32
Draft National 304(a) Aluminum Aquatic Life Criteria Diana Eignor Ecological Risk Assessment Branch Health and Ecological Criteria Division Office of Science and Technology Office of Water US Environmental Protection Agency

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Page 1: Draft National 304(a) Aluminum Aquatic Life Criteria … · Draft National 304(a) Aluminum Aquatic Life Criteria ... [0.503×ln ... [0.494𝑝𝑝𝐻𝐻× ℎ𝑎𝑎:ln

Draft National 304(a) Aluminum Aquatic Life Criteria

Diana EignorEcological Risk Assessment Branch

Health and Ecological Criteria DivisionOffice of Science and Technology

Office of Water US Environmental Protection Agency

bull Attendees who are members of the media can submit any questions to the press office Trisha Lynn (202) 564-2615

2

Overview

Background 2017 Recommended Criteria Status

3

Sources of Aluminumbull Aluminum is found in most rocks and

minerals and can enter the environment through natural weathering

bull Aluminumrsquos solubility increase under acidic (pH lt6) or basic (pH gt8) water conditions

bull Aluminum is actively mined from bauxite used in industrial processes and alum (potassium aluminum sulfate) is used in the clarification process at drinking water facilities 4

Current 1988 Aluminum Criteriabull The current 1988 criteria account for the

ndash Influence of pH on toxicity (solely by limiting criteria application range)

ndash Similarity of acute toxicity of fish and invertebrates

ndash The greater sensitivity of invertebrates in chronic toxicity tests

5

Current 1988 Aluminum Criteriabull The final 1988 criteria document recommended

ndash An acute criterion of 750 microgL total aluminum when the pH is between 65 and 90

ndash Chronic criterion of 87 microgL total aluminum when the pH is between 65 and 90

ndash The 1988 freshwater chronic criterion of 87 microgL was lowered based on two tests (brook trout and striped bass)

ndash The studies were not pH adjusted and all the data were not normalized for hardness The 1988 existing criteria did not take hardness and DOC into account

6

Aluminum Standardsbull Aluminum Standards

ndash About 20 states have numeric criteria for aluminum for aquatic life

bull Most are based on EPArsquos 1988 values and two are hardness-based equations (CO and NM)

bull There are numerous site-specific criteria that involve the Biotic Ligand Model (BLM) or a Water Effects Ratio (WER) -adjusted 1988 aluminum criteria

ndash Aluminum is not a priority pollutant

7

Criteria Development Processbull All EPA Aquatic Life Criteria for Toxics undergo rigorous

scientific development and review processbull Develop criteria document draftbull Intra-agency peer review process bull Independent external peer reviewbull Revisions based on external peer review

Intra-agency review of draft criteria documentbull Release to the public in draft form to obtain scientific views

Revisions considering public comments Intra-agency review of final criteria document

bull Publication of final criteria document bull States may then consider recommended criteria in

development and adoption of state water quality standards8

Framework for Updated Draft Aluminum Criteria

I Screen toxicological studies for high

quality data

II Consider water conditions effects on

aluminum bioavailability

III Normalize toxicity data in species

sensitivity distribution to a set of water quality conditions

IV Construct sensitivity distribution to determine criteria

at set conditions

9

I Screen toxicological studies for high quality data

bull First step in all criteria developmentndash Data are evaluated based on the data quality objectives

outlined in the 1985 Guidelines methodology and other toxicity testing recommendations (ie EPA ASTM)

ndash High quality data are used quantitatively to develop criteria magnitudes

ndash Lower quality data are used qualitatively if appropriatendash Lowest quality data are considered unacceptable and not

usedbull Data are grouped into acute and chronic exposures

10

Aluminum Toxicity Databull The updated freshwater aluminum criteria meets the

acute and chronic minimum data requirements outlined in EPArsquos 1985 Guidelines

InvertebrateSpecies

Fish Species

AmphibianSpecies

Total Genera

Acute1988 AWQC 8 7 - 142017 Draft AWQC 11 8 1 18

Chronic1988 AWQC 2 1 - 32017 Draft AWQC 7 4 - 11

11 1988 AWQC Chronic CCC based on two studies for the striped

bass and brook trout

Aluminum Toxicity Data Freshwater mussels have been

suggested to be potentially sensitive to aluminum

EPA worked collaboratively with USGSrsquos Columbia Environmental Research Center (CERC) to have acute and chronic aluminum toxicity tests conducted with a unionid mussel (fatmucket Lampsilis siliquoidea) in water-only exposures to obtain additional data on invertebrates New data on amphipod (Hyalella azteca)

were collected to confirm laboratory conditions

12

Aluminum Toxicity Data

13

bull New data and models examinedndash Data submitted to EU REACH program

bull New freshwater aluminum toxicity data generated by Oregon State University

bull 2016 BLM model provided by the European Aluminum Association

ndash Saltwater data provided by Australia bull Insufficient data to develop estuarinemarine acute or chronic

criteria at this timendash Multiple Linear Regression (MLR) model developed by

DeForest et al 2017bull DeForest DK KV Brix LM Tear and WJ Adams 2017 Multiple Linear Regression (MLR) models for predicting chronic aluminum

toxicity to freshwater aquatic organisms and developing water quality guidelines Environ Toxicol Chem (DOI101002etc3922)

14

Minimum Dataset For Freshwater Criteria Derivation

SALMONID SECONDFISHFAMILY

CHORDATA

PLANKTONICCRUSTACEAN

BENTHIC CRUSTACEAN

INSECT ROTIFERA ANNELIDA MOLLUSCA

OTHERINSECT ORMOLLUSCA

EstuarineMarine Minimum Data Requirements

15

Family Minimum Data Requirement EstuarineMarine

Acute(Phylum Family Genus)

Chronic(Phylum Family Genus)

Family in the phylum Chordata - -

Family in the phylum Chordata - -

Either the Mysidae or Penaeidae family - -

Family in a phylum other than Arthropoda or Chordata Mollusca Ostreidae Crassostrea -

Family in a phylum other than Chordata Annelida Nereididae Neanthes -

Family in a phylum other than Chordata Annelida Capitellidae Capitella -

Family in a phylum other than Chordata Annelida Ctenodrilidae Ctenodrilus -

Any other family Arthropoda Ameiridae Nitokra -

II Evaluate water quality conditions to determine applicability

bull Criteria are often based on one or more water quality conditions (eg hardness) that affect toxicity of the material to test organisms

bull Aluminum toxicity is highly dependent on the pH of the test waterndash The pH of test waters affects the amount and form

of aluminum that is bioavailable to test speciesndash Hardness and DOC (Dissolved Organic Carbon)

also influence the amount of aluminum that is bioavailable

16

Multiple Bioavailability Modeling Approaches Underwent External Peer Review

17

bull Biotic Ligand Modelsbull Full aluminum BLM (2016 model version) ndash Temperature pH

Dissolved organic carbon (DOC) Major cations (calcium [Ca] magnesium [Mg] sodium [Na] and potassium [K]) Major anions (sulfate [SO4] and chloride [Cl]) Alkalinity and Sulfide

bull Simplified aluminum BLM - pH hardness DOC temperature

bull Multilinear Regression Equationsbull pH and Hardness

Accounting for Effects of Water Chemistry on Bioavailability and Toxicity

bull Water quality criteria can be modified quantitatively when enough data are available to demonstrate that those conditions similarly affect the results with a variety of speciesndash High quality data in the draft aluminum document demonstrated

that pH DOC and hardness affected a variety of species in a similar way when exposed to aluminum concentrations

bull Recent publications by Cardwell et al (2017) and Gensemer et al (2017) summarized short-term aluminum chronic toxicity data across a range of DOC pH and hardness values for three species

18

Multiple Linear Regression (MLR) Models to Account for Effects of Water Chemistry

bull MLR models were developed for each species (DeForest et al 2017)ndash 119862119862 119889119889119906119906119887119887119894119894119886119886 11986411986411986211986220=119890119890[minus41026+[0525timesln(119863119863119874119874119862119862)]+[2201timesln(ℎ119886119886119903119903119889119889)]+(11282times119901119901119867119867)minus(0633times1199011199011198671198672)minus[0264times119901119901119867119867ln(ℎ119886119886119903119903119889119889)]]

ndash 119875119875 119901119901119903119903119900119900119898119898119890119890119897119897119886119886119904119904 11986411986411986211986220=119890119890[minus14029+[0503timesln(119863119863119874119874119862119862)]+[3443timesln(ℎ119886119886119903119903119889119889)]+(3131times119901119901119867119867)minus[0494times119901119901119867119867ln(ℎ119886119886119903119903119889119889)]]

bull These models were applied to both the acute and chronic aluminum toxicity datandash The C dubia model was applied to invertebrate datandash The P promelas model was applied to vertebrate data

19

III Normalize toxicity data in species sensitivity distribution to a set of water

quality conditionsbull Just like single parameter hardness models the MLR

models were used to normalize the aluminum toxicity data to a single set of water quality conditionsndash As an illustration for one set of calculations the draft

aluminum AWQC set these conditions to pH 7 hardness of 100 mgL and DOC of 1 mgL

bull This allows for comparisons to be made between species based on their sensitivity to aluminumndash Apples to apples

20

IV Construct sensitivity distribution to determine criteria at set conditions

21

Figure 8 Ranked Summary of Total Aluminum Genus Mean Acute Values (GMAVs) - Freshwater at pH 7 Hardness of 100 mgL and DOC of 1 mgL

IV Construct sensitivity distribution to determine criteria at set conditions

22

Figure 10 Ranked Summary of Total Aluminum Genus Mean Chronic Values (GMCVs) ndash Freshwater Supplemented with Other Data to Fulfill Missing MDRs at pH 7 Hardness of 100 mgL and DOC of 1 mgL

Aluminum Criteria Calculatorbull The relative ranking of genera in the sensitivity

distribution to which the toxicity data are normalized will change based on the set of water chemistry conditions (ie pH hardness and DOC)

bull To make calculating aluminum criteria easier EPA developed an Aluminum Criteria Calculatorndash Automated so that user only needs to enter water chemistry

conditions of interestndash Allows quick calculations for a variety of conditionsndash Limits calculations to the recommended conditions for which

the MLR models were developed were specified for hardness and DOC

bull No extrapolation beyond hardness and DOC empirical data bounds

23

Aluminum Criteria Calculator SD Example

24

pH=7 Hardness=100 DOC=1 pH=6 Hardness=25 DOC=1

Chronic Ranked GMCVRank GMCV Genus

12 17098 Aeolosoma Invert11 gt 9746 Rana Amphib - Other Data10 5908 Chironomus Invert

9 4877 Lymnaea Mollusk8 2555 Brachionus Invert7 2488 Pimephales Fish6 1713 Hyalella Invert5 1182 Ceriodaphnia Invert4 1102 Danio Fish3 1042 Lampsilis Mollusk2 591 Salvelinus Fish1 509 Salmo Fish

FCV = 3940 microgL total aluminum

Chronic Ranked GMCVRank GMCV Genus

12 gt 2131 Rana Amphib - Other Data11 1710 Aeolosoma Invert10 591 Chironomus Invert

9 544 Pimephales Fish8 488 Lymnaea Mollusk7 255 Brachionus Invert6 241 Danio Fish5 171 Hyalella Invert4 129 Salvelinus Fish3 118 Ceriodaphnia Invert2 111 Salmo Fish1 104 Lampsilis Mollusk

FCV = 987 microgL total aluminum

Multiple Scenarios

Run Scenarios

Summary Sheet

Acute Dataset

Chronic Dataset

Multiple Scenarios

Run Scenarios

Summary Sheet

Acute Dataset

Chronic Dataset

Boundaries of the Criteria Outputsbull MLR models were developed using data that

encompassndash DOC range of 008-5 mgLndash Hardness range of 98-127 mgL (as CaCO3)ndash pH range of 6-81

bull MLR criteria outputs are bounded atndash Maximum of 150 mgL total hardness (as CaCO3)

ndash DOC of 50 mgLndash pH range of the model is 50 to 90

25

Aluminum Criteria Look-Up Tables

26

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=05 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 23 a 14 b 69 c 160 f 350 f 620 i 540 b 410 a 230 a

50 43 a 24 b 100 d 170 f 310 f 630 f 670 j 400 a 200 a

75 61 a 33 b 130 e 180 f 290 f 530 f 730 i 390 a 190 a

100 78 a 41 b 150 e 190 f 280 g 460 f 770 c 390 a 180 a

150 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

200 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

250 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

300 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

350 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

400 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

Aluminum Criteria Look-Up Tables

27

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=10 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 33 a 21 b 99 c 220 f 490 f 900 i 780 b 590 a 330 a

50 61 a 35 b 150 e 250 f 440 f 890 f 960 j 580 a 290 a

75 88 a 47 b 180 e 260 f 410 f 740 f 1100 i 570 a 270 a

100 11 a 59 b 210 e 270 f 390 g 650 f 1100 c 560 b 260 a

150 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

200 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

250 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

300 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

350 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

400 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

Aluminum Criteria Look-Up Tables

28

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=25 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 54 a 34 b 160 c 350 f 770 f 1500 i 1300 b 960 a 540 a

50 99 a 57 b 230 e 390 f 690 f 1400 f 1600 j 930 a 470 a

75 14 a 77 b 290 e 410 f 640 f 1200 f 1700 i 920 a 440 a

100 18 a 96 b 330 e 420 f 620 g 1000 f 1800 d 920 b 420 a

150 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

200 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

250 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

300 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

350 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

400 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

Aluminum Criteria Look-Up Tables

29

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=50 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 77 a 49 b 230 c 500 f 1100 f 2100 c 1900 b 1400 a 770 a

50 14 a 82 b 330 e 540 f 970 f 2000 f 2200 j 1300 a 680 a

75 20 a 110 b 410 e 570 f 900 f 1600 f 2500 i 1300 a 640 a

100 26 a 140 b 460 f 590 f 880 g 1400 f 2500 d 1300 b 600 a

150 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

200 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

250 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

300 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

350 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

400 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

Status

30

bull Draft Document Released to the Federal Register on 72817ndash Public comment period of 60 days ndash Due Date for Comments is 92617

bull Revisions will be made considering public commentsbull Subsequent EPA intra-agency review of final criteria

document will then be conducted bull Publication of final criteria document planned for Late Fall

2017

Federal Register Webpagehttpswwwfederalregistergovdocuments201

707282017-15968request-for-scientific-views-draft-updated-aquatic-life-ambient-water-quality-criteria-for-aluminum

Aluminum Criteria Webpagehttpswwwepagovwqc2017-draft-aquatic-life-

criteria-aluminum-freshwater-documents

31

Contact Information

Aluminum Criteria Lead Diana EignorEignorDianaepagov

202-566-1143

Kathryn Gallagher Branch Chiefgallagherkathrynepagov

202-564-1398 32

  • Draft National 304(a) Aluminum Aquatic Life Criteria
  • Slide Number 2
  • Overview
  • Sources of Aluminum
  • Current 1988 Aluminum Criteria
  • Current 1988 Aluminum Criteria
  • Aluminum Standards
  • Criteria Development Process
  • Framework for Updated Draft Aluminum Criteria
  • I Screen toxicological studies for high quality data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Slide Number 14
  • EstuarineMarine Minimum Data Requirements
  • II Evaluate water quality conditions to determine applicability
  • Multiple Bioavailability Modeling Approaches Underwent External Peer Review
  • Accounting for Effects of Water Chemistry on Bioavailability and Toxicity
  • Multiple Linear Regression (MLR) Models to Account for Effects of Water Chemistry
  • III Normalize toxicity data in species sensitivity distribution to a set of water quality conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • Aluminum Criteria Calculator
  • Aluminum Criteria Calculator SD Example
  • Boundaries of the Criteria Outputs
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Status
  • Slide Number 31
  • Contact Information
Appendix C Acceptable Chronic Toxicity Data of Aluminum to Freshwater Aquatic Animals
MLR equation
Species Hardness (mgL as CaCO3) pH DOC(mgL) EC20 Endpoint EC20(microgL) Normalized Conc- EC20(microgL) SMCV-EC20(microgL) GMCV-EC20(microgL) Genus DOC Notes Dilution water
Oligochaete Aeolosoma sp 48 6 025 Reproduction (population size) 1235 1710 1710 1710 Aeolosoma Invert Author reported half the detection limit
Rotifer Brachionus calyciflorus 100 62 025 Reproduction (population size) 431 255 255 255 Brachionus Invert Author reported half the detection limit
Great pond snail Lymnaea stagnalis 117 61 025 Biomass 746 488 488 488 Lymnaea Mollusk Author reported half the detection limit
Fatmucket Lampsilis siliquoidea 1055 604 040 Biomass 169 104 104 104 Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia 50 715 11 Reproduction - youngstarting adult 1780 190 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia 26 73 05 Reproduction - youngfemale 1557 272 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 46 75 05 Reproduction - youngfemale 8087 110 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 96 79 05 Reproduction - youngfemale 6519 80 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 194 81 05 Reproduction - youngfemale 6836 89 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 255 703 05 Reproduction (youngfemale) 250 56 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 713 05 Reproduction (youngfemale) 860 106 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 25 798 05 Reproduction (youngfemale) 700 101 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 61 803 05 Reproduction (youngfemale) 1010 136 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 810 05 Reproduction (youngfemale) 870 116 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 255 633 05 Reproduction (youngfemale) 260 176 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 121 636 05 Reproduction (youngfemale) 390 110 118 118 Ceriodaphnia Invert Author reported
Amphipod Hyalella azteca 95 61 051 Biomass (28 d) 1993 101 Hyalella Author reported
Amphipod Hyalella azteca 106 604 033 Biomass (28 d) 425 289 171 171 Hyalella Invert Author reported
Midge Chironomus riparius 118 558 18 Adult midge emergence 2955 119 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 119 505 18 Adult midge emergence 8442 2258 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 91 66 051 Reproduction ( of eggscase) 3387 766 591 591 Chironomus Invert Author reported
Atlantic salmon Salmo salar 127 57 18 Biomass 6156 1112 1112 1112 Salmo Fish Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Brook trout Salvelinus fontinalis 123 655 19 Biomass 1644 59 Salvelinus Author reported wellRO mix
Brook trout Salvelinus fontinalis 128 565 18 Biomass 1435 283 1293 1293 Salvelinus Fish Author reported wellRO mix
Fathead minnow Pimephales promelas 220 770 16 Biomass 6194 781 Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation well water
Fathead minnow Pimephales promelas 96 620 025 Fry survival 4286 379 544 544 Pimephales Fish Author reported half the detection limit
Zebrafish Danio rerio 83 61 025 Biomass 2344 241 241 241 Danio Fish Author reported half the detection limit
Wood frog Rana sylvatica 115 469 16 MATC-survival gt 2000 gt 2131 gt 2131 2131 gt Rana Amphib - Other Data Value is from 2007 FW Cu AWQC Appendix C recommendation aged tap water
Appendix A Acceptable Acute Toxicity Data of Aluminum to Freshwater Aquatic Animals
Species Methoda Hardness (mgL as CaCO3) pH DOC(mgL) LC50 or EC50 Conc (microgL) Reference Normalized Conc - LC50(microgL) Species Mean Acute Value(microgL) Genus Mean Acute Value(microgL) Genus DOC Note Dilution water
Snail Physa sp S M T 474 659 11 gt 23400 Call 1984 Call et al 1984 gt 4843 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 755 11 30600 Call 1984 Call et al 1984 2699 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 817 11 gt 24700 Call 1984 Call et al 1984 gt 2404 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 746 11 55500 Call 1984 Call et al 1984 5034 3546 3546 Physa Mollusk Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Fatmucket Lampsilis siliquoidea F M T 1060 612 048 gt 6302 Wang et al 2016 Wang et al 2017 gt 2983 gt 2983 2983 gt Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia S M A 500 742 11 1900 McCauley et al 1986 173 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia S M A 505 786 11 1500 McCauley et al 1986 129 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation UW-S Lake Superior lab water
Cladoceran Ceriodaphnia dubia S M A 500 813 11 2560 McCauley et al 1986 243 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia R M T 26 75 05 720 ENSR 1992d 111 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 46 76 05 1880 ENSR 1992d 250 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 96 78 05 2450 ENSR 1992d 289 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 3727 Fort and Stover 1995 500 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 5673 Fort and Stover 1995 761 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 89 76 05 2880 Soucek et al 2001 336 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U T 106 601 05 7112 European Al Association 2009 169 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 605 2 6865 European Al Association 2009 709 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 609 4 15581 European Al Association 2009 1007 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 601 05 681 European Al Association 2009 162 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 603 05 1630 European Al Association 2009 367 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 597 05 1785 European Al Association 2009 473 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 592 05 1410 European Al Association 2009 429 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 699 05 gt 1300 European Al Association 2009 gt 419 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 785 05 gt 5000 European Al Association 2009 gt 796 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 68 2 gt 10000 European Al Association 2009 gt 2076 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 782 2 gt 15000 European Al Association 2009 gt 1163 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 677 4 gt 10000 European Al Association 2009 gt 1516 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 766 4 gt 15000 European Al Association 2009 gt 861 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 79 05 gt 2000 European Al Association 2009 gt 315 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 789 05 gt 2000 European Al Association 2009 gt 316 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 604 05 1108 European Al Association 2009 85 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 598 2 11371 European Al Association 2009 482 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 573 4 80467 European Al Association 2009 4357 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 671 05 gt 10000 European Al Association 2009 gt 2379 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 783 05 gt 5000 European Al Association 2009 gt 634 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 679 2 gt 10000 European Al Association 2009 gt 1039 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 767 2 gt 15000 European Al Association 2009 gt 908 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 668 4 gt 15000 European Al Association 2009 gt 1246 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 762 4 gt 15000 European Al Association 2009 gt 633 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 606 2 33868 European Al Association 2009 792 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 56 4 104842 European Al Association 2009 4880 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 693 05 gt 5000 European Al Association 2009 gt 713 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 788 05 gt 5000 European Al Association 2009 gt 590 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 676 2 gt 15000 European Al Association 2009 gt 1212 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 771 2 gt 15000 European Al Association 2009 gt 810 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 66 4 gt 15000 European Al Association 2009 gt 1014 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 76 4 gt 15000 European Al Association 2009 gt 555 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11971 European Al Association 2010 270 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 27478 European Al Association 2010 619 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11998 European Al Association 2010 270 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 607 05 92495 European Al Association 2010 188 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 609 05 31337 European Al Association 2010 604 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 61 05 33235 European Al Association 2010 624 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 708 05 gt 8864 European Al Association 2010 gt 253 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 779 05 gt 42783 European Al Association 2010 gt 693 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 753 05 13204 European Al Association 2010 24 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 601 05 46326 European Al Association 2010 380 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 599 05 gt 8590 European Al Association 2010 gt 737 509 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia reticulata F M T 451 60 11 304 Shephard 1983 201 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia reticulata F M T 40 55 11 362 Shephard 1983 5531 1054 733 Ceriodaphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake SuperiorDI Mix
Cladoceran Daphnia magna S U NR 453 774 11 3900 Biesinger and Christensen 1972 338 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S M T 220 76 16 38200 Kimball 1978 2030 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Well water
Cladoceran Daphnia magna S U T 451 725 11 2800 Shephard 1983 287 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S U T 168 599 05 5000 European Al Association 2009 gt 227 - Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Daphnia magna S U T 168 792 05 7950 European Al Association 2009 92 333 333 Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Ostracod Stenocypris major R M T 1563 651 16 310196 Shuhaimi-Othman et al 2011a 1022 1022 1022 Stenocypris Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Malaysia)
Amphipod Crangonyx pseudogracilis R U T 50 675 16 9190 Martin and Holdich 1986 1217 1217 1217 Crangonyx Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (UK)
Amphipod Hyalella azteca F M T 105 613 048 gt 5997 Wang et al 2016 Wang et al 2017 gt 2800 gt 2800 2800 gt Hyalella Invert Author reported
Stonefly Acroneuria sp S M T 474 746 11 gt 22600 Call et al 1984 gt 2050 gt 2050 2050 gt Acroneuria Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Midge Chironomus plumosus S U T 80 70 16 30000 Fargasova 2001 2536 2536 2536 Chironomus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Slovakia)
Midge Paratanytarsus dissimilis S M T 1743 728 28 gt 77700 Lamb and Bailey 1981 1983 gt 6232 gt 6232 6232 gt Paratanytarsus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Liberty Lake Washington
Rainbow trout Oncorhynchus mykiss F M T 274 758 05 gt 9840 Gundersen et al 1994 gt 1256 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 452 762 05 gt 8070 Gundersen et al 1994 gt 1140 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 895 758 05 gt 8160 Gundersen et al 1994 gt 1489 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1304 758 05 gt 8200 Gundersen et al 1994 gt 1676 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 232 825 05 6170 Gundersen et al 1994 260 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 350 826 05 6170 Gundersen et al 1994 333 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 836 829 05 7670 Gundersen et al 1994 701 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1158 830 05 6930 Gundersen et al 1994 777 801 801 Oncorhynchus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Atlantic salmon Salmo salar S U T 68 55 05 584 Hamilton and Haines 1995 4602 - Salmo Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Atlantic salmon Salmo salar S U T 68 65 05 599 Hamilton and Haines 1995 531 1564 1564 Salmo Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Brook trout Salvelinus fontinalis S U T 40 56 16 6530 Tandjung 1982 6947 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 18 56 16 3400 Tandjung 1982 6209 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 2 56 16 370 Tandjung 1982 2988 5051 5051 Salvelinus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green sunfish Lepomis cyanellus S M T 474 755 11 gt 50000 Call et al 1984 gt 5255 gt 5255 5255 gt Lepomis Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Rio Grande silvery minnow Hybognathus amarus R M T 140 81 05 gt 59100 Buhl 2002 gt 8620 gt 8620 8620 gt Hybognathus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Fathead minnow Pimephales promelas S M T 474 761 11 gt 48200 Call et al 1984 gt 4707 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas S M T 474 805 11 gt 49800 Call et al 1984 gt 2837 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas R M T 26 78 05 1160 ENSR 1992c 104 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 46 76 05 8180 ENSR 1992c 1191 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 96 81 05 20300 ENSR 1992c 2398 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 194 81 05 44800 ENSR 1992c 7839 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 140 81 05 gt 59100 Buhl 2002 gt 8620 2224 2224 Pimephales Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Smallmouth bass Micropterus dolomieui S M T 1245 505 16 130 Kane and Rabeni 1987 859 859 859 Micropterus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green tree frog Hyla cinerea R M T 455 549 05 gt 4052 Jung and Jagoe 1995 gt 4377 gt 4377 4377 gt Hyla Amphibian Value is from 2007 FW Cu AWQC Appendix C recommendation artificial soft recon
Normalization Chemistry
pH 6 FAV 360
Hardness 25 CMC 180
DOC 1 CCC 99
Acute Ranked GMAV Chronic Ranked GMCV
Rank GMAV Genus Rank GMCV Genus
18 gt 8620 Hybognathus Fish 12 gt 2131 Rana Amphib - Other Data
17 gt 6232 Paratanytarsus Invert 11 1710 Aeolosoma Invert
16 gt 5255 Lepomis Fish 10 591 Chironomus Invert
15 5051 Salvelinus Fish 9 544 Pimephales Fish
14 gt 4377 Hyla Amphibian 8 488 Lymnaea Mollusk
13 3546 Physa Mollusk 7 255 Brachionus Invert
12 gt 2983 Lampsilis Mollusk 6 241 Danio Fish
11 gt 2800 Hyalella Invert 5 171 Hyalella Invert
10 2536 Chironomus Invert 4 129 Salvelinus Fish
9 2224 Pimephales Fish 3 118 Ceriodaphnia Invert
8 gt 2050 Acroneuria Invert 2 111 Salmo Fish
7 1564 Salmo Fish 1 104 Lampsilis Mollusk
6 1217 Crangonyx Invert
5 1022 Stenocypris Invert
4 859 Micropterus Fish
3 801 Oncorhynchus Fish
2 733 Ceriodaphnia Invert
1 333 Daphnia Invert
N Rank Genus GMAV ln(GMAV) ln(GMAV)2 P=R(N+1) sqrt(P) N Rank Genus GMCV ln(GMCV) ln(GMCV)2 P=R(N+1) sqrt(P)
18 4 Micropterus 859 676 4564 0211 0459 12 4 Salvelinus 129 486 2364 0308 0555
3 Oncorhynchus 801 669 4469 0158 0397 3 Ceriodaphnia 118 477 2277 0231 0480
2 Ceriodaphnia 733 660 4352 0105 0324 2 Salmo 111 471 2220 0154 0392
1 Daphnia 333 581 3374 0053 0229 1 Lampsilis 104 465 2159 0077 0277
Sum 2585 1676 0526 141 Sum 1899 902 0769 170
S2 = 1987 S2 = 059
L = 4890 L = 4420
A = 5887 A = 4592
FAV = 360 FCV = 987
CMC = 180
All concentrations reported are microgL total Aluminum
lt-----Click Button after entering data
ENTER DATA HERE ERRORNUM ACUTE CHRONIC
Rank 1 Rank 2 Rank 3 Rank 4 Rank 1 Rank 2 Rank 3 Rank 4
SiteName DOC(mgL) Hardness(mgL as CaCO3) pH FAV CMC CCC Genus GMAV Genus GMAV Genus GMAV Genus GMAV Genus GMCV Genus GMCV Genus GMCV Genus GMCV
Site 1 50 25 9 75428737034162 35229324666008 1800 770 Daphnia 33452 Ceriodaphnia 73576 Stenocypris 102576 Crangonyx 122230 Lampsilis 10463 Ceriodaphnia 11865 Hyalella 17200 Brachionus 25648
Site 2 50 50 9 75428737034162 31204991509063 1600 680 Daphnia 29631 Ceriodaphnia 65171 Stenocypris 90859 Crangonyx 108267 Lampsilis 9268 Ceriodaphnia 10510 Hyalella 15236 Brachionus 22718
Site 3 50 75 9 75428737034162 29067527928199 1500 640 Daphnia 27601 Ceriodaphnia 60707 Stenocypris 84635 Crangonyx 100851 Lampsilis 8633 Ceriodaphnia 9790 Hyalella 14192 Brachionus 21162
Site 4 50 100 9 75428737034162 27640367912592 1400 600 Daphnia 26246 Ceriodaphnia 57726 Stenocypris 80480 Crangonyx 95899 Lampsilis 8209 Ceriodaphnia 9309 Hyalella 13495 Brachionus 20123
Site 5 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 6 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 7 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 8 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 9 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 10 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 11 50 25 85 75428737034162 63245275664384 3200 1400 Daphnia 60055 Ceriodaphnia 132086 Stenocypris 184149 Crangonyx 219432 Lampsilis 18783 Ceriodaphnia 21301 Hyalella 30879 Brachionus 46045
Site 12 50 50 85 75428737034162 61388044609926 3100 1300 Daphnia 58291 Ceriodaphnia 128208 Stenocypris 178742 Crangonyx 212988 Lampsilis 18232 Ceriodaphnia 20676 Hyalella 29972 Brachionus 44693
Site 13 50 75 85 75428737034162 60327020429132 3000 1300 Daphnia 57284 Ceriodaphnia 125992 Stenocypris 175652 Crangonyx 209307 Lampsilis 17917 Ceriodaphnia 20318 Hyalella 29454 Brachionus 43920
Site 14 50 100 85 75428737034162 59585352130146 3000 1300 Daphnia 56580 Ceriodaphnia 124443 Stenocypris 173493 Crangonyx 206734 Lampsilis 17696 Ceriodaphnia 20068 Hyalella 29092 Salmo 41264
Site 15 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 16 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 17 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 18 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 19 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 20 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Appendix C Acceptable Chronic Toxicity Data of Aluminum to Freshwater Aquatic Animals
MLR equation
Species Hardness (mgL as CaCO3) pH DOC(mgL) EC20 Endpoint EC20(microgL) Normalized Conc- EC20(microgL) SMCV-EC20(microgL) GMCV-EC20(microgL) Genus DOC Notes Dilution water
Oligochaete Aeolosoma sp 48 6 025 Reproduction (population size) 1235 17098 17098 17098 Aeolosoma Invert Author reported half the detection limit
Rotifer Brachionus calyciflorus 100 62 025 Reproduction (population size) 431 2555 2555 2555 Brachionus Invert Author reported half the detection limit
Great pond snail Lymnaea stagnalis 117 61 025 Biomass 746 4877 4877 4877 Lymnaea Mollusk Author reported half the detection limit
Fatmucket Lampsilis siliquoidea 1055 604 040 Biomass 169 1042 1042 1042 Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia 50 715 11 Reproduction - youngstarting adult 1780 1898 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia 26 73 05 Reproduction - youngfemale 1557 2718 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 46 75 05 Reproduction - youngfemale 8087 1102 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 96 79 05 Reproduction - youngfemale 6519 796 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 194 81 05 Reproduction - youngfemale 6836 888 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 255 703 05 Reproduction (youngfemale) 250 563 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 713 05 Reproduction (youngfemale) 860 1061 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 25 798 05 Reproduction (youngfemale) 700 1006 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 61 803 05 Reproduction (youngfemale) 1010 1363 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 810 05 Reproduction (youngfemale) 870 1164 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 255 633 05 Reproduction (youngfemale) 260 1758 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 121 636 05 Reproduction (youngfemale) 390 1101 1182 1182 Ceriodaphnia Invert Author reported
Amphipod Hyalella azteca 95 61 051 Biomass (28 d) 1993 1014 Hyalella Author reported
Amphipod Hyalella azteca 106 604 033 Biomass (28 d) 425 2895 1713 1713 Hyalella Invert Author reported
Midge Chironomus riparius 118 558 18 Adult midge emergence 2955 1192 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 119 505 18 Adult midge emergence 8442 22578 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 91 66 051 Reproduction ( of eggscase) 3387 7664 5908 5908 Chironomus Invert Author reported
Atlantic salmon Salmo salar 127 57 18 Biomass 6156 5085 5085 5085 Salmo Fish Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Brook trout Salvelinus fontinalis 123 655 19 Biomass 1644 270 Salvelinus Author reported wellRO mix
Brook trout Salvelinus fontinalis 128 565 18 Biomass 1435 1295 5914 5914 Salvelinus Fish Author reported wellRO mix
Fathead minnow Pimephales promelas 220 770 16 Biomass 6194 3569 Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation well water
Fathead minnow Pimephales promelas 96 620 025 Fry survival 4286 1734 2488 2488 Pimephales Fish Author reported half the detection limit
Zebrafish Danio rerio 83 61 025 Biomass 2344 1102 1102 1102 Danio Fish Author reported half the detection limit
Wood frog Rana sylvatica 115 469 16 MATC-survival gt 2000 gt 9746 gt 9746 9746 gt Rana Amphib - Other Data Value is from 2007 FW Cu AWQC Appendix C recommendation aged tap water
Appendix A Acceptable Acute Toxicity Data of Aluminum to Freshwater Aquatic Animals
Species Methoda Hardness (mgL as CaCO3) pH DOC(mgL) LC50 or EC50 Conc (microgL) Reference Normalized Conc - LC50(microgL) Species Mean Acute Value(microgL) Genus Mean Acute Value(microgL) Genus DOC Note Dilution water
Snail Physa sp S M T 474 659 11 gt 23400 Call 1984 Call et al 1984 gt 48425 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 755 11 30600 Call 1984 Call et al 1984 26986 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 817 11 gt 24700 Call 1984 Call et al 1984 gt 24040 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 746 11 55500 Call 1984 Call et al 1984 50338 35462 35462 Physa Mollusk Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Fatmucket Lampsilis siliquoidea F M T 1060 612 048 gt 6302 Wang et al 2016 Wang et al 2017 gt 29834 gt 29834 29834 gt Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia S M A 500 742 11 1900 McCauley et al 1986 1728 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia S M A 505 786 11 1500 McCauley et al 1986 1294 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation UW-S Lake Superior lab water
Cladoceran Ceriodaphnia dubia S M A 500 813 11 2560 McCauley et al 1986 2431 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia R M T 26 75 05 720 ENSR 1992d 1113 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 46 76 05 1880 ENSR 1992d 2495 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 96 78 05 2450 ENSR 1992d 2894 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 3727 Fort and Stover 1995 5002 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 5673 Fort and Stover 1995 7613 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 89 76 05 2880 Soucek et al 2001 3362 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U T 106 601 05 7112 European Al Association 2009 1691 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 605 2 6865 European Al Association 2009 7088 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 609 4 15581 European Al Association 2009 10072 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 601 05 681 European Al Association 2009 1620 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 603 05 1630 European Al Association 2009 3674 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 597 05 1785 European Al Association 2009 4732 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 592 05 1410 European Al Association 2009 4295 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 699 05 gt 1300 European Al Association 2009 gt 4189 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 785 05 gt 5000 European Al Association 2009 gt 7960 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 68 2 gt 10000 European Al Association 2009 gt 20755 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 782 2 gt 15000 European Al Association 2009 gt 11626 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 677 4 gt 10000 European Al Association 2009 gt 15161 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 766 4 gt 15000 European Al Association 2009 gt 8608 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 79 05 gt 2000 European Al Association 2009 gt 3150 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 789 05 gt 2000 European Al Association 2009 gt 3156 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 604 05 1108 European Al Association 2009 850 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 598 2 11371 European Al Association 2009 4817 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 573 4 80467 European Al Association 2009 43570 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 671 05 gt 10000 European Al Association 2009 gt 23786 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 783 05 gt 5000 European Al Association 2009 gt 6344 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 679 2 gt 10000 European Al Association 2009 gt 10394 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 767 2 gt 15000 European Al Association 2009 gt 9082 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 668 4 gt 15000 European Al Association 2009 gt 12461 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 762 4 gt 15000 European Al Association 2009 gt 6332 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 606 2 33868 European Al Association 2009 7920 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 56 4 104842 European Al Association 2009 48800 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 693 05 gt 5000 European Al Association 2009 gt 7126 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 788 05 gt 5000 European Al Association 2009 gt 5898 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 676 2 gt 15000 European Al Association 2009 gt 12117 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 771 2 gt 15000 European Al Association 2009 gt 8096 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 66 4 gt 15000 European Al Association 2009 gt 10139 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 76 4 gt 15000 European Al Association 2009 gt 5545 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11971 European Al Association 2010 2699 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 27478 European Al Association 2010 6194 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11998 European Al Association 2010 2705 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 607 05 92495 European Al Association 2010 1876 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 609 05 31337 European Al Association 2010 6035 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 61 05 33235 European Al Association 2010 6238 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 708 05 gt 8864 European Al Association 2010 gt 2534 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 779 05 gt 42783 European Al Association 2010 gt 6930 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 753 05 13204 European Al Association 2010 244 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 601 05 46326 European Al Association 2010 3798 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 599 05 gt 8590 European Al Association 2010 gt 7366 5094 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia reticulata F M T 451 60 11 304 Shephard 1983 2009 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia reticulata F M T 40 55 11 362 Shephard 1983 55307 10542 7328 Ceriodaphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake SuperiorDI Mix
Cladoceran Daphnia magna S U NR 453 774 11 3900 Biesinger and Christensen 1972 3382 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S M T 220 76 16 38200 Kimball 1978 20303 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Well water
Cladoceran Daphnia magna S U T 451 725 11 2800 Shephard 1983 2868 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S U T 168 599 05 5000 European Al Association 2009 gt 2265 - Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Daphnia magna S U T 168 792 05 7950 European Al Association 2009 920 3332 3332 Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Ostracod Stenocypris major R M T 1563 651 16 310196 Shuhaimi-Othman et al 2011a 10216 10216 10216 Stenocypris Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Malaysia)
Amphipod Crangonyx pseudogracilis R U T 50 675 16 9190 Martin and Holdich 1986 12174 12174 12174 Crangonyx Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (UK)
Amphipod Hyalella azteca F M T 105 613 048 gt 5997 Wang et al 2016 Wang et al 2017 gt 28002 gt 28002 28002 gt Hyalella Invert Author reported
Stonefly Acroneuria sp S M T 474 746 11 gt 22600 Call et al 1984 gt 20498 gt 20498 20498 gt Acroneuria Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Midge Chironomus plumosus S U T 80 70 16 30000 Fargasova 2001 25361 25361 25361 Chironomus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Slovakia)
Midge Paratanytarsus dissimilis S M T 1743 728 28 gt 77700 Lamb and Bailey 1981 1983 gt 62318 gt 62318 62318 gt Paratanytarsus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Liberty Lake Washington
Rainbow trout Oncorhynchus mykiss F M T 274 758 05 gt 9840 Gundersen et al 1994 gt 5745 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 452 762 05 gt 8070 Gundersen et al 1994 gt 5212 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 895 758 05 gt 8160 Gundersen et al 1994 gt 6807 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1304 758 05 gt 8200 Gundersen et al 1994 gt 7662 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 232 825 05 6170 Gundersen et al 1994 1190 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 350 826 05 6170 Gundersen et al 1994 1523 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 836 829 05 7670 Gundersen et al 1994 3205 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1158 830 05 6930 Gundersen et al 1994 3554 3661 3661 Oncorhynchus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Atlantic salmon Salmo salar S U T 68 55 05 584 Hamilton and Haines 1995 21042 - Salmo Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Atlantic salmon Salmo salar S U T 68 65 05 599 Hamilton and Haines 1995 2430 7151 7151 Salmo Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Brook trout Salvelinus fontinalis S U T 40 56 16 6530 Tandjung 1982 31767 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 18 56 16 3400 Tandjung 1982 28391 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 2 56 16 370 Tandjung 1982 13663 23097 23097 Salvelinus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green sunfish Lepomis cyanellus S M T 474 755 11 gt 50000 Call et al 1984 gt 24028 gt 24028 24028 gt Lepomis Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Rio Grande silvery minnow Hybognathus amarus R M T 140 81 05 gt 59100 Buhl 2002 gt 39414 gt 39414 39414 gt Hybognathus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Fathead minnow Pimephales promelas S M T 474 761 11 gt 48200 Call et al 1984 gt 21522 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas S M T 474 805 11 gt 49800 Call et al 1984 gt 12972 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas R M T 26 78 05 1160 ENSR 1992c 477 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 46 76 05 8180 ENSR 1992c 5446 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 96 81 05 20300 ENSR 1992c 10966 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 194 81 05 44800 ENSR 1992c 35847 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 140 81 05 gt 59100 Buhl 2002 gt 39414 10168 10168 Pimephales Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Smallmouth bass Micropterus dolomieui S M T 1245 505 16 130 Kane and Rabeni 1987 3929 3929 3929 Micropterus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green tree frog Hyla cinerea R M T 455 549 05 gt 4052 Jung and Jagoe 1995 gt 20016 gt 20016 20016 gt Hyla Amphibian Value is from 2007 FW Cu AWQC Appendix C recommendation artificial soft recon
Normalization Chemistry
pH 7 FAV 2741
Hardness 100 CMC 1400
DOC 1 CCC 390
Acute Ranked GMAV Chronic Ranked GMCV
Rank GMAV Genus Rank GMCV Genus
18 gt 62318 Paratanytarsus Invert 12 17098 Aeolosoma Invert
17 gt 39414 Hybognathus Fish 11 gt 9746 Rana Amphib - Other Data
16 35462 Physa Mollusk 10 5908 Chironomus Invert
15 gt 29834 Lampsilis Mollusk 9 4877 Lymnaea Mollusk
14 gt 28002 Hyalella Invert 8 2555 Brachionus Invert
13 25361 Chironomus Invert 7 2488 Pimephales Fish
12 gt 24028 Lepomis Fish 6 1713 Hyalella Invert
11 23097 Salvelinus Fish 5 1182 Ceriodaphnia Invert
10 gt 20498 Acroneuria Invert 4 1102 Danio Fish
9 gt 20016 Hyla Amphibian 3 1042 Lampsilis Mollusk
8 12174 Crangonyx Invert 2 591 Salvelinus Fish
7 10216 Stenocypris Invert 1 509 Salmo Fish
6 10168 Pimephales Fish
5 7328 Ceriodaphnia Invert
4 7151 Salmo Fish
3 3929 Micropterus Fish
2 3661 Oncorhynchus Fish
1 3332 Daphnia Invert
N Rank Genus GMAV ln(GMAV) ln(GMAV)2 P=R(N+1) sqrt(P) N Rank Genus GMCV ln(GMCV) ln(GMCV)2 P=R(N+1) sqrt(P)
18 4 Salmo 7151 887 7876 0211 0459 12 4 Danio 1102 700 4907 0308 0555
3 Micropterus 3929 828 6849 0158 0397 3 Lampsilis 1042 695 4829 0231 0480
2 Oncorhynchus 3661 821 6733 0105 0324 2 Salvelinus 591 638 4074 0154 0392
1 Daphnia 3332 811 6579 0053 0229 1 Salmo 509 623 3883 0077 0277
Sum 3347 2804 0526 141 Sum 2657 1769 0769 170
S2 = 1223 S2 = 1080
L = 7134 L = 5242
A = 7916 A = 5976
FAV = 2741 FCV = 3940
CMC = 1371
All concentrations reported are microgL total Aluminum
lt-----Click Button after entering data
ENTER DATA HERE ERRORNUM ACUTE CHRONIC
Rank 1 Rank 2 Rank 3 Rank 4 Rank 1 Rank 2 Rank 3 Rank 4
SiteName DOC(mgL) Hardness(mgL as CaCO3) pH FAV CMC CCC Genus GMAV Genus GMAV Genus GMAV Genus GMAV Genus GMCV Genus GMCV Genus GMCV Genus GMCV
Site 1 50 25 9 75428737034162 35229324666008 1800 770 Daphnia 33452 Ceriodaphnia 73576 Stenocypris 102576 Crangonyx 122230 Lampsilis 10463 Ceriodaphnia 11865 Hyalella 17200 Brachionus 25648
Site 2 50 50 9 75428737034162 31204991509063 1600 680 Daphnia 29631 Ceriodaphnia 65171 Stenocypris 90859 Crangonyx 108267 Lampsilis 9268 Ceriodaphnia 10510 Hyalella 15236 Brachionus 22718
Site 3 50 75 9 75428737034162 29067527928199 1500 640 Daphnia 27601 Ceriodaphnia 60707 Stenocypris 84635 Crangonyx 100851 Lampsilis 8633 Ceriodaphnia 9790 Hyalella 14192 Brachionus 21162
Site 4 50 100 9 75428737034162 27640367912592 1400 600 Daphnia 26246 Ceriodaphnia 57726 Stenocypris 80480 Crangonyx 95899 Lampsilis 8209 Ceriodaphnia 9309 Hyalella 13495 Brachionus 20123
Site 5 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 6 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 7 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 8 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 9 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 10 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 11 50 25 85 75428737034162 63245275664384 3200 1400 Daphnia 60055 Ceriodaphnia 132086 Stenocypris 184149 Crangonyx 219432 Lampsilis 18783 Ceriodaphnia 21301 Hyalella 30879 Brachionus 46045
Site 12 50 50 85 75428737034162 61388044609926 3100 1300 Daphnia 58291 Ceriodaphnia 128208 Stenocypris 178742 Crangonyx 212988 Lampsilis 18232 Ceriodaphnia 20676 Hyalella 29972 Brachionus 44693
Site 13 50 75 85 75428737034162 60327020429132 3000 1300 Daphnia 57284 Ceriodaphnia 125992 Stenocypris 175652 Crangonyx 209307 Lampsilis 17917 Ceriodaphnia 20318 Hyalella 29454 Brachionus 43920
Site 14 50 100 85 75428737034162 59585352130146 3000 1300 Daphnia 56580 Ceriodaphnia 124443 Stenocypris 173493 Crangonyx 206734 Lampsilis 17696 Ceriodaphnia 20068 Hyalella 29092 Salmo 41264
Site 15 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 16 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 17 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 18 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 19 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 20 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Page 2: Draft National 304(a) Aluminum Aquatic Life Criteria … · Draft National 304(a) Aluminum Aquatic Life Criteria ... [0.503×ln ... [0.494𝑝𝑝𝐻𝐻× ℎ𝑎𝑎:ln

bull Attendees who are members of the media can submit any questions to the press office Trisha Lynn (202) 564-2615

2

Overview

Background 2017 Recommended Criteria Status

3

Sources of Aluminumbull Aluminum is found in most rocks and

minerals and can enter the environment through natural weathering

bull Aluminumrsquos solubility increase under acidic (pH lt6) or basic (pH gt8) water conditions

bull Aluminum is actively mined from bauxite used in industrial processes and alum (potassium aluminum sulfate) is used in the clarification process at drinking water facilities 4

Current 1988 Aluminum Criteriabull The current 1988 criteria account for the

ndash Influence of pH on toxicity (solely by limiting criteria application range)

ndash Similarity of acute toxicity of fish and invertebrates

ndash The greater sensitivity of invertebrates in chronic toxicity tests

5

Current 1988 Aluminum Criteriabull The final 1988 criteria document recommended

ndash An acute criterion of 750 microgL total aluminum when the pH is between 65 and 90

ndash Chronic criterion of 87 microgL total aluminum when the pH is between 65 and 90

ndash The 1988 freshwater chronic criterion of 87 microgL was lowered based on two tests (brook trout and striped bass)

ndash The studies were not pH adjusted and all the data were not normalized for hardness The 1988 existing criteria did not take hardness and DOC into account

6

Aluminum Standardsbull Aluminum Standards

ndash About 20 states have numeric criteria for aluminum for aquatic life

bull Most are based on EPArsquos 1988 values and two are hardness-based equations (CO and NM)

bull There are numerous site-specific criteria that involve the Biotic Ligand Model (BLM) or a Water Effects Ratio (WER) -adjusted 1988 aluminum criteria

ndash Aluminum is not a priority pollutant

7

Criteria Development Processbull All EPA Aquatic Life Criteria for Toxics undergo rigorous

scientific development and review processbull Develop criteria document draftbull Intra-agency peer review process bull Independent external peer reviewbull Revisions based on external peer review

Intra-agency review of draft criteria documentbull Release to the public in draft form to obtain scientific views

Revisions considering public comments Intra-agency review of final criteria document

bull Publication of final criteria document bull States may then consider recommended criteria in

development and adoption of state water quality standards8

Framework for Updated Draft Aluminum Criteria

I Screen toxicological studies for high

quality data

II Consider water conditions effects on

aluminum bioavailability

III Normalize toxicity data in species

sensitivity distribution to a set of water quality conditions

IV Construct sensitivity distribution to determine criteria

at set conditions

9

I Screen toxicological studies for high quality data

bull First step in all criteria developmentndash Data are evaluated based on the data quality objectives

outlined in the 1985 Guidelines methodology and other toxicity testing recommendations (ie EPA ASTM)

ndash High quality data are used quantitatively to develop criteria magnitudes

ndash Lower quality data are used qualitatively if appropriatendash Lowest quality data are considered unacceptable and not

usedbull Data are grouped into acute and chronic exposures

10

Aluminum Toxicity Databull The updated freshwater aluminum criteria meets the

acute and chronic minimum data requirements outlined in EPArsquos 1985 Guidelines

InvertebrateSpecies

Fish Species

AmphibianSpecies

Total Genera

Acute1988 AWQC 8 7 - 142017 Draft AWQC 11 8 1 18

Chronic1988 AWQC 2 1 - 32017 Draft AWQC 7 4 - 11

11 1988 AWQC Chronic CCC based on two studies for the striped

bass and brook trout

Aluminum Toxicity Data Freshwater mussels have been

suggested to be potentially sensitive to aluminum

EPA worked collaboratively with USGSrsquos Columbia Environmental Research Center (CERC) to have acute and chronic aluminum toxicity tests conducted with a unionid mussel (fatmucket Lampsilis siliquoidea) in water-only exposures to obtain additional data on invertebrates New data on amphipod (Hyalella azteca)

were collected to confirm laboratory conditions

12

Aluminum Toxicity Data

13

bull New data and models examinedndash Data submitted to EU REACH program

bull New freshwater aluminum toxicity data generated by Oregon State University

bull 2016 BLM model provided by the European Aluminum Association

ndash Saltwater data provided by Australia bull Insufficient data to develop estuarinemarine acute or chronic

criteria at this timendash Multiple Linear Regression (MLR) model developed by

DeForest et al 2017bull DeForest DK KV Brix LM Tear and WJ Adams 2017 Multiple Linear Regression (MLR) models for predicting chronic aluminum

toxicity to freshwater aquatic organisms and developing water quality guidelines Environ Toxicol Chem (DOI101002etc3922)

14

Minimum Dataset For Freshwater Criteria Derivation

SALMONID SECONDFISHFAMILY

CHORDATA

PLANKTONICCRUSTACEAN

BENTHIC CRUSTACEAN

INSECT ROTIFERA ANNELIDA MOLLUSCA

OTHERINSECT ORMOLLUSCA

EstuarineMarine Minimum Data Requirements

15

Family Minimum Data Requirement EstuarineMarine

Acute(Phylum Family Genus)

Chronic(Phylum Family Genus)

Family in the phylum Chordata - -

Family in the phylum Chordata - -

Either the Mysidae or Penaeidae family - -

Family in a phylum other than Arthropoda or Chordata Mollusca Ostreidae Crassostrea -

Family in a phylum other than Chordata Annelida Nereididae Neanthes -

Family in a phylum other than Chordata Annelida Capitellidae Capitella -

Family in a phylum other than Chordata Annelida Ctenodrilidae Ctenodrilus -

Any other family Arthropoda Ameiridae Nitokra -

II Evaluate water quality conditions to determine applicability

bull Criteria are often based on one or more water quality conditions (eg hardness) that affect toxicity of the material to test organisms

bull Aluminum toxicity is highly dependent on the pH of the test waterndash The pH of test waters affects the amount and form

of aluminum that is bioavailable to test speciesndash Hardness and DOC (Dissolved Organic Carbon)

also influence the amount of aluminum that is bioavailable

16

Multiple Bioavailability Modeling Approaches Underwent External Peer Review

17

bull Biotic Ligand Modelsbull Full aluminum BLM (2016 model version) ndash Temperature pH

Dissolved organic carbon (DOC) Major cations (calcium [Ca] magnesium [Mg] sodium [Na] and potassium [K]) Major anions (sulfate [SO4] and chloride [Cl]) Alkalinity and Sulfide

bull Simplified aluminum BLM - pH hardness DOC temperature

bull Multilinear Regression Equationsbull pH and Hardness

Accounting for Effects of Water Chemistry on Bioavailability and Toxicity

bull Water quality criteria can be modified quantitatively when enough data are available to demonstrate that those conditions similarly affect the results with a variety of speciesndash High quality data in the draft aluminum document demonstrated

that pH DOC and hardness affected a variety of species in a similar way when exposed to aluminum concentrations

bull Recent publications by Cardwell et al (2017) and Gensemer et al (2017) summarized short-term aluminum chronic toxicity data across a range of DOC pH and hardness values for three species

18

Multiple Linear Regression (MLR) Models to Account for Effects of Water Chemistry

bull MLR models were developed for each species (DeForest et al 2017)ndash 119862119862 119889119889119906119906119887119887119894119894119886119886 11986411986411986211986220=119890119890[minus41026+[0525timesln(119863119863119874119874119862119862)]+[2201timesln(ℎ119886119886119903119903119889119889)]+(11282times119901119901119867119867)minus(0633times1199011199011198671198672)minus[0264times119901119901119867119867ln(ℎ119886119886119903119903119889119889)]]

ndash 119875119875 119901119901119903119903119900119900119898119898119890119890119897119897119886119886119904119904 11986411986411986211986220=119890119890[minus14029+[0503timesln(119863119863119874119874119862119862)]+[3443timesln(ℎ119886119886119903119903119889119889)]+(3131times119901119901119867119867)minus[0494times119901119901119867119867ln(ℎ119886119886119903119903119889119889)]]

bull These models were applied to both the acute and chronic aluminum toxicity datandash The C dubia model was applied to invertebrate datandash The P promelas model was applied to vertebrate data

19

III Normalize toxicity data in species sensitivity distribution to a set of water

quality conditionsbull Just like single parameter hardness models the MLR

models were used to normalize the aluminum toxicity data to a single set of water quality conditionsndash As an illustration for one set of calculations the draft

aluminum AWQC set these conditions to pH 7 hardness of 100 mgL and DOC of 1 mgL

bull This allows for comparisons to be made between species based on their sensitivity to aluminumndash Apples to apples

20

IV Construct sensitivity distribution to determine criteria at set conditions

21

Figure 8 Ranked Summary of Total Aluminum Genus Mean Acute Values (GMAVs) - Freshwater at pH 7 Hardness of 100 mgL and DOC of 1 mgL

IV Construct sensitivity distribution to determine criteria at set conditions

22

Figure 10 Ranked Summary of Total Aluminum Genus Mean Chronic Values (GMCVs) ndash Freshwater Supplemented with Other Data to Fulfill Missing MDRs at pH 7 Hardness of 100 mgL and DOC of 1 mgL

Aluminum Criteria Calculatorbull The relative ranking of genera in the sensitivity

distribution to which the toxicity data are normalized will change based on the set of water chemistry conditions (ie pH hardness and DOC)

bull To make calculating aluminum criteria easier EPA developed an Aluminum Criteria Calculatorndash Automated so that user only needs to enter water chemistry

conditions of interestndash Allows quick calculations for a variety of conditionsndash Limits calculations to the recommended conditions for which

the MLR models were developed were specified for hardness and DOC

bull No extrapolation beyond hardness and DOC empirical data bounds

23

Aluminum Criteria Calculator SD Example

24

pH=7 Hardness=100 DOC=1 pH=6 Hardness=25 DOC=1

Chronic Ranked GMCVRank GMCV Genus

12 17098 Aeolosoma Invert11 gt 9746 Rana Amphib - Other Data10 5908 Chironomus Invert

9 4877 Lymnaea Mollusk8 2555 Brachionus Invert7 2488 Pimephales Fish6 1713 Hyalella Invert5 1182 Ceriodaphnia Invert4 1102 Danio Fish3 1042 Lampsilis Mollusk2 591 Salvelinus Fish1 509 Salmo Fish

FCV = 3940 microgL total aluminum

Chronic Ranked GMCVRank GMCV Genus

12 gt 2131 Rana Amphib - Other Data11 1710 Aeolosoma Invert10 591 Chironomus Invert

9 544 Pimephales Fish8 488 Lymnaea Mollusk7 255 Brachionus Invert6 241 Danio Fish5 171 Hyalella Invert4 129 Salvelinus Fish3 118 Ceriodaphnia Invert2 111 Salmo Fish1 104 Lampsilis Mollusk

FCV = 987 microgL total aluminum

Multiple Scenarios

Run Scenarios

Summary Sheet

Acute Dataset

Chronic Dataset

Multiple Scenarios

Run Scenarios

Summary Sheet

Acute Dataset

Chronic Dataset

Boundaries of the Criteria Outputsbull MLR models were developed using data that

encompassndash DOC range of 008-5 mgLndash Hardness range of 98-127 mgL (as CaCO3)ndash pH range of 6-81

bull MLR criteria outputs are bounded atndash Maximum of 150 mgL total hardness (as CaCO3)

ndash DOC of 50 mgLndash pH range of the model is 50 to 90

25

Aluminum Criteria Look-Up Tables

26

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=05 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 23 a 14 b 69 c 160 f 350 f 620 i 540 b 410 a 230 a

50 43 a 24 b 100 d 170 f 310 f 630 f 670 j 400 a 200 a

75 61 a 33 b 130 e 180 f 290 f 530 f 730 i 390 a 190 a

100 78 a 41 b 150 e 190 f 280 g 460 f 770 c 390 a 180 a

150 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

200 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

250 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

300 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

350 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

400 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

Aluminum Criteria Look-Up Tables

27

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=10 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 33 a 21 b 99 c 220 f 490 f 900 i 780 b 590 a 330 a

50 61 a 35 b 150 e 250 f 440 f 890 f 960 j 580 a 290 a

75 88 a 47 b 180 e 260 f 410 f 740 f 1100 i 570 a 270 a

100 11 a 59 b 210 e 270 f 390 g 650 f 1100 c 560 b 260 a

150 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

200 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

250 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

300 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

350 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

400 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

Aluminum Criteria Look-Up Tables

28

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=25 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 54 a 34 b 160 c 350 f 770 f 1500 i 1300 b 960 a 540 a

50 99 a 57 b 230 e 390 f 690 f 1400 f 1600 j 930 a 470 a

75 14 a 77 b 290 e 410 f 640 f 1200 f 1700 i 920 a 440 a

100 18 a 96 b 330 e 420 f 620 g 1000 f 1800 d 920 b 420 a

150 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

200 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

250 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

300 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

350 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

400 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

Aluminum Criteria Look-Up Tables

29

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=50 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 77 a 49 b 230 c 500 f 1100 f 2100 c 1900 b 1400 a 770 a

50 14 a 82 b 330 e 540 f 970 f 2000 f 2200 j 1300 a 680 a

75 20 a 110 b 410 e 570 f 900 f 1600 f 2500 i 1300 a 640 a

100 26 a 140 b 460 f 590 f 880 g 1400 f 2500 d 1300 b 600 a

150 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

200 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

250 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

300 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

350 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

400 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

Status

30

bull Draft Document Released to the Federal Register on 72817ndash Public comment period of 60 days ndash Due Date for Comments is 92617

bull Revisions will be made considering public commentsbull Subsequent EPA intra-agency review of final criteria

document will then be conducted bull Publication of final criteria document planned for Late Fall

2017

Federal Register Webpagehttpswwwfederalregistergovdocuments201

707282017-15968request-for-scientific-views-draft-updated-aquatic-life-ambient-water-quality-criteria-for-aluminum

Aluminum Criteria Webpagehttpswwwepagovwqc2017-draft-aquatic-life-

criteria-aluminum-freshwater-documents

31

Contact Information

Aluminum Criteria Lead Diana EignorEignorDianaepagov

202-566-1143

Kathryn Gallagher Branch Chiefgallagherkathrynepagov

202-564-1398 32

  • Draft National 304(a) Aluminum Aquatic Life Criteria
  • Slide Number 2
  • Overview
  • Sources of Aluminum
  • Current 1988 Aluminum Criteria
  • Current 1988 Aluminum Criteria
  • Aluminum Standards
  • Criteria Development Process
  • Framework for Updated Draft Aluminum Criteria
  • I Screen toxicological studies for high quality data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Slide Number 14
  • EstuarineMarine Minimum Data Requirements
  • II Evaluate water quality conditions to determine applicability
  • Multiple Bioavailability Modeling Approaches Underwent External Peer Review
  • Accounting for Effects of Water Chemistry on Bioavailability and Toxicity
  • Multiple Linear Regression (MLR) Models to Account for Effects of Water Chemistry
  • III Normalize toxicity data in species sensitivity distribution to a set of water quality conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • Aluminum Criteria Calculator
  • Aluminum Criteria Calculator SD Example
  • Boundaries of the Criteria Outputs
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Status
  • Slide Number 31
  • Contact Information
Appendix C Acceptable Chronic Toxicity Data of Aluminum to Freshwater Aquatic Animals
MLR equation
Species Hardness (mgL as CaCO3) pH DOC(mgL) EC20 Endpoint EC20(microgL) Normalized Conc- EC20(microgL) SMCV-EC20(microgL) GMCV-EC20(microgL) Genus DOC Notes Dilution water
Oligochaete Aeolosoma sp 48 6 025 Reproduction (population size) 1235 1710 1710 1710 Aeolosoma Invert Author reported half the detection limit
Rotifer Brachionus calyciflorus 100 62 025 Reproduction (population size) 431 255 255 255 Brachionus Invert Author reported half the detection limit
Great pond snail Lymnaea stagnalis 117 61 025 Biomass 746 488 488 488 Lymnaea Mollusk Author reported half the detection limit
Fatmucket Lampsilis siliquoidea 1055 604 040 Biomass 169 104 104 104 Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia 50 715 11 Reproduction - youngstarting adult 1780 190 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia 26 73 05 Reproduction - youngfemale 1557 272 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 46 75 05 Reproduction - youngfemale 8087 110 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 96 79 05 Reproduction - youngfemale 6519 80 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 194 81 05 Reproduction - youngfemale 6836 89 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 255 703 05 Reproduction (youngfemale) 250 56 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 713 05 Reproduction (youngfemale) 860 106 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 25 798 05 Reproduction (youngfemale) 700 101 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 61 803 05 Reproduction (youngfemale) 1010 136 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 810 05 Reproduction (youngfemale) 870 116 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 255 633 05 Reproduction (youngfemale) 260 176 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 121 636 05 Reproduction (youngfemale) 390 110 118 118 Ceriodaphnia Invert Author reported
Amphipod Hyalella azteca 95 61 051 Biomass (28 d) 1993 101 Hyalella Author reported
Amphipod Hyalella azteca 106 604 033 Biomass (28 d) 425 289 171 171 Hyalella Invert Author reported
Midge Chironomus riparius 118 558 18 Adult midge emergence 2955 119 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 119 505 18 Adult midge emergence 8442 2258 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 91 66 051 Reproduction ( of eggscase) 3387 766 591 591 Chironomus Invert Author reported
Atlantic salmon Salmo salar 127 57 18 Biomass 6156 1112 1112 1112 Salmo Fish Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Brook trout Salvelinus fontinalis 123 655 19 Biomass 1644 59 Salvelinus Author reported wellRO mix
Brook trout Salvelinus fontinalis 128 565 18 Biomass 1435 283 1293 1293 Salvelinus Fish Author reported wellRO mix
Fathead minnow Pimephales promelas 220 770 16 Biomass 6194 781 Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation well water
Fathead minnow Pimephales promelas 96 620 025 Fry survival 4286 379 544 544 Pimephales Fish Author reported half the detection limit
Zebrafish Danio rerio 83 61 025 Biomass 2344 241 241 241 Danio Fish Author reported half the detection limit
Wood frog Rana sylvatica 115 469 16 MATC-survival gt 2000 gt 2131 gt 2131 2131 gt Rana Amphib - Other Data Value is from 2007 FW Cu AWQC Appendix C recommendation aged tap water
Appendix A Acceptable Acute Toxicity Data of Aluminum to Freshwater Aquatic Animals
Species Methoda Hardness (mgL as CaCO3) pH DOC(mgL) LC50 or EC50 Conc (microgL) Reference Normalized Conc - LC50(microgL) Species Mean Acute Value(microgL) Genus Mean Acute Value(microgL) Genus DOC Note Dilution water
Snail Physa sp S M T 474 659 11 gt 23400 Call 1984 Call et al 1984 gt 4843 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 755 11 30600 Call 1984 Call et al 1984 2699 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 817 11 gt 24700 Call 1984 Call et al 1984 gt 2404 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 746 11 55500 Call 1984 Call et al 1984 5034 3546 3546 Physa Mollusk Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Fatmucket Lampsilis siliquoidea F M T 1060 612 048 gt 6302 Wang et al 2016 Wang et al 2017 gt 2983 gt 2983 2983 gt Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia S M A 500 742 11 1900 McCauley et al 1986 173 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia S M A 505 786 11 1500 McCauley et al 1986 129 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation UW-S Lake Superior lab water
Cladoceran Ceriodaphnia dubia S M A 500 813 11 2560 McCauley et al 1986 243 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia R M T 26 75 05 720 ENSR 1992d 111 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 46 76 05 1880 ENSR 1992d 250 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 96 78 05 2450 ENSR 1992d 289 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 3727 Fort and Stover 1995 500 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 5673 Fort and Stover 1995 761 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 89 76 05 2880 Soucek et al 2001 336 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U T 106 601 05 7112 European Al Association 2009 169 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 605 2 6865 European Al Association 2009 709 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 609 4 15581 European Al Association 2009 1007 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 601 05 681 European Al Association 2009 162 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 603 05 1630 European Al Association 2009 367 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 597 05 1785 European Al Association 2009 473 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 592 05 1410 European Al Association 2009 429 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 699 05 gt 1300 European Al Association 2009 gt 419 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 785 05 gt 5000 European Al Association 2009 gt 796 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 68 2 gt 10000 European Al Association 2009 gt 2076 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 782 2 gt 15000 European Al Association 2009 gt 1163 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 677 4 gt 10000 European Al Association 2009 gt 1516 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 766 4 gt 15000 European Al Association 2009 gt 861 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 79 05 gt 2000 European Al Association 2009 gt 315 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 789 05 gt 2000 European Al Association 2009 gt 316 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 604 05 1108 European Al Association 2009 85 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 598 2 11371 European Al Association 2009 482 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 573 4 80467 European Al Association 2009 4357 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 671 05 gt 10000 European Al Association 2009 gt 2379 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 783 05 gt 5000 European Al Association 2009 gt 634 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 679 2 gt 10000 European Al Association 2009 gt 1039 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 767 2 gt 15000 European Al Association 2009 gt 908 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 668 4 gt 15000 European Al Association 2009 gt 1246 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 762 4 gt 15000 European Al Association 2009 gt 633 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 606 2 33868 European Al Association 2009 792 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 56 4 104842 European Al Association 2009 4880 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 693 05 gt 5000 European Al Association 2009 gt 713 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 788 05 gt 5000 European Al Association 2009 gt 590 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 676 2 gt 15000 European Al Association 2009 gt 1212 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 771 2 gt 15000 European Al Association 2009 gt 810 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 66 4 gt 15000 European Al Association 2009 gt 1014 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 76 4 gt 15000 European Al Association 2009 gt 555 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11971 European Al Association 2010 270 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 27478 European Al Association 2010 619 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11998 European Al Association 2010 270 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 607 05 92495 European Al Association 2010 188 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 609 05 31337 European Al Association 2010 604 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 61 05 33235 European Al Association 2010 624 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 708 05 gt 8864 European Al Association 2010 gt 253 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 779 05 gt 42783 European Al Association 2010 gt 693 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 753 05 13204 European Al Association 2010 24 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 601 05 46326 European Al Association 2010 380 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 599 05 gt 8590 European Al Association 2010 gt 737 509 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia reticulata F M T 451 60 11 304 Shephard 1983 201 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia reticulata F M T 40 55 11 362 Shephard 1983 5531 1054 733 Ceriodaphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake SuperiorDI Mix
Cladoceran Daphnia magna S U NR 453 774 11 3900 Biesinger and Christensen 1972 338 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S M T 220 76 16 38200 Kimball 1978 2030 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Well water
Cladoceran Daphnia magna S U T 451 725 11 2800 Shephard 1983 287 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S U T 168 599 05 5000 European Al Association 2009 gt 227 - Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Daphnia magna S U T 168 792 05 7950 European Al Association 2009 92 333 333 Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Ostracod Stenocypris major R M T 1563 651 16 310196 Shuhaimi-Othman et al 2011a 1022 1022 1022 Stenocypris Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Malaysia)
Amphipod Crangonyx pseudogracilis R U T 50 675 16 9190 Martin and Holdich 1986 1217 1217 1217 Crangonyx Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (UK)
Amphipod Hyalella azteca F M T 105 613 048 gt 5997 Wang et al 2016 Wang et al 2017 gt 2800 gt 2800 2800 gt Hyalella Invert Author reported
Stonefly Acroneuria sp S M T 474 746 11 gt 22600 Call et al 1984 gt 2050 gt 2050 2050 gt Acroneuria Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Midge Chironomus plumosus S U T 80 70 16 30000 Fargasova 2001 2536 2536 2536 Chironomus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Slovakia)
Midge Paratanytarsus dissimilis S M T 1743 728 28 gt 77700 Lamb and Bailey 1981 1983 gt 6232 gt 6232 6232 gt Paratanytarsus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Liberty Lake Washington
Rainbow trout Oncorhynchus mykiss F M T 274 758 05 gt 9840 Gundersen et al 1994 gt 1256 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 452 762 05 gt 8070 Gundersen et al 1994 gt 1140 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 895 758 05 gt 8160 Gundersen et al 1994 gt 1489 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1304 758 05 gt 8200 Gundersen et al 1994 gt 1676 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 232 825 05 6170 Gundersen et al 1994 260 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 350 826 05 6170 Gundersen et al 1994 333 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 836 829 05 7670 Gundersen et al 1994 701 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1158 830 05 6930 Gundersen et al 1994 777 801 801 Oncorhynchus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Atlantic salmon Salmo salar S U T 68 55 05 584 Hamilton and Haines 1995 4602 - Salmo Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Atlantic salmon Salmo salar S U T 68 65 05 599 Hamilton and Haines 1995 531 1564 1564 Salmo Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Brook trout Salvelinus fontinalis S U T 40 56 16 6530 Tandjung 1982 6947 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 18 56 16 3400 Tandjung 1982 6209 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 2 56 16 370 Tandjung 1982 2988 5051 5051 Salvelinus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green sunfish Lepomis cyanellus S M T 474 755 11 gt 50000 Call et al 1984 gt 5255 gt 5255 5255 gt Lepomis Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Rio Grande silvery minnow Hybognathus amarus R M T 140 81 05 gt 59100 Buhl 2002 gt 8620 gt 8620 8620 gt Hybognathus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Fathead minnow Pimephales promelas S M T 474 761 11 gt 48200 Call et al 1984 gt 4707 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas S M T 474 805 11 gt 49800 Call et al 1984 gt 2837 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas R M T 26 78 05 1160 ENSR 1992c 104 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 46 76 05 8180 ENSR 1992c 1191 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 96 81 05 20300 ENSR 1992c 2398 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 194 81 05 44800 ENSR 1992c 7839 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 140 81 05 gt 59100 Buhl 2002 gt 8620 2224 2224 Pimephales Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Smallmouth bass Micropterus dolomieui S M T 1245 505 16 130 Kane and Rabeni 1987 859 859 859 Micropterus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green tree frog Hyla cinerea R M T 455 549 05 gt 4052 Jung and Jagoe 1995 gt 4377 gt 4377 4377 gt Hyla Amphibian Value is from 2007 FW Cu AWQC Appendix C recommendation artificial soft recon
Normalization Chemistry
pH 6 FAV 360
Hardness 25 CMC 180
DOC 1 CCC 99
Acute Ranked GMAV Chronic Ranked GMCV
Rank GMAV Genus Rank GMCV Genus
18 gt 8620 Hybognathus Fish 12 gt 2131 Rana Amphib - Other Data
17 gt 6232 Paratanytarsus Invert 11 1710 Aeolosoma Invert
16 gt 5255 Lepomis Fish 10 591 Chironomus Invert
15 5051 Salvelinus Fish 9 544 Pimephales Fish
14 gt 4377 Hyla Amphibian 8 488 Lymnaea Mollusk
13 3546 Physa Mollusk 7 255 Brachionus Invert
12 gt 2983 Lampsilis Mollusk 6 241 Danio Fish
11 gt 2800 Hyalella Invert 5 171 Hyalella Invert
10 2536 Chironomus Invert 4 129 Salvelinus Fish
9 2224 Pimephales Fish 3 118 Ceriodaphnia Invert
8 gt 2050 Acroneuria Invert 2 111 Salmo Fish
7 1564 Salmo Fish 1 104 Lampsilis Mollusk
6 1217 Crangonyx Invert
5 1022 Stenocypris Invert
4 859 Micropterus Fish
3 801 Oncorhynchus Fish
2 733 Ceriodaphnia Invert
1 333 Daphnia Invert
N Rank Genus GMAV ln(GMAV) ln(GMAV)2 P=R(N+1) sqrt(P) N Rank Genus GMCV ln(GMCV) ln(GMCV)2 P=R(N+1) sqrt(P)
18 4 Micropterus 859 676 4564 0211 0459 12 4 Salvelinus 129 486 2364 0308 0555
3 Oncorhynchus 801 669 4469 0158 0397 3 Ceriodaphnia 118 477 2277 0231 0480
2 Ceriodaphnia 733 660 4352 0105 0324 2 Salmo 111 471 2220 0154 0392
1 Daphnia 333 581 3374 0053 0229 1 Lampsilis 104 465 2159 0077 0277
Sum 2585 1676 0526 141 Sum 1899 902 0769 170
S2 = 1987 S2 = 059
L = 4890 L = 4420
A = 5887 A = 4592
FAV = 360 FCV = 987
CMC = 180
All concentrations reported are microgL total Aluminum
lt-----Click Button after entering data
ENTER DATA HERE ERRORNUM ACUTE CHRONIC
Rank 1 Rank 2 Rank 3 Rank 4 Rank 1 Rank 2 Rank 3 Rank 4
SiteName DOC(mgL) Hardness(mgL as CaCO3) pH FAV CMC CCC Genus GMAV Genus GMAV Genus GMAV Genus GMAV Genus GMCV Genus GMCV Genus GMCV Genus GMCV
Site 1 50 25 9 75428737034162 35229324666008 1800 770 Daphnia 33452 Ceriodaphnia 73576 Stenocypris 102576 Crangonyx 122230 Lampsilis 10463 Ceriodaphnia 11865 Hyalella 17200 Brachionus 25648
Site 2 50 50 9 75428737034162 31204991509063 1600 680 Daphnia 29631 Ceriodaphnia 65171 Stenocypris 90859 Crangonyx 108267 Lampsilis 9268 Ceriodaphnia 10510 Hyalella 15236 Brachionus 22718
Site 3 50 75 9 75428737034162 29067527928199 1500 640 Daphnia 27601 Ceriodaphnia 60707 Stenocypris 84635 Crangonyx 100851 Lampsilis 8633 Ceriodaphnia 9790 Hyalella 14192 Brachionus 21162
Site 4 50 100 9 75428737034162 27640367912592 1400 600 Daphnia 26246 Ceriodaphnia 57726 Stenocypris 80480 Crangonyx 95899 Lampsilis 8209 Ceriodaphnia 9309 Hyalella 13495 Brachionus 20123
Site 5 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 6 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 7 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 8 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 9 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 10 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 11 50 25 85 75428737034162 63245275664384 3200 1400 Daphnia 60055 Ceriodaphnia 132086 Stenocypris 184149 Crangonyx 219432 Lampsilis 18783 Ceriodaphnia 21301 Hyalella 30879 Brachionus 46045
Site 12 50 50 85 75428737034162 61388044609926 3100 1300 Daphnia 58291 Ceriodaphnia 128208 Stenocypris 178742 Crangonyx 212988 Lampsilis 18232 Ceriodaphnia 20676 Hyalella 29972 Brachionus 44693
Site 13 50 75 85 75428737034162 60327020429132 3000 1300 Daphnia 57284 Ceriodaphnia 125992 Stenocypris 175652 Crangonyx 209307 Lampsilis 17917 Ceriodaphnia 20318 Hyalella 29454 Brachionus 43920
Site 14 50 100 85 75428737034162 59585352130146 3000 1300 Daphnia 56580 Ceriodaphnia 124443 Stenocypris 173493 Crangonyx 206734 Lampsilis 17696 Ceriodaphnia 20068 Hyalella 29092 Salmo 41264
Site 15 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 16 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 17 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 18 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 19 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 20 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Appendix C Acceptable Chronic Toxicity Data of Aluminum to Freshwater Aquatic Animals
MLR equation
Species Hardness (mgL as CaCO3) pH DOC(mgL) EC20 Endpoint EC20(microgL) Normalized Conc- EC20(microgL) SMCV-EC20(microgL) GMCV-EC20(microgL) Genus DOC Notes Dilution water
Oligochaete Aeolosoma sp 48 6 025 Reproduction (population size) 1235 17098 17098 17098 Aeolosoma Invert Author reported half the detection limit
Rotifer Brachionus calyciflorus 100 62 025 Reproduction (population size) 431 2555 2555 2555 Brachionus Invert Author reported half the detection limit
Great pond snail Lymnaea stagnalis 117 61 025 Biomass 746 4877 4877 4877 Lymnaea Mollusk Author reported half the detection limit
Fatmucket Lampsilis siliquoidea 1055 604 040 Biomass 169 1042 1042 1042 Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia 50 715 11 Reproduction - youngstarting adult 1780 1898 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia 26 73 05 Reproduction - youngfemale 1557 2718 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 46 75 05 Reproduction - youngfemale 8087 1102 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 96 79 05 Reproduction - youngfemale 6519 796 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 194 81 05 Reproduction - youngfemale 6836 888 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 255 703 05 Reproduction (youngfemale) 250 563 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 713 05 Reproduction (youngfemale) 860 1061 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 25 798 05 Reproduction (youngfemale) 700 1006 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 61 803 05 Reproduction (youngfemale) 1010 1363 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 810 05 Reproduction (youngfemale) 870 1164 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 255 633 05 Reproduction (youngfemale) 260 1758 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 121 636 05 Reproduction (youngfemale) 390 1101 1182 1182 Ceriodaphnia Invert Author reported
Amphipod Hyalella azteca 95 61 051 Biomass (28 d) 1993 1014 Hyalella Author reported
Amphipod Hyalella azteca 106 604 033 Biomass (28 d) 425 2895 1713 1713 Hyalella Invert Author reported
Midge Chironomus riparius 118 558 18 Adult midge emergence 2955 1192 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 119 505 18 Adult midge emergence 8442 22578 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 91 66 051 Reproduction ( of eggscase) 3387 7664 5908 5908 Chironomus Invert Author reported
Atlantic salmon Salmo salar 127 57 18 Biomass 6156 5085 5085 5085 Salmo Fish Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Brook trout Salvelinus fontinalis 123 655 19 Biomass 1644 270 Salvelinus Author reported wellRO mix
Brook trout Salvelinus fontinalis 128 565 18 Biomass 1435 1295 5914 5914 Salvelinus Fish Author reported wellRO mix
Fathead minnow Pimephales promelas 220 770 16 Biomass 6194 3569 Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation well water
Fathead minnow Pimephales promelas 96 620 025 Fry survival 4286 1734 2488 2488 Pimephales Fish Author reported half the detection limit
Zebrafish Danio rerio 83 61 025 Biomass 2344 1102 1102 1102 Danio Fish Author reported half the detection limit
Wood frog Rana sylvatica 115 469 16 MATC-survival gt 2000 gt 9746 gt 9746 9746 gt Rana Amphib - Other Data Value is from 2007 FW Cu AWQC Appendix C recommendation aged tap water
Appendix A Acceptable Acute Toxicity Data of Aluminum to Freshwater Aquatic Animals
Species Methoda Hardness (mgL as CaCO3) pH DOC(mgL) LC50 or EC50 Conc (microgL) Reference Normalized Conc - LC50(microgL) Species Mean Acute Value(microgL) Genus Mean Acute Value(microgL) Genus DOC Note Dilution water
Snail Physa sp S M T 474 659 11 gt 23400 Call 1984 Call et al 1984 gt 48425 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 755 11 30600 Call 1984 Call et al 1984 26986 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 817 11 gt 24700 Call 1984 Call et al 1984 gt 24040 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 746 11 55500 Call 1984 Call et al 1984 50338 35462 35462 Physa Mollusk Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Fatmucket Lampsilis siliquoidea F M T 1060 612 048 gt 6302 Wang et al 2016 Wang et al 2017 gt 29834 gt 29834 29834 gt Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia S M A 500 742 11 1900 McCauley et al 1986 1728 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia S M A 505 786 11 1500 McCauley et al 1986 1294 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation UW-S Lake Superior lab water
Cladoceran Ceriodaphnia dubia S M A 500 813 11 2560 McCauley et al 1986 2431 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia R M T 26 75 05 720 ENSR 1992d 1113 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 46 76 05 1880 ENSR 1992d 2495 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 96 78 05 2450 ENSR 1992d 2894 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 3727 Fort and Stover 1995 5002 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 5673 Fort and Stover 1995 7613 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 89 76 05 2880 Soucek et al 2001 3362 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U T 106 601 05 7112 European Al Association 2009 1691 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 605 2 6865 European Al Association 2009 7088 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 609 4 15581 European Al Association 2009 10072 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 601 05 681 European Al Association 2009 1620 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 603 05 1630 European Al Association 2009 3674 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 597 05 1785 European Al Association 2009 4732 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 592 05 1410 European Al Association 2009 4295 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 699 05 gt 1300 European Al Association 2009 gt 4189 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 785 05 gt 5000 European Al Association 2009 gt 7960 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 68 2 gt 10000 European Al Association 2009 gt 20755 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 782 2 gt 15000 European Al Association 2009 gt 11626 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 677 4 gt 10000 European Al Association 2009 gt 15161 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 766 4 gt 15000 European Al Association 2009 gt 8608 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 79 05 gt 2000 European Al Association 2009 gt 3150 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 789 05 gt 2000 European Al Association 2009 gt 3156 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 604 05 1108 European Al Association 2009 850 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 598 2 11371 European Al Association 2009 4817 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 573 4 80467 European Al Association 2009 43570 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 671 05 gt 10000 European Al Association 2009 gt 23786 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 783 05 gt 5000 European Al Association 2009 gt 6344 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 679 2 gt 10000 European Al Association 2009 gt 10394 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 767 2 gt 15000 European Al Association 2009 gt 9082 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 668 4 gt 15000 European Al Association 2009 gt 12461 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 762 4 gt 15000 European Al Association 2009 gt 6332 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 606 2 33868 European Al Association 2009 7920 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 56 4 104842 European Al Association 2009 48800 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 693 05 gt 5000 European Al Association 2009 gt 7126 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 788 05 gt 5000 European Al Association 2009 gt 5898 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 676 2 gt 15000 European Al Association 2009 gt 12117 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 771 2 gt 15000 European Al Association 2009 gt 8096 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 66 4 gt 15000 European Al Association 2009 gt 10139 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 76 4 gt 15000 European Al Association 2009 gt 5545 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11971 European Al Association 2010 2699 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 27478 European Al Association 2010 6194 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11998 European Al Association 2010 2705 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 607 05 92495 European Al Association 2010 1876 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 609 05 31337 European Al Association 2010 6035 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 61 05 33235 European Al Association 2010 6238 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 708 05 gt 8864 European Al Association 2010 gt 2534 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 779 05 gt 42783 European Al Association 2010 gt 6930 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 753 05 13204 European Al Association 2010 244 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 601 05 46326 European Al Association 2010 3798 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 599 05 gt 8590 European Al Association 2010 gt 7366 5094 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia reticulata F M T 451 60 11 304 Shephard 1983 2009 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia reticulata F M T 40 55 11 362 Shephard 1983 55307 10542 7328 Ceriodaphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake SuperiorDI Mix
Cladoceran Daphnia magna S U NR 453 774 11 3900 Biesinger and Christensen 1972 3382 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S M T 220 76 16 38200 Kimball 1978 20303 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Well water
Cladoceran Daphnia magna S U T 451 725 11 2800 Shephard 1983 2868 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S U T 168 599 05 5000 European Al Association 2009 gt 2265 - Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Daphnia magna S U T 168 792 05 7950 European Al Association 2009 920 3332 3332 Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Ostracod Stenocypris major R M T 1563 651 16 310196 Shuhaimi-Othman et al 2011a 10216 10216 10216 Stenocypris Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Malaysia)
Amphipod Crangonyx pseudogracilis R U T 50 675 16 9190 Martin and Holdich 1986 12174 12174 12174 Crangonyx Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (UK)
Amphipod Hyalella azteca F M T 105 613 048 gt 5997 Wang et al 2016 Wang et al 2017 gt 28002 gt 28002 28002 gt Hyalella Invert Author reported
Stonefly Acroneuria sp S M T 474 746 11 gt 22600 Call et al 1984 gt 20498 gt 20498 20498 gt Acroneuria Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Midge Chironomus plumosus S U T 80 70 16 30000 Fargasova 2001 25361 25361 25361 Chironomus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Slovakia)
Midge Paratanytarsus dissimilis S M T 1743 728 28 gt 77700 Lamb and Bailey 1981 1983 gt 62318 gt 62318 62318 gt Paratanytarsus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Liberty Lake Washington
Rainbow trout Oncorhynchus mykiss F M T 274 758 05 gt 9840 Gundersen et al 1994 gt 5745 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 452 762 05 gt 8070 Gundersen et al 1994 gt 5212 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 895 758 05 gt 8160 Gundersen et al 1994 gt 6807 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1304 758 05 gt 8200 Gundersen et al 1994 gt 7662 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 232 825 05 6170 Gundersen et al 1994 1190 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 350 826 05 6170 Gundersen et al 1994 1523 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 836 829 05 7670 Gundersen et al 1994 3205 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1158 830 05 6930 Gundersen et al 1994 3554 3661 3661 Oncorhynchus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Atlantic salmon Salmo salar S U T 68 55 05 584 Hamilton and Haines 1995 21042 - Salmo Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Atlantic salmon Salmo salar S U T 68 65 05 599 Hamilton and Haines 1995 2430 7151 7151 Salmo Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Brook trout Salvelinus fontinalis S U T 40 56 16 6530 Tandjung 1982 31767 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 18 56 16 3400 Tandjung 1982 28391 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 2 56 16 370 Tandjung 1982 13663 23097 23097 Salvelinus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green sunfish Lepomis cyanellus S M T 474 755 11 gt 50000 Call et al 1984 gt 24028 gt 24028 24028 gt Lepomis Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Rio Grande silvery minnow Hybognathus amarus R M T 140 81 05 gt 59100 Buhl 2002 gt 39414 gt 39414 39414 gt Hybognathus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Fathead minnow Pimephales promelas S M T 474 761 11 gt 48200 Call et al 1984 gt 21522 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas S M T 474 805 11 gt 49800 Call et al 1984 gt 12972 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas R M T 26 78 05 1160 ENSR 1992c 477 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 46 76 05 8180 ENSR 1992c 5446 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 96 81 05 20300 ENSR 1992c 10966 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 194 81 05 44800 ENSR 1992c 35847 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 140 81 05 gt 59100 Buhl 2002 gt 39414 10168 10168 Pimephales Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Smallmouth bass Micropterus dolomieui S M T 1245 505 16 130 Kane and Rabeni 1987 3929 3929 3929 Micropterus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green tree frog Hyla cinerea R M T 455 549 05 gt 4052 Jung and Jagoe 1995 gt 20016 gt 20016 20016 gt Hyla Amphibian Value is from 2007 FW Cu AWQC Appendix C recommendation artificial soft recon
Normalization Chemistry
pH 7 FAV 2741
Hardness 100 CMC 1400
DOC 1 CCC 390
Acute Ranked GMAV Chronic Ranked GMCV
Rank GMAV Genus Rank GMCV Genus
18 gt 62318 Paratanytarsus Invert 12 17098 Aeolosoma Invert
17 gt 39414 Hybognathus Fish 11 gt 9746 Rana Amphib - Other Data
16 35462 Physa Mollusk 10 5908 Chironomus Invert
15 gt 29834 Lampsilis Mollusk 9 4877 Lymnaea Mollusk
14 gt 28002 Hyalella Invert 8 2555 Brachionus Invert
13 25361 Chironomus Invert 7 2488 Pimephales Fish
12 gt 24028 Lepomis Fish 6 1713 Hyalella Invert
11 23097 Salvelinus Fish 5 1182 Ceriodaphnia Invert
10 gt 20498 Acroneuria Invert 4 1102 Danio Fish
9 gt 20016 Hyla Amphibian 3 1042 Lampsilis Mollusk
8 12174 Crangonyx Invert 2 591 Salvelinus Fish
7 10216 Stenocypris Invert 1 509 Salmo Fish
6 10168 Pimephales Fish
5 7328 Ceriodaphnia Invert
4 7151 Salmo Fish
3 3929 Micropterus Fish
2 3661 Oncorhynchus Fish
1 3332 Daphnia Invert
N Rank Genus GMAV ln(GMAV) ln(GMAV)2 P=R(N+1) sqrt(P) N Rank Genus GMCV ln(GMCV) ln(GMCV)2 P=R(N+1) sqrt(P)
18 4 Salmo 7151 887 7876 0211 0459 12 4 Danio 1102 700 4907 0308 0555
3 Micropterus 3929 828 6849 0158 0397 3 Lampsilis 1042 695 4829 0231 0480
2 Oncorhynchus 3661 821 6733 0105 0324 2 Salvelinus 591 638 4074 0154 0392
1 Daphnia 3332 811 6579 0053 0229 1 Salmo 509 623 3883 0077 0277
Sum 3347 2804 0526 141 Sum 2657 1769 0769 170
S2 = 1223 S2 = 1080
L = 7134 L = 5242
A = 7916 A = 5976
FAV = 2741 FCV = 3940
CMC = 1371
All concentrations reported are microgL total Aluminum
lt-----Click Button after entering data
ENTER DATA HERE ERRORNUM ACUTE CHRONIC
Rank 1 Rank 2 Rank 3 Rank 4 Rank 1 Rank 2 Rank 3 Rank 4
SiteName DOC(mgL) Hardness(mgL as CaCO3) pH FAV CMC CCC Genus GMAV Genus GMAV Genus GMAV Genus GMAV Genus GMCV Genus GMCV Genus GMCV Genus GMCV
Site 1 50 25 9 75428737034162 35229324666008 1800 770 Daphnia 33452 Ceriodaphnia 73576 Stenocypris 102576 Crangonyx 122230 Lampsilis 10463 Ceriodaphnia 11865 Hyalella 17200 Brachionus 25648
Site 2 50 50 9 75428737034162 31204991509063 1600 680 Daphnia 29631 Ceriodaphnia 65171 Stenocypris 90859 Crangonyx 108267 Lampsilis 9268 Ceriodaphnia 10510 Hyalella 15236 Brachionus 22718
Site 3 50 75 9 75428737034162 29067527928199 1500 640 Daphnia 27601 Ceriodaphnia 60707 Stenocypris 84635 Crangonyx 100851 Lampsilis 8633 Ceriodaphnia 9790 Hyalella 14192 Brachionus 21162
Site 4 50 100 9 75428737034162 27640367912592 1400 600 Daphnia 26246 Ceriodaphnia 57726 Stenocypris 80480 Crangonyx 95899 Lampsilis 8209 Ceriodaphnia 9309 Hyalella 13495 Brachionus 20123
Site 5 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 6 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 7 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 8 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 9 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 10 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 11 50 25 85 75428737034162 63245275664384 3200 1400 Daphnia 60055 Ceriodaphnia 132086 Stenocypris 184149 Crangonyx 219432 Lampsilis 18783 Ceriodaphnia 21301 Hyalella 30879 Brachionus 46045
Site 12 50 50 85 75428737034162 61388044609926 3100 1300 Daphnia 58291 Ceriodaphnia 128208 Stenocypris 178742 Crangonyx 212988 Lampsilis 18232 Ceriodaphnia 20676 Hyalella 29972 Brachionus 44693
Site 13 50 75 85 75428737034162 60327020429132 3000 1300 Daphnia 57284 Ceriodaphnia 125992 Stenocypris 175652 Crangonyx 209307 Lampsilis 17917 Ceriodaphnia 20318 Hyalella 29454 Brachionus 43920
Site 14 50 100 85 75428737034162 59585352130146 3000 1300 Daphnia 56580 Ceriodaphnia 124443 Stenocypris 173493 Crangonyx 206734 Lampsilis 17696 Ceriodaphnia 20068 Hyalella 29092 Salmo 41264
Site 15 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 16 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 17 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 18 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 19 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 20 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Page 3: Draft National 304(a) Aluminum Aquatic Life Criteria … · Draft National 304(a) Aluminum Aquatic Life Criteria ... [0.503×ln ... [0.494𝑝𝑝𝐻𝐻× ℎ𝑎𝑎:ln

Overview

Background 2017 Recommended Criteria Status

3

Sources of Aluminumbull Aluminum is found in most rocks and

minerals and can enter the environment through natural weathering

bull Aluminumrsquos solubility increase under acidic (pH lt6) or basic (pH gt8) water conditions

bull Aluminum is actively mined from bauxite used in industrial processes and alum (potassium aluminum sulfate) is used in the clarification process at drinking water facilities 4

Current 1988 Aluminum Criteriabull The current 1988 criteria account for the

ndash Influence of pH on toxicity (solely by limiting criteria application range)

ndash Similarity of acute toxicity of fish and invertebrates

ndash The greater sensitivity of invertebrates in chronic toxicity tests

5

Current 1988 Aluminum Criteriabull The final 1988 criteria document recommended

ndash An acute criterion of 750 microgL total aluminum when the pH is between 65 and 90

ndash Chronic criterion of 87 microgL total aluminum when the pH is between 65 and 90

ndash The 1988 freshwater chronic criterion of 87 microgL was lowered based on two tests (brook trout and striped bass)

ndash The studies were not pH adjusted and all the data were not normalized for hardness The 1988 existing criteria did not take hardness and DOC into account

6

Aluminum Standardsbull Aluminum Standards

ndash About 20 states have numeric criteria for aluminum for aquatic life

bull Most are based on EPArsquos 1988 values and two are hardness-based equations (CO and NM)

bull There are numerous site-specific criteria that involve the Biotic Ligand Model (BLM) or a Water Effects Ratio (WER) -adjusted 1988 aluminum criteria

ndash Aluminum is not a priority pollutant

7

Criteria Development Processbull All EPA Aquatic Life Criteria for Toxics undergo rigorous

scientific development and review processbull Develop criteria document draftbull Intra-agency peer review process bull Independent external peer reviewbull Revisions based on external peer review

Intra-agency review of draft criteria documentbull Release to the public in draft form to obtain scientific views

Revisions considering public comments Intra-agency review of final criteria document

bull Publication of final criteria document bull States may then consider recommended criteria in

development and adoption of state water quality standards8

Framework for Updated Draft Aluminum Criteria

I Screen toxicological studies for high

quality data

II Consider water conditions effects on

aluminum bioavailability

III Normalize toxicity data in species

sensitivity distribution to a set of water quality conditions

IV Construct sensitivity distribution to determine criteria

at set conditions

9

I Screen toxicological studies for high quality data

bull First step in all criteria developmentndash Data are evaluated based on the data quality objectives

outlined in the 1985 Guidelines methodology and other toxicity testing recommendations (ie EPA ASTM)

ndash High quality data are used quantitatively to develop criteria magnitudes

ndash Lower quality data are used qualitatively if appropriatendash Lowest quality data are considered unacceptable and not

usedbull Data are grouped into acute and chronic exposures

10

Aluminum Toxicity Databull The updated freshwater aluminum criteria meets the

acute and chronic minimum data requirements outlined in EPArsquos 1985 Guidelines

InvertebrateSpecies

Fish Species

AmphibianSpecies

Total Genera

Acute1988 AWQC 8 7 - 142017 Draft AWQC 11 8 1 18

Chronic1988 AWQC 2 1 - 32017 Draft AWQC 7 4 - 11

11 1988 AWQC Chronic CCC based on two studies for the striped

bass and brook trout

Aluminum Toxicity Data Freshwater mussels have been

suggested to be potentially sensitive to aluminum

EPA worked collaboratively with USGSrsquos Columbia Environmental Research Center (CERC) to have acute and chronic aluminum toxicity tests conducted with a unionid mussel (fatmucket Lampsilis siliquoidea) in water-only exposures to obtain additional data on invertebrates New data on amphipod (Hyalella azteca)

were collected to confirm laboratory conditions

12

Aluminum Toxicity Data

13

bull New data and models examinedndash Data submitted to EU REACH program

bull New freshwater aluminum toxicity data generated by Oregon State University

bull 2016 BLM model provided by the European Aluminum Association

ndash Saltwater data provided by Australia bull Insufficient data to develop estuarinemarine acute or chronic

criteria at this timendash Multiple Linear Regression (MLR) model developed by

DeForest et al 2017bull DeForest DK KV Brix LM Tear and WJ Adams 2017 Multiple Linear Regression (MLR) models for predicting chronic aluminum

toxicity to freshwater aquatic organisms and developing water quality guidelines Environ Toxicol Chem (DOI101002etc3922)

14

Minimum Dataset For Freshwater Criteria Derivation

SALMONID SECONDFISHFAMILY

CHORDATA

PLANKTONICCRUSTACEAN

BENTHIC CRUSTACEAN

INSECT ROTIFERA ANNELIDA MOLLUSCA

OTHERINSECT ORMOLLUSCA

EstuarineMarine Minimum Data Requirements

15

Family Minimum Data Requirement EstuarineMarine

Acute(Phylum Family Genus)

Chronic(Phylum Family Genus)

Family in the phylum Chordata - -

Family in the phylum Chordata - -

Either the Mysidae or Penaeidae family - -

Family in a phylum other than Arthropoda or Chordata Mollusca Ostreidae Crassostrea -

Family in a phylum other than Chordata Annelida Nereididae Neanthes -

Family in a phylum other than Chordata Annelida Capitellidae Capitella -

Family in a phylum other than Chordata Annelida Ctenodrilidae Ctenodrilus -

Any other family Arthropoda Ameiridae Nitokra -

II Evaluate water quality conditions to determine applicability

bull Criteria are often based on one or more water quality conditions (eg hardness) that affect toxicity of the material to test organisms

bull Aluminum toxicity is highly dependent on the pH of the test waterndash The pH of test waters affects the amount and form

of aluminum that is bioavailable to test speciesndash Hardness and DOC (Dissolved Organic Carbon)

also influence the amount of aluminum that is bioavailable

16

Multiple Bioavailability Modeling Approaches Underwent External Peer Review

17

bull Biotic Ligand Modelsbull Full aluminum BLM (2016 model version) ndash Temperature pH

Dissolved organic carbon (DOC) Major cations (calcium [Ca] magnesium [Mg] sodium [Na] and potassium [K]) Major anions (sulfate [SO4] and chloride [Cl]) Alkalinity and Sulfide

bull Simplified aluminum BLM - pH hardness DOC temperature

bull Multilinear Regression Equationsbull pH and Hardness

Accounting for Effects of Water Chemistry on Bioavailability and Toxicity

bull Water quality criteria can be modified quantitatively when enough data are available to demonstrate that those conditions similarly affect the results with a variety of speciesndash High quality data in the draft aluminum document demonstrated

that pH DOC and hardness affected a variety of species in a similar way when exposed to aluminum concentrations

bull Recent publications by Cardwell et al (2017) and Gensemer et al (2017) summarized short-term aluminum chronic toxicity data across a range of DOC pH and hardness values for three species

18

Multiple Linear Regression (MLR) Models to Account for Effects of Water Chemistry

bull MLR models were developed for each species (DeForest et al 2017)ndash 119862119862 119889119889119906119906119887119887119894119894119886119886 11986411986411986211986220=119890119890[minus41026+[0525timesln(119863119863119874119874119862119862)]+[2201timesln(ℎ119886119886119903119903119889119889)]+(11282times119901119901119867119867)minus(0633times1199011199011198671198672)minus[0264times119901119901119867119867ln(ℎ119886119886119903119903119889119889)]]

ndash 119875119875 119901119901119903119903119900119900119898119898119890119890119897119897119886119886119904119904 11986411986411986211986220=119890119890[minus14029+[0503timesln(119863119863119874119874119862119862)]+[3443timesln(ℎ119886119886119903119903119889119889)]+(3131times119901119901119867119867)minus[0494times119901119901119867119867ln(ℎ119886119886119903119903119889119889)]]

bull These models were applied to both the acute and chronic aluminum toxicity datandash The C dubia model was applied to invertebrate datandash The P promelas model was applied to vertebrate data

19

III Normalize toxicity data in species sensitivity distribution to a set of water

quality conditionsbull Just like single parameter hardness models the MLR

models were used to normalize the aluminum toxicity data to a single set of water quality conditionsndash As an illustration for one set of calculations the draft

aluminum AWQC set these conditions to pH 7 hardness of 100 mgL and DOC of 1 mgL

bull This allows for comparisons to be made between species based on their sensitivity to aluminumndash Apples to apples

20

IV Construct sensitivity distribution to determine criteria at set conditions

21

Figure 8 Ranked Summary of Total Aluminum Genus Mean Acute Values (GMAVs) - Freshwater at pH 7 Hardness of 100 mgL and DOC of 1 mgL

IV Construct sensitivity distribution to determine criteria at set conditions

22

Figure 10 Ranked Summary of Total Aluminum Genus Mean Chronic Values (GMCVs) ndash Freshwater Supplemented with Other Data to Fulfill Missing MDRs at pH 7 Hardness of 100 mgL and DOC of 1 mgL

Aluminum Criteria Calculatorbull The relative ranking of genera in the sensitivity

distribution to which the toxicity data are normalized will change based on the set of water chemistry conditions (ie pH hardness and DOC)

bull To make calculating aluminum criteria easier EPA developed an Aluminum Criteria Calculatorndash Automated so that user only needs to enter water chemistry

conditions of interestndash Allows quick calculations for a variety of conditionsndash Limits calculations to the recommended conditions for which

the MLR models were developed were specified for hardness and DOC

bull No extrapolation beyond hardness and DOC empirical data bounds

23

Aluminum Criteria Calculator SD Example

24

pH=7 Hardness=100 DOC=1 pH=6 Hardness=25 DOC=1

Chronic Ranked GMCVRank GMCV Genus

12 17098 Aeolosoma Invert11 gt 9746 Rana Amphib - Other Data10 5908 Chironomus Invert

9 4877 Lymnaea Mollusk8 2555 Brachionus Invert7 2488 Pimephales Fish6 1713 Hyalella Invert5 1182 Ceriodaphnia Invert4 1102 Danio Fish3 1042 Lampsilis Mollusk2 591 Salvelinus Fish1 509 Salmo Fish

FCV = 3940 microgL total aluminum

Chronic Ranked GMCVRank GMCV Genus

12 gt 2131 Rana Amphib - Other Data11 1710 Aeolosoma Invert10 591 Chironomus Invert

9 544 Pimephales Fish8 488 Lymnaea Mollusk7 255 Brachionus Invert6 241 Danio Fish5 171 Hyalella Invert4 129 Salvelinus Fish3 118 Ceriodaphnia Invert2 111 Salmo Fish1 104 Lampsilis Mollusk

FCV = 987 microgL total aluminum

Multiple Scenarios

Run Scenarios

Summary Sheet

Acute Dataset

Chronic Dataset

Multiple Scenarios

Run Scenarios

Summary Sheet

Acute Dataset

Chronic Dataset

Boundaries of the Criteria Outputsbull MLR models were developed using data that

encompassndash DOC range of 008-5 mgLndash Hardness range of 98-127 mgL (as CaCO3)ndash pH range of 6-81

bull MLR criteria outputs are bounded atndash Maximum of 150 mgL total hardness (as CaCO3)

ndash DOC of 50 mgLndash pH range of the model is 50 to 90

25

Aluminum Criteria Look-Up Tables

26

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=05 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 23 a 14 b 69 c 160 f 350 f 620 i 540 b 410 a 230 a

50 43 a 24 b 100 d 170 f 310 f 630 f 670 j 400 a 200 a

75 61 a 33 b 130 e 180 f 290 f 530 f 730 i 390 a 190 a

100 78 a 41 b 150 e 190 f 280 g 460 f 770 c 390 a 180 a

150 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

200 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

250 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

300 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

350 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

400 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

Aluminum Criteria Look-Up Tables

27

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=10 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 33 a 21 b 99 c 220 f 490 f 900 i 780 b 590 a 330 a

50 61 a 35 b 150 e 250 f 440 f 890 f 960 j 580 a 290 a

75 88 a 47 b 180 e 260 f 410 f 740 f 1100 i 570 a 270 a

100 11 a 59 b 210 e 270 f 390 g 650 f 1100 c 560 b 260 a

150 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

200 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

250 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

300 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

350 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

400 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

Aluminum Criteria Look-Up Tables

28

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=25 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 54 a 34 b 160 c 350 f 770 f 1500 i 1300 b 960 a 540 a

50 99 a 57 b 230 e 390 f 690 f 1400 f 1600 j 930 a 470 a

75 14 a 77 b 290 e 410 f 640 f 1200 f 1700 i 920 a 440 a

100 18 a 96 b 330 e 420 f 620 g 1000 f 1800 d 920 b 420 a

150 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

200 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

250 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

300 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

350 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

400 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

Aluminum Criteria Look-Up Tables

29

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=50 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 77 a 49 b 230 c 500 f 1100 f 2100 c 1900 b 1400 a 770 a

50 14 a 82 b 330 e 540 f 970 f 2000 f 2200 j 1300 a 680 a

75 20 a 110 b 410 e 570 f 900 f 1600 f 2500 i 1300 a 640 a

100 26 a 140 b 460 f 590 f 880 g 1400 f 2500 d 1300 b 600 a

150 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

200 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

250 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

300 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

350 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

400 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

Status

30

bull Draft Document Released to the Federal Register on 72817ndash Public comment period of 60 days ndash Due Date for Comments is 92617

bull Revisions will be made considering public commentsbull Subsequent EPA intra-agency review of final criteria

document will then be conducted bull Publication of final criteria document planned for Late Fall

2017

Federal Register Webpagehttpswwwfederalregistergovdocuments201

707282017-15968request-for-scientific-views-draft-updated-aquatic-life-ambient-water-quality-criteria-for-aluminum

Aluminum Criteria Webpagehttpswwwepagovwqc2017-draft-aquatic-life-

criteria-aluminum-freshwater-documents

31

Contact Information

Aluminum Criteria Lead Diana EignorEignorDianaepagov

202-566-1143

Kathryn Gallagher Branch Chiefgallagherkathrynepagov

202-564-1398 32

  • Draft National 304(a) Aluminum Aquatic Life Criteria
  • Slide Number 2
  • Overview
  • Sources of Aluminum
  • Current 1988 Aluminum Criteria
  • Current 1988 Aluminum Criteria
  • Aluminum Standards
  • Criteria Development Process
  • Framework for Updated Draft Aluminum Criteria
  • I Screen toxicological studies for high quality data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Slide Number 14
  • EstuarineMarine Minimum Data Requirements
  • II Evaluate water quality conditions to determine applicability
  • Multiple Bioavailability Modeling Approaches Underwent External Peer Review
  • Accounting for Effects of Water Chemistry on Bioavailability and Toxicity
  • Multiple Linear Regression (MLR) Models to Account for Effects of Water Chemistry
  • III Normalize toxicity data in species sensitivity distribution to a set of water quality conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • Aluminum Criteria Calculator
  • Aluminum Criteria Calculator SD Example
  • Boundaries of the Criteria Outputs
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Status
  • Slide Number 31
  • Contact Information
Appendix C Acceptable Chronic Toxicity Data of Aluminum to Freshwater Aquatic Animals
MLR equation
Species Hardness (mgL as CaCO3) pH DOC(mgL) EC20 Endpoint EC20(microgL) Normalized Conc- EC20(microgL) SMCV-EC20(microgL) GMCV-EC20(microgL) Genus DOC Notes Dilution water
Oligochaete Aeolosoma sp 48 6 025 Reproduction (population size) 1235 1710 1710 1710 Aeolosoma Invert Author reported half the detection limit
Rotifer Brachionus calyciflorus 100 62 025 Reproduction (population size) 431 255 255 255 Brachionus Invert Author reported half the detection limit
Great pond snail Lymnaea stagnalis 117 61 025 Biomass 746 488 488 488 Lymnaea Mollusk Author reported half the detection limit
Fatmucket Lampsilis siliquoidea 1055 604 040 Biomass 169 104 104 104 Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia 50 715 11 Reproduction - youngstarting adult 1780 190 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia 26 73 05 Reproduction - youngfemale 1557 272 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 46 75 05 Reproduction - youngfemale 8087 110 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 96 79 05 Reproduction - youngfemale 6519 80 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 194 81 05 Reproduction - youngfemale 6836 89 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 255 703 05 Reproduction (youngfemale) 250 56 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 713 05 Reproduction (youngfemale) 860 106 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 25 798 05 Reproduction (youngfemale) 700 101 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 61 803 05 Reproduction (youngfemale) 1010 136 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 810 05 Reproduction (youngfemale) 870 116 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 255 633 05 Reproduction (youngfemale) 260 176 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 121 636 05 Reproduction (youngfemale) 390 110 118 118 Ceriodaphnia Invert Author reported
Amphipod Hyalella azteca 95 61 051 Biomass (28 d) 1993 101 Hyalella Author reported
Amphipod Hyalella azteca 106 604 033 Biomass (28 d) 425 289 171 171 Hyalella Invert Author reported
Midge Chironomus riparius 118 558 18 Adult midge emergence 2955 119 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 119 505 18 Adult midge emergence 8442 2258 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 91 66 051 Reproduction ( of eggscase) 3387 766 591 591 Chironomus Invert Author reported
Atlantic salmon Salmo salar 127 57 18 Biomass 6156 1112 1112 1112 Salmo Fish Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Brook trout Salvelinus fontinalis 123 655 19 Biomass 1644 59 Salvelinus Author reported wellRO mix
Brook trout Salvelinus fontinalis 128 565 18 Biomass 1435 283 1293 1293 Salvelinus Fish Author reported wellRO mix
Fathead minnow Pimephales promelas 220 770 16 Biomass 6194 781 Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation well water
Fathead minnow Pimephales promelas 96 620 025 Fry survival 4286 379 544 544 Pimephales Fish Author reported half the detection limit
Zebrafish Danio rerio 83 61 025 Biomass 2344 241 241 241 Danio Fish Author reported half the detection limit
Wood frog Rana sylvatica 115 469 16 MATC-survival gt 2000 gt 2131 gt 2131 2131 gt Rana Amphib - Other Data Value is from 2007 FW Cu AWQC Appendix C recommendation aged tap water
Appendix A Acceptable Acute Toxicity Data of Aluminum to Freshwater Aquatic Animals
Species Methoda Hardness (mgL as CaCO3) pH DOC(mgL) LC50 or EC50 Conc (microgL) Reference Normalized Conc - LC50(microgL) Species Mean Acute Value(microgL) Genus Mean Acute Value(microgL) Genus DOC Note Dilution water
Snail Physa sp S M T 474 659 11 gt 23400 Call 1984 Call et al 1984 gt 4843 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 755 11 30600 Call 1984 Call et al 1984 2699 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 817 11 gt 24700 Call 1984 Call et al 1984 gt 2404 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 746 11 55500 Call 1984 Call et al 1984 5034 3546 3546 Physa Mollusk Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Fatmucket Lampsilis siliquoidea F M T 1060 612 048 gt 6302 Wang et al 2016 Wang et al 2017 gt 2983 gt 2983 2983 gt Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia S M A 500 742 11 1900 McCauley et al 1986 173 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia S M A 505 786 11 1500 McCauley et al 1986 129 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation UW-S Lake Superior lab water
Cladoceran Ceriodaphnia dubia S M A 500 813 11 2560 McCauley et al 1986 243 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia R M T 26 75 05 720 ENSR 1992d 111 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 46 76 05 1880 ENSR 1992d 250 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 96 78 05 2450 ENSR 1992d 289 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 3727 Fort and Stover 1995 500 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 5673 Fort and Stover 1995 761 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 89 76 05 2880 Soucek et al 2001 336 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U T 106 601 05 7112 European Al Association 2009 169 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 605 2 6865 European Al Association 2009 709 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 609 4 15581 European Al Association 2009 1007 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 601 05 681 European Al Association 2009 162 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 603 05 1630 European Al Association 2009 367 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 597 05 1785 European Al Association 2009 473 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 592 05 1410 European Al Association 2009 429 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 699 05 gt 1300 European Al Association 2009 gt 419 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 785 05 gt 5000 European Al Association 2009 gt 796 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 68 2 gt 10000 European Al Association 2009 gt 2076 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 782 2 gt 15000 European Al Association 2009 gt 1163 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 677 4 gt 10000 European Al Association 2009 gt 1516 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 766 4 gt 15000 European Al Association 2009 gt 861 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 79 05 gt 2000 European Al Association 2009 gt 315 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 789 05 gt 2000 European Al Association 2009 gt 316 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 604 05 1108 European Al Association 2009 85 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 598 2 11371 European Al Association 2009 482 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 573 4 80467 European Al Association 2009 4357 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 671 05 gt 10000 European Al Association 2009 gt 2379 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 783 05 gt 5000 European Al Association 2009 gt 634 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 679 2 gt 10000 European Al Association 2009 gt 1039 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 767 2 gt 15000 European Al Association 2009 gt 908 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 668 4 gt 15000 European Al Association 2009 gt 1246 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 762 4 gt 15000 European Al Association 2009 gt 633 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 606 2 33868 European Al Association 2009 792 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 56 4 104842 European Al Association 2009 4880 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 693 05 gt 5000 European Al Association 2009 gt 713 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 788 05 gt 5000 European Al Association 2009 gt 590 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 676 2 gt 15000 European Al Association 2009 gt 1212 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 771 2 gt 15000 European Al Association 2009 gt 810 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 66 4 gt 15000 European Al Association 2009 gt 1014 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 76 4 gt 15000 European Al Association 2009 gt 555 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11971 European Al Association 2010 270 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 27478 European Al Association 2010 619 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11998 European Al Association 2010 270 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 607 05 92495 European Al Association 2010 188 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 609 05 31337 European Al Association 2010 604 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 61 05 33235 European Al Association 2010 624 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 708 05 gt 8864 European Al Association 2010 gt 253 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 779 05 gt 42783 European Al Association 2010 gt 693 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 753 05 13204 European Al Association 2010 24 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 601 05 46326 European Al Association 2010 380 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 599 05 gt 8590 European Al Association 2010 gt 737 509 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia reticulata F M T 451 60 11 304 Shephard 1983 201 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia reticulata F M T 40 55 11 362 Shephard 1983 5531 1054 733 Ceriodaphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake SuperiorDI Mix
Cladoceran Daphnia magna S U NR 453 774 11 3900 Biesinger and Christensen 1972 338 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S M T 220 76 16 38200 Kimball 1978 2030 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Well water
Cladoceran Daphnia magna S U T 451 725 11 2800 Shephard 1983 287 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S U T 168 599 05 5000 European Al Association 2009 gt 227 - Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Daphnia magna S U T 168 792 05 7950 European Al Association 2009 92 333 333 Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Ostracod Stenocypris major R M T 1563 651 16 310196 Shuhaimi-Othman et al 2011a 1022 1022 1022 Stenocypris Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Malaysia)
Amphipod Crangonyx pseudogracilis R U T 50 675 16 9190 Martin and Holdich 1986 1217 1217 1217 Crangonyx Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (UK)
Amphipod Hyalella azteca F M T 105 613 048 gt 5997 Wang et al 2016 Wang et al 2017 gt 2800 gt 2800 2800 gt Hyalella Invert Author reported
Stonefly Acroneuria sp S M T 474 746 11 gt 22600 Call et al 1984 gt 2050 gt 2050 2050 gt Acroneuria Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Midge Chironomus plumosus S U T 80 70 16 30000 Fargasova 2001 2536 2536 2536 Chironomus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Slovakia)
Midge Paratanytarsus dissimilis S M T 1743 728 28 gt 77700 Lamb and Bailey 1981 1983 gt 6232 gt 6232 6232 gt Paratanytarsus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Liberty Lake Washington
Rainbow trout Oncorhynchus mykiss F M T 274 758 05 gt 9840 Gundersen et al 1994 gt 1256 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 452 762 05 gt 8070 Gundersen et al 1994 gt 1140 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 895 758 05 gt 8160 Gundersen et al 1994 gt 1489 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1304 758 05 gt 8200 Gundersen et al 1994 gt 1676 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 232 825 05 6170 Gundersen et al 1994 260 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 350 826 05 6170 Gundersen et al 1994 333 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 836 829 05 7670 Gundersen et al 1994 701 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1158 830 05 6930 Gundersen et al 1994 777 801 801 Oncorhynchus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Atlantic salmon Salmo salar S U T 68 55 05 584 Hamilton and Haines 1995 4602 - Salmo Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Atlantic salmon Salmo salar S U T 68 65 05 599 Hamilton and Haines 1995 531 1564 1564 Salmo Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Brook trout Salvelinus fontinalis S U T 40 56 16 6530 Tandjung 1982 6947 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 18 56 16 3400 Tandjung 1982 6209 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 2 56 16 370 Tandjung 1982 2988 5051 5051 Salvelinus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green sunfish Lepomis cyanellus S M T 474 755 11 gt 50000 Call et al 1984 gt 5255 gt 5255 5255 gt Lepomis Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Rio Grande silvery minnow Hybognathus amarus R M T 140 81 05 gt 59100 Buhl 2002 gt 8620 gt 8620 8620 gt Hybognathus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Fathead minnow Pimephales promelas S M T 474 761 11 gt 48200 Call et al 1984 gt 4707 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas S M T 474 805 11 gt 49800 Call et al 1984 gt 2837 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas R M T 26 78 05 1160 ENSR 1992c 104 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 46 76 05 8180 ENSR 1992c 1191 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 96 81 05 20300 ENSR 1992c 2398 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 194 81 05 44800 ENSR 1992c 7839 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 140 81 05 gt 59100 Buhl 2002 gt 8620 2224 2224 Pimephales Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Smallmouth bass Micropterus dolomieui S M T 1245 505 16 130 Kane and Rabeni 1987 859 859 859 Micropterus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green tree frog Hyla cinerea R M T 455 549 05 gt 4052 Jung and Jagoe 1995 gt 4377 gt 4377 4377 gt Hyla Amphibian Value is from 2007 FW Cu AWQC Appendix C recommendation artificial soft recon
Normalization Chemistry
pH 6 FAV 360
Hardness 25 CMC 180
DOC 1 CCC 99
Acute Ranked GMAV Chronic Ranked GMCV
Rank GMAV Genus Rank GMCV Genus
18 gt 8620 Hybognathus Fish 12 gt 2131 Rana Amphib - Other Data
17 gt 6232 Paratanytarsus Invert 11 1710 Aeolosoma Invert
16 gt 5255 Lepomis Fish 10 591 Chironomus Invert
15 5051 Salvelinus Fish 9 544 Pimephales Fish
14 gt 4377 Hyla Amphibian 8 488 Lymnaea Mollusk
13 3546 Physa Mollusk 7 255 Brachionus Invert
12 gt 2983 Lampsilis Mollusk 6 241 Danio Fish
11 gt 2800 Hyalella Invert 5 171 Hyalella Invert
10 2536 Chironomus Invert 4 129 Salvelinus Fish
9 2224 Pimephales Fish 3 118 Ceriodaphnia Invert
8 gt 2050 Acroneuria Invert 2 111 Salmo Fish
7 1564 Salmo Fish 1 104 Lampsilis Mollusk
6 1217 Crangonyx Invert
5 1022 Stenocypris Invert
4 859 Micropterus Fish
3 801 Oncorhynchus Fish
2 733 Ceriodaphnia Invert
1 333 Daphnia Invert
N Rank Genus GMAV ln(GMAV) ln(GMAV)2 P=R(N+1) sqrt(P) N Rank Genus GMCV ln(GMCV) ln(GMCV)2 P=R(N+1) sqrt(P)
18 4 Micropterus 859 676 4564 0211 0459 12 4 Salvelinus 129 486 2364 0308 0555
3 Oncorhynchus 801 669 4469 0158 0397 3 Ceriodaphnia 118 477 2277 0231 0480
2 Ceriodaphnia 733 660 4352 0105 0324 2 Salmo 111 471 2220 0154 0392
1 Daphnia 333 581 3374 0053 0229 1 Lampsilis 104 465 2159 0077 0277
Sum 2585 1676 0526 141 Sum 1899 902 0769 170
S2 = 1987 S2 = 059
L = 4890 L = 4420
A = 5887 A = 4592
FAV = 360 FCV = 987
CMC = 180
All concentrations reported are microgL total Aluminum
lt-----Click Button after entering data
ENTER DATA HERE ERRORNUM ACUTE CHRONIC
Rank 1 Rank 2 Rank 3 Rank 4 Rank 1 Rank 2 Rank 3 Rank 4
SiteName DOC(mgL) Hardness(mgL as CaCO3) pH FAV CMC CCC Genus GMAV Genus GMAV Genus GMAV Genus GMAV Genus GMCV Genus GMCV Genus GMCV Genus GMCV
Site 1 50 25 9 75428737034162 35229324666008 1800 770 Daphnia 33452 Ceriodaphnia 73576 Stenocypris 102576 Crangonyx 122230 Lampsilis 10463 Ceriodaphnia 11865 Hyalella 17200 Brachionus 25648
Site 2 50 50 9 75428737034162 31204991509063 1600 680 Daphnia 29631 Ceriodaphnia 65171 Stenocypris 90859 Crangonyx 108267 Lampsilis 9268 Ceriodaphnia 10510 Hyalella 15236 Brachionus 22718
Site 3 50 75 9 75428737034162 29067527928199 1500 640 Daphnia 27601 Ceriodaphnia 60707 Stenocypris 84635 Crangonyx 100851 Lampsilis 8633 Ceriodaphnia 9790 Hyalella 14192 Brachionus 21162
Site 4 50 100 9 75428737034162 27640367912592 1400 600 Daphnia 26246 Ceriodaphnia 57726 Stenocypris 80480 Crangonyx 95899 Lampsilis 8209 Ceriodaphnia 9309 Hyalella 13495 Brachionus 20123
Site 5 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 6 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 7 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 8 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 9 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 10 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 11 50 25 85 75428737034162 63245275664384 3200 1400 Daphnia 60055 Ceriodaphnia 132086 Stenocypris 184149 Crangonyx 219432 Lampsilis 18783 Ceriodaphnia 21301 Hyalella 30879 Brachionus 46045
Site 12 50 50 85 75428737034162 61388044609926 3100 1300 Daphnia 58291 Ceriodaphnia 128208 Stenocypris 178742 Crangonyx 212988 Lampsilis 18232 Ceriodaphnia 20676 Hyalella 29972 Brachionus 44693
Site 13 50 75 85 75428737034162 60327020429132 3000 1300 Daphnia 57284 Ceriodaphnia 125992 Stenocypris 175652 Crangonyx 209307 Lampsilis 17917 Ceriodaphnia 20318 Hyalella 29454 Brachionus 43920
Site 14 50 100 85 75428737034162 59585352130146 3000 1300 Daphnia 56580 Ceriodaphnia 124443 Stenocypris 173493 Crangonyx 206734 Lampsilis 17696 Ceriodaphnia 20068 Hyalella 29092 Salmo 41264
Site 15 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 16 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 17 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 18 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 19 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 20 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Appendix C Acceptable Chronic Toxicity Data of Aluminum to Freshwater Aquatic Animals
MLR equation
Species Hardness (mgL as CaCO3) pH DOC(mgL) EC20 Endpoint EC20(microgL) Normalized Conc- EC20(microgL) SMCV-EC20(microgL) GMCV-EC20(microgL) Genus DOC Notes Dilution water
Oligochaete Aeolosoma sp 48 6 025 Reproduction (population size) 1235 17098 17098 17098 Aeolosoma Invert Author reported half the detection limit
Rotifer Brachionus calyciflorus 100 62 025 Reproduction (population size) 431 2555 2555 2555 Brachionus Invert Author reported half the detection limit
Great pond snail Lymnaea stagnalis 117 61 025 Biomass 746 4877 4877 4877 Lymnaea Mollusk Author reported half the detection limit
Fatmucket Lampsilis siliquoidea 1055 604 040 Biomass 169 1042 1042 1042 Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia 50 715 11 Reproduction - youngstarting adult 1780 1898 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia 26 73 05 Reproduction - youngfemale 1557 2718 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 46 75 05 Reproduction - youngfemale 8087 1102 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 96 79 05 Reproduction - youngfemale 6519 796 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 194 81 05 Reproduction - youngfemale 6836 888 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 255 703 05 Reproduction (youngfemale) 250 563 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 713 05 Reproduction (youngfemale) 860 1061 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 25 798 05 Reproduction (youngfemale) 700 1006 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 61 803 05 Reproduction (youngfemale) 1010 1363 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 810 05 Reproduction (youngfemale) 870 1164 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 255 633 05 Reproduction (youngfemale) 260 1758 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 121 636 05 Reproduction (youngfemale) 390 1101 1182 1182 Ceriodaphnia Invert Author reported
Amphipod Hyalella azteca 95 61 051 Biomass (28 d) 1993 1014 Hyalella Author reported
Amphipod Hyalella azteca 106 604 033 Biomass (28 d) 425 2895 1713 1713 Hyalella Invert Author reported
Midge Chironomus riparius 118 558 18 Adult midge emergence 2955 1192 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 119 505 18 Adult midge emergence 8442 22578 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 91 66 051 Reproduction ( of eggscase) 3387 7664 5908 5908 Chironomus Invert Author reported
Atlantic salmon Salmo salar 127 57 18 Biomass 6156 5085 5085 5085 Salmo Fish Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Brook trout Salvelinus fontinalis 123 655 19 Biomass 1644 270 Salvelinus Author reported wellRO mix
Brook trout Salvelinus fontinalis 128 565 18 Biomass 1435 1295 5914 5914 Salvelinus Fish Author reported wellRO mix
Fathead minnow Pimephales promelas 220 770 16 Biomass 6194 3569 Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation well water
Fathead minnow Pimephales promelas 96 620 025 Fry survival 4286 1734 2488 2488 Pimephales Fish Author reported half the detection limit
Zebrafish Danio rerio 83 61 025 Biomass 2344 1102 1102 1102 Danio Fish Author reported half the detection limit
Wood frog Rana sylvatica 115 469 16 MATC-survival gt 2000 gt 9746 gt 9746 9746 gt Rana Amphib - Other Data Value is from 2007 FW Cu AWQC Appendix C recommendation aged tap water
Appendix A Acceptable Acute Toxicity Data of Aluminum to Freshwater Aquatic Animals
Species Methoda Hardness (mgL as CaCO3) pH DOC(mgL) LC50 or EC50 Conc (microgL) Reference Normalized Conc - LC50(microgL) Species Mean Acute Value(microgL) Genus Mean Acute Value(microgL) Genus DOC Note Dilution water
Snail Physa sp S M T 474 659 11 gt 23400 Call 1984 Call et al 1984 gt 48425 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 755 11 30600 Call 1984 Call et al 1984 26986 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 817 11 gt 24700 Call 1984 Call et al 1984 gt 24040 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 746 11 55500 Call 1984 Call et al 1984 50338 35462 35462 Physa Mollusk Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Fatmucket Lampsilis siliquoidea F M T 1060 612 048 gt 6302 Wang et al 2016 Wang et al 2017 gt 29834 gt 29834 29834 gt Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia S M A 500 742 11 1900 McCauley et al 1986 1728 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia S M A 505 786 11 1500 McCauley et al 1986 1294 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation UW-S Lake Superior lab water
Cladoceran Ceriodaphnia dubia S M A 500 813 11 2560 McCauley et al 1986 2431 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia R M T 26 75 05 720 ENSR 1992d 1113 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 46 76 05 1880 ENSR 1992d 2495 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 96 78 05 2450 ENSR 1992d 2894 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 3727 Fort and Stover 1995 5002 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 5673 Fort and Stover 1995 7613 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 89 76 05 2880 Soucek et al 2001 3362 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U T 106 601 05 7112 European Al Association 2009 1691 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 605 2 6865 European Al Association 2009 7088 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 609 4 15581 European Al Association 2009 10072 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 601 05 681 European Al Association 2009 1620 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 603 05 1630 European Al Association 2009 3674 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 597 05 1785 European Al Association 2009 4732 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 592 05 1410 European Al Association 2009 4295 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 699 05 gt 1300 European Al Association 2009 gt 4189 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 785 05 gt 5000 European Al Association 2009 gt 7960 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 68 2 gt 10000 European Al Association 2009 gt 20755 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 782 2 gt 15000 European Al Association 2009 gt 11626 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 677 4 gt 10000 European Al Association 2009 gt 15161 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 766 4 gt 15000 European Al Association 2009 gt 8608 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 79 05 gt 2000 European Al Association 2009 gt 3150 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 789 05 gt 2000 European Al Association 2009 gt 3156 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 604 05 1108 European Al Association 2009 850 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 598 2 11371 European Al Association 2009 4817 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 573 4 80467 European Al Association 2009 43570 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 671 05 gt 10000 European Al Association 2009 gt 23786 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 783 05 gt 5000 European Al Association 2009 gt 6344 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 679 2 gt 10000 European Al Association 2009 gt 10394 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 767 2 gt 15000 European Al Association 2009 gt 9082 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 668 4 gt 15000 European Al Association 2009 gt 12461 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 762 4 gt 15000 European Al Association 2009 gt 6332 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 606 2 33868 European Al Association 2009 7920 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 56 4 104842 European Al Association 2009 48800 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 693 05 gt 5000 European Al Association 2009 gt 7126 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 788 05 gt 5000 European Al Association 2009 gt 5898 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 676 2 gt 15000 European Al Association 2009 gt 12117 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 771 2 gt 15000 European Al Association 2009 gt 8096 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 66 4 gt 15000 European Al Association 2009 gt 10139 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 76 4 gt 15000 European Al Association 2009 gt 5545 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11971 European Al Association 2010 2699 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 27478 European Al Association 2010 6194 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11998 European Al Association 2010 2705 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 607 05 92495 European Al Association 2010 1876 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 609 05 31337 European Al Association 2010 6035 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 61 05 33235 European Al Association 2010 6238 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 708 05 gt 8864 European Al Association 2010 gt 2534 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 779 05 gt 42783 European Al Association 2010 gt 6930 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 753 05 13204 European Al Association 2010 244 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 601 05 46326 European Al Association 2010 3798 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 599 05 gt 8590 European Al Association 2010 gt 7366 5094 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia reticulata F M T 451 60 11 304 Shephard 1983 2009 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia reticulata F M T 40 55 11 362 Shephard 1983 55307 10542 7328 Ceriodaphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake SuperiorDI Mix
Cladoceran Daphnia magna S U NR 453 774 11 3900 Biesinger and Christensen 1972 3382 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S M T 220 76 16 38200 Kimball 1978 20303 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Well water
Cladoceran Daphnia magna S U T 451 725 11 2800 Shephard 1983 2868 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S U T 168 599 05 5000 European Al Association 2009 gt 2265 - Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Daphnia magna S U T 168 792 05 7950 European Al Association 2009 920 3332 3332 Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Ostracod Stenocypris major R M T 1563 651 16 310196 Shuhaimi-Othman et al 2011a 10216 10216 10216 Stenocypris Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Malaysia)
Amphipod Crangonyx pseudogracilis R U T 50 675 16 9190 Martin and Holdich 1986 12174 12174 12174 Crangonyx Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (UK)
Amphipod Hyalella azteca F M T 105 613 048 gt 5997 Wang et al 2016 Wang et al 2017 gt 28002 gt 28002 28002 gt Hyalella Invert Author reported
Stonefly Acroneuria sp S M T 474 746 11 gt 22600 Call et al 1984 gt 20498 gt 20498 20498 gt Acroneuria Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Midge Chironomus plumosus S U T 80 70 16 30000 Fargasova 2001 25361 25361 25361 Chironomus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Slovakia)
Midge Paratanytarsus dissimilis S M T 1743 728 28 gt 77700 Lamb and Bailey 1981 1983 gt 62318 gt 62318 62318 gt Paratanytarsus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Liberty Lake Washington
Rainbow trout Oncorhynchus mykiss F M T 274 758 05 gt 9840 Gundersen et al 1994 gt 5745 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 452 762 05 gt 8070 Gundersen et al 1994 gt 5212 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 895 758 05 gt 8160 Gundersen et al 1994 gt 6807 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1304 758 05 gt 8200 Gundersen et al 1994 gt 7662 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 232 825 05 6170 Gundersen et al 1994 1190 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 350 826 05 6170 Gundersen et al 1994 1523 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 836 829 05 7670 Gundersen et al 1994 3205 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1158 830 05 6930 Gundersen et al 1994 3554 3661 3661 Oncorhynchus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Atlantic salmon Salmo salar S U T 68 55 05 584 Hamilton and Haines 1995 21042 - Salmo Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Atlantic salmon Salmo salar S U T 68 65 05 599 Hamilton and Haines 1995 2430 7151 7151 Salmo Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Brook trout Salvelinus fontinalis S U T 40 56 16 6530 Tandjung 1982 31767 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 18 56 16 3400 Tandjung 1982 28391 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 2 56 16 370 Tandjung 1982 13663 23097 23097 Salvelinus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green sunfish Lepomis cyanellus S M T 474 755 11 gt 50000 Call et al 1984 gt 24028 gt 24028 24028 gt Lepomis Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Rio Grande silvery minnow Hybognathus amarus R M T 140 81 05 gt 59100 Buhl 2002 gt 39414 gt 39414 39414 gt Hybognathus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Fathead minnow Pimephales promelas S M T 474 761 11 gt 48200 Call et al 1984 gt 21522 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas S M T 474 805 11 gt 49800 Call et al 1984 gt 12972 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas R M T 26 78 05 1160 ENSR 1992c 477 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 46 76 05 8180 ENSR 1992c 5446 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 96 81 05 20300 ENSR 1992c 10966 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 194 81 05 44800 ENSR 1992c 35847 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 140 81 05 gt 59100 Buhl 2002 gt 39414 10168 10168 Pimephales Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Smallmouth bass Micropterus dolomieui S M T 1245 505 16 130 Kane and Rabeni 1987 3929 3929 3929 Micropterus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green tree frog Hyla cinerea R M T 455 549 05 gt 4052 Jung and Jagoe 1995 gt 20016 gt 20016 20016 gt Hyla Amphibian Value is from 2007 FW Cu AWQC Appendix C recommendation artificial soft recon
Normalization Chemistry
pH 7 FAV 2741
Hardness 100 CMC 1400
DOC 1 CCC 390
Acute Ranked GMAV Chronic Ranked GMCV
Rank GMAV Genus Rank GMCV Genus
18 gt 62318 Paratanytarsus Invert 12 17098 Aeolosoma Invert
17 gt 39414 Hybognathus Fish 11 gt 9746 Rana Amphib - Other Data
16 35462 Physa Mollusk 10 5908 Chironomus Invert
15 gt 29834 Lampsilis Mollusk 9 4877 Lymnaea Mollusk
14 gt 28002 Hyalella Invert 8 2555 Brachionus Invert
13 25361 Chironomus Invert 7 2488 Pimephales Fish
12 gt 24028 Lepomis Fish 6 1713 Hyalella Invert
11 23097 Salvelinus Fish 5 1182 Ceriodaphnia Invert
10 gt 20498 Acroneuria Invert 4 1102 Danio Fish
9 gt 20016 Hyla Amphibian 3 1042 Lampsilis Mollusk
8 12174 Crangonyx Invert 2 591 Salvelinus Fish
7 10216 Stenocypris Invert 1 509 Salmo Fish
6 10168 Pimephales Fish
5 7328 Ceriodaphnia Invert
4 7151 Salmo Fish
3 3929 Micropterus Fish
2 3661 Oncorhynchus Fish
1 3332 Daphnia Invert
N Rank Genus GMAV ln(GMAV) ln(GMAV)2 P=R(N+1) sqrt(P) N Rank Genus GMCV ln(GMCV) ln(GMCV)2 P=R(N+1) sqrt(P)
18 4 Salmo 7151 887 7876 0211 0459 12 4 Danio 1102 700 4907 0308 0555
3 Micropterus 3929 828 6849 0158 0397 3 Lampsilis 1042 695 4829 0231 0480
2 Oncorhynchus 3661 821 6733 0105 0324 2 Salvelinus 591 638 4074 0154 0392
1 Daphnia 3332 811 6579 0053 0229 1 Salmo 509 623 3883 0077 0277
Sum 3347 2804 0526 141 Sum 2657 1769 0769 170
S2 = 1223 S2 = 1080
L = 7134 L = 5242
A = 7916 A = 5976
FAV = 2741 FCV = 3940
CMC = 1371
All concentrations reported are microgL total Aluminum
lt-----Click Button after entering data
ENTER DATA HERE ERRORNUM ACUTE CHRONIC
Rank 1 Rank 2 Rank 3 Rank 4 Rank 1 Rank 2 Rank 3 Rank 4
SiteName DOC(mgL) Hardness(mgL as CaCO3) pH FAV CMC CCC Genus GMAV Genus GMAV Genus GMAV Genus GMAV Genus GMCV Genus GMCV Genus GMCV Genus GMCV
Site 1 50 25 9 75428737034162 35229324666008 1800 770 Daphnia 33452 Ceriodaphnia 73576 Stenocypris 102576 Crangonyx 122230 Lampsilis 10463 Ceriodaphnia 11865 Hyalella 17200 Brachionus 25648
Site 2 50 50 9 75428737034162 31204991509063 1600 680 Daphnia 29631 Ceriodaphnia 65171 Stenocypris 90859 Crangonyx 108267 Lampsilis 9268 Ceriodaphnia 10510 Hyalella 15236 Brachionus 22718
Site 3 50 75 9 75428737034162 29067527928199 1500 640 Daphnia 27601 Ceriodaphnia 60707 Stenocypris 84635 Crangonyx 100851 Lampsilis 8633 Ceriodaphnia 9790 Hyalella 14192 Brachionus 21162
Site 4 50 100 9 75428737034162 27640367912592 1400 600 Daphnia 26246 Ceriodaphnia 57726 Stenocypris 80480 Crangonyx 95899 Lampsilis 8209 Ceriodaphnia 9309 Hyalella 13495 Brachionus 20123
Site 5 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 6 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 7 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 8 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 9 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 10 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 11 50 25 85 75428737034162 63245275664384 3200 1400 Daphnia 60055 Ceriodaphnia 132086 Stenocypris 184149 Crangonyx 219432 Lampsilis 18783 Ceriodaphnia 21301 Hyalella 30879 Brachionus 46045
Site 12 50 50 85 75428737034162 61388044609926 3100 1300 Daphnia 58291 Ceriodaphnia 128208 Stenocypris 178742 Crangonyx 212988 Lampsilis 18232 Ceriodaphnia 20676 Hyalella 29972 Brachionus 44693
Site 13 50 75 85 75428737034162 60327020429132 3000 1300 Daphnia 57284 Ceriodaphnia 125992 Stenocypris 175652 Crangonyx 209307 Lampsilis 17917 Ceriodaphnia 20318 Hyalella 29454 Brachionus 43920
Site 14 50 100 85 75428737034162 59585352130146 3000 1300 Daphnia 56580 Ceriodaphnia 124443 Stenocypris 173493 Crangonyx 206734 Lampsilis 17696 Ceriodaphnia 20068 Hyalella 29092 Salmo 41264
Site 15 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 16 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 17 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 18 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 19 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 20 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Page 4: Draft National 304(a) Aluminum Aquatic Life Criteria … · Draft National 304(a) Aluminum Aquatic Life Criteria ... [0.503×ln ... [0.494𝑝𝑝𝐻𝐻× ℎ𝑎𝑎:ln

Sources of Aluminumbull Aluminum is found in most rocks and

minerals and can enter the environment through natural weathering

bull Aluminumrsquos solubility increase under acidic (pH lt6) or basic (pH gt8) water conditions

bull Aluminum is actively mined from bauxite used in industrial processes and alum (potassium aluminum sulfate) is used in the clarification process at drinking water facilities 4

Current 1988 Aluminum Criteriabull The current 1988 criteria account for the

ndash Influence of pH on toxicity (solely by limiting criteria application range)

ndash Similarity of acute toxicity of fish and invertebrates

ndash The greater sensitivity of invertebrates in chronic toxicity tests

5

Current 1988 Aluminum Criteriabull The final 1988 criteria document recommended

ndash An acute criterion of 750 microgL total aluminum when the pH is between 65 and 90

ndash Chronic criterion of 87 microgL total aluminum when the pH is between 65 and 90

ndash The 1988 freshwater chronic criterion of 87 microgL was lowered based on two tests (brook trout and striped bass)

ndash The studies were not pH adjusted and all the data were not normalized for hardness The 1988 existing criteria did not take hardness and DOC into account

6

Aluminum Standardsbull Aluminum Standards

ndash About 20 states have numeric criteria for aluminum for aquatic life

bull Most are based on EPArsquos 1988 values and two are hardness-based equations (CO and NM)

bull There are numerous site-specific criteria that involve the Biotic Ligand Model (BLM) or a Water Effects Ratio (WER) -adjusted 1988 aluminum criteria

ndash Aluminum is not a priority pollutant

7

Criteria Development Processbull All EPA Aquatic Life Criteria for Toxics undergo rigorous

scientific development and review processbull Develop criteria document draftbull Intra-agency peer review process bull Independent external peer reviewbull Revisions based on external peer review

Intra-agency review of draft criteria documentbull Release to the public in draft form to obtain scientific views

Revisions considering public comments Intra-agency review of final criteria document

bull Publication of final criteria document bull States may then consider recommended criteria in

development and adoption of state water quality standards8

Framework for Updated Draft Aluminum Criteria

I Screen toxicological studies for high

quality data

II Consider water conditions effects on

aluminum bioavailability

III Normalize toxicity data in species

sensitivity distribution to a set of water quality conditions

IV Construct sensitivity distribution to determine criteria

at set conditions

9

I Screen toxicological studies for high quality data

bull First step in all criteria developmentndash Data are evaluated based on the data quality objectives

outlined in the 1985 Guidelines methodology and other toxicity testing recommendations (ie EPA ASTM)

ndash High quality data are used quantitatively to develop criteria magnitudes

ndash Lower quality data are used qualitatively if appropriatendash Lowest quality data are considered unacceptable and not

usedbull Data are grouped into acute and chronic exposures

10

Aluminum Toxicity Databull The updated freshwater aluminum criteria meets the

acute and chronic minimum data requirements outlined in EPArsquos 1985 Guidelines

InvertebrateSpecies

Fish Species

AmphibianSpecies

Total Genera

Acute1988 AWQC 8 7 - 142017 Draft AWQC 11 8 1 18

Chronic1988 AWQC 2 1 - 32017 Draft AWQC 7 4 - 11

11 1988 AWQC Chronic CCC based on two studies for the striped

bass and brook trout

Aluminum Toxicity Data Freshwater mussels have been

suggested to be potentially sensitive to aluminum

EPA worked collaboratively with USGSrsquos Columbia Environmental Research Center (CERC) to have acute and chronic aluminum toxicity tests conducted with a unionid mussel (fatmucket Lampsilis siliquoidea) in water-only exposures to obtain additional data on invertebrates New data on amphipod (Hyalella azteca)

were collected to confirm laboratory conditions

12

Aluminum Toxicity Data

13

bull New data and models examinedndash Data submitted to EU REACH program

bull New freshwater aluminum toxicity data generated by Oregon State University

bull 2016 BLM model provided by the European Aluminum Association

ndash Saltwater data provided by Australia bull Insufficient data to develop estuarinemarine acute or chronic

criteria at this timendash Multiple Linear Regression (MLR) model developed by

DeForest et al 2017bull DeForest DK KV Brix LM Tear and WJ Adams 2017 Multiple Linear Regression (MLR) models for predicting chronic aluminum

toxicity to freshwater aquatic organisms and developing water quality guidelines Environ Toxicol Chem (DOI101002etc3922)

14

Minimum Dataset For Freshwater Criteria Derivation

SALMONID SECONDFISHFAMILY

CHORDATA

PLANKTONICCRUSTACEAN

BENTHIC CRUSTACEAN

INSECT ROTIFERA ANNELIDA MOLLUSCA

OTHERINSECT ORMOLLUSCA

EstuarineMarine Minimum Data Requirements

15

Family Minimum Data Requirement EstuarineMarine

Acute(Phylum Family Genus)

Chronic(Phylum Family Genus)

Family in the phylum Chordata - -

Family in the phylum Chordata - -

Either the Mysidae or Penaeidae family - -

Family in a phylum other than Arthropoda or Chordata Mollusca Ostreidae Crassostrea -

Family in a phylum other than Chordata Annelida Nereididae Neanthes -

Family in a phylum other than Chordata Annelida Capitellidae Capitella -

Family in a phylum other than Chordata Annelida Ctenodrilidae Ctenodrilus -

Any other family Arthropoda Ameiridae Nitokra -

II Evaluate water quality conditions to determine applicability

bull Criteria are often based on one or more water quality conditions (eg hardness) that affect toxicity of the material to test organisms

bull Aluminum toxicity is highly dependent on the pH of the test waterndash The pH of test waters affects the amount and form

of aluminum that is bioavailable to test speciesndash Hardness and DOC (Dissolved Organic Carbon)

also influence the amount of aluminum that is bioavailable

16

Multiple Bioavailability Modeling Approaches Underwent External Peer Review

17

bull Biotic Ligand Modelsbull Full aluminum BLM (2016 model version) ndash Temperature pH

Dissolved organic carbon (DOC) Major cations (calcium [Ca] magnesium [Mg] sodium [Na] and potassium [K]) Major anions (sulfate [SO4] and chloride [Cl]) Alkalinity and Sulfide

bull Simplified aluminum BLM - pH hardness DOC temperature

bull Multilinear Regression Equationsbull pH and Hardness

Accounting for Effects of Water Chemistry on Bioavailability and Toxicity

bull Water quality criteria can be modified quantitatively when enough data are available to demonstrate that those conditions similarly affect the results with a variety of speciesndash High quality data in the draft aluminum document demonstrated

that pH DOC and hardness affected a variety of species in a similar way when exposed to aluminum concentrations

bull Recent publications by Cardwell et al (2017) and Gensemer et al (2017) summarized short-term aluminum chronic toxicity data across a range of DOC pH and hardness values for three species

18

Multiple Linear Regression (MLR) Models to Account for Effects of Water Chemistry

bull MLR models were developed for each species (DeForest et al 2017)ndash 119862119862 119889119889119906119906119887119887119894119894119886119886 11986411986411986211986220=119890119890[minus41026+[0525timesln(119863119863119874119874119862119862)]+[2201timesln(ℎ119886119886119903119903119889119889)]+(11282times119901119901119867119867)minus(0633times1199011199011198671198672)minus[0264times119901119901119867119867ln(ℎ119886119886119903119903119889119889)]]

ndash 119875119875 119901119901119903119903119900119900119898119898119890119890119897119897119886119886119904119904 11986411986411986211986220=119890119890[minus14029+[0503timesln(119863119863119874119874119862119862)]+[3443timesln(ℎ119886119886119903119903119889119889)]+(3131times119901119901119867119867)minus[0494times119901119901119867119867ln(ℎ119886119886119903119903119889119889)]]

bull These models were applied to both the acute and chronic aluminum toxicity datandash The C dubia model was applied to invertebrate datandash The P promelas model was applied to vertebrate data

19

III Normalize toxicity data in species sensitivity distribution to a set of water

quality conditionsbull Just like single parameter hardness models the MLR

models were used to normalize the aluminum toxicity data to a single set of water quality conditionsndash As an illustration for one set of calculations the draft

aluminum AWQC set these conditions to pH 7 hardness of 100 mgL and DOC of 1 mgL

bull This allows for comparisons to be made between species based on their sensitivity to aluminumndash Apples to apples

20

IV Construct sensitivity distribution to determine criteria at set conditions

21

Figure 8 Ranked Summary of Total Aluminum Genus Mean Acute Values (GMAVs) - Freshwater at pH 7 Hardness of 100 mgL and DOC of 1 mgL

IV Construct sensitivity distribution to determine criteria at set conditions

22

Figure 10 Ranked Summary of Total Aluminum Genus Mean Chronic Values (GMCVs) ndash Freshwater Supplemented with Other Data to Fulfill Missing MDRs at pH 7 Hardness of 100 mgL and DOC of 1 mgL

Aluminum Criteria Calculatorbull The relative ranking of genera in the sensitivity

distribution to which the toxicity data are normalized will change based on the set of water chemistry conditions (ie pH hardness and DOC)

bull To make calculating aluminum criteria easier EPA developed an Aluminum Criteria Calculatorndash Automated so that user only needs to enter water chemistry

conditions of interestndash Allows quick calculations for a variety of conditionsndash Limits calculations to the recommended conditions for which

the MLR models were developed were specified for hardness and DOC

bull No extrapolation beyond hardness and DOC empirical data bounds

23

Aluminum Criteria Calculator SD Example

24

pH=7 Hardness=100 DOC=1 pH=6 Hardness=25 DOC=1

Chronic Ranked GMCVRank GMCV Genus

12 17098 Aeolosoma Invert11 gt 9746 Rana Amphib - Other Data10 5908 Chironomus Invert

9 4877 Lymnaea Mollusk8 2555 Brachionus Invert7 2488 Pimephales Fish6 1713 Hyalella Invert5 1182 Ceriodaphnia Invert4 1102 Danio Fish3 1042 Lampsilis Mollusk2 591 Salvelinus Fish1 509 Salmo Fish

FCV = 3940 microgL total aluminum

Chronic Ranked GMCVRank GMCV Genus

12 gt 2131 Rana Amphib - Other Data11 1710 Aeolosoma Invert10 591 Chironomus Invert

9 544 Pimephales Fish8 488 Lymnaea Mollusk7 255 Brachionus Invert6 241 Danio Fish5 171 Hyalella Invert4 129 Salvelinus Fish3 118 Ceriodaphnia Invert2 111 Salmo Fish1 104 Lampsilis Mollusk

FCV = 987 microgL total aluminum

Multiple Scenarios

Run Scenarios

Summary Sheet

Acute Dataset

Chronic Dataset

Multiple Scenarios

Run Scenarios

Summary Sheet

Acute Dataset

Chronic Dataset

Boundaries of the Criteria Outputsbull MLR models were developed using data that

encompassndash DOC range of 008-5 mgLndash Hardness range of 98-127 mgL (as CaCO3)ndash pH range of 6-81

bull MLR criteria outputs are bounded atndash Maximum of 150 mgL total hardness (as CaCO3)

ndash DOC of 50 mgLndash pH range of the model is 50 to 90

25

Aluminum Criteria Look-Up Tables

26

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=05 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 23 a 14 b 69 c 160 f 350 f 620 i 540 b 410 a 230 a

50 43 a 24 b 100 d 170 f 310 f 630 f 670 j 400 a 200 a

75 61 a 33 b 130 e 180 f 290 f 530 f 730 i 390 a 190 a

100 78 a 41 b 150 e 190 f 280 g 460 f 770 c 390 a 180 a

150 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

200 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

250 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

300 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

350 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

400 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

Aluminum Criteria Look-Up Tables

27

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=10 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 33 a 21 b 99 c 220 f 490 f 900 i 780 b 590 a 330 a

50 61 a 35 b 150 e 250 f 440 f 890 f 960 j 580 a 290 a

75 88 a 47 b 180 e 260 f 410 f 740 f 1100 i 570 a 270 a

100 11 a 59 b 210 e 270 f 390 g 650 f 1100 c 560 b 260 a

150 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

200 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

250 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

300 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

350 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

400 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

Aluminum Criteria Look-Up Tables

28

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=25 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 54 a 34 b 160 c 350 f 770 f 1500 i 1300 b 960 a 540 a

50 99 a 57 b 230 e 390 f 690 f 1400 f 1600 j 930 a 470 a

75 14 a 77 b 290 e 410 f 640 f 1200 f 1700 i 920 a 440 a

100 18 a 96 b 330 e 420 f 620 g 1000 f 1800 d 920 b 420 a

150 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

200 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

250 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

300 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

350 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

400 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

Aluminum Criteria Look-Up Tables

29

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=50 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 77 a 49 b 230 c 500 f 1100 f 2100 c 1900 b 1400 a 770 a

50 14 a 82 b 330 e 540 f 970 f 2000 f 2200 j 1300 a 680 a

75 20 a 110 b 410 e 570 f 900 f 1600 f 2500 i 1300 a 640 a

100 26 a 140 b 460 f 590 f 880 g 1400 f 2500 d 1300 b 600 a

150 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

200 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

250 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

300 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

350 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

400 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

Status

30

bull Draft Document Released to the Federal Register on 72817ndash Public comment period of 60 days ndash Due Date for Comments is 92617

bull Revisions will be made considering public commentsbull Subsequent EPA intra-agency review of final criteria

document will then be conducted bull Publication of final criteria document planned for Late Fall

2017

Federal Register Webpagehttpswwwfederalregistergovdocuments201

707282017-15968request-for-scientific-views-draft-updated-aquatic-life-ambient-water-quality-criteria-for-aluminum

Aluminum Criteria Webpagehttpswwwepagovwqc2017-draft-aquatic-life-

criteria-aluminum-freshwater-documents

31

Contact Information

Aluminum Criteria Lead Diana EignorEignorDianaepagov

202-566-1143

Kathryn Gallagher Branch Chiefgallagherkathrynepagov

202-564-1398 32

  • Draft National 304(a) Aluminum Aquatic Life Criteria
  • Slide Number 2
  • Overview
  • Sources of Aluminum
  • Current 1988 Aluminum Criteria
  • Current 1988 Aluminum Criteria
  • Aluminum Standards
  • Criteria Development Process
  • Framework for Updated Draft Aluminum Criteria
  • I Screen toxicological studies for high quality data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Slide Number 14
  • EstuarineMarine Minimum Data Requirements
  • II Evaluate water quality conditions to determine applicability
  • Multiple Bioavailability Modeling Approaches Underwent External Peer Review
  • Accounting for Effects of Water Chemistry on Bioavailability and Toxicity
  • Multiple Linear Regression (MLR) Models to Account for Effects of Water Chemistry
  • III Normalize toxicity data in species sensitivity distribution to a set of water quality conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • Aluminum Criteria Calculator
  • Aluminum Criteria Calculator SD Example
  • Boundaries of the Criteria Outputs
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Status
  • Slide Number 31
  • Contact Information
Appendix C Acceptable Chronic Toxicity Data of Aluminum to Freshwater Aquatic Animals
MLR equation
Species Hardness (mgL as CaCO3) pH DOC(mgL) EC20 Endpoint EC20(microgL) Normalized Conc- EC20(microgL) SMCV-EC20(microgL) GMCV-EC20(microgL) Genus DOC Notes Dilution water
Oligochaete Aeolosoma sp 48 6 025 Reproduction (population size) 1235 1710 1710 1710 Aeolosoma Invert Author reported half the detection limit
Rotifer Brachionus calyciflorus 100 62 025 Reproduction (population size) 431 255 255 255 Brachionus Invert Author reported half the detection limit
Great pond snail Lymnaea stagnalis 117 61 025 Biomass 746 488 488 488 Lymnaea Mollusk Author reported half the detection limit
Fatmucket Lampsilis siliquoidea 1055 604 040 Biomass 169 104 104 104 Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia 50 715 11 Reproduction - youngstarting adult 1780 190 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia 26 73 05 Reproduction - youngfemale 1557 272 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 46 75 05 Reproduction - youngfemale 8087 110 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 96 79 05 Reproduction - youngfemale 6519 80 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 194 81 05 Reproduction - youngfemale 6836 89 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 255 703 05 Reproduction (youngfemale) 250 56 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 713 05 Reproduction (youngfemale) 860 106 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 25 798 05 Reproduction (youngfemale) 700 101 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 61 803 05 Reproduction (youngfemale) 1010 136 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 810 05 Reproduction (youngfemale) 870 116 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 255 633 05 Reproduction (youngfemale) 260 176 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 121 636 05 Reproduction (youngfemale) 390 110 118 118 Ceriodaphnia Invert Author reported
Amphipod Hyalella azteca 95 61 051 Biomass (28 d) 1993 101 Hyalella Author reported
Amphipod Hyalella azteca 106 604 033 Biomass (28 d) 425 289 171 171 Hyalella Invert Author reported
Midge Chironomus riparius 118 558 18 Adult midge emergence 2955 119 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 119 505 18 Adult midge emergence 8442 2258 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 91 66 051 Reproduction ( of eggscase) 3387 766 591 591 Chironomus Invert Author reported
Atlantic salmon Salmo salar 127 57 18 Biomass 6156 1112 1112 1112 Salmo Fish Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Brook trout Salvelinus fontinalis 123 655 19 Biomass 1644 59 Salvelinus Author reported wellRO mix
Brook trout Salvelinus fontinalis 128 565 18 Biomass 1435 283 1293 1293 Salvelinus Fish Author reported wellRO mix
Fathead minnow Pimephales promelas 220 770 16 Biomass 6194 781 Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation well water
Fathead minnow Pimephales promelas 96 620 025 Fry survival 4286 379 544 544 Pimephales Fish Author reported half the detection limit
Zebrafish Danio rerio 83 61 025 Biomass 2344 241 241 241 Danio Fish Author reported half the detection limit
Wood frog Rana sylvatica 115 469 16 MATC-survival gt 2000 gt 2131 gt 2131 2131 gt Rana Amphib - Other Data Value is from 2007 FW Cu AWQC Appendix C recommendation aged tap water
Appendix A Acceptable Acute Toxicity Data of Aluminum to Freshwater Aquatic Animals
Species Methoda Hardness (mgL as CaCO3) pH DOC(mgL) LC50 or EC50 Conc (microgL) Reference Normalized Conc - LC50(microgL) Species Mean Acute Value(microgL) Genus Mean Acute Value(microgL) Genus DOC Note Dilution water
Snail Physa sp S M T 474 659 11 gt 23400 Call 1984 Call et al 1984 gt 4843 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 755 11 30600 Call 1984 Call et al 1984 2699 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 817 11 gt 24700 Call 1984 Call et al 1984 gt 2404 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 746 11 55500 Call 1984 Call et al 1984 5034 3546 3546 Physa Mollusk Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Fatmucket Lampsilis siliquoidea F M T 1060 612 048 gt 6302 Wang et al 2016 Wang et al 2017 gt 2983 gt 2983 2983 gt Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia S M A 500 742 11 1900 McCauley et al 1986 173 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia S M A 505 786 11 1500 McCauley et al 1986 129 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation UW-S Lake Superior lab water
Cladoceran Ceriodaphnia dubia S M A 500 813 11 2560 McCauley et al 1986 243 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia R M T 26 75 05 720 ENSR 1992d 111 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 46 76 05 1880 ENSR 1992d 250 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 96 78 05 2450 ENSR 1992d 289 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 3727 Fort and Stover 1995 500 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 5673 Fort and Stover 1995 761 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 89 76 05 2880 Soucek et al 2001 336 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U T 106 601 05 7112 European Al Association 2009 169 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 605 2 6865 European Al Association 2009 709 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 609 4 15581 European Al Association 2009 1007 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 601 05 681 European Al Association 2009 162 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 603 05 1630 European Al Association 2009 367 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 597 05 1785 European Al Association 2009 473 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 592 05 1410 European Al Association 2009 429 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 699 05 gt 1300 European Al Association 2009 gt 419 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 785 05 gt 5000 European Al Association 2009 gt 796 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 68 2 gt 10000 European Al Association 2009 gt 2076 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 782 2 gt 15000 European Al Association 2009 gt 1163 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 677 4 gt 10000 European Al Association 2009 gt 1516 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 766 4 gt 15000 European Al Association 2009 gt 861 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 79 05 gt 2000 European Al Association 2009 gt 315 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 789 05 gt 2000 European Al Association 2009 gt 316 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 604 05 1108 European Al Association 2009 85 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 598 2 11371 European Al Association 2009 482 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 573 4 80467 European Al Association 2009 4357 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 671 05 gt 10000 European Al Association 2009 gt 2379 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 783 05 gt 5000 European Al Association 2009 gt 634 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 679 2 gt 10000 European Al Association 2009 gt 1039 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 767 2 gt 15000 European Al Association 2009 gt 908 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 668 4 gt 15000 European Al Association 2009 gt 1246 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 762 4 gt 15000 European Al Association 2009 gt 633 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 606 2 33868 European Al Association 2009 792 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 56 4 104842 European Al Association 2009 4880 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 693 05 gt 5000 European Al Association 2009 gt 713 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 788 05 gt 5000 European Al Association 2009 gt 590 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 676 2 gt 15000 European Al Association 2009 gt 1212 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 771 2 gt 15000 European Al Association 2009 gt 810 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 66 4 gt 15000 European Al Association 2009 gt 1014 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 76 4 gt 15000 European Al Association 2009 gt 555 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11971 European Al Association 2010 270 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 27478 European Al Association 2010 619 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11998 European Al Association 2010 270 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 607 05 92495 European Al Association 2010 188 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 609 05 31337 European Al Association 2010 604 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 61 05 33235 European Al Association 2010 624 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 708 05 gt 8864 European Al Association 2010 gt 253 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 779 05 gt 42783 European Al Association 2010 gt 693 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 753 05 13204 European Al Association 2010 24 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 601 05 46326 European Al Association 2010 380 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 599 05 gt 8590 European Al Association 2010 gt 737 509 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia reticulata F M T 451 60 11 304 Shephard 1983 201 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia reticulata F M T 40 55 11 362 Shephard 1983 5531 1054 733 Ceriodaphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake SuperiorDI Mix
Cladoceran Daphnia magna S U NR 453 774 11 3900 Biesinger and Christensen 1972 338 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S M T 220 76 16 38200 Kimball 1978 2030 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Well water
Cladoceran Daphnia magna S U T 451 725 11 2800 Shephard 1983 287 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S U T 168 599 05 5000 European Al Association 2009 gt 227 - Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Daphnia magna S U T 168 792 05 7950 European Al Association 2009 92 333 333 Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Ostracod Stenocypris major R M T 1563 651 16 310196 Shuhaimi-Othman et al 2011a 1022 1022 1022 Stenocypris Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Malaysia)
Amphipod Crangonyx pseudogracilis R U T 50 675 16 9190 Martin and Holdich 1986 1217 1217 1217 Crangonyx Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (UK)
Amphipod Hyalella azteca F M T 105 613 048 gt 5997 Wang et al 2016 Wang et al 2017 gt 2800 gt 2800 2800 gt Hyalella Invert Author reported
Stonefly Acroneuria sp S M T 474 746 11 gt 22600 Call et al 1984 gt 2050 gt 2050 2050 gt Acroneuria Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Midge Chironomus plumosus S U T 80 70 16 30000 Fargasova 2001 2536 2536 2536 Chironomus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Slovakia)
Midge Paratanytarsus dissimilis S M T 1743 728 28 gt 77700 Lamb and Bailey 1981 1983 gt 6232 gt 6232 6232 gt Paratanytarsus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Liberty Lake Washington
Rainbow trout Oncorhynchus mykiss F M T 274 758 05 gt 9840 Gundersen et al 1994 gt 1256 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 452 762 05 gt 8070 Gundersen et al 1994 gt 1140 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 895 758 05 gt 8160 Gundersen et al 1994 gt 1489 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1304 758 05 gt 8200 Gundersen et al 1994 gt 1676 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 232 825 05 6170 Gundersen et al 1994 260 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 350 826 05 6170 Gundersen et al 1994 333 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 836 829 05 7670 Gundersen et al 1994 701 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1158 830 05 6930 Gundersen et al 1994 777 801 801 Oncorhynchus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Atlantic salmon Salmo salar S U T 68 55 05 584 Hamilton and Haines 1995 4602 - Salmo Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Atlantic salmon Salmo salar S U T 68 65 05 599 Hamilton and Haines 1995 531 1564 1564 Salmo Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Brook trout Salvelinus fontinalis S U T 40 56 16 6530 Tandjung 1982 6947 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 18 56 16 3400 Tandjung 1982 6209 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 2 56 16 370 Tandjung 1982 2988 5051 5051 Salvelinus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green sunfish Lepomis cyanellus S M T 474 755 11 gt 50000 Call et al 1984 gt 5255 gt 5255 5255 gt Lepomis Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Rio Grande silvery minnow Hybognathus amarus R M T 140 81 05 gt 59100 Buhl 2002 gt 8620 gt 8620 8620 gt Hybognathus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Fathead minnow Pimephales promelas S M T 474 761 11 gt 48200 Call et al 1984 gt 4707 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas S M T 474 805 11 gt 49800 Call et al 1984 gt 2837 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas R M T 26 78 05 1160 ENSR 1992c 104 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 46 76 05 8180 ENSR 1992c 1191 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 96 81 05 20300 ENSR 1992c 2398 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 194 81 05 44800 ENSR 1992c 7839 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 140 81 05 gt 59100 Buhl 2002 gt 8620 2224 2224 Pimephales Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Smallmouth bass Micropterus dolomieui S M T 1245 505 16 130 Kane and Rabeni 1987 859 859 859 Micropterus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green tree frog Hyla cinerea R M T 455 549 05 gt 4052 Jung and Jagoe 1995 gt 4377 gt 4377 4377 gt Hyla Amphibian Value is from 2007 FW Cu AWQC Appendix C recommendation artificial soft recon
Normalization Chemistry
pH 6 FAV 360
Hardness 25 CMC 180
DOC 1 CCC 99
Acute Ranked GMAV Chronic Ranked GMCV
Rank GMAV Genus Rank GMCV Genus
18 gt 8620 Hybognathus Fish 12 gt 2131 Rana Amphib - Other Data
17 gt 6232 Paratanytarsus Invert 11 1710 Aeolosoma Invert
16 gt 5255 Lepomis Fish 10 591 Chironomus Invert
15 5051 Salvelinus Fish 9 544 Pimephales Fish
14 gt 4377 Hyla Amphibian 8 488 Lymnaea Mollusk
13 3546 Physa Mollusk 7 255 Brachionus Invert
12 gt 2983 Lampsilis Mollusk 6 241 Danio Fish
11 gt 2800 Hyalella Invert 5 171 Hyalella Invert
10 2536 Chironomus Invert 4 129 Salvelinus Fish
9 2224 Pimephales Fish 3 118 Ceriodaphnia Invert
8 gt 2050 Acroneuria Invert 2 111 Salmo Fish
7 1564 Salmo Fish 1 104 Lampsilis Mollusk
6 1217 Crangonyx Invert
5 1022 Stenocypris Invert
4 859 Micropterus Fish
3 801 Oncorhynchus Fish
2 733 Ceriodaphnia Invert
1 333 Daphnia Invert
N Rank Genus GMAV ln(GMAV) ln(GMAV)2 P=R(N+1) sqrt(P) N Rank Genus GMCV ln(GMCV) ln(GMCV)2 P=R(N+1) sqrt(P)
18 4 Micropterus 859 676 4564 0211 0459 12 4 Salvelinus 129 486 2364 0308 0555
3 Oncorhynchus 801 669 4469 0158 0397 3 Ceriodaphnia 118 477 2277 0231 0480
2 Ceriodaphnia 733 660 4352 0105 0324 2 Salmo 111 471 2220 0154 0392
1 Daphnia 333 581 3374 0053 0229 1 Lampsilis 104 465 2159 0077 0277
Sum 2585 1676 0526 141 Sum 1899 902 0769 170
S2 = 1987 S2 = 059
L = 4890 L = 4420
A = 5887 A = 4592
FAV = 360 FCV = 987
CMC = 180
All concentrations reported are microgL total Aluminum
lt-----Click Button after entering data
ENTER DATA HERE ERRORNUM ACUTE CHRONIC
Rank 1 Rank 2 Rank 3 Rank 4 Rank 1 Rank 2 Rank 3 Rank 4
SiteName DOC(mgL) Hardness(mgL as CaCO3) pH FAV CMC CCC Genus GMAV Genus GMAV Genus GMAV Genus GMAV Genus GMCV Genus GMCV Genus GMCV Genus GMCV
Site 1 50 25 9 75428737034162 35229324666008 1800 770 Daphnia 33452 Ceriodaphnia 73576 Stenocypris 102576 Crangonyx 122230 Lampsilis 10463 Ceriodaphnia 11865 Hyalella 17200 Brachionus 25648
Site 2 50 50 9 75428737034162 31204991509063 1600 680 Daphnia 29631 Ceriodaphnia 65171 Stenocypris 90859 Crangonyx 108267 Lampsilis 9268 Ceriodaphnia 10510 Hyalella 15236 Brachionus 22718
Site 3 50 75 9 75428737034162 29067527928199 1500 640 Daphnia 27601 Ceriodaphnia 60707 Stenocypris 84635 Crangonyx 100851 Lampsilis 8633 Ceriodaphnia 9790 Hyalella 14192 Brachionus 21162
Site 4 50 100 9 75428737034162 27640367912592 1400 600 Daphnia 26246 Ceriodaphnia 57726 Stenocypris 80480 Crangonyx 95899 Lampsilis 8209 Ceriodaphnia 9309 Hyalella 13495 Brachionus 20123
Site 5 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 6 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 7 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 8 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 9 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 10 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 11 50 25 85 75428737034162 63245275664384 3200 1400 Daphnia 60055 Ceriodaphnia 132086 Stenocypris 184149 Crangonyx 219432 Lampsilis 18783 Ceriodaphnia 21301 Hyalella 30879 Brachionus 46045
Site 12 50 50 85 75428737034162 61388044609926 3100 1300 Daphnia 58291 Ceriodaphnia 128208 Stenocypris 178742 Crangonyx 212988 Lampsilis 18232 Ceriodaphnia 20676 Hyalella 29972 Brachionus 44693
Site 13 50 75 85 75428737034162 60327020429132 3000 1300 Daphnia 57284 Ceriodaphnia 125992 Stenocypris 175652 Crangonyx 209307 Lampsilis 17917 Ceriodaphnia 20318 Hyalella 29454 Brachionus 43920
Site 14 50 100 85 75428737034162 59585352130146 3000 1300 Daphnia 56580 Ceriodaphnia 124443 Stenocypris 173493 Crangonyx 206734 Lampsilis 17696 Ceriodaphnia 20068 Hyalella 29092 Salmo 41264
Site 15 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 16 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 17 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 18 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 19 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 20 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Appendix C Acceptable Chronic Toxicity Data of Aluminum to Freshwater Aquatic Animals
MLR equation
Species Hardness (mgL as CaCO3) pH DOC(mgL) EC20 Endpoint EC20(microgL) Normalized Conc- EC20(microgL) SMCV-EC20(microgL) GMCV-EC20(microgL) Genus DOC Notes Dilution water
Oligochaete Aeolosoma sp 48 6 025 Reproduction (population size) 1235 17098 17098 17098 Aeolosoma Invert Author reported half the detection limit
Rotifer Brachionus calyciflorus 100 62 025 Reproduction (population size) 431 2555 2555 2555 Brachionus Invert Author reported half the detection limit
Great pond snail Lymnaea stagnalis 117 61 025 Biomass 746 4877 4877 4877 Lymnaea Mollusk Author reported half the detection limit
Fatmucket Lampsilis siliquoidea 1055 604 040 Biomass 169 1042 1042 1042 Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia 50 715 11 Reproduction - youngstarting adult 1780 1898 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia 26 73 05 Reproduction - youngfemale 1557 2718 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 46 75 05 Reproduction - youngfemale 8087 1102 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 96 79 05 Reproduction - youngfemale 6519 796 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 194 81 05 Reproduction - youngfemale 6836 888 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 255 703 05 Reproduction (youngfemale) 250 563 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 713 05 Reproduction (youngfemale) 860 1061 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 25 798 05 Reproduction (youngfemale) 700 1006 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 61 803 05 Reproduction (youngfemale) 1010 1363 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 810 05 Reproduction (youngfemale) 870 1164 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 255 633 05 Reproduction (youngfemale) 260 1758 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 121 636 05 Reproduction (youngfemale) 390 1101 1182 1182 Ceriodaphnia Invert Author reported
Amphipod Hyalella azteca 95 61 051 Biomass (28 d) 1993 1014 Hyalella Author reported
Amphipod Hyalella azteca 106 604 033 Biomass (28 d) 425 2895 1713 1713 Hyalella Invert Author reported
Midge Chironomus riparius 118 558 18 Adult midge emergence 2955 1192 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 119 505 18 Adult midge emergence 8442 22578 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 91 66 051 Reproduction ( of eggscase) 3387 7664 5908 5908 Chironomus Invert Author reported
Atlantic salmon Salmo salar 127 57 18 Biomass 6156 5085 5085 5085 Salmo Fish Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Brook trout Salvelinus fontinalis 123 655 19 Biomass 1644 270 Salvelinus Author reported wellRO mix
Brook trout Salvelinus fontinalis 128 565 18 Biomass 1435 1295 5914 5914 Salvelinus Fish Author reported wellRO mix
Fathead minnow Pimephales promelas 220 770 16 Biomass 6194 3569 Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation well water
Fathead minnow Pimephales promelas 96 620 025 Fry survival 4286 1734 2488 2488 Pimephales Fish Author reported half the detection limit
Zebrafish Danio rerio 83 61 025 Biomass 2344 1102 1102 1102 Danio Fish Author reported half the detection limit
Wood frog Rana sylvatica 115 469 16 MATC-survival gt 2000 gt 9746 gt 9746 9746 gt Rana Amphib - Other Data Value is from 2007 FW Cu AWQC Appendix C recommendation aged tap water
Appendix A Acceptable Acute Toxicity Data of Aluminum to Freshwater Aquatic Animals
Species Methoda Hardness (mgL as CaCO3) pH DOC(mgL) LC50 or EC50 Conc (microgL) Reference Normalized Conc - LC50(microgL) Species Mean Acute Value(microgL) Genus Mean Acute Value(microgL) Genus DOC Note Dilution water
Snail Physa sp S M T 474 659 11 gt 23400 Call 1984 Call et al 1984 gt 48425 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 755 11 30600 Call 1984 Call et al 1984 26986 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 817 11 gt 24700 Call 1984 Call et al 1984 gt 24040 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 746 11 55500 Call 1984 Call et al 1984 50338 35462 35462 Physa Mollusk Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Fatmucket Lampsilis siliquoidea F M T 1060 612 048 gt 6302 Wang et al 2016 Wang et al 2017 gt 29834 gt 29834 29834 gt Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia S M A 500 742 11 1900 McCauley et al 1986 1728 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia S M A 505 786 11 1500 McCauley et al 1986 1294 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation UW-S Lake Superior lab water
Cladoceran Ceriodaphnia dubia S M A 500 813 11 2560 McCauley et al 1986 2431 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia R M T 26 75 05 720 ENSR 1992d 1113 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 46 76 05 1880 ENSR 1992d 2495 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 96 78 05 2450 ENSR 1992d 2894 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 3727 Fort and Stover 1995 5002 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 5673 Fort and Stover 1995 7613 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 89 76 05 2880 Soucek et al 2001 3362 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U T 106 601 05 7112 European Al Association 2009 1691 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 605 2 6865 European Al Association 2009 7088 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 609 4 15581 European Al Association 2009 10072 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 601 05 681 European Al Association 2009 1620 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 603 05 1630 European Al Association 2009 3674 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 597 05 1785 European Al Association 2009 4732 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 592 05 1410 European Al Association 2009 4295 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 699 05 gt 1300 European Al Association 2009 gt 4189 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 785 05 gt 5000 European Al Association 2009 gt 7960 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 68 2 gt 10000 European Al Association 2009 gt 20755 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 782 2 gt 15000 European Al Association 2009 gt 11626 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 677 4 gt 10000 European Al Association 2009 gt 15161 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 766 4 gt 15000 European Al Association 2009 gt 8608 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 79 05 gt 2000 European Al Association 2009 gt 3150 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 789 05 gt 2000 European Al Association 2009 gt 3156 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 604 05 1108 European Al Association 2009 850 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 598 2 11371 European Al Association 2009 4817 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 573 4 80467 European Al Association 2009 43570 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 671 05 gt 10000 European Al Association 2009 gt 23786 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 783 05 gt 5000 European Al Association 2009 gt 6344 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 679 2 gt 10000 European Al Association 2009 gt 10394 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 767 2 gt 15000 European Al Association 2009 gt 9082 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 668 4 gt 15000 European Al Association 2009 gt 12461 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 762 4 gt 15000 European Al Association 2009 gt 6332 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 606 2 33868 European Al Association 2009 7920 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 56 4 104842 European Al Association 2009 48800 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 693 05 gt 5000 European Al Association 2009 gt 7126 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 788 05 gt 5000 European Al Association 2009 gt 5898 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 676 2 gt 15000 European Al Association 2009 gt 12117 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 771 2 gt 15000 European Al Association 2009 gt 8096 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 66 4 gt 15000 European Al Association 2009 gt 10139 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 76 4 gt 15000 European Al Association 2009 gt 5545 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11971 European Al Association 2010 2699 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 27478 European Al Association 2010 6194 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11998 European Al Association 2010 2705 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 607 05 92495 European Al Association 2010 1876 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 609 05 31337 European Al Association 2010 6035 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 61 05 33235 European Al Association 2010 6238 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 708 05 gt 8864 European Al Association 2010 gt 2534 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 779 05 gt 42783 European Al Association 2010 gt 6930 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 753 05 13204 European Al Association 2010 244 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 601 05 46326 European Al Association 2010 3798 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 599 05 gt 8590 European Al Association 2010 gt 7366 5094 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia reticulata F M T 451 60 11 304 Shephard 1983 2009 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia reticulata F M T 40 55 11 362 Shephard 1983 55307 10542 7328 Ceriodaphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake SuperiorDI Mix
Cladoceran Daphnia magna S U NR 453 774 11 3900 Biesinger and Christensen 1972 3382 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S M T 220 76 16 38200 Kimball 1978 20303 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Well water
Cladoceran Daphnia magna S U T 451 725 11 2800 Shephard 1983 2868 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S U T 168 599 05 5000 European Al Association 2009 gt 2265 - Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Daphnia magna S U T 168 792 05 7950 European Al Association 2009 920 3332 3332 Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Ostracod Stenocypris major R M T 1563 651 16 310196 Shuhaimi-Othman et al 2011a 10216 10216 10216 Stenocypris Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Malaysia)
Amphipod Crangonyx pseudogracilis R U T 50 675 16 9190 Martin and Holdich 1986 12174 12174 12174 Crangonyx Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (UK)
Amphipod Hyalella azteca F M T 105 613 048 gt 5997 Wang et al 2016 Wang et al 2017 gt 28002 gt 28002 28002 gt Hyalella Invert Author reported
Stonefly Acroneuria sp S M T 474 746 11 gt 22600 Call et al 1984 gt 20498 gt 20498 20498 gt Acroneuria Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Midge Chironomus plumosus S U T 80 70 16 30000 Fargasova 2001 25361 25361 25361 Chironomus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Slovakia)
Midge Paratanytarsus dissimilis S M T 1743 728 28 gt 77700 Lamb and Bailey 1981 1983 gt 62318 gt 62318 62318 gt Paratanytarsus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Liberty Lake Washington
Rainbow trout Oncorhynchus mykiss F M T 274 758 05 gt 9840 Gundersen et al 1994 gt 5745 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 452 762 05 gt 8070 Gundersen et al 1994 gt 5212 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 895 758 05 gt 8160 Gundersen et al 1994 gt 6807 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1304 758 05 gt 8200 Gundersen et al 1994 gt 7662 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 232 825 05 6170 Gundersen et al 1994 1190 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 350 826 05 6170 Gundersen et al 1994 1523 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 836 829 05 7670 Gundersen et al 1994 3205 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1158 830 05 6930 Gundersen et al 1994 3554 3661 3661 Oncorhynchus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Atlantic salmon Salmo salar S U T 68 55 05 584 Hamilton and Haines 1995 21042 - Salmo Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Atlantic salmon Salmo salar S U T 68 65 05 599 Hamilton and Haines 1995 2430 7151 7151 Salmo Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Brook trout Salvelinus fontinalis S U T 40 56 16 6530 Tandjung 1982 31767 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 18 56 16 3400 Tandjung 1982 28391 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 2 56 16 370 Tandjung 1982 13663 23097 23097 Salvelinus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green sunfish Lepomis cyanellus S M T 474 755 11 gt 50000 Call et al 1984 gt 24028 gt 24028 24028 gt Lepomis Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Rio Grande silvery minnow Hybognathus amarus R M T 140 81 05 gt 59100 Buhl 2002 gt 39414 gt 39414 39414 gt Hybognathus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Fathead minnow Pimephales promelas S M T 474 761 11 gt 48200 Call et al 1984 gt 21522 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas S M T 474 805 11 gt 49800 Call et al 1984 gt 12972 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas R M T 26 78 05 1160 ENSR 1992c 477 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 46 76 05 8180 ENSR 1992c 5446 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 96 81 05 20300 ENSR 1992c 10966 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 194 81 05 44800 ENSR 1992c 35847 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 140 81 05 gt 59100 Buhl 2002 gt 39414 10168 10168 Pimephales Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Smallmouth bass Micropterus dolomieui S M T 1245 505 16 130 Kane and Rabeni 1987 3929 3929 3929 Micropterus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green tree frog Hyla cinerea R M T 455 549 05 gt 4052 Jung and Jagoe 1995 gt 20016 gt 20016 20016 gt Hyla Amphibian Value is from 2007 FW Cu AWQC Appendix C recommendation artificial soft recon
Normalization Chemistry
pH 7 FAV 2741
Hardness 100 CMC 1400
DOC 1 CCC 390
Acute Ranked GMAV Chronic Ranked GMCV
Rank GMAV Genus Rank GMCV Genus
18 gt 62318 Paratanytarsus Invert 12 17098 Aeolosoma Invert
17 gt 39414 Hybognathus Fish 11 gt 9746 Rana Amphib - Other Data
16 35462 Physa Mollusk 10 5908 Chironomus Invert
15 gt 29834 Lampsilis Mollusk 9 4877 Lymnaea Mollusk
14 gt 28002 Hyalella Invert 8 2555 Brachionus Invert
13 25361 Chironomus Invert 7 2488 Pimephales Fish
12 gt 24028 Lepomis Fish 6 1713 Hyalella Invert
11 23097 Salvelinus Fish 5 1182 Ceriodaphnia Invert
10 gt 20498 Acroneuria Invert 4 1102 Danio Fish
9 gt 20016 Hyla Amphibian 3 1042 Lampsilis Mollusk
8 12174 Crangonyx Invert 2 591 Salvelinus Fish
7 10216 Stenocypris Invert 1 509 Salmo Fish
6 10168 Pimephales Fish
5 7328 Ceriodaphnia Invert
4 7151 Salmo Fish
3 3929 Micropterus Fish
2 3661 Oncorhynchus Fish
1 3332 Daphnia Invert
N Rank Genus GMAV ln(GMAV) ln(GMAV)2 P=R(N+1) sqrt(P) N Rank Genus GMCV ln(GMCV) ln(GMCV)2 P=R(N+1) sqrt(P)
18 4 Salmo 7151 887 7876 0211 0459 12 4 Danio 1102 700 4907 0308 0555
3 Micropterus 3929 828 6849 0158 0397 3 Lampsilis 1042 695 4829 0231 0480
2 Oncorhynchus 3661 821 6733 0105 0324 2 Salvelinus 591 638 4074 0154 0392
1 Daphnia 3332 811 6579 0053 0229 1 Salmo 509 623 3883 0077 0277
Sum 3347 2804 0526 141 Sum 2657 1769 0769 170
S2 = 1223 S2 = 1080
L = 7134 L = 5242
A = 7916 A = 5976
FAV = 2741 FCV = 3940
CMC = 1371
All concentrations reported are microgL total Aluminum
lt-----Click Button after entering data
ENTER DATA HERE ERRORNUM ACUTE CHRONIC
Rank 1 Rank 2 Rank 3 Rank 4 Rank 1 Rank 2 Rank 3 Rank 4
SiteName DOC(mgL) Hardness(mgL as CaCO3) pH FAV CMC CCC Genus GMAV Genus GMAV Genus GMAV Genus GMAV Genus GMCV Genus GMCV Genus GMCV Genus GMCV
Site 1 50 25 9 75428737034162 35229324666008 1800 770 Daphnia 33452 Ceriodaphnia 73576 Stenocypris 102576 Crangonyx 122230 Lampsilis 10463 Ceriodaphnia 11865 Hyalella 17200 Brachionus 25648
Site 2 50 50 9 75428737034162 31204991509063 1600 680 Daphnia 29631 Ceriodaphnia 65171 Stenocypris 90859 Crangonyx 108267 Lampsilis 9268 Ceriodaphnia 10510 Hyalella 15236 Brachionus 22718
Site 3 50 75 9 75428737034162 29067527928199 1500 640 Daphnia 27601 Ceriodaphnia 60707 Stenocypris 84635 Crangonyx 100851 Lampsilis 8633 Ceriodaphnia 9790 Hyalella 14192 Brachionus 21162
Site 4 50 100 9 75428737034162 27640367912592 1400 600 Daphnia 26246 Ceriodaphnia 57726 Stenocypris 80480 Crangonyx 95899 Lampsilis 8209 Ceriodaphnia 9309 Hyalella 13495 Brachionus 20123
Site 5 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 6 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 7 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 8 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 9 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 10 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 11 50 25 85 75428737034162 63245275664384 3200 1400 Daphnia 60055 Ceriodaphnia 132086 Stenocypris 184149 Crangonyx 219432 Lampsilis 18783 Ceriodaphnia 21301 Hyalella 30879 Brachionus 46045
Site 12 50 50 85 75428737034162 61388044609926 3100 1300 Daphnia 58291 Ceriodaphnia 128208 Stenocypris 178742 Crangonyx 212988 Lampsilis 18232 Ceriodaphnia 20676 Hyalella 29972 Brachionus 44693
Site 13 50 75 85 75428737034162 60327020429132 3000 1300 Daphnia 57284 Ceriodaphnia 125992 Stenocypris 175652 Crangonyx 209307 Lampsilis 17917 Ceriodaphnia 20318 Hyalella 29454 Brachionus 43920
Site 14 50 100 85 75428737034162 59585352130146 3000 1300 Daphnia 56580 Ceriodaphnia 124443 Stenocypris 173493 Crangonyx 206734 Lampsilis 17696 Ceriodaphnia 20068 Hyalella 29092 Salmo 41264
Site 15 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 16 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 17 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 18 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 19 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 20 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Page 5: Draft National 304(a) Aluminum Aquatic Life Criteria … · Draft National 304(a) Aluminum Aquatic Life Criteria ... [0.503×ln ... [0.494𝑝𝑝𝐻𝐻× ℎ𝑎𝑎:ln

Current 1988 Aluminum Criteriabull The current 1988 criteria account for the

ndash Influence of pH on toxicity (solely by limiting criteria application range)

ndash Similarity of acute toxicity of fish and invertebrates

ndash The greater sensitivity of invertebrates in chronic toxicity tests

5

Current 1988 Aluminum Criteriabull The final 1988 criteria document recommended

ndash An acute criterion of 750 microgL total aluminum when the pH is between 65 and 90

ndash Chronic criterion of 87 microgL total aluminum when the pH is between 65 and 90

ndash The 1988 freshwater chronic criterion of 87 microgL was lowered based on two tests (brook trout and striped bass)

ndash The studies were not pH adjusted and all the data were not normalized for hardness The 1988 existing criteria did not take hardness and DOC into account

6

Aluminum Standardsbull Aluminum Standards

ndash About 20 states have numeric criteria for aluminum for aquatic life

bull Most are based on EPArsquos 1988 values and two are hardness-based equations (CO and NM)

bull There are numerous site-specific criteria that involve the Biotic Ligand Model (BLM) or a Water Effects Ratio (WER) -adjusted 1988 aluminum criteria

ndash Aluminum is not a priority pollutant

7

Criteria Development Processbull All EPA Aquatic Life Criteria for Toxics undergo rigorous

scientific development and review processbull Develop criteria document draftbull Intra-agency peer review process bull Independent external peer reviewbull Revisions based on external peer review

Intra-agency review of draft criteria documentbull Release to the public in draft form to obtain scientific views

Revisions considering public comments Intra-agency review of final criteria document

bull Publication of final criteria document bull States may then consider recommended criteria in

development and adoption of state water quality standards8

Framework for Updated Draft Aluminum Criteria

I Screen toxicological studies for high

quality data

II Consider water conditions effects on

aluminum bioavailability

III Normalize toxicity data in species

sensitivity distribution to a set of water quality conditions

IV Construct sensitivity distribution to determine criteria

at set conditions

9

I Screen toxicological studies for high quality data

bull First step in all criteria developmentndash Data are evaluated based on the data quality objectives

outlined in the 1985 Guidelines methodology and other toxicity testing recommendations (ie EPA ASTM)

ndash High quality data are used quantitatively to develop criteria magnitudes

ndash Lower quality data are used qualitatively if appropriatendash Lowest quality data are considered unacceptable and not

usedbull Data are grouped into acute and chronic exposures

10

Aluminum Toxicity Databull The updated freshwater aluminum criteria meets the

acute and chronic minimum data requirements outlined in EPArsquos 1985 Guidelines

InvertebrateSpecies

Fish Species

AmphibianSpecies

Total Genera

Acute1988 AWQC 8 7 - 142017 Draft AWQC 11 8 1 18

Chronic1988 AWQC 2 1 - 32017 Draft AWQC 7 4 - 11

11 1988 AWQC Chronic CCC based on two studies for the striped

bass and brook trout

Aluminum Toxicity Data Freshwater mussels have been

suggested to be potentially sensitive to aluminum

EPA worked collaboratively with USGSrsquos Columbia Environmental Research Center (CERC) to have acute and chronic aluminum toxicity tests conducted with a unionid mussel (fatmucket Lampsilis siliquoidea) in water-only exposures to obtain additional data on invertebrates New data on amphipod (Hyalella azteca)

were collected to confirm laboratory conditions

12

Aluminum Toxicity Data

13

bull New data and models examinedndash Data submitted to EU REACH program

bull New freshwater aluminum toxicity data generated by Oregon State University

bull 2016 BLM model provided by the European Aluminum Association

ndash Saltwater data provided by Australia bull Insufficient data to develop estuarinemarine acute or chronic

criteria at this timendash Multiple Linear Regression (MLR) model developed by

DeForest et al 2017bull DeForest DK KV Brix LM Tear and WJ Adams 2017 Multiple Linear Regression (MLR) models for predicting chronic aluminum

toxicity to freshwater aquatic organisms and developing water quality guidelines Environ Toxicol Chem (DOI101002etc3922)

14

Minimum Dataset For Freshwater Criteria Derivation

SALMONID SECONDFISHFAMILY

CHORDATA

PLANKTONICCRUSTACEAN

BENTHIC CRUSTACEAN

INSECT ROTIFERA ANNELIDA MOLLUSCA

OTHERINSECT ORMOLLUSCA

EstuarineMarine Minimum Data Requirements

15

Family Minimum Data Requirement EstuarineMarine

Acute(Phylum Family Genus)

Chronic(Phylum Family Genus)

Family in the phylum Chordata - -

Family in the phylum Chordata - -

Either the Mysidae or Penaeidae family - -

Family in a phylum other than Arthropoda or Chordata Mollusca Ostreidae Crassostrea -

Family in a phylum other than Chordata Annelida Nereididae Neanthes -

Family in a phylum other than Chordata Annelida Capitellidae Capitella -

Family in a phylum other than Chordata Annelida Ctenodrilidae Ctenodrilus -

Any other family Arthropoda Ameiridae Nitokra -

II Evaluate water quality conditions to determine applicability

bull Criteria are often based on one or more water quality conditions (eg hardness) that affect toxicity of the material to test organisms

bull Aluminum toxicity is highly dependent on the pH of the test waterndash The pH of test waters affects the amount and form

of aluminum that is bioavailable to test speciesndash Hardness and DOC (Dissolved Organic Carbon)

also influence the amount of aluminum that is bioavailable

16

Multiple Bioavailability Modeling Approaches Underwent External Peer Review

17

bull Biotic Ligand Modelsbull Full aluminum BLM (2016 model version) ndash Temperature pH

Dissolved organic carbon (DOC) Major cations (calcium [Ca] magnesium [Mg] sodium [Na] and potassium [K]) Major anions (sulfate [SO4] and chloride [Cl]) Alkalinity and Sulfide

bull Simplified aluminum BLM - pH hardness DOC temperature

bull Multilinear Regression Equationsbull pH and Hardness

Accounting for Effects of Water Chemistry on Bioavailability and Toxicity

bull Water quality criteria can be modified quantitatively when enough data are available to demonstrate that those conditions similarly affect the results with a variety of speciesndash High quality data in the draft aluminum document demonstrated

that pH DOC and hardness affected a variety of species in a similar way when exposed to aluminum concentrations

bull Recent publications by Cardwell et al (2017) and Gensemer et al (2017) summarized short-term aluminum chronic toxicity data across a range of DOC pH and hardness values for three species

18

Multiple Linear Regression (MLR) Models to Account for Effects of Water Chemistry

bull MLR models were developed for each species (DeForest et al 2017)ndash 119862119862 119889119889119906119906119887119887119894119894119886119886 11986411986411986211986220=119890119890[minus41026+[0525timesln(119863119863119874119874119862119862)]+[2201timesln(ℎ119886119886119903119903119889119889)]+(11282times119901119901119867119867)minus(0633times1199011199011198671198672)minus[0264times119901119901119867119867ln(ℎ119886119886119903119903119889119889)]]

ndash 119875119875 119901119901119903119903119900119900119898119898119890119890119897119897119886119886119904119904 11986411986411986211986220=119890119890[minus14029+[0503timesln(119863119863119874119874119862119862)]+[3443timesln(ℎ119886119886119903119903119889119889)]+(3131times119901119901119867119867)minus[0494times119901119901119867119867ln(ℎ119886119886119903119903119889119889)]]

bull These models were applied to both the acute and chronic aluminum toxicity datandash The C dubia model was applied to invertebrate datandash The P promelas model was applied to vertebrate data

19

III Normalize toxicity data in species sensitivity distribution to a set of water

quality conditionsbull Just like single parameter hardness models the MLR

models were used to normalize the aluminum toxicity data to a single set of water quality conditionsndash As an illustration for one set of calculations the draft

aluminum AWQC set these conditions to pH 7 hardness of 100 mgL and DOC of 1 mgL

bull This allows for comparisons to be made between species based on their sensitivity to aluminumndash Apples to apples

20

IV Construct sensitivity distribution to determine criteria at set conditions

21

Figure 8 Ranked Summary of Total Aluminum Genus Mean Acute Values (GMAVs) - Freshwater at pH 7 Hardness of 100 mgL and DOC of 1 mgL

IV Construct sensitivity distribution to determine criteria at set conditions

22

Figure 10 Ranked Summary of Total Aluminum Genus Mean Chronic Values (GMCVs) ndash Freshwater Supplemented with Other Data to Fulfill Missing MDRs at pH 7 Hardness of 100 mgL and DOC of 1 mgL

Aluminum Criteria Calculatorbull The relative ranking of genera in the sensitivity

distribution to which the toxicity data are normalized will change based on the set of water chemistry conditions (ie pH hardness and DOC)

bull To make calculating aluminum criteria easier EPA developed an Aluminum Criteria Calculatorndash Automated so that user only needs to enter water chemistry

conditions of interestndash Allows quick calculations for a variety of conditionsndash Limits calculations to the recommended conditions for which

the MLR models were developed were specified for hardness and DOC

bull No extrapolation beyond hardness and DOC empirical data bounds

23

Aluminum Criteria Calculator SD Example

24

pH=7 Hardness=100 DOC=1 pH=6 Hardness=25 DOC=1

Chronic Ranked GMCVRank GMCV Genus

12 17098 Aeolosoma Invert11 gt 9746 Rana Amphib - Other Data10 5908 Chironomus Invert

9 4877 Lymnaea Mollusk8 2555 Brachionus Invert7 2488 Pimephales Fish6 1713 Hyalella Invert5 1182 Ceriodaphnia Invert4 1102 Danio Fish3 1042 Lampsilis Mollusk2 591 Salvelinus Fish1 509 Salmo Fish

FCV = 3940 microgL total aluminum

Chronic Ranked GMCVRank GMCV Genus

12 gt 2131 Rana Amphib - Other Data11 1710 Aeolosoma Invert10 591 Chironomus Invert

9 544 Pimephales Fish8 488 Lymnaea Mollusk7 255 Brachionus Invert6 241 Danio Fish5 171 Hyalella Invert4 129 Salvelinus Fish3 118 Ceriodaphnia Invert2 111 Salmo Fish1 104 Lampsilis Mollusk

FCV = 987 microgL total aluminum

Multiple Scenarios

Run Scenarios

Summary Sheet

Acute Dataset

Chronic Dataset

Multiple Scenarios

Run Scenarios

Summary Sheet

Acute Dataset

Chronic Dataset

Boundaries of the Criteria Outputsbull MLR models were developed using data that

encompassndash DOC range of 008-5 mgLndash Hardness range of 98-127 mgL (as CaCO3)ndash pH range of 6-81

bull MLR criteria outputs are bounded atndash Maximum of 150 mgL total hardness (as CaCO3)

ndash DOC of 50 mgLndash pH range of the model is 50 to 90

25

Aluminum Criteria Look-Up Tables

26

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=05 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 23 a 14 b 69 c 160 f 350 f 620 i 540 b 410 a 230 a

50 43 a 24 b 100 d 170 f 310 f 630 f 670 j 400 a 200 a

75 61 a 33 b 130 e 180 f 290 f 530 f 730 i 390 a 190 a

100 78 a 41 b 150 e 190 f 280 g 460 f 770 c 390 a 180 a

150 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

200 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

250 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

300 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

350 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

400 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

Aluminum Criteria Look-Up Tables

27

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=10 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 33 a 21 b 99 c 220 f 490 f 900 i 780 b 590 a 330 a

50 61 a 35 b 150 e 250 f 440 f 890 f 960 j 580 a 290 a

75 88 a 47 b 180 e 260 f 410 f 740 f 1100 i 570 a 270 a

100 11 a 59 b 210 e 270 f 390 g 650 f 1100 c 560 b 260 a

150 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

200 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

250 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

300 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

350 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

400 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

Aluminum Criteria Look-Up Tables

28

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=25 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 54 a 34 b 160 c 350 f 770 f 1500 i 1300 b 960 a 540 a

50 99 a 57 b 230 e 390 f 690 f 1400 f 1600 j 930 a 470 a

75 14 a 77 b 290 e 410 f 640 f 1200 f 1700 i 920 a 440 a

100 18 a 96 b 330 e 420 f 620 g 1000 f 1800 d 920 b 420 a

150 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

200 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

250 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

300 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

350 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

400 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

Aluminum Criteria Look-Up Tables

29

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=50 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 77 a 49 b 230 c 500 f 1100 f 2100 c 1900 b 1400 a 770 a

50 14 a 82 b 330 e 540 f 970 f 2000 f 2200 j 1300 a 680 a

75 20 a 110 b 410 e 570 f 900 f 1600 f 2500 i 1300 a 640 a

100 26 a 140 b 460 f 590 f 880 g 1400 f 2500 d 1300 b 600 a

150 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

200 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

250 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

300 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

350 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

400 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

Status

30

bull Draft Document Released to the Federal Register on 72817ndash Public comment period of 60 days ndash Due Date for Comments is 92617

bull Revisions will be made considering public commentsbull Subsequent EPA intra-agency review of final criteria

document will then be conducted bull Publication of final criteria document planned for Late Fall

2017

Federal Register Webpagehttpswwwfederalregistergovdocuments201

707282017-15968request-for-scientific-views-draft-updated-aquatic-life-ambient-water-quality-criteria-for-aluminum

Aluminum Criteria Webpagehttpswwwepagovwqc2017-draft-aquatic-life-

criteria-aluminum-freshwater-documents

31

Contact Information

Aluminum Criteria Lead Diana EignorEignorDianaepagov

202-566-1143

Kathryn Gallagher Branch Chiefgallagherkathrynepagov

202-564-1398 32

  • Draft National 304(a) Aluminum Aquatic Life Criteria
  • Slide Number 2
  • Overview
  • Sources of Aluminum
  • Current 1988 Aluminum Criteria
  • Current 1988 Aluminum Criteria
  • Aluminum Standards
  • Criteria Development Process
  • Framework for Updated Draft Aluminum Criteria
  • I Screen toxicological studies for high quality data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Slide Number 14
  • EstuarineMarine Minimum Data Requirements
  • II Evaluate water quality conditions to determine applicability
  • Multiple Bioavailability Modeling Approaches Underwent External Peer Review
  • Accounting for Effects of Water Chemistry on Bioavailability and Toxicity
  • Multiple Linear Regression (MLR) Models to Account for Effects of Water Chemistry
  • III Normalize toxicity data in species sensitivity distribution to a set of water quality conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • Aluminum Criteria Calculator
  • Aluminum Criteria Calculator SD Example
  • Boundaries of the Criteria Outputs
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Status
  • Slide Number 31
  • Contact Information
Appendix C Acceptable Chronic Toxicity Data of Aluminum to Freshwater Aquatic Animals
MLR equation
Species Hardness (mgL as CaCO3) pH DOC(mgL) EC20 Endpoint EC20(microgL) Normalized Conc- EC20(microgL) SMCV-EC20(microgL) GMCV-EC20(microgL) Genus DOC Notes Dilution water
Oligochaete Aeolosoma sp 48 6 025 Reproduction (population size) 1235 1710 1710 1710 Aeolosoma Invert Author reported half the detection limit
Rotifer Brachionus calyciflorus 100 62 025 Reproduction (population size) 431 255 255 255 Brachionus Invert Author reported half the detection limit
Great pond snail Lymnaea stagnalis 117 61 025 Biomass 746 488 488 488 Lymnaea Mollusk Author reported half the detection limit
Fatmucket Lampsilis siliquoidea 1055 604 040 Biomass 169 104 104 104 Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia 50 715 11 Reproduction - youngstarting adult 1780 190 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia 26 73 05 Reproduction - youngfemale 1557 272 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 46 75 05 Reproduction - youngfemale 8087 110 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 96 79 05 Reproduction - youngfemale 6519 80 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 194 81 05 Reproduction - youngfemale 6836 89 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 255 703 05 Reproduction (youngfemale) 250 56 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 713 05 Reproduction (youngfemale) 860 106 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 25 798 05 Reproduction (youngfemale) 700 101 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 61 803 05 Reproduction (youngfemale) 1010 136 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 810 05 Reproduction (youngfemale) 870 116 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 255 633 05 Reproduction (youngfemale) 260 176 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 121 636 05 Reproduction (youngfemale) 390 110 118 118 Ceriodaphnia Invert Author reported
Amphipod Hyalella azteca 95 61 051 Biomass (28 d) 1993 101 Hyalella Author reported
Amphipod Hyalella azteca 106 604 033 Biomass (28 d) 425 289 171 171 Hyalella Invert Author reported
Midge Chironomus riparius 118 558 18 Adult midge emergence 2955 119 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 119 505 18 Adult midge emergence 8442 2258 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 91 66 051 Reproduction ( of eggscase) 3387 766 591 591 Chironomus Invert Author reported
Atlantic salmon Salmo salar 127 57 18 Biomass 6156 1112 1112 1112 Salmo Fish Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Brook trout Salvelinus fontinalis 123 655 19 Biomass 1644 59 Salvelinus Author reported wellRO mix
Brook trout Salvelinus fontinalis 128 565 18 Biomass 1435 283 1293 1293 Salvelinus Fish Author reported wellRO mix
Fathead minnow Pimephales promelas 220 770 16 Biomass 6194 781 Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation well water
Fathead minnow Pimephales promelas 96 620 025 Fry survival 4286 379 544 544 Pimephales Fish Author reported half the detection limit
Zebrafish Danio rerio 83 61 025 Biomass 2344 241 241 241 Danio Fish Author reported half the detection limit
Wood frog Rana sylvatica 115 469 16 MATC-survival gt 2000 gt 2131 gt 2131 2131 gt Rana Amphib - Other Data Value is from 2007 FW Cu AWQC Appendix C recommendation aged tap water
Appendix A Acceptable Acute Toxicity Data of Aluminum to Freshwater Aquatic Animals
Species Methoda Hardness (mgL as CaCO3) pH DOC(mgL) LC50 or EC50 Conc (microgL) Reference Normalized Conc - LC50(microgL) Species Mean Acute Value(microgL) Genus Mean Acute Value(microgL) Genus DOC Note Dilution water
Snail Physa sp S M T 474 659 11 gt 23400 Call 1984 Call et al 1984 gt 4843 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 755 11 30600 Call 1984 Call et al 1984 2699 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 817 11 gt 24700 Call 1984 Call et al 1984 gt 2404 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 746 11 55500 Call 1984 Call et al 1984 5034 3546 3546 Physa Mollusk Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Fatmucket Lampsilis siliquoidea F M T 1060 612 048 gt 6302 Wang et al 2016 Wang et al 2017 gt 2983 gt 2983 2983 gt Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia S M A 500 742 11 1900 McCauley et al 1986 173 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia S M A 505 786 11 1500 McCauley et al 1986 129 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation UW-S Lake Superior lab water
Cladoceran Ceriodaphnia dubia S M A 500 813 11 2560 McCauley et al 1986 243 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia R M T 26 75 05 720 ENSR 1992d 111 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 46 76 05 1880 ENSR 1992d 250 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 96 78 05 2450 ENSR 1992d 289 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 3727 Fort and Stover 1995 500 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 5673 Fort and Stover 1995 761 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 89 76 05 2880 Soucek et al 2001 336 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U T 106 601 05 7112 European Al Association 2009 169 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 605 2 6865 European Al Association 2009 709 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 609 4 15581 European Al Association 2009 1007 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 601 05 681 European Al Association 2009 162 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 603 05 1630 European Al Association 2009 367 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 597 05 1785 European Al Association 2009 473 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 592 05 1410 European Al Association 2009 429 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 699 05 gt 1300 European Al Association 2009 gt 419 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 785 05 gt 5000 European Al Association 2009 gt 796 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 68 2 gt 10000 European Al Association 2009 gt 2076 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 782 2 gt 15000 European Al Association 2009 gt 1163 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 677 4 gt 10000 European Al Association 2009 gt 1516 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 766 4 gt 15000 European Al Association 2009 gt 861 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 79 05 gt 2000 European Al Association 2009 gt 315 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 789 05 gt 2000 European Al Association 2009 gt 316 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 604 05 1108 European Al Association 2009 85 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 598 2 11371 European Al Association 2009 482 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 573 4 80467 European Al Association 2009 4357 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 671 05 gt 10000 European Al Association 2009 gt 2379 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 783 05 gt 5000 European Al Association 2009 gt 634 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 679 2 gt 10000 European Al Association 2009 gt 1039 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 767 2 gt 15000 European Al Association 2009 gt 908 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 668 4 gt 15000 European Al Association 2009 gt 1246 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 762 4 gt 15000 European Al Association 2009 gt 633 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 606 2 33868 European Al Association 2009 792 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 56 4 104842 European Al Association 2009 4880 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 693 05 gt 5000 European Al Association 2009 gt 713 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 788 05 gt 5000 European Al Association 2009 gt 590 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 676 2 gt 15000 European Al Association 2009 gt 1212 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 771 2 gt 15000 European Al Association 2009 gt 810 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 66 4 gt 15000 European Al Association 2009 gt 1014 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 76 4 gt 15000 European Al Association 2009 gt 555 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11971 European Al Association 2010 270 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 27478 European Al Association 2010 619 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11998 European Al Association 2010 270 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 607 05 92495 European Al Association 2010 188 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 609 05 31337 European Al Association 2010 604 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 61 05 33235 European Al Association 2010 624 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 708 05 gt 8864 European Al Association 2010 gt 253 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 779 05 gt 42783 European Al Association 2010 gt 693 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 753 05 13204 European Al Association 2010 24 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 601 05 46326 European Al Association 2010 380 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 599 05 gt 8590 European Al Association 2010 gt 737 509 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia reticulata F M T 451 60 11 304 Shephard 1983 201 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia reticulata F M T 40 55 11 362 Shephard 1983 5531 1054 733 Ceriodaphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake SuperiorDI Mix
Cladoceran Daphnia magna S U NR 453 774 11 3900 Biesinger and Christensen 1972 338 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S M T 220 76 16 38200 Kimball 1978 2030 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Well water
Cladoceran Daphnia magna S U T 451 725 11 2800 Shephard 1983 287 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S U T 168 599 05 5000 European Al Association 2009 gt 227 - Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Daphnia magna S U T 168 792 05 7950 European Al Association 2009 92 333 333 Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Ostracod Stenocypris major R M T 1563 651 16 310196 Shuhaimi-Othman et al 2011a 1022 1022 1022 Stenocypris Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Malaysia)
Amphipod Crangonyx pseudogracilis R U T 50 675 16 9190 Martin and Holdich 1986 1217 1217 1217 Crangonyx Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (UK)
Amphipod Hyalella azteca F M T 105 613 048 gt 5997 Wang et al 2016 Wang et al 2017 gt 2800 gt 2800 2800 gt Hyalella Invert Author reported
Stonefly Acroneuria sp S M T 474 746 11 gt 22600 Call et al 1984 gt 2050 gt 2050 2050 gt Acroneuria Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Midge Chironomus plumosus S U T 80 70 16 30000 Fargasova 2001 2536 2536 2536 Chironomus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Slovakia)
Midge Paratanytarsus dissimilis S M T 1743 728 28 gt 77700 Lamb and Bailey 1981 1983 gt 6232 gt 6232 6232 gt Paratanytarsus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Liberty Lake Washington
Rainbow trout Oncorhynchus mykiss F M T 274 758 05 gt 9840 Gundersen et al 1994 gt 1256 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 452 762 05 gt 8070 Gundersen et al 1994 gt 1140 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 895 758 05 gt 8160 Gundersen et al 1994 gt 1489 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1304 758 05 gt 8200 Gundersen et al 1994 gt 1676 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 232 825 05 6170 Gundersen et al 1994 260 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 350 826 05 6170 Gundersen et al 1994 333 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 836 829 05 7670 Gundersen et al 1994 701 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1158 830 05 6930 Gundersen et al 1994 777 801 801 Oncorhynchus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Atlantic salmon Salmo salar S U T 68 55 05 584 Hamilton and Haines 1995 4602 - Salmo Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Atlantic salmon Salmo salar S U T 68 65 05 599 Hamilton and Haines 1995 531 1564 1564 Salmo Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Brook trout Salvelinus fontinalis S U T 40 56 16 6530 Tandjung 1982 6947 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 18 56 16 3400 Tandjung 1982 6209 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 2 56 16 370 Tandjung 1982 2988 5051 5051 Salvelinus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green sunfish Lepomis cyanellus S M T 474 755 11 gt 50000 Call et al 1984 gt 5255 gt 5255 5255 gt Lepomis Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Rio Grande silvery minnow Hybognathus amarus R M T 140 81 05 gt 59100 Buhl 2002 gt 8620 gt 8620 8620 gt Hybognathus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Fathead minnow Pimephales promelas S M T 474 761 11 gt 48200 Call et al 1984 gt 4707 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas S M T 474 805 11 gt 49800 Call et al 1984 gt 2837 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas R M T 26 78 05 1160 ENSR 1992c 104 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 46 76 05 8180 ENSR 1992c 1191 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 96 81 05 20300 ENSR 1992c 2398 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 194 81 05 44800 ENSR 1992c 7839 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 140 81 05 gt 59100 Buhl 2002 gt 8620 2224 2224 Pimephales Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Smallmouth bass Micropterus dolomieui S M T 1245 505 16 130 Kane and Rabeni 1987 859 859 859 Micropterus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green tree frog Hyla cinerea R M T 455 549 05 gt 4052 Jung and Jagoe 1995 gt 4377 gt 4377 4377 gt Hyla Amphibian Value is from 2007 FW Cu AWQC Appendix C recommendation artificial soft recon
Normalization Chemistry
pH 6 FAV 360
Hardness 25 CMC 180
DOC 1 CCC 99
Acute Ranked GMAV Chronic Ranked GMCV
Rank GMAV Genus Rank GMCV Genus
18 gt 8620 Hybognathus Fish 12 gt 2131 Rana Amphib - Other Data
17 gt 6232 Paratanytarsus Invert 11 1710 Aeolosoma Invert
16 gt 5255 Lepomis Fish 10 591 Chironomus Invert
15 5051 Salvelinus Fish 9 544 Pimephales Fish
14 gt 4377 Hyla Amphibian 8 488 Lymnaea Mollusk
13 3546 Physa Mollusk 7 255 Brachionus Invert
12 gt 2983 Lampsilis Mollusk 6 241 Danio Fish
11 gt 2800 Hyalella Invert 5 171 Hyalella Invert
10 2536 Chironomus Invert 4 129 Salvelinus Fish
9 2224 Pimephales Fish 3 118 Ceriodaphnia Invert
8 gt 2050 Acroneuria Invert 2 111 Salmo Fish
7 1564 Salmo Fish 1 104 Lampsilis Mollusk
6 1217 Crangonyx Invert
5 1022 Stenocypris Invert
4 859 Micropterus Fish
3 801 Oncorhynchus Fish
2 733 Ceriodaphnia Invert
1 333 Daphnia Invert
N Rank Genus GMAV ln(GMAV) ln(GMAV)2 P=R(N+1) sqrt(P) N Rank Genus GMCV ln(GMCV) ln(GMCV)2 P=R(N+1) sqrt(P)
18 4 Micropterus 859 676 4564 0211 0459 12 4 Salvelinus 129 486 2364 0308 0555
3 Oncorhynchus 801 669 4469 0158 0397 3 Ceriodaphnia 118 477 2277 0231 0480
2 Ceriodaphnia 733 660 4352 0105 0324 2 Salmo 111 471 2220 0154 0392
1 Daphnia 333 581 3374 0053 0229 1 Lampsilis 104 465 2159 0077 0277
Sum 2585 1676 0526 141 Sum 1899 902 0769 170
S2 = 1987 S2 = 059
L = 4890 L = 4420
A = 5887 A = 4592
FAV = 360 FCV = 987
CMC = 180
All concentrations reported are microgL total Aluminum
lt-----Click Button after entering data
ENTER DATA HERE ERRORNUM ACUTE CHRONIC
Rank 1 Rank 2 Rank 3 Rank 4 Rank 1 Rank 2 Rank 3 Rank 4
SiteName DOC(mgL) Hardness(mgL as CaCO3) pH FAV CMC CCC Genus GMAV Genus GMAV Genus GMAV Genus GMAV Genus GMCV Genus GMCV Genus GMCV Genus GMCV
Site 1 50 25 9 75428737034162 35229324666008 1800 770 Daphnia 33452 Ceriodaphnia 73576 Stenocypris 102576 Crangonyx 122230 Lampsilis 10463 Ceriodaphnia 11865 Hyalella 17200 Brachionus 25648
Site 2 50 50 9 75428737034162 31204991509063 1600 680 Daphnia 29631 Ceriodaphnia 65171 Stenocypris 90859 Crangonyx 108267 Lampsilis 9268 Ceriodaphnia 10510 Hyalella 15236 Brachionus 22718
Site 3 50 75 9 75428737034162 29067527928199 1500 640 Daphnia 27601 Ceriodaphnia 60707 Stenocypris 84635 Crangonyx 100851 Lampsilis 8633 Ceriodaphnia 9790 Hyalella 14192 Brachionus 21162
Site 4 50 100 9 75428737034162 27640367912592 1400 600 Daphnia 26246 Ceriodaphnia 57726 Stenocypris 80480 Crangonyx 95899 Lampsilis 8209 Ceriodaphnia 9309 Hyalella 13495 Brachionus 20123
Site 5 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 6 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 7 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 8 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 9 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 10 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 11 50 25 85 75428737034162 63245275664384 3200 1400 Daphnia 60055 Ceriodaphnia 132086 Stenocypris 184149 Crangonyx 219432 Lampsilis 18783 Ceriodaphnia 21301 Hyalella 30879 Brachionus 46045
Site 12 50 50 85 75428737034162 61388044609926 3100 1300 Daphnia 58291 Ceriodaphnia 128208 Stenocypris 178742 Crangonyx 212988 Lampsilis 18232 Ceriodaphnia 20676 Hyalella 29972 Brachionus 44693
Site 13 50 75 85 75428737034162 60327020429132 3000 1300 Daphnia 57284 Ceriodaphnia 125992 Stenocypris 175652 Crangonyx 209307 Lampsilis 17917 Ceriodaphnia 20318 Hyalella 29454 Brachionus 43920
Site 14 50 100 85 75428737034162 59585352130146 3000 1300 Daphnia 56580 Ceriodaphnia 124443 Stenocypris 173493 Crangonyx 206734 Lampsilis 17696 Ceriodaphnia 20068 Hyalella 29092 Salmo 41264
Site 15 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 16 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 17 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 18 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 19 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 20 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Appendix C Acceptable Chronic Toxicity Data of Aluminum to Freshwater Aquatic Animals
MLR equation
Species Hardness (mgL as CaCO3) pH DOC(mgL) EC20 Endpoint EC20(microgL) Normalized Conc- EC20(microgL) SMCV-EC20(microgL) GMCV-EC20(microgL) Genus DOC Notes Dilution water
Oligochaete Aeolosoma sp 48 6 025 Reproduction (population size) 1235 17098 17098 17098 Aeolosoma Invert Author reported half the detection limit
Rotifer Brachionus calyciflorus 100 62 025 Reproduction (population size) 431 2555 2555 2555 Brachionus Invert Author reported half the detection limit
Great pond snail Lymnaea stagnalis 117 61 025 Biomass 746 4877 4877 4877 Lymnaea Mollusk Author reported half the detection limit
Fatmucket Lampsilis siliquoidea 1055 604 040 Biomass 169 1042 1042 1042 Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia 50 715 11 Reproduction - youngstarting adult 1780 1898 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia 26 73 05 Reproduction - youngfemale 1557 2718 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 46 75 05 Reproduction - youngfemale 8087 1102 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 96 79 05 Reproduction - youngfemale 6519 796 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 194 81 05 Reproduction - youngfemale 6836 888 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 255 703 05 Reproduction (youngfemale) 250 563 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 713 05 Reproduction (youngfemale) 860 1061 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 25 798 05 Reproduction (youngfemale) 700 1006 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 61 803 05 Reproduction (youngfemale) 1010 1363 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 810 05 Reproduction (youngfemale) 870 1164 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 255 633 05 Reproduction (youngfemale) 260 1758 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 121 636 05 Reproduction (youngfemale) 390 1101 1182 1182 Ceriodaphnia Invert Author reported
Amphipod Hyalella azteca 95 61 051 Biomass (28 d) 1993 1014 Hyalella Author reported
Amphipod Hyalella azteca 106 604 033 Biomass (28 d) 425 2895 1713 1713 Hyalella Invert Author reported
Midge Chironomus riparius 118 558 18 Adult midge emergence 2955 1192 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 119 505 18 Adult midge emergence 8442 22578 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 91 66 051 Reproduction ( of eggscase) 3387 7664 5908 5908 Chironomus Invert Author reported
Atlantic salmon Salmo salar 127 57 18 Biomass 6156 5085 5085 5085 Salmo Fish Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Brook trout Salvelinus fontinalis 123 655 19 Biomass 1644 270 Salvelinus Author reported wellRO mix
Brook trout Salvelinus fontinalis 128 565 18 Biomass 1435 1295 5914 5914 Salvelinus Fish Author reported wellRO mix
Fathead minnow Pimephales promelas 220 770 16 Biomass 6194 3569 Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation well water
Fathead minnow Pimephales promelas 96 620 025 Fry survival 4286 1734 2488 2488 Pimephales Fish Author reported half the detection limit
Zebrafish Danio rerio 83 61 025 Biomass 2344 1102 1102 1102 Danio Fish Author reported half the detection limit
Wood frog Rana sylvatica 115 469 16 MATC-survival gt 2000 gt 9746 gt 9746 9746 gt Rana Amphib - Other Data Value is from 2007 FW Cu AWQC Appendix C recommendation aged tap water
Appendix A Acceptable Acute Toxicity Data of Aluminum to Freshwater Aquatic Animals
Species Methoda Hardness (mgL as CaCO3) pH DOC(mgL) LC50 or EC50 Conc (microgL) Reference Normalized Conc - LC50(microgL) Species Mean Acute Value(microgL) Genus Mean Acute Value(microgL) Genus DOC Note Dilution water
Snail Physa sp S M T 474 659 11 gt 23400 Call 1984 Call et al 1984 gt 48425 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 755 11 30600 Call 1984 Call et al 1984 26986 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 817 11 gt 24700 Call 1984 Call et al 1984 gt 24040 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 746 11 55500 Call 1984 Call et al 1984 50338 35462 35462 Physa Mollusk Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Fatmucket Lampsilis siliquoidea F M T 1060 612 048 gt 6302 Wang et al 2016 Wang et al 2017 gt 29834 gt 29834 29834 gt Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia S M A 500 742 11 1900 McCauley et al 1986 1728 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia S M A 505 786 11 1500 McCauley et al 1986 1294 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation UW-S Lake Superior lab water
Cladoceran Ceriodaphnia dubia S M A 500 813 11 2560 McCauley et al 1986 2431 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia R M T 26 75 05 720 ENSR 1992d 1113 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 46 76 05 1880 ENSR 1992d 2495 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 96 78 05 2450 ENSR 1992d 2894 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 3727 Fort and Stover 1995 5002 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 5673 Fort and Stover 1995 7613 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 89 76 05 2880 Soucek et al 2001 3362 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U T 106 601 05 7112 European Al Association 2009 1691 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 605 2 6865 European Al Association 2009 7088 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 609 4 15581 European Al Association 2009 10072 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 601 05 681 European Al Association 2009 1620 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 603 05 1630 European Al Association 2009 3674 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 597 05 1785 European Al Association 2009 4732 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 592 05 1410 European Al Association 2009 4295 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 699 05 gt 1300 European Al Association 2009 gt 4189 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 785 05 gt 5000 European Al Association 2009 gt 7960 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 68 2 gt 10000 European Al Association 2009 gt 20755 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 782 2 gt 15000 European Al Association 2009 gt 11626 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 677 4 gt 10000 European Al Association 2009 gt 15161 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 766 4 gt 15000 European Al Association 2009 gt 8608 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 79 05 gt 2000 European Al Association 2009 gt 3150 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 789 05 gt 2000 European Al Association 2009 gt 3156 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 604 05 1108 European Al Association 2009 850 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 598 2 11371 European Al Association 2009 4817 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 573 4 80467 European Al Association 2009 43570 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 671 05 gt 10000 European Al Association 2009 gt 23786 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 783 05 gt 5000 European Al Association 2009 gt 6344 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 679 2 gt 10000 European Al Association 2009 gt 10394 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 767 2 gt 15000 European Al Association 2009 gt 9082 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 668 4 gt 15000 European Al Association 2009 gt 12461 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 762 4 gt 15000 European Al Association 2009 gt 6332 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 606 2 33868 European Al Association 2009 7920 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 56 4 104842 European Al Association 2009 48800 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 693 05 gt 5000 European Al Association 2009 gt 7126 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 788 05 gt 5000 European Al Association 2009 gt 5898 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 676 2 gt 15000 European Al Association 2009 gt 12117 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 771 2 gt 15000 European Al Association 2009 gt 8096 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 66 4 gt 15000 European Al Association 2009 gt 10139 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 76 4 gt 15000 European Al Association 2009 gt 5545 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11971 European Al Association 2010 2699 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 27478 European Al Association 2010 6194 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11998 European Al Association 2010 2705 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 607 05 92495 European Al Association 2010 1876 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 609 05 31337 European Al Association 2010 6035 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 61 05 33235 European Al Association 2010 6238 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 708 05 gt 8864 European Al Association 2010 gt 2534 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 779 05 gt 42783 European Al Association 2010 gt 6930 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 753 05 13204 European Al Association 2010 244 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 601 05 46326 European Al Association 2010 3798 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 599 05 gt 8590 European Al Association 2010 gt 7366 5094 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia reticulata F M T 451 60 11 304 Shephard 1983 2009 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia reticulata F M T 40 55 11 362 Shephard 1983 55307 10542 7328 Ceriodaphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake SuperiorDI Mix
Cladoceran Daphnia magna S U NR 453 774 11 3900 Biesinger and Christensen 1972 3382 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S M T 220 76 16 38200 Kimball 1978 20303 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Well water
Cladoceran Daphnia magna S U T 451 725 11 2800 Shephard 1983 2868 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S U T 168 599 05 5000 European Al Association 2009 gt 2265 - Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Daphnia magna S U T 168 792 05 7950 European Al Association 2009 920 3332 3332 Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Ostracod Stenocypris major R M T 1563 651 16 310196 Shuhaimi-Othman et al 2011a 10216 10216 10216 Stenocypris Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Malaysia)
Amphipod Crangonyx pseudogracilis R U T 50 675 16 9190 Martin and Holdich 1986 12174 12174 12174 Crangonyx Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (UK)
Amphipod Hyalella azteca F M T 105 613 048 gt 5997 Wang et al 2016 Wang et al 2017 gt 28002 gt 28002 28002 gt Hyalella Invert Author reported
Stonefly Acroneuria sp S M T 474 746 11 gt 22600 Call et al 1984 gt 20498 gt 20498 20498 gt Acroneuria Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Midge Chironomus plumosus S U T 80 70 16 30000 Fargasova 2001 25361 25361 25361 Chironomus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Slovakia)
Midge Paratanytarsus dissimilis S M T 1743 728 28 gt 77700 Lamb and Bailey 1981 1983 gt 62318 gt 62318 62318 gt Paratanytarsus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Liberty Lake Washington
Rainbow trout Oncorhynchus mykiss F M T 274 758 05 gt 9840 Gundersen et al 1994 gt 5745 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 452 762 05 gt 8070 Gundersen et al 1994 gt 5212 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 895 758 05 gt 8160 Gundersen et al 1994 gt 6807 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1304 758 05 gt 8200 Gundersen et al 1994 gt 7662 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 232 825 05 6170 Gundersen et al 1994 1190 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 350 826 05 6170 Gundersen et al 1994 1523 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 836 829 05 7670 Gundersen et al 1994 3205 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1158 830 05 6930 Gundersen et al 1994 3554 3661 3661 Oncorhynchus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Atlantic salmon Salmo salar S U T 68 55 05 584 Hamilton and Haines 1995 21042 - Salmo Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Atlantic salmon Salmo salar S U T 68 65 05 599 Hamilton and Haines 1995 2430 7151 7151 Salmo Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Brook trout Salvelinus fontinalis S U T 40 56 16 6530 Tandjung 1982 31767 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 18 56 16 3400 Tandjung 1982 28391 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 2 56 16 370 Tandjung 1982 13663 23097 23097 Salvelinus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green sunfish Lepomis cyanellus S M T 474 755 11 gt 50000 Call et al 1984 gt 24028 gt 24028 24028 gt Lepomis Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Rio Grande silvery minnow Hybognathus amarus R M T 140 81 05 gt 59100 Buhl 2002 gt 39414 gt 39414 39414 gt Hybognathus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Fathead minnow Pimephales promelas S M T 474 761 11 gt 48200 Call et al 1984 gt 21522 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas S M T 474 805 11 gt 49800 Call et al 1984 gt 12972 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas R M T 26 78 05 1160 ENSR 1992c 477 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 46 76 05 8180 ENSR 1992c 5446 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 96 81 05 20300 ENSR 1992c 10966 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 194 81 05 44800 ENSR 1992c 35847 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 140 81 05 gt 59100 Buhl 2002 gt 39414 10168 10168 Pimephales Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Smallmouth bass Micropterus dolomieui S M T 1245 505 16 130 Kane and Rabeni 1987 3929 3929 3929 Micropterus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green tree frog Hyla cinerea R M T 455 549 05 gt 4052 Jung and Jagoe 1995 gt 20016 gt 20016 20016 gt Hyla Amphibian Value is from 2007 FW Cu AWQC Appendix C recommendation artificial soft recon
Normalization Chemistry
pH 7 FAV 2741
Hardness 100 CMC 1400
DOC 1 CCC 390
Acute Ranked GMAV Chronic Ranked GMCV
Rank GMAV Genus Rank GMCV Genus
18 gt 62318 Paratanytarsus Invert 12 17098 Aeolosoma Invert
17 gt 39414 Hybognathus Fish 11 gt 9746 Rana Amphib - Other Data
16 35462 Physa Mollusk 10 5908 Chironomus Invert
15 gt 29834 Lampsilis Mollusk 9 4877 Lymnaea Mollusk
14 gt 28002 Hyalella Invert 8 2555 Brachionus Invert
13 25361 Chironomus Invert 7 2488 Pimephales Fish
12 gt 24028 Lepomis Fish 6 1713 Hyalella Invert
11 23097 Salvelinus Fish 5 1182 Ceriodaphnia Invert
10 gt 20498 Acroneuria Invert 4 1102 Danio Fish
9 gt 20016 Hyla Amphibian 3 1042 Lampsilis Mollusk
8 12174 Crangonyx Invert 2 591 Salvelinus Fish
7 10216 Stenocypris Invert 1 509 Salmo Fish
6 10168 Pimephales Fish
5 7328 Ceriodaphnia Invert
4 7151 Salmo Fish
3 3929 Micropterus Fish
2 3661 Oncorhynchus Fish
1 3332 Daphnia Invert
N Rank Genus GMAV ln(GMAV) ln(GMAV)2 P=R(N+1) sqrt(P) N Rank Genus GMCV ln(GMCV) ln(GMCV)2 P=R(N+1) sqrt(P)
18 4 Salmo 7151 887 7876 0211 0459 12 4 Danio 1102 700 4907 0308 0555
3 Micropterus 3929 828 6849 0158 0397 3 Lampsilis 1042 695 4829 0231 0480
2 Oncorhynchus 3661 821 6733 0105 0324 2 Salvelinus 591 638 4074 0154 0392
1 Daphnia 3332 811 6579 0053 0229 1 Salmo 509 623 3883 0077 0277
Sum 3347 2804 0526 141 Sum 2657 1769 0769 170
S2 = 1223 S2 = 1080
L = 7134 L = 5242
A = 7916 A = 5976
FAV = 2741 FCV = 3940
CMC = 1371
All concentrations reported are microgL total Aluminum
lt-----Click Button after entering data
ENTER DATA HERE ERRORNUM ACUTE CHRONIC
Rank 1 Rank 2 Rank 3 Rank 4 Rank 1 Rank 2 Rank 3 Rank 4
SiteName DOC(mgL) Hardness(mgL as CaCO3) pH FAV CMC CCC Genus GMAV Genus GMAV Genus GMAV Genus GMAV Genus GMCV Genus GMCV Genus GMCV Genus GMCV
Site 1 50 25 9 75428737034162 35229324666008 1800 770 Daphnia 33452 Ceriodaphnia 73576 Stenocypris 102576 Crangonyx 122230 Lampsilis 10463 Ceriodaphnia 11865 Hyalella 17200 Brachionus 25648
Site 2 50 50 9 75428737034162 31204991509063 1600 680 Daphnia 29631 Ceriodaphnia 65171 Stenocypris 90859 Crangonyx 108267 Lampsilis 9268 Ceriodaphnia 10510 Hyalella 15236 Brachionus 22718
Site 3 50 75 9 75428737034162 29067527928199 1500 640 Daphnia 27601 Ceriodaphnia 60707 Stenocypris 84635 Crangonyx 100851 Lampsilis 8633 Ceriodaphnia 9790 Hyalella 14192 Brachionus 21162
Site 4 50 100 9 75428737034162 27640367912592 1400 600 Daphnia 26246 Ceriodaphnia 57726 Stenocypris 80480 Crangonyx 95899 Lampsilis 8209 Ceriodaphnia 9309 Hyalella 13495 Brachionus 20123
Site 5 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 6 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 7 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 8 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 9 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 10 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 11 50 25 85 75428737034162 63245275664384 3200 1400 Daphnia 60055 Ceriodaphnia 132086 Stenocypris 184149 Crangonyx 219432 Lampsilis 18783 Ceriodaphnia 21301 Hyalella 30879 Brachionus 46045
Site 12 50 50 85 75428737034162 61388044609926 3100 1300 Daphnia 58291 Ceriodaphnia 128208 Stenocypris 178742 Crangonyx 212988 Lampsilis 18232 Ceriodaphnia 20676 Hyalella 29972 Brachionus 44693
Site 13 50 75 85 75428737034162 60327020429132 3000 1300 Daphnia 57284 Ceriodaphnia 125992 Stenocypris 175652 Crangonyx 209307 Lampsilis 17917 Ceriodaphnia 20318 Hyalella 29454 Brachionus 43920
Site 14 50 100 85 75428737034162 59585352130146 3000 1300 Daphnia 56580 Ceriodaphnia 124443 Stenocypris 173493 Crangonyx 206734 Lampsilis 17696 Ceriodaphnia 20068 Hyalella 29092 Salmo 41264
Site 15 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 16 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 17 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 18 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 19 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 20 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Page 6: Draft National 304(a) Aluminum Aquatic Life Criteria … · Draft National 304(a) Aluminum Aquatic Life Criteria ... [0.503×ln ... [0.494𝑝𝑝𝐻𝐻× ℎ𝑎𝑎:ln

Current 1988 Aluminum Criteriabull The final 1988 criteria document recommended

ndash An acute criterion of 750 microgL total aluminum when the pH is between 65 and 90

ndash Chronic criterion of 87 microgL total aluminum when the pH is between 65 and 90

ndash The 1988 freshwater chronic criterion of 87 microgL was lowered based on two tests (brook trout and striped bass)

ndash The studies were not pH adjusted and all the data were not normalized for hardness The 1988 existing criteria did not take hardness and DOC into account

6

Aluminum Standardsbull Aluminum Standards

ndash About 20 states have numeric criteria for aluminum for aquatic life

bull Most are based on EPArsquos 1988 values and two are hardness-based equations (CO and NM)

bull There are numerous site-specific criteria that involve the Biotic Ligand Model (BLM) or a Water Effects Ratio (WER) -adjusted 1988 aluminum criteria

ndash Aluminum is not a priority pollutant

7

Criteria Development Processbull All EPA Aquatic Life Criteria for Toxics undergo rigorous

scientific development and review processbull Develop criteria document draftbull Intra-agency peer review process bull Independent external peer reviewbull Revisions based on external peer review

Intra-agency review of draft criteria documentbull Release to the public in draft form to obtain scientific views

Revisions considering public comments Intra-agency review of final criteria document

bull Publication of final criteria document bull States may then consider recommended criteria in

development and adoption of state water quality standards8

Framework for Updated Draft Aluminum Criteria

I Screen toxicological studies for high

quality data

II Consider water conditions effects on

aluminum bioavailability

III Normalize toxicity data in species

sensitivity distribution to a set of water quality conditions

IV Construct sensitivity distribution to determine criteria

at set conditions

9

I Screen toxicological studies for high quality data

bull First step in all criteria developmentndash Data are evaluated based on the data quality objectives

outlined in the 1985 Guidelines methodology and other toxicity testing recommendations (ie EPA ASTM)

ndash High quality data are used quantitatively to develop criteria magnitudes

ndash Lower quality data are used qualitatively if appropriatendash Lowest quality data are considered unacceptable and not

usedbull Data are grouped into acute and chronic exposures

10

Aluminum Toxicity Databull The updated freshwater aluminum criteria meets the

acute and chronic minimum data requirements outlined in EPArsquos 1985 Guidelines

InvertebrateSpecies

Fish Species

AmphibianSpecies

Total Genera

Acute1988 AWQC 8 7 - 142017 Draft AWQC 11 8 1 18

Chronic1988 AWQC 2 1 - 32017 Draft AWQC 7 4 - 11

11 1988 AWQC Chronic CCC based on two studies for the striped

bass and brook trout

Aluminum Toxicity Data Freshwater mussels have been

suggested to be potentially sensitive to aluminum

EPA worked collaboratively with USGSrsquos Columbia Environmental Research Center (CERC) to have acute and chronic aluminum toxicity tests conducted with a unionid mussel (fatmucket Lampsilis siliquoidea) in water-only exposures to obtain additional data on invertebrates New data on amphipod (Hyalella azteca)

were collected to confirm laboratory conditions

12

Aluminum Toxicity Data

13

bull New data and models examinedndash Data submitted to EU REACH program

bull New freshwater aluminum toxicity data generated by Oregon State University

bull 2016 BLM model provided by the European Aluminum Association

ndash Saltwater data provided by Australia bull Insufficient data to develop estuarinemarine acute or chronic

criteria at this timendash Multiple Linear Regression (MLR) model developed by

DeForest et al 2017bull DeForest DK KV Brix LM Tear and WJ Adams 2017 Multiple Linear Regression (MLR) models for predicting chronic aluminum

toxicity to freshwater aquatic organisms and developing water quality guidelines Environ Toxicol Chem (DOI101002etc3922)

14

Minimum Dataset For Freshwater Criteria Derivation

SALMONID SECONDFISHFAMILY

CHORDATA

PLANKTONICCRUSTACEAN

BENTHIC CRUSTACEAN

INSECT ROTIFERA ANNELIDA MOLLUSCA

OTHERINSECT ORMOLLUSCA

EstuarineMarine Minimum Data Requirements

15

Family Minimum Data Requirement EstuarineMarine

Acute(Phylum Family Genus)

Chronic(Phylum Family Genus)

Family in the phylum Chordata - -

Family in the phylum Chordata - -

Either the Mysidae or Penaeidae family - -

Family in a phylum other than Arthropoda or Chordata Mollusca Ostreidae Crassostrea -

Family in a phylum other than Chordata Annelida Nereididae Neanthes -

Family in a phylum other than Chordata Annelida Capitellidae Capitella -

Family in a phylum other than Chordata Annelida Ctenodrilidae Ctenodrilus -

Any other family Arthropoda Ameiridae Nitokra -

II Evaluate water quality conditions to determine applicability

bull Criteria are often based on one or more water quality conditions (eg hardness) that affect toxicity of the material to test organisms

bull Aluminum toxicity is highly dependent on the pH of the test waterndash The pH of test waters affects the amount and form

of aluminum that is bioavailable to test speciesndash Hardness and DOC (Dissolved Organic Carbon)

also influence the amount of aluminum that is bioavailable

16

Multiple Bioavailability Modeling Approaches Underwent External Peer Review

17

bull Biotic Ligand Modelsbull Full aluminum BLM (2016 model version) ndash Temperature pH

Dissolved organic carbon (DOC) Major cations (calcium [Ca] magnesium [Mg] sodium [Na] and potassium [K]) Major anions (sulfate [SO4] and chloride [Cl]) Alkalinity and Sulfide

bull Simplified aluminum BLM - pH hardness DOC temperature

bull Multilinear Regression Equationsbull pH and Hardness

Accounting for Effects of Water Chemistry on Bioavailability and Toxicity

bull Water quality criteria can be modified quantitatively when enough data are available to demonstrate that those conditions similarly affect the results with a variety of speciesndash High quality data in the draft aluminum document demonstrated

that pH DOC and hardness affected a variety of species in a similar way when exposed to aluminum concentrations

bull Recent publications by Cardwell et al (2017) and Gensemer et al (2017) summarized short-term aluminum chronic toxicity data across a range of DOC pH and hardness values for three species

18

Multiple Linear Regression (MLR) Models to Account for Effects of Water Chemistry

bull MLR models were developed for each species (DeForest et al 2017)ndash 119862119862 119889119889119906119906119887119887119894119894119886119886 11986411986411986211986220=119890119890[minus41026+[0525timesln(119863119863119874119874119862119862)]+[2201timesln(ℎ119886119886119903119903119889119889)]+(11282times119901119901119867119867)minus(0633times1199011199011198671198672)minus[0264times119901119901119867119867ln(ℎ119886119886119903119903119889119889)]]

ndash 119875119875 119901119901119903119903119900119900119898119898119890119890119897119897119886119886119904119904 11986411986411986211986220=119890119890[minus14029+[0503timesln(119863119863119874119874119862119862)]+[3443timesln(ℎ119886119886119903119903119889119889)]+(3131times119901119901119867119867)minus[0494times119901119901119867119867ln(ℎ119886119886119903119903119889119889)]]

bull These models were applied to both the acute and chronic aluminum toxicity datandash The C dubia model was applied to invertebrate datandash The P promelas model was applied to vertebrate data

19

III Normalize toxicity data in species sensitivity distribution to a set of water

quality conditionsbull Just like single parameter hardness models the MLR

models were used to normalize the aluminum toxicity data to a single set of water quality conditionsndash As an illustration for one set of calculations the draft

aluminum AWQC set these conditions to pH 7 hardness of 100 mgL and DOC of 1 mgL

bull This allows for comparisons to be made between species based on their sensitivity to aluminumndash Apples to apples

20

IV Construct sensitivity distribution to determine criteria at set conditions

21

Figure 8 Ranked Summary of Total Aluminum Genus Mean Acute Values (GMAVs) - Freshwater at pH 7 Hardness of 100 mgL and DOC of 1 mgL

IV Construct sensitivity distribution to determine criteria at set conditions

22

Figure 10 Ranked Summary of Total Aluminum Genus Mean Chronic Values (GMCVs) ndash Freshwater Supplemented with Other Data to Fulfill Missing MDRs at pH 7 Hardness of 100 mgL and DOC of 1 mgL

Aluminum Criteria Calculatorbull The relative ranking of genera in the sensitivity

distribution to which the toxicity data are normalized will change based on the set of water chemistry conditions (ie pH hardness and DOC)

bull To make calculating aluminum criteria easier EPA developed an Aluminum Criteria Calculatorndash Automated so that user only needs to enter water chemistry

conditions of interestndash Allows quick calculations for a variety of conditionsndash Limits calculations to the recommended conditions for which

the MLR models were developed were specified for hardness and DOC

bull No extrapolation beyond hardness and DOC empirical data bounds

23

Aluminum Criteria Calculator SD Example

24

pH=7 Hardness=100 DOC=1 pH=6 Hardness=25 DOC=1

Chronic Ranked GMCVRank GMCV Genus

12 17098 Aeolosoma Invert11 gt 9746 Rana Amphib - Other Data10 5908 Chironomus Invert

9 4877 Lymnaea Mollusk8 2555 Brachionus Invert7 2488 Pimephales Fish6 1713 Hyalella Invert5 1182 Ceriodaphnia Invert4 1102 Danio Fish3 1042 Lampsilis Mollusk2 591 Salvelinus Fish1 509 Salmo Fish

FCV = 3940 microgL total aluminum

Chronic Ranked GMCVRank GMCV Genus

12 gt 2131 Rana Amphib - Other Data11 1710 Aeolosoma Invert10 591 Chironomus Invert

9 544 Pimephales Fish8 488 Lymnaea Mollusk7 255 Brachionus Invert6 241 Danio Fish5 171 Hyalella Invert4 129 Salvelinus Fish3 118 Ceriodaphnia Invert2 111 Salmo Fish1 104 Lampsilis Mollusk

FCV = 987 microgL total aluminum

Multiple Scenarios

Run Scenarios

Summary Sheet

Acute Dataset

Chronic Dataset

Multiple Scenarios

Run Scenarios

Summary Sheet

Acute Dataset

Chronic Dataset

Boundaries of the Criteria Outputsbull MLR models were developed using data that

encompassndash DOC range of 008-5 mgLndash Hardness range of 98-127 mgL (as CaCO3)ndash pH range of 6-81

bull MLR criteria outputs are bounded atndash Maximum of 150 mgL total hardness (as CaCO3)

ndash DOC of 50 mgLndash pH range of the model is 50 to 90

25

Aluminum Criteria Look-Up Tables

26

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=05 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 23 a 14 b 69 c 160 f 350 f 620 i 540 b 410 a 230 a

50 43 a 24 b 100 d 170 f 310 f 630 f 670 j 400 a 200 a

75 61 a 33 b 130 e 180 f 290 f 530 f 730 i 390 a 190 a

100 78 a 41 b 150 e 190 f 280 g 460 f 770 c 390 a 180 a

150 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

200 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

250 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

300 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

350 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

400 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

Aluminum Criteria Look-Up Tables

27

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=10 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 33 a 21 b 99 c 220 f 490 f 900 i 780 b 590 a 330 a

50 61 a 35 b 150 e 250 f 440 f 890 f 960 j 580 a 290 a

75 88 a 47 b 180 e 260 f 410 f 740 f 1100 i 570 a 270 a

100 11 a 59 b 210 e 270 f 390 g 650 f 1100 c 560 b 260 a

150 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

200 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

250 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

300 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

350 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

400 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

Aluminum Criteria Look-Up Tables

28

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=25 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 54 a 34 b 160 c 350 f 770 f 1500 i 1300 b 960 a 540 a

50 99 a 57 b 230 e 390 f 690 f 1400 f 1600 j 930 a 470 a

75 14 a 77 b 290 e 410 f 640 f 1200 f 1700 i 920 a 440 a

100 18 a 96 b 330 e 420 f 620 g 1000 f 1800 d 920 b 420 a

150 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

200 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

250 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

300 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

350 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

400 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

Aluminum Criteria Look-Up Tables

29

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=50 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 77 a 49 b 230 c 500 f 1100 f 2100 c 1900 b 1400 a 770 a

50 14 a 82 b 330 e 540 f 970 f 2000 f 2200 j 1300 a 680 a

75 20 a 110 b 410 e 570 f 900 f 1600 f 2500 i 1300 a 640 a

100 26 a 140 b 460 f 590 f 880 g 1400 f 2500 d 1300 b 600 a

150 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

200 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

250 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

300 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

350 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

400 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

Status

30

bull Draft Document Released to the Federal Register on 72817ndash Public comment period of 60 days ndash Due Date for Comments is 92617

bull Revisions will be made considering public commentsbull Subsequent EPA intra-agency review of final criteria

document will then be conducted bull Publication of final criteria document planned for Late Fall

2017

Federal Register Webpagehttpswwwfederalregistergovdocuments201

707282017-15968request-for-scientific-views-draft-updated-aquatic-life-ambient-water-quality-criteria-for-aluminum

Aluminum Criteria Webpagehttpswwwepagovwqc2017-draft-aquatic-life-

criteria-aluminum-freshwater-documents

31

Contact Information

Aluminum Criteria Lead Diana EignorEignorDianaepagov

202-566-1143

Kathryn Gallagher Branch Chiefgallagherkathrynepagov

202-564-1398 32

  • Draft National 304(a) Aluminum Aquatic Life Criteria
  • Slide Number 2
  • Overview
  • Sources of Aluminum
  • Current 1988 Aluminum Criteria
  • Current 1988 Aluminum Criteria
  • Aluminum Standards
  • Criteria Development Process
  • Framework for Updated Draft Aluminum Criteria
  • I Screen toxicological studies for high quality data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Slide Number 14
  • EstuarineMarine Minimum Data Requirements
  • II Evaluate water quality conditions to determine applicability
  • Multiple Bioavailability Modeling Approaches Underwent External Peer Review
  • Accounting for Effects of Water Chemistry on Bioavailability and Toxicity
  • Multiple Linear Regression (MLR) Models to Account for Effects of Water Chemistry
  • III Normalize toxicity data in species sensitivity distribution to a set of water quality conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • Aluminum Criteria Calculator
  • Aluminum Criteria Calculator SD Example
  • Boundaries of the Criteria Outputs
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Status
  • Slide Number 31
  • Contact Information
Appendix C Acceptable Chronic Toxicity Data of Aluminum to Freshwater Aquatic Animals
MLR equation
Species Hardness (mgL as CaCO3) pH DOC(mgL) EC20 Endpoint EC20(microgL) Normalized Conc- EC20(microgL) SMCV-EC20(microgL) GMCV-EC20(microgL) Genus DOC Notes Dilution water
Oligochaete Aeolosoma sp 48 6 025 Reproduction (population size) 1235 1710 1710 1710 Aeolosoma Invert Author reported half the detection limit
Rotifer Brachionus calyciflorus 100 62 025 Reproduction (population size) 431 255 255 255 Brachionus Invert Author reported half the detection limit
Great pond snail Lymnaea stagnalis 117 61 025 Biomass 746 488 488 488 Lymnaea Mollusk Author reported half the detection limit
Fatmucket Lampsilis siliquoidea 1055 604 040 Biomass 169 104 104 104 Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia 50 715 11 Reproduction - youngstarting adult 1780 190 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia 26 73 05 Reproduction - youngfemale 1557 272 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 46 75 05 Reproduction - youngfemale 8087 110 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 96 79 05 Reproduction - youngfemale 6519 80 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 194 81 05 Reproduction - youngfemale 6836 89 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 255 703 05 Reproduction (youngfemale) 250 56 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 713 05 Reproduction (youngfemale) 860 106 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 25 798 05 Reproduction (youngfemale) 700 101 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 61 803 05 Reproduction (youngfemale) 1010 136 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 810 05 Reproduction (youngfemale) 870 116 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 255 633 05 Reproduction (youngfemale) 260 176 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 121 636 05 Reproduction (youngfemale) 390 110 118 118 Ceriodaphnia Invert Author reported
Amphipod Hyalella azteca 95 61 051 Biomass (28 d) 1993 101 Hyalella Author reported
Amphipod Hyalella azteca 106 604 033 Biomass (28 d) 425 289 171 171 Hyalella Invert Author reported
Midge Chironomus riparius 118 558 18 Adult midge emergence 2955 119 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 119 505 18 Adult midge emergence 8442 2258 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 91 66 051 Reproduction ( of eggscase) 3387 766 591 591 Chironomus Invert Author reported
Atlantic salmon Salmo salar 127 57 18 Biomass 6156 1112 1112 1112 Salmo Fish Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Brook trout Salvelinus fontinalis 123 655 19 Biomass 1644 59 Salvelinus Author reported wellRO mix
Brook trout Salvelinus fontinalis 128 565 18 Biomass 1435 283 1293 1293 Salvelinus Fish Author reported wellRO mix
Fathead minnow Pimephales promelas 220 770 16 Biomass 6194 781 Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation well water
Fathead minnow Pimephales promelas 96 620 025 Fry survival 4286 379 544 544 Pimephales Fish Author reported half the detection limit
Zebrafish Danio rerio 83 61 025 Biomass 2344 241 241 241 Danio Fish Author reported half the detection limit
Wood frog Rana sylvatica 115 469 16 MATC-survival gt 2000 gt 2131 gt 2131 2131 gt Rana Amphib - Other Data Value is from 2007 FW Cu AWQC Appendix C recommendation aged tap water
Appendix A Acceptable Acute Toxicity Data of Aluminum to Freshwater Aquatic Animals
Species Methoda Hardness (mgL as CaCO3) pH DOC(mgL) LC50 or EC50 Conc (microgL) Reference Normalized Conc - LC50(microgL) Species Mean Acute Value(microgL) Genus Mean Acute Value(microgL) Genus DOC Note Dilution water
Snail Physa sp S M T 474 659 11 gt 23400 Call 1984 Call et al 1984 gt 4843 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 755 11 30600 Call 1984 Call et al 1984 2699 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 817 11 gt 24700 Call 1984 Call et al 1984 gt 2404 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 746 11 55500 Call 1984 Call et al 1984 5034 3546 3546 Physa Mollusk Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Fatmucket Lampsilis siliquoidea F M T 1060 612 048 gt 6302 Wang et al 2016 Wang et al 2017 gt 2983 gt 2983 2983 gt Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia S M A 500 742 11 1900 McCauley et al 1986 173 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia S M A 505 786 11 1500 McCauley et al 1986 129 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation UW-S Lake Superior lab water
Cladoceran Ceriodaphnia dubia S M A 500 813 11 2560 McCauley et al 1986 243 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia R M T 26 75 05 720 ENSR 1992d 111 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 46 76 05 1880 ENSR 1992d 250 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 96 78 05 2450 ENSR 1992d 289 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 3727 Fort and Stover 1995 500 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 5673 Fort and Stover 1995 761 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 89 76 05 2880 Soucek et al 2001 336 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U T 106 601 05 7112 European Al Association 2009 169 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 605 2 6865 European Al Association 2009 709 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 609 4 15581 European Al Association 2009 1007 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 601 05 681 European Al Association 2009 162 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 603 05 1630 European Al Association 2009 367 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 597 05 1785 European Al Association 2009 473 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 592 05 1410 European Al Association 2009 429 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 699 05 gt 1300 European Al Association 2009 gt 419 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 785 05 gt 5000 European Al Association 2009 gt 796 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 68 2 gt 10000 European Al Association 2009 gt 2076 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 782 2 gt 15000 European Al Association 2009 gt 1163 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 677 4 gt 10000 European Al Association 2009 gt 1516 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 766 4 gt 15000 European Al Association 2009 gt 861 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 79 05 gt 2000 European Al Association 2009 gt 315 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 789 05 gt 2000 European Al Association 2009 gt 316 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 604 05 1108 European Al Association 2009 85 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 598 2 11371 European Al Association 2009 482 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 573 4 80467 European Al Association 2009 4357 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 671 05 gt 10000 European Al Association 2009 gt 2379 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 783 05 gt 5000 European Al Association 2009 gt 634 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 679 2 gt 10000 European Al Association 2009 gt 1039 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 767 2 gt 15000 European Al Association 2009 gt 908 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 668 4 gt 15000 European Al Association 2009 gt 1246 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 762 4 gt 15000 European Al Association 2009 gt 633 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 606 2 33868 European Al Association 2009 792 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 56 4 104842 European Al Association 2009 4880 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 693 05 gt 5000 European Al Association 2009 gt 713 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 788 05 gt 5000 European Al Association 2009 gt 590 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 676 2 gt 15000 European Al Association 2009 gt 1212 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 771 2 gt 15000 European Al Association 2009 gt 810 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 66 4 gt 15000 European Al Association 2009 gt 1014 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 76 4 gt 15000 European Al Association 2009 gt 555 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11971 European Al Association 2010 270 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 27478 European Al Association 2010 619 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11998 European Al Association 2010 270 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 607 05 92495 European Al Association 2010 188 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 609 05 31337 European Al Association 2010 604 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 61 05 33235 European Al Association 2010 624 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 708 05 gt 8864 European Al Association 2010 gt 253 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 779 05 gt 42783 European Al Association 2010 gt 693 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 753 05 13204 European Al Association 2010 24 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 601 05 46326 European Al Association 2010 380 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 599 05 gt 8590 European Al Association 2010 gt 737 509 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia reticulata F M T 451 60 11 304 Shephard 1983 201 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia reticulata F M T 40 55 11 362 Shephard 1983 5531 1054 733 Ceriodaphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake SuperiorDI Mix
Cladoceran Daphnia magna S U NR 453 774 11 3900 Biesinger and Christensen 1972 338 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S M T 220 76 16 38200 Kimball 1978 2030 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Well water
Cladoceran Daphnia magna S U T 451 725 11 2800 Shephard 1983 287 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S U T 168 599 05 5000 European Al Association 2009 gt 227 - Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Daphnia magna S U T 168 792 05 7950 European Al Association 2009 92 333 333 Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Ostracod Stenocypris major R M T 1563 651 16 310196 Shuhaimi-Othman et al 2011a 1022 1022 1022 Stenocypris Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Malaysia)
Amphipod Crangonyx pseudogracilis R U T 50 675 16 9190 Martin and Holdich 1986 1217 1217 1217 Crangonyx Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (UK)
Amphipod Hyalella azteca F M T 105 613 048 gt 5997 Wang et al 2016 Wang et al 2017 gt 2800 gt 2800 2800 gt Hyalella Invert Author reported
Stonefly Acroneuria sp S M T 474 746 11 gt 22600 Call et al 1984 gt 2050 gt 2050 2050 gt Acroneuria Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Midge Chironomus plumosus S U T 80 70 16 30000 Fargasova 2001 2536 2536 2536 Chironomus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Slovakia)
Midge Paratanytarsus dissimilis S M T 1743 728 28 gt 77700 Lamb and Bailey 1981 1983 gt 6232 gt 6232 6232 gt Paratanytarsus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Liberty Lake Washington
Rainbow trout Oncorhynchus mykiss F M T 274 758 05 gt 9840 Gundersen et al 1994 gt 1256 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 452 762 05 gt 8070 Gundersen et al 1994 gt 1140 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 895 758 05 gt 8160 Gundersen et al 1994 gt 1489 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1304 758 05 gt 8200 Gundersen et al 1994 gt 1676 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 232 825 05 6170 Gundersen et al 1994 260 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 350 826 05 6170 Gundersen et al 1994 333 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 836 829 05 7670 Gundersen et al 1994 701 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1158 830 05 6930 Gundersen et al 1994 777 801 801 Oncorhynchus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Atlantic salmon Salmo salar S U T 68 55 05 584 Hamilton and Haines 1995 4602 - Salmo Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Atlantic salmon Salmo salar S U T 68 65 05 599 Hamilton and Haines 1995 531 1564 1564 Salmo Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Brook trout Salvelinus fontinalis S U T 40 56 16 6530 Tandjung 1982 6947 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 18 56 16 3400 Tandjung 1982 6209 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 2 56 16 370 Tandjung 1982 2988 5051 5051 Salvelinus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green sunfish Lepomis cyanellus S M T 474 755 11 gt 50000 Call et al 1984 gt 5255 gt 5255 5255 gt Lepomis Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Rio Grande silvery minnow Hybognathus amarus R M T 140 81 05 gt 59100 Buhl 2002 gt 8620 gt 8620 8620 gt Hybognathus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Fathead minnow Pimephales promelas S M T 474 761 11 gt 48200 Call et al 1984 gt 4707 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas S M T 474 805 11 gt 49800 Call et al 1984 gt 2837 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas R M T 26 78 05 1160 ENSR 1992c 104 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 46 76 05 8180 ENSR 1992c 1191 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 96 81 05 20300 ENSR 1992c 2398 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 194 81 05 44800 ENSR 1992c 7839 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 140 81 05 gt 59100 Buhl 2002 gt 8620 2224 2224 Pimephales Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Smallmouth bass Micropterus dolomieui S M T 1245 505 16 130 Kane and Rabeni 1987 859 859 859 Micropterus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green tree frog Hyla cinerea R M T 455 549 05 gt 4052 Jung and Jagoe 1995 gt 4377 gt 4377 4377 gt Hyla Amphibian Value is from 2007 FW Cu AWQC Appendix C recommendation artificial soft recon
Normalization Chemistry
pH 6 FAV 360
Hardness 25 CMC 180
DOC 1 CCC 99
Acute Ranked GMAV Chronic Ranked GMCV
Rank GMAV Genus Rank GMCV Genus
18 gt 8620 Hybognathus Fish 12 gt 2131 Rana Amphib - Other Data
17 gt 6232 Paratanytarsus Invert 11 1710 Aeolosoma Invert
16 gt 5255 Lepomis Fish 10 591 Chironomus Invert
15 5051 Salvelinus Fish 9 544 Pimephales Fish
14 gt 4377 Hyla Amphibian 8 488 Lymnaea Mollusk
13 3546 Physa Mollusk 7 255 Brachionus Invert
12 gt 2983 Lampsilis Mollusk 6 241 Danio Fish
11 gt 2800 Hyalella Invert 5 171 Hyalella Invert
10 2536 Chironomus Invert 4 129 Salvelinus Fish
9 2224 Pimephales Fish 3 118 Ceriodaphnia Invert
8 gt 2050 Acroneuria Invert 2 111 Salmo Fish
7 1564 Salmo Fish 1 104 Lampsilis Mollusk
6 1217 Crangonyx Invert
5 1022 Stenocypris Invert
4 859 Micropterus Fish
3 801 Oncorhynchus Fish
2 733 Ceriodaphnia Invert
1 333 Daphnia Invert
N Rank Genus GMAV ln(GMAV) ln(GMAV)2 P=R(N+1) sqrt(P) N Rank Genus GMCV ln(GMCV) ln(GMCV)2 P=R(N+1) sqrt(P)
18 4 Micropterus 859 676 4564 0211 0459 12 4 Salvelinus 129 486 2364 0308 0555
3 Oncorhynchus 801 669 4469 0158 0397 3 Ceriodaphnia 118 477 2277 0231 0480
2 Ceriodaphnia 733 660 4352 0105 0324 2 Salmo 111 471 2220 0154 0392
1 Daphnia 333 581 3374 0053 0229 1 Lampsilis 104 465 2159 0077 0277
Sum 2585 1676 0526 141 Sum 1899 902 0769 170
S2 = 1987 S2 = 059
L = 4890 L = 4420
A = 5887 A = 4592
FAV = 360 FCV = 987
CMC = 180
All concentrations reported are microgL total Aluminum
lt-----Click Button after entering data
ENTER DATA HERE ERRORNUM ACUTE CHRONIC
Rank 1 Rank 2 Rank 3 Rank 4 Rank 1 Rank 2 Rank 3 Rank 4
SiteName DOC(mgL) Hardness(mgL as CaCO3) pH FAV CMC CCC Genus GMAV Genus GMAV Genus GMAV Genus GMAV Genus GMCV Genus GMCV Genus GMCV Genus GMCV
Site 1 50 25 9 75428737034162 35229324666008 1800 770 Daphnia 33452 Ceriodaphnia 73576 Stenocypris 102576 Crangonyx 122230 Lampsilis 10463 Ceriodaphnia 11865 Hyalella 17200 Brachionus 25648
Site 2 50 50 9 75428737034162 31204991509063 1600 680 Daphnia 29631 Ceriodaphnia 65171 Stenocypris 90859 Crangonyx 108267 Lampsilis 9268 Ceriodaphnia 10510 Hyalella 15236 Brachionus 22718
Site 3 50 75 9 75428737034162 29067527928199 1500 640 Daphnia 27601 Ceriodaphnia 60707 Stenocypris 84635 Crangonyx 100851 Lampsilis 8633 Ceriodaphnia 9790 Hyalella 14192 Brachionus 21162
Site 4 50 100 9 75428737034162 27640367912592 1400 600 Daphnia 26246 Ceriodaphnia 57726 Stenocypris 80480 Crangonyx 95899 Lampsilis 8209 Ceriodaphnia 9309 Hyalella 13495 Brachionus 20123
Site 5 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 6 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 7 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 8 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 9 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 10 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 11 50 25 85 75428737034162 63245275664384 3200 1400 Daphnia 60055 Ceriodaphnia 132086 Stenocypris 184149 Crangonyx 219432 Lampsilis 18783 Ceriodaphnia 21301 Hyalella 30879 Brachionus 46045
Site 12 50 50 85 75428737034162 61388044609926 3100 1300 Daphnia 58291 Ceriodaphnia 128208 Stenocypris 178742 Crangonyx 212988 Lampsilis 18232 Ceriodaphnia 20676 Hyalella 29972 Brachionus 44693
Site 13 50 75 85 75428737034162 60327020429132 3000 1300 Daphnia 57284 Ceriodaphnia 125992 Stenocypris 175652 Crangonyx 209307 Lampsilis 17917 Ceriodaphnia 20318 Hyalella 29454 Brachionus 43920
Site 14 50 100 85 75428737034162 59585352130146 3000 1300 Daphnia 56580 Ceriodaphnia 124443 Stenocypris 173493 Crangonyx 206734 Lampsilis 17696 Ceriodaphnia 20068 Hyalella 29092 Salmo 41264
Site 15 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 16 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 17 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 18 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 19 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 20 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Appendix C Acceptable Chronic Toxicity Data of Aluminum to Freshwater Aquatic Animals
MLR equation
Species Hardness (mgL as CaCO3) pH DOC(mgL) EC20 Endpoint EC20(microgL) Normalized Conc- EC20(microgL) SMCV-EC20(microgL) GMCV-EC20(microgL) Genus DOC Notes Dilution water
Oligochaete Aeolosoma sp 48 6 025 Reproduction (population size) 1235 17098 17098 17098 Aeolosoma Invert Author reported half the detection limit
Rotifer Brachionus calyciflorus 100 62 025 Reproduction (population size) 431 2555 2555 2555 Brachionus Invert Author reported half the detection limit
Great pond snail Lymnaea stagnalis 117 61 025 Biomass 746 4877 4877 4877 Lymnaea Mollusk Author reported half the detection limit
Fatmucket Lampsilis siliquoidea 1055 604 040 Biomass 169 1042 1042 1042 Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia 50 715 11 Reproduction - youngstarting adult 1780 1898 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia 26 73 05 Reproduction - youngfemale 1557 2718 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 46 75 05 Reproduction - youngfemale 8087 1102 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 96 79 05 Reproduction - youngfemale 6519 796 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 194 81 05 Reproduction - youngfemale 6836 888 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 255 703 05 Reproduction (youngfemale) 250 563 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 713 05 Reproduction (youngfemale) 860 1061 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 25 798 05 Reproduction (youngfemale) 700 1006 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 61 803 05 Reproduction (youngfemale) 1010 1363 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 810 05 Reproduction (youngfemale) 870 1164 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 255 633 05 Reproduction (youngfemale) 260 1758 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 121 636 05 Reproduction (youngfemale) 390 1101 1182 1182 Ceriodaphnia Invert Author reported
Amphipod Hyalella azteca 95 61 051 Biomass (28 d) 1993 1014 Hyalella Author reported
Amphipod Hyalella azteca 106 604 033 Biomass (28 d) 425 2895 1713 1713 Hyalella Invert Author reported
Midge Chironomus riparius 118 558 18 Adult midge emergence 2955 1192 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 119 505 18 Adult midge emergence 8442 22578 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 91 66 051 Reproduction ( of eggscase) 3387 7664 5908 5908 Chironomus Invert Author reported
Atlantic salmon Salmo salar 127 57 18 Biomass 6156 5085 5085 5085 Salmo Fish Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Brook trout Salvelinus fontinalis 123 655 19 Biomass 1644 270 Salvelinus Author reported wellRO mix
Brook trout Salvelinus fontinalis 128 565 18 Biomass 1435 1295 5914 5914 Salvelinus Fish Author reported wellRO mix
Fathead minnow Pimephales promelas 220 770 16 Biomass 6194 3569 Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation well water
Fathead minnow Pimephales promelas 96 620 025 Fry survival 4286 1734 2488 2488 Pimephales Fish Author reported half the detection limit
Zebrafish Danio rerio 83 61 025 Biomass 2344 1102 1102 1102 Danio Fish Author reported half the detection limit
Wood frog Rana sylvatica 115 469 16 MATC-survival gt 2000 gt 9746 gt 9746 9746 gt Rana Amphib - Other Data Value is from 2007 FW Cu AWQC Appendix C recommendation aged tap water
Appendix A Acceptable Acute Toxicity Data of Aluminum to Freshwater Aquatic Animals
Species Methoda Hardness (mgL as CaCO3) pH DOC(mgL) LC50 or EC50 Conc (microgL) Reference Normalized Conc - LC50(microgL) Species Mean Acute Value(microgL) Genus Mean Acute Value(microgL) Genus DOC Note Dilution water
Snail Physa sp S M T 474 659 11 gt 23400 Call 1984 Call et al 1984 gt 48425 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 755 11 30600 Call 1984 Call et al 1984 26986 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 817 11 gt 24700 Call 1984 Call et al 1984 gt 24040 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 746 11 55500 Call 1984 Call et al 1984 50338 35462 35462 Physa Mollusk Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Fatmucket Lampsilis siliquoidea F M T 1060 612 048 gt 6302 Wang et al 2016 Wang et al 2017 gt 29834 gt 29834 29834 gt Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia S M A 500 742 11 1900 McCauley et al 1986 1728 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia S M A 505 786 11 1500 McCauley et al 1986 1294 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation UW-S Lake Superior lab water
Cladoceran Ceriodaphnia dubia S M A 500 813 11 2560 McCauley et al 1986 2431 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia R M T 26 75 05 720 ENSR 1992d 1113 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 46 76 05 1880 ENSR 1992d 2495 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 96 78 05 2450 ENSR 1992d 2894 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 3727 Fort and Stover 1995 5002 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 5673 Fort and Stover 1995 7613 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 89 76 05 2880 Soucek et al 2001 3362 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U T 106 601 05 7112 European Al Association 2009 1691 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 605 2 6865 European Al Association 2009 7088 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 609 4 15581 European Al Association 2009 10072 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 601 05 681 European Al Association 2009 1620 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 603 05 1630 European Al Association 2009 3674 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 597 05 1785 European Al Association 2009 4732 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 592 05 1410 European Al Association 2009 4295 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 699 05 gt 1300 European Al Association 2009 gt 4189 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 785 05 gt 5000 European Al Association 2009 gt 7960 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 68 2 gt 10000 European Al Association 2009 gt 20755 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 782 2 gt 15000 European Al Association 2009 gt 11626 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 677 4 gt 10000 European Al Association 2009 gt 15161 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 766 4 gt 15000 European Al Association 2009 gt 8608 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 79 05 gt 2000 European Al Association 2009 gt 3150 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 789 05 gt 2000 European Al Association 2009 gt 3156 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 604 05 1108 European Al Association 2009 850 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 598 2 11371 European Al Association 2009 4817 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 573 4 80467 European Al Association 2009 43570 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 671 05 gt 10000 European Al Association 2009 gt 23786 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 783 05 gt 5000 European Al Association 2009 gt 6344 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 679 2 gt 10000 European Al Association 2009 gt 10394 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 767 2 gt 15000 European Al Association 2009 gt 9082 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 668 4 gt 15000 European Al Association 2009 gt 12461 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 762 4 gt 15000 European Al Association 2009 gt 6332 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 606 2 33868 European Al Association 2009 7920 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 56 4 104842 European Al Association 2009 48800 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 693 05 gt 5000 European Al Association 2009 gt 7126 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 788 05 gt 5000 European Al Association 2009 gt 5898 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 676 2 gt 15000 European Al Association 2009 gt 12117 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 771 2 gt 15000 European Al Association 2009 gt 8096 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 66 4 gt 15000 European Al Association 2009 gt 10139 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 76 4 gt 15000 European Al Association 2009 gt 5545 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11971 European Al Association 2010 2699 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 27478 European Al Association 2010 6194 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11998 European Al Association 2010 2705 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 607 05 92495 European Al Association 2010 1876 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 609 05 31337 European Al Association 2010 6035 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 61 05 33235 European Al Association 2010 6238 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 708 05 gt 8864 European Al Association 2010 gt 2534 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 779 05 gt 42783 European Al Association 2010 gt 6930 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 753 05 13204 European Al Association 2010 244 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 601 05 46326 European Al Association 2010 3798 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 599 05 gt 8590 European Al Association 2010 gt 7366 5094 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia reticulata F M T 451 60 11 304 Shephard 1983 2009 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia reticulata F M T 40 55 11 362 Shephard 1983 55307 10542 7328 Ceriodaphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake SuperiorDI Mix
Cladoceran Daphnia magna S U NR 453 774 11 3900 Biesinger and Christensen 1972 3382 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S M T 220 76 16 38200 Kimball 1978 20303 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Well water
Cladoceran Daphnia magna S U T 451 725 11 2800 Shephard 1983 2868 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S U T 168 599 05 5000 European Al Association 2009 gt 2265 - Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Daphnia magna S U T 168 792 05 7950 European Al Association 2009 920 3332 3332 Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Ostracod Stenocypris major R M T 1563 651 16 310196 Shuhaimi-Othman et al 2011a 10216 10216 10216 Stenocypris Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Malaysia)
Amphipod Crangonyx pseudogracilis R U T 50 675 16 9190 Martin and Holdich 1986 12174 12174 12174 Crangonyx Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (UK)
Amphipod Hyalella azteca F M T 105 613 048 gt 5997 Wang et al 2016 Wang et al 2017 gt 28002 gt 28002 28002 gt Hyalella Invert Author reported
Stonefly Acroneuria sp S M T 474 746 11 gt 22600 Call et al 1984 gt 20498 gt 20498 20498 gt Acroneuria Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Midge Chironomus plumosus S U T 80 70 16 30000 Fargasova 2001 25361 25361 25361 Chironomus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Slovakia)
Midge Paratanytarsus dissimilis S M T 1743 728 28 gt 77700 Lamb and Bailey 1981 1983 gt 62318 gt 62318 62318 gt Paratanytarsus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Liberty Lake Washington
Rainbow trout Oncorhynchus mykiss F M T 274 758 05 gt 9840 Gundersen et al 1994 gt 5745 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 452 762 05 gt 8070 Gundersen et al 1994 gt 5212 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 895 758 05 gt 8160 Gundersen et al 1994 gt 6807 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1304 758 05 gt 8200 Gundersen et al 1994 gt 7662 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 232 825 05 6170 Gundersen et al 1994 1190 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 350 826 05 6170 Gundersen et al 1994 1523 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 836 829 05 7670 Gundersen et al 1994 3205 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1158 830 05 6930 Gundersen et al 1994 3554 3661 3661 Oncorhynchus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Atlantic salmon Salmo salar S U T 68 55 05 584 Hamilton and Haines 1995 21042 - Salmo Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Atlantic salmon Salmo salar S U T 68 65 05 599 Hamilton and Haines 1995 2430 7151 7151 Salmo Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Brook trout Salvelinus fontinalis S U T 40 56 16 6530 Tandjung 1982 31767 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 18 56 16 3400 Tandjung 1982 28391 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 2 56 16 370 Tandjung 1982 13663 23097 23097 Salvelinus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green sunfish Lepomis cyanellus S M T 474 755 11 gt 50000 Call et al 1984 gt 24028 gt 24028 24028 gt Lepomis Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Rio Grande silvery minnow Hybognathus amarus R M T 140 81 05 gt 59100 Buhl 2002 gt 39414 gt 39414 39414 gt Hybognathus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Fathead minnow Pimephales promelas S M T 474 761 11 gt 48200 Call et al 1984 gt 21522 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas S M T 474 805 11 gt 49800 Call et al 1984 gt 12972 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas R M T 26 78 05 1160 ENSR 1992c 477 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 46 76 05 8180 ENSR 1992c 5446 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 96 81 05 20300 ENSR 1992c 10966 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 194 81 05 44800 ENSR 1992c 35847 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 140 81 05 gt 59100 Buhl 2002 gt 39414 10168 10168 Pimephales Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Smallmouth bass Micropterus dolomieui S M T 1245 505 16 130 Kane and Rabeni 1987 3929 3929 3929 Micropterus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green tree frog Hyla cinerea R M T 455 549 05 gt 4052 Jung and Jagoe 1995 gt 20016 gt 20016 20016 gt Hyla Amphibian Value is from 2007 FW Cu AWQC Appendix C recommendation artificial soft recon
Normalization Chemistry
pH 7 FAV 2741
Hardness 100 CMC 1400
DOC 1 CCC 390
Acute Ranked GMAV Chronic Ranked GMCV
Rank GMAV Genus Rank GMCV Genus
18 gt 62318 Paratanytarsus Invert 12 17098 Aeolosoma Invert
17 gt 39414 Hybognathus Fish 11 gt 9746 Rana Amphib - Other Data
16 35462 Physa Mollusk 10 5908 Chironomus Invert
15 gt 29834 Lampsilis Mollusk 9 4877 Lymnaea Mollusk
14 gt 28002 Hyalella Invert 8 2555 Brachionus Invert
13 25361 Chironomus Invert 7 2488 Pimephales Fish
12 gt 24028 Lepomis Fish 6 1713 Hyalella Invert
11 23097 Salvelinus Fish 5 1182 Ceriodaphnia Invert
10 gt 20498 Acroneuria Invert 4 1102 Danio Fish
9 gt 20016 Hyla Amphibian 3 1042 Lampsilis Mollusk
8 12174 Crangonyx Invert 2 591 Salvelinus Fish
7 10216 Stenocypris Invert 1 509 Salmo Fish
6 10168 Pimephales Fish
5 7328 Ceriodaphnia Invert
4 7151 Salmo Fish
3 3929 Micropterus Fish
2 3661 Oncorhynchus Fish
1 3332 Daphnia Invert
N Rank Genus GMAV ln(GMAV) ln(GMAV)2 P=R(N+1) sqrt(P) N Rank Genus GMCV ln(GMCV) ln(GMCV)2 P=R(N+1) sqrt(P)
18 4 Salmo 7151 887 7876 0211 0459 12 4 Danio 1102 700 4907 0308 0555
3 Micropterus 3929 828 6849 0158 0397 3 Lampsilis 1042 695 4829 0231 0480
2 Oncorhynchus 3661 821 6733 0105 0324 2 Salvelinus 591 638 4074 0154 0392
1 Daphnia 3332 811 6579 0053 0229 1 Salmo 509 623 3883 0077 0277
Sum 3347 2804 0526 141 Sum 2657 1769 0769 170
S2 = 1223 S2 = 1080
L = 7134 L = 5242
A = 7916 A = 5976
FAV = 2741 FCV = 3940
CMC = 1371
All concentrations reported are microgL total Aluminum
lt-----Click Button after entering data
ENTER DATA HERE ERRORNUM ACUTE CHRONIC
Rank 1 Rank 2 Rank 3 Rank 4 Rank 1 Rank 2 Rank 3 Rank 4
SiteName DOC(mgL) Hardness(mgL as CaCO3) pH FAV CMC CCC Genus GMAV Genus GMAV Genus GMAV Genus GMAV Genus GMCV Genus GMCV Genus GMCV Genus GMCV
Site 1 50 25 9 75428737034162 35229324666008 1800 770 Daphnia 33452 Ceriodaphnia 73576 Stenocypris 102576 Crangonyx 122230 Lampsilis 10463 Ceriodaphnia 11865 Hyalella 17200 Brachionus 25648
Site 2 50 50 9 75428737034162 31204991509063 1600 680 Daphnia 29631 Ceriodaphnia 65171 Stenocypris 90859 Crangonyx 108267 Lampsilis 9268 Ceriodaphnia 10510 Hyalella 15236 Brachionus 22718
Site 3 50 75 9 75428737034162 29067527928199 1500 640 Daphnia 27601 Ceriodaphnia 60707 Stenocypris 84635 Crangonyx 100851 Lampsilis 8633 Ceriodaphnia 9790 Hyalella 14192 Brachionus 21162
Site 4 50 100 9 75428737034162 27640367912592 1400 600 Daphnia 26246 Ceriodaphnia 57726 Stenocypris 80480 Crangonyx 95899 Lampsilis 8209 Ceriodaphnia 9309 Hyalella 13495 Brachionus 20123
Site 5 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 6 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 7 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 8 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 9 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 10 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 11 50 25 85 75428737034162 63245275664384 3200 1400 Daphnia 60055 Ceriodaphnia 132086 Stenocypris 184149 Crangonyx 219432 Lampsilis 18783 Ceriodaphnia 21301 Hyalella 30879 Brachionus 46045
Site 12 50 50 85 75428737034162 61388044609926 3100 1300 Daphnia 58291 Ceriodaphnia 128208 Stenocypris 178742 Crangonyx 212988 Lampsilis 18232 Ceriodaphnia 20676 Hyalella 29972 Brachionus 44693
Site 13 50 75 85 75428737034162 60327020429132 3000 1300 Daphnia 57284 Ceriodaphnia 125992 Stenocypris 175652 Crangonyx 209307 Lampsilis 17917 Ceriodaphnia 20318 Hyalella 29454 Brachionus 43920
Site 14 50 100 85 75428737034162 59585352130146 3000 1300 Daphnia 56580 Ceriodaphnia 124443 Stenocypris 173493 Crangonyx 206734 Lampsilis 17696 Ceriodaphnia 20068 Hyalella 29092 Salmo 41264
Site 15 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 16 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 17 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 18 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 19 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 20 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Page 7: Draft National 304(a) Aluminum Aquatic Life Criteria … · Draft National 304(a) Aluminum Aquatic Life Criteria ... [0.503×ln ... [0.494𝑝𝑝𝐻𝐻× ℎ𝑎𝑎:ln

Aluminum Standardsbull Aluminum Standards

ndash About 20 states have numeric criteria for aluminum for aquatic life

bull Most are based on EPArsquos 1988 values and two are hardness-based equations (CO and NM)

bull There are numerous site-specific criteria that involve the Biotic Ligand Model (BLM) or a Water Effects Ratio (WER) -adjusted 1988 aluminum criteria

ndash Aluminum is not a priority pollutant

7

Criteria Development Processbull All EPA Aquatic Life Criteria for Toxics undergo rigorous

scientific development and review processbull Develop criteria document draftbull Intra-agency peer review process bull Independent external peer reviewbull Revisions based on external peer review

Intra-agency review of draft criteria documentbull Release to the public in draft form to obtain scientific views

Revisions considering public comments Intra-agency review of final criteria document

bull Publication of final criteria document bull States may then consider recommended criteria in

development and adoption of state water quality standards8

Framework for Updated Draft Aluminum Criteria

I Screen toxicological studies for high

quality data

II Consider water conditions effects on

aluminum bioavailability

III Normalize toxicity data in species

sensitivity distribution to a set of water quality conditions

IV Construct sensitivity distribution to determine criteria

at set conditions

9

I Screen toxicological studies for high quality data

bull First step in all criteria developmentndash Data are evaluated based on the data quality objectives

outlined in the 1985 Guidelines methodology and other toxicity testing recommendations (ie EPA ASTM)

ndash High quality data are used quantitatively to develop criteria magnitudes

ndash Lower quality data are used qualitatively if appropriatendash Lowest quality data are considered unacceptable and not

usedbull Data are grouped into acute and chronic exposures

10

Aluminum Toxicity Databull The updated freshwater aluminum criteria meets the

acute and chronic minimum data requirements outlined in EPArsquos 1985 Guidelines

InvertebrateSpecies

Fish Species

AmphibianSpecies

Total Genera

Acute1988 AWQC 8 7 - 142017 Draft AWQC 11 8 1 18

Chronic1988 AWQC 2 1 - 32017 Draft AWQC 7 4 - 11

11 1988 AWQC Chronic CCC based on two studies for the striped

bass and brook trout

Aluminum Toxicity Data Freshwater mussels have been

suggested to be potentially sensitive to aluminum

EPA worked collaboratively with USGSrsquos Columbia Environmental Research Center (CERC) to have acute and chronic aluminum toxicity tests conducted with a unionid mussel (fatmucket Lampsilis siliquoidea) in water-only exposures to obtain additional data on invertebrates New data on amphipod (Hyalella azteca)

were collected to confirm laboratory conditions

12

Aluminum Toxicity Data

13

bull New data and models examinedndash Data submitted to EU REACH program

bull New freshwater aluminum toxicity data generated by Oregon State University

bull 2016 BLM model provided by the European Aluminum Association

ndash Saltwater data provided by Australia bull Insufficient data to develop estuarinemarine acute or chronic

criteria at this timendash Multiple Linear Regression (MLR) model developed by

DeForest et al 2017bull DeForest DK KV Brix LM Tear and WJ Adams 2017 Multiple Linear Regression (MLR) models for predicting chronic aluminum

toxicity to freshwater aquatic organisms and developing water quality guidelines Environ Toxicol Chem (DOI101002etc3922)

14

Minimum Dataset For Freshwater Criteria Derivation

SALMONID SECONDFISHFAMILY

CHORDATA

PLANKTONICCRUSTACEAN

BENTHIC CRUSTACEAN

INSECT ROTIFERA ANNELIDA MOLLUSCA

OTHERINSECT ORMOLLUSCA

EstuarineMarine Minimum Data Requirements

15

Family Minimum Data Requirement EstuarineMarine

Acute(Phylum Family Genus)

Chronic(Phylum Family Genus)

Family in the phylum Chordata - -

Family in the phylum Chordata - -

Either the Mysidae or Penaeidae family - -

Family in a phylum other than Arthropoda or Chordata Mollusca Ostreidae Crassostrea -

Family in a phylum other than Chordata Annelida Nereididae Neanthes -

Family in a phylum other than Chordata Annelida Capitellidae Capitella -

Family in a phylum other than Chordata Annelida Ctenodrilidae Ctenodrilus -

Any other family Arthropoda Ameiridae Nitokra -

II Evaluate water quality conditions to determine applicability

bull Criteria are often based on one or more water quality conditions (eg hardness) that affect toxicity of the material to test organisms

bull Aluminum toxicity is highly dependent on the pH of the test waterndash The pH of test waters affects the amount and form

of aluminum that is bioavailable to test speciesndash Hardness and DOC (Dissolved Organic Carbon)

also influence the amount of aluminum that is bioavailable

16

Multiple Bioavailability Modeling Approaches Underwent External Peer Review

17

bull Biotic Ligand Modelsbull Full aluminum BLM (2016 model version) ndash Temperature pH

Dissolved organic carbon (DOC) Major cations (calcium [Ca] magnesium [Mg] sodium [Na] and potassium [K]) Major anions (sulfate [SO4] and chloride [Cl]) Alkalinity and Sulfide

bull Simplified aluminum BLM - pH hardness DOC temperature

bull Multilinear Regression Equationsbull pH and Hardness

Accounting for Effects of Water Chemistry on Bioavailability and Toxicity

bull Water quality criteria can be modified quantitatively when enough data are available to demonstrate that those conditions similarly affect the results with a variety of speciesndash High quality data in the draft aluminum document demonstrated

that pH DOC and hardness affected a variety of species in a similar way when exposed to aluminum concentrations

bull Recent publications by Cardwell et al (2017) and Gensemer et al (2017) summarized short-term aluminum chronic toxicity data across a range of DOC pH and hardness values for three species

18

Multiple Linear Regression (MLR) Models to Account for Effects of Water Chemistry

bull MLR models were developed for each species (DeForest et al 2017)ndash 119862119862 119889119889119906119906119887119887119894119894119886119886 11986411986411986211986220=119890119890[minus41026+[0525timesln(119863119863119874119874119862119862)]+[2201timesln(ℎ119886119886119903119903119889119889)]+(11282times119901119901119867119867)minus(0633times1199011199011198671198672)minus[0264times119901119901119867119867ln(ℎ119886119886119903119903119889119889)]]

ndash 119875119875 119901119901119903119903119900119900119898119898119890119890119897119897119886119886119904119904 11986411986411986211986220=119890119890[minus14029+[0503timesln(119863119863119874119874119862119862)]+[3443timesln(ℎ119886119886119903119903119889119889)]+(3131times119901119901119867119867)minus[0494times119901119901119867119867ln(ℎ119886119886119903119903119889119889)]]

bull These models were applied to both the acute and chronic aluminum toxicity datandash The C dubia model was applied to invertebrate datandash The P promelas model was applied to vertebrate data

19

III Normalize toxicity data in species sensitivity distribution to a set of water

quality conditionsbull Just like single parameter hardness models the MLR

models were used to normalize the aluminum toxicity data to a single set of water quality conditionsndash As an illustration for one set of calculations the draft

aluminum AWQC set these conditions to pH 7 hardness of 100 mgL and DOC of 1 mgL

bull This allows for comparisons to be made between species based on their sensitivity to aluminumndash Apples to apples

20

IV Construct sensitivity distribution to determine criteria at set conditions

21

Figure 8 Ranked Summary of Total Aluminum Genus Mean Acute Values (GMAVs) - Freshwater at pH 7 Hardness of 100 mgL and DOC of 1 mgL

IV Construct sensitivity distribution to determine criteria at set conditions

22

Figure 10 Ranked Summary of Total Aluminum Genus Mean Chronic Values (GMCVs) ndash Freshwater Supplemented with Other Data to Fulfill Missing MDRs at pH 7 Hardness of 100 mgL and DOC of 1 mgL

Aluminum Criteria Calculatorbull The relative ranking of genera in the sensitivity

distribution to which the toxicity data are normalized will change based on the set of water chemistry conditions (ie pH hardness and DOC)

bull To make calculating aluminum criteria easier EPA developed an Aluminum Criteria Calculatorndash Automated so that user only needs to enter water chemistry

conditions of interestndash Allows quick calculations for a variety of conditionsndash Limits calculations to the recommended conditions for which

the MLR models were developed were specified for hardness and DOC

bull No extrapolation beyond hardness and DOC empirical data bounds

23

Aluminum Criteria Calculator SD Example

24

pH=7 Hardness=100 DOC=1 pH=6 Hardness=25 DOC=1

Chronic Ranked GMCVRank GMCV Genus

12 17098 Aeolosoma Invert11 gt 9746 Rana Amphib - Other Data10 5908 Chironomus Invert

9 4877 Lymnaea Mollusk8 2555 Brachionus Invert7 2488 Pimephales Fish6 1713 Hyalella Invert5 1182 Ceriodaphnia Invert4 1102 Danio Fish3 1042 Lampsilis Mollusk2 591 Salvelinus Fish1 509 Salmo Fish

FCV = 3940 microgL total aluminum

Chronic Ranked GMCVRank GMCV Genus

12 gt 2131 Rana Amphib - Other Data11 1710 Aeolosoma Invert10 591 Chironomus Invert

9 544 Pimephales Fish8 488 Lymnaea Mollusk7 255 Brachionus Invert6 241 Danio Fish5 171 Hyalella Invert4 129 Salvelinus Fish3 118 Ceriodaphnia Invert2 111 Salmo Fish1 104 Lampsilis Mollusk

FCV = 987 microgL total aluminum

Multiple Scenarios

Run Scenarios

Summary Sheet

Acute Dataset

Chronic Dataset

Multiple Scenarios

Run Scenarios

Summary Sheet

Acute Dataset

Chronic Dataset

Boundaries of the Criteria Outputsbull MLR models were developed using data that

encompassndash DOC range of 008-5 mgLndash Hardness range of 98-127 mgL (as CaCO3)ndash pH range of 6-81

bull MLR criteria outputs are bounded atndash Maximum of 150 mgL total hardness (as CaCO3)

ndash DOC of 50 mgLndash pH range of the model is 50 to 90

25

Aluminum Criteria Look-Up Tables

26

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=05 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 23 a 14 b 69 c 160 f 350 f 620 i 540 b 410 a 230 a

50 43 a 24 b 100 d 170 f 310 f 630 f 670 j 400 a 200 a

75 61 a 33 b 130 e 180 f 290 f 530 f 730 i 390 a 190 a

100 78 a 41 b 150 e 190 f 280 g 460 f 770 c 390 a 180 a

150 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

200 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

250 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

300 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

350 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

400 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

Aluminum Criteria Look-Up Tables

27

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=10 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 33 a 21 b 99 c 220 f 490 f 900 i 780 b 590 a 330 a

50 61 a 35 b 150 e 250 f 440 f 890 f 960 j 580 a 290 a

75 88 a 47 b 180 e 260 f 410 f 740 f 1100 i 570 a 270 a

100 11 a 59 b 210 e 270 f 390 g 650 f 1100 c 560 b 260 a

150 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

200 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

250 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

300 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

350 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

400 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

Aluminum Criteria Look-Up Tables

28

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=25 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 54 a 34 b 160 c 350 f 770 f 1500 i 1300 b 960 a 540 a

50 99 a 57 b 230 e 390 f 690 f 1400 f 1600 j 930 a 470 a

75 14 a 77 b 290 e 410 f 640 f 1200 f 1700 i 920 a 440 a

100 18 a 96 b 330 e 420 f 620 g 1000 f 1800 d 920 b 420 a

150 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

200 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

250 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

300 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

350 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

400 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

Aluminum Criteria Look-Up Tables

29

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=50 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 77 a 49 b 230 c 500 f 1100 f 2100 c 1900 b 1400 a 770 a

50 14 a 82 b 330 e 540 f 970 f 2000 f 2200 j 1300 a 680 a

75 20 a 110 b 410 e 570 f 900 f 1600 f 2500 i 1300 a 640 a

100 26 a 140 b 460 f 590 f 880 g 1400 f 2500 d 1300 b 600 a

150 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

200 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

250 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

300 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

350 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

400 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

Status

30

bull Draft Document Released to the Federal Register on 72817ndash Public comment period of 60 days ndash Due Date for Comments is 92617

bull Revisions will be made considering public commentsbull Subsequent EPA intra-agency review of final criteria

document will then be conducted bull Publication of final criteria document planned for Late Fall

2017

Federal Register Webpagehttpswwwfederalregistergovdocuments201

707282017-15968request-for-scientific-views-draft-updated-aquatic-life-ambient-water-quality-criteria-for-aluminum

Aluminum Criteria Webpagehttpswwwepagovwqc2017-draft-aquatic-life-

criteria-aluminum-freshwater-documents

31

Contact Information

Aluminum Criteria Lead Diana EignorEignorDianaepagov

202-566-1143

Kathryn Gallagher Branch Chiefgallagherkathrynepagov

202-564-1398 32

  • Draft National 304(a) Aluminum Aquatic Life Criteria
  • Slide Number 2
  • Overview
  • Sources of Aluminum
  • Current 1988 Aluminum Criteria
  • Current 1988 Aluminum Criteria
  • Aluminum Standards
  • Criteria Development Process
  • Framework for Updated Draft Aluminum Criteria
  • I Screen toxicological studies for high quality data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Slide Number 14
  • EstuarineMarine Minimum Data Requirements
  • II Evaluate water quality conditions to determine applicability
  • Multiple Bioavailability Modeling Approaches Underwent External Peer Review
  • Accounting for Effects of Water Chemistry on Bioavailability and Toxicity
  • Multiple Linear Regression (MLR) Models to Account for Effects of Water Chemistry
  • III Normalize toxicity data in species sensitivity distribution to a set of water quality conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • Aluminum Criteria Calculator
  • Aluminum Criteria Calculator SD Example
  • Boundaries of the Criteria Outputs
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Status
  • Slide Number 31
  • Contact Information
Appendix C Acceptable Chronic Toxicity Data of Aluminum to Freshwater Aquatic Animals
MLR equation
Species Hardness (mgL as CaCO3) pH DOC(mgL) EC20 Endpoint EC20(microgL) Normalized Conc- EC20(microgL) SMCV-EC20(microgL) GMCV-EC20(microgL) Genus DOC Notes Dilution water
Oligochaete Aeolosoma sp 48 6 025 Reproduction (population size) 1235 1710 1710 1710 Aeolosoma Invert Author reported half the detection limit
Rotifer Brachionus calyciflorus 100 62 025 Reproduction (population size) 431 255 255 255 Brachionus Invert Author reported half the detection limit
Great pond snail Lymnaea stagnalis 117 61 025 Biomass 746 488 488 488 Lymnaea Mollusk Author reported half the detection limit
Fatmucket Lampsilis siliquoidea 1055 604 040 Biomass 169 104 104 104 Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia 50 715 11 Reproduction - youngstarting adult 1780 190 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia 26 73 05 Reproduction - youngfemale 1557 272 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 46 75 05 Reproduction - youngfemale 8087 110 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 96 79 05 Reproduction - youngfemale 6519 80 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 194 81 05 Reproduction - youngfemale 6836 89 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 255 703 05 Reproduction (youngfemale) 250 56 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 713 05 Reproduction (youngfemale) 860 106 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 25 798 05 Reproduction (youngfemale) 700 101 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 61 803 05 Reproduction (youngfemale) 1010 136 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 810 05 Reproduction (youngfemale) 870 116 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 255 633 05 Reproduction (youngfemale) 260 176 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 121 636 05 Reproduction (youngfemale) 390 110 118 118 Ceriodaphnia Invert Author reported
Amphipod Hyalella azteca 95 61 051 Biomass (28 d) 1993 101 Hyalella Author reported
Amphipod Hyalella azteca 106 604 033 Biomass (28 d) 425 289 171 171 Hyalella Invert Author reported
Midge Chironomus riparius 118 558 18 Adult midge emergence 2955 119 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 119 505 18 Adult midge emergence 8442 2258 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 91 66 051 Reproduction ( of eggscase) 3387 766 591 591 Chironomus Invert Author reported
Atlantic salmon Salmo salar 127 57 18 Biomass 6156 1112 1112 1112 Salmo Fish Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Brook trout Salvelinus fontinalis 123 655 19 Biomass 1644 59 Salvelinus Author reported wellRO mix
Brook trout Salvelinus fontinalis 128 565 18 Biomass 1435 283 1293 1293 Salvelinus Fish Author reported wellRO mix
Fathead minnow Pimephales promelas 220 770 16 Biomass 6194 781 Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation well water
Fathead minnow Pimephales promelas 96 620 025 Fry survival 4286 379 544 544 Pimephales Fish Author reported half the detection limit
Zebrafish Danio rerio 83 61 025 Biomass 2344 241 241 241 Danio Fish Author reported half the detection limit
Wood frog Rana sylvatica 115 469 16 MATC-survival gt 2000 gt 2131 gt 2131 2131 gt Rana Amphib - Other Data Value is from 2007 FW Cu AWQC Appendix C recommendation aged tap water
Appendix A Acceptable Acute Toxicity Data of Aluminum to Freshwater Aquatic Animals
Species Methoda Hardness (mgL as CaCO3) pH DOC(mgL) LC50 or EC50 Conc (microgL) Reference Normalized Conc - LC50(microgL) Species Mean Acute Value(microgL) Genus Mean Acute Value(microgL) Genus DOC Note Dilution water
Snail Physa sp S M T 474 659 11 gt 23400 Call 1984 Call et al 1984 gt 4843 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 755 11 30600 Call 1984 Call et al 1984 2699 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 817 11 gt 24700 Call 1984 Call et al 1984 gt 2404 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 746 11 55500 Call 1984 Call et al 1984 5034 3546 3546 Physa Mollusk Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Fatmucket Lampsilis siliquoidea F M T 1060 612 048 gt 6302 Wang et al 2016 Wang et al 2017 gt 2983 gt 2983 2983 gt Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia S M A 500 742 11 1900 McCauley et al 1986 173 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia S M A 505 786 11 1500 McCauley et al 1986 129 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation UW-S Lake Superior lab water
Cladoceran Ceriodaphnia dubia S M A 500 813 11 2560 McCauley et al 1986 243 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia R M T 26 75 05 720 ENSR 1992d 111 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 46 76 05 1880 ENSR 1992d 250 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 96 78 05 2450 ENSR 1992d 289 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 3727 Fort and Stover 1995 500 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 5673 Fort and Stover 1995 761 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 89 76 05 2880 Soucek et al 2001 336 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U T 106 601 05 7112 European Al Association 2009 169 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 605 2 6865 European Al Association 2009 709 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 609 4 15581 European Al Association 2009 1007 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 601 05 681 European Al Association 2009 162 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 603 05 1630 European Al Association 2009 367 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 597 05 1785 European Al Association 2009 473 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 592 05 1410 European Al Association 2009 429 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 699 05 gt 1300 European Al Association 2009 gt 419 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 785 05 gt 5000 European Al Association 2009 gt 796 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 68 2 gt 10000 European Al Association 2009 gt 2076 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 782 2 gt 15000 European Al Association 2009 gt 1163 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 677 4 gt 10000 European Al Association 2009 gt 1516 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 766 4 gt 15000 European Al Association 2009 gt 861 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 79 05 gt 2000 European Al Association 2009 gt 315 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 789 05 gt 2000 European Al Association 2009 gt 316 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 604 05 1108 European Al Association 2009 85 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 598 2 11371 European Al Association 2009 482 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 573 4 80467 European Al Association 2009 4357 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 671 05 gt 10000 European Al Association 2009 gt 2379 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 783 05 gt 5000 European Al Association 2009 gt 634 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 679 2 gt 10000 European Al Association 2009 gt 1039 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 767 2 gt 15000 European Al Association 2009 gt 908 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 668 4 gt 15000 European Al Association 2009 gt 1246 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 762 4 gt 15000 European Al Association 2009 gt 633 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 606 2 33868 European Al Association 2009 792 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 56 4 104842 European Al Association 2009 4880 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 693 05 gt 5000 European Al Association 2009 gt 713 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 788 05 gt 5000 European Al Association 2009 gt 590 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 676 2 gt 15000 European Al Association 2009 gt 1212 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 771 2 gt 15000 European Al Association 2009 gt 810 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 66 4 gt 15000 European Al Association 2009 gt 1014 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 76 4 gt 15000 European Al Association 2009 gt 555 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11971 European Al Association 2010 270 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 27478 European Al Association 2010 619 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11998 European Al Association 2010 270 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 607 05 92495 European Al Association 2010 188 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 609 05 31337 European Al Association 2010 604 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 61 05 33235 European Al Association 2010 624 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 708 05 gt 8864 European Al Association 2010 gt 253 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 779 05 gt 42783 European Al Association 2010 gt 693 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 753 05 13204 European Al Association 2010 24 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 601 05 46326 European Al Association 2010 380 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 599 05 gt 8590 European Al Association 2010 gt 737 509 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia reticulata F M T 451 60 11 304 Shephard 1983 201 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia reticulata F M T 40 55 11 362 Shephard 1983 5531 1054 733 Ceriodaphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake SuperiorDI Mix
Cladoceran Daphnia magna S U NR 453 774 11 3900 Biesinger and Christensen 1972 338 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S M T 220 76 16 38200 Kimball 1978 2030 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Well water
Cladoceran Daphnia magna S U T 451 725 11 2800 Shephard 1983 287 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S U T 168 599 05 5000 European Al Association 2009 gt 227 - Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Daphnia magna S U T 168 792 05 7950 European Al Association 2009 92 333 333 Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Ostracod Stenocypris major R M T 1563 651 16 310196 Shuhaimi-Othman et al 2011a 1022 1022 1022 Stenocypris Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Malaysia)
Amphipod Crangonyx pseudogracilis R U T 50 675 16 9190 Martin and Holdich 1986 1217 1217 1217 Crangonyx Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (UK)
Amphipod Hyalella azteca F M T 105 613 048 gt 5997 Wang et al 2016 Wang et al 2017 gt 2800 gt 2800 2800 gt Hyalella Invert Author reported
Stonefly Acroneuria sp S M T 474 746 11 gt 22600 Call et al 1984 gt 2050 gt 2050 2050 gt Acroneuria Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Midge Chironomus plumosus S U T 80 70 16 30000 Fargasova 2001 2536 2536 2536 Chironomus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Slovakia)
Midge Paratanytarsus dissimilis S M T 1743 728 28 gt 77700 Lamb and Bailey 1981 1983 gt 6232 gt 6232 6232 gt Paratanytarsus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Liberty Lake Washington
Rainbow trout Oncorhynchus mykiss F M T 274 758 05 gt 9840 Gundersen et al 1994 gt 1256 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 452 762 05 gt 8070 Gundersen et al 1994 gt 1140 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 895 758 05 gt 8160 Gundersen et al 1994 gt 1489 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1304 758 05 gt 8200 Gundersen et al 1994 gt 1676 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 232 825 05 6170 Gundersen et al 1994 260 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 350 826 05 6170 Gundersen et al 1994 333 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 836 829 05 7670 Gundersen et al 1994 701 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1158 830 05 6930 Gundersen et al 1994 777 801 801 Oncorhynchus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Atlantic salmon Salmo salar S U T 68 55 05 584 Hamilton and Haines 1995 4602 - Salmo Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Atlantic salmon Salmo salar S U T 68 65 05 599 Hamilton and Haines 1995 531 1564 1564 Salmo Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Brook trout Salvelinus fontinalis S U T 40 56 16 6530 Tandjung 1982 6947 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 18 56 16 3400 Tandjung 1982 6209 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 2 56 16 370 Tandjung 1982 2988 5051 5051 Salvelinus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green sunfish Lepomis cyanellus S M T 474 755 11 gt 50000 Call et al 1984 gt 5255 gt 5255 5255 gt Lepomis Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Rio Grande silvery minnow Hybognathus amarus R M T 140 81 05 gt 59100 Buhl 2002 gt 8620 gt 8620 8620 gt Hybognathus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Fathead minnow Pimephales promelas S M T 474 761 11 gt 48200 Call et al 1984 gt 4707 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas S M T 474 805 11 gt 49800 Call et al 1984 gt 2837 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas R M T 26 78 05 1160 ENSR 1992c 104 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 46 76 05 8180 ENSR 1992c 1191 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 96 81 05 20300 ENSR 1992c 2398 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 194 81 05 44800 ENSR 1992c 7839 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 140 81 05 gt 59100 Buhl 2002 gt 8620 2224 2224 Pimephales Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Smallmouth bass Micropterus dolomieui S M T 1245 505 16 130 Kane and Rabeni 1987 859 859 859 Micropterus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green tree frog Hyla cinerea R M T 455 549 05 gt 4052 Jung and Jagoe 1995 gt 4377 gt 4377 4377 gt Hyla Amphibian Value is from 2007 FW Cu AWQC Appendix C recommendation artificial soft recon
Normalization Chemistry
pH 6 FAV 360
Hardness 25 CMC 180
DOC 1 CCC 99
Acute Ranked GMAV Chronic Ranked GMCV
Rank GMAV Genus Rank GMCV Genus
18 gt 8620 Hybognathus Fish 12 gt 2131 Rana Amphib - Other Data
17 gt 6232 Paratanytarsus Invert 11 1710 Aeolosoma Invert
16 gt 5255 Lepomis Fish 10 591 Chironomus Invert
15 5051 Salvelinus Fish 9 544 Pimephales Fish
14 gt 4377 Hyla Amphibian 8 488 Lymnaea Mollusk
13 3546 Physa Mollusk 7 255 Brachionus Invert
12 gt 2983 Lampsilis Mollusk 6 241 Danio Fish
11 gt 2800 Hyalella Invert 5 171 Hyalella Invert
10 2536 Chironomus Invert 4 129 Salvelinus Fish
9 2224 Pimephales Fish 3 118 Ceriodaphnia Invert
8 gt 2050 Acroneuria Invert 2 111 Salmo Fish
7 1564 Salmo Fish 1 104 Lampsilis Mollusk
6 1217 Crangonyx Invert
5 1022 Stenocypris Invert
4 859 Micropterus Fish
3 801 Oncorhynchus Fish
2 733 Ceriodaphnia Invert
1 333 Daphnia Invert
N Rank Genus GMAV ln(GMAV) ln(GMAV)2 P=R(N+1) sqrt(P) N Rank Genus GMCV ln(GMCV) ln(GMCV)2 P=R(N+1) sqrt(P)
18 4 Micropterus 859 676 4564 0211 0459 12 4 Salvelinus 129 486 2364 0308 0555
3 Oncorhynchus 801 669 4469 0158 0397 3 Ceriodaphnia 118 477 2277 0231 0480
2 Ceriodaphnia 733 660 4352 0105 0324 2 Salmo 111 471 2220 0154 0392
1 Daphnia 333 581 3374 0053 0229 1 Lampsilis 104 465 2159 0077 0277
Sum 2585 1676 0526 141 Sum 1899 902 0769 170
S2 = 1987 S2 = 059
L = 4890 L = 4420
A = 5887 A = 4592
FAV = 360 FCV = 987
CMC = 180
All concentrations reported are microgL total Aluminum
lt-----Click Button after entering data
ENTER DATA HERE ERRORNUM ACUTE CHRONIC
Rank 1 Rank 2 Rank 3 Rank 4 Rank 1 Rank 2 Rank 3 Rank 4
SiteName DOC(mgL) Hardness(mgL as CaCO3) pH FAV CMC CCC Genus GMAV Genus GMAV Genus GMAV Genus GMAV Genus GMCV Genus GMCV Genus GMCV Genus GMCV
Site 1 50 25 9 75428737034162 35229324666008 1800 770 Daphnia 33452 Ceriodaphnia 73576 Stenocypris 102576 Crangonyx 122230 Lampsilis 10463 Ceriodaphnia 11865 Hyalella 17200 Brachionus 25648
Site 2 50 50 9 75428737034162 31204991509063 1600 680 Daphnia 29631 Ceriodaphnia 65171 Stenocypris 90859 Crangonyx 108267 Lampsilis 9268 Ceriodaphnia 10510 Hyalella 15236 Brachionus 22718
Site 3 50 75 9 75428737034162 29067527928199 1500 640 Daphnia 27601 Ceriodaphnia 60707 Stenocypris 84635 Crangonyx 100851 Lampsilis 8633 Ceriodaphnia 9790 Hyalella 14192 Brachionus 21162
Site 4 50 100 9 75428737034162 27640367912592 1400 600 Daphnia 26246 Ceriodaphnia 57726 Stenocypris 80480 Crangonyx 95899 Lampsilis 8209 Ceriodaphnia 9309 Hyalella 13495 Brachionus 20123
Site 5 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 6 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 7 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 8 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 9 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 10 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 11 50 25 85 75428737034162 63245275664384 3200 1400 Daphnia 60055 Ceriodaphnia 132086 Stenocypris 184149 Crangonyx 219432 Lampsilis 18783 Ceriodaphnia 21301 Hyalella 30879 Brachionus 46045
Site 12 50 50 85 75428737034162 61388044609926 3100 1300 Daphnia 58291 Ceriodaphnia 128208 Stenocypris 178742 Crangonyx 212988 Lampsilis 18232 Ceriodaphnia 20676 Hyalella 29972 Brachionus 44693
Site 13 50 75 85 75428737034162 60327020429132 3000 1300 Daphnia 57284 Ceriodaphnia 125992 Stenocypris 175652 Crangonyx 209307 Lampsilis 17917 Ceriodaphnia 20318 Hyalella 29454 Brachionus 43920
Site 14 50 100 85 75428737034162 59585352130146 3000 1300 Daphnia 56580 Ceriodaphnia 124443 Stenocypris 173493 Crangonyx 206734 Lampsilis 17696 Ceriodaphnia 20068 Hyalella 29092 Salmo 41264
Site 15 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 16 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 17 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 18 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 19 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 20 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Appendix C Acceptable Chronic Toxicity Data of Aluminum to Freshwater Aquatic Animals
MLR equation
Species Hardness (mgL as CaCO3) pH DOC(mgL) EC20 Endpoint EC20(microgL) Normalized Conc- EC20(microgL) SMCV-EC20(microgL) GMCV-EC20(microgL) Genus DOC Notes Dilution water
Oligochaete Aeolosoma sp 48 6 025 Reproduction (population size) 1235 17098 17098 17098 Aeolosoma Invert Author reported half the detection limit
Rotifer Brachionus calyciflorus 100 62 025 Reproduction (population size) 431 2555 2555 2555 Brachionus Invert Author reported half the detection limit
Great pond snail Lymnaea stagnalis 117 61 025 Biomass 746 4877 4877 4877 Lymnaea Mollusk Author reported half the detection limit
Fatmucket Lampsilis siliquoidea 1055 604 040 Biomass 169 1042 1042 1042 Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia 50 715 11 Reproduction - youngstarting adult 1780 1898 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia 26 73 05 Reproduction - youngfemale 1557 2718 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 46 75 05 Reproduction - youngfemale 8087 1102 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 96 79 05 Reproduction - youngfemale 6519 796 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 194 81 05 Reproduction - youngfemale 6836 888 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 255 703 05 Reproduction (youngfemale) 250 563 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 713 05 Reproduction (youngfemale) 860 1061 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 25 798 05 Reproduction (youngfemale) 700 1006 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 61 803 05 Reproduction (youngfemale) 1010 1363 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 810 05 Reproduction (youngfemale) 870 1164 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 255 633 05 Reproduction (youngfemale) 260 1758 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 121 636 05 Reproduction (youngfemale) 390 1101 1182 1182 Ceriodaphnia Invert Author reported
Amphipod Hyalella azteca 95 61 051 Biomass (28 d) 1993 1014 Hyalella Author reported
Amphipod Hyalella azteca 106 604 033 Biomass (28 d) 425 2895 1713 1713 Hyalella Invert Author reported
Midge Chironomus riparius 118 558 18 Adult midge emergence 2955 1192 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 119 505 18 Adult midge emergence 8442 22578 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 91 66 051 Reproduction ( of eggscase) 3387 7664 5908 5908 Chironomus Invert Author reported
Atlantic salmon Salmo salar 127 57 18 Biomass 6156 5085 5085 5085 Salmo Fish Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Brook trout Salvelinus fontinalis 123 655 19 Biomass 1644 270 Salvelinus Author reported wellRO mix
Brook trout Salvelinus fontinalis 128 565 18 Biomass 1435 1295 5914 5914 Salvelinus Fish Author reported wellRO mix
Fathead minnow Pimephales promelas 220 770 16 Biomass 6194 3569 Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation well water
Fathead minnow Pimephales promelas 96 620 025 Fry survival 4286 1734 2488 2488 Pimephales Fish Author reported half the detection limit
Zebrafish Danio rerio 83 61 025 Biomass 2344 1102 1102 1102 Danio Fish Author reported half the detection limit
Wood frog Rana sylvatica 115 469 16 MATC-survival gt 2000 gt 9746 gt 9746 9746 gt Rana Amphib - Other Data Value is from 2007 FW Cu AWQC Appendix C recommendation aged tap water
Appendix A Acceptable Acute Toxicity Data of Aluminum to Freshwater Aquatic Animals
Species Methoda Hardness (mgL as CaCO3) pH DOC(mgL) LC50 or EC50 Conc (microgL) Reference Normalized Conc - LC50(microgL) Species Mean Acute Value(microgL) Genus Mean Acute Value(microgL) Genus DOC Note Dilution water
Snail Physa sp S M T 474 659 11 gt 23400 Call 1984 Call et al 1984 gt 48425 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 755 11 30600 Call 1984 Call et al 1984 26986 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 817 11 gt 24700 Call 1984 Call et al 1984 gt 24040 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 746 11 55500 Call 1984 Call et al 1984 50338 35462 35462 Physa Mollusk Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Fatmucket Lampsilis siliquoidea F M T 1060 612 048 gt 6302 Wang et al 2016 Wang et al 2017 gt 29834 gt 29834 29834 gt Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia S M A 500 742 11 1900 McCauley et al 1986 1728 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia S M A 505 786 11 1500 McCauley et al 1986 1294 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation UW-S Lake Superior lab water
Cladoceran Ceriodaphnia dubia S M A 500 813 11 2560 McCauley et al 1986 2431 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia R M T 26 75 05 720 ENSR 1992d 1113 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 46 76 05 1880 ENSR 1992d 2495 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 96 78 05 2450 ENSR 1992d 2894 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 3727 Fort and Stover 1995 5002 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 5673 Fort and Stover 1995 7613 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 89 76 05 2880 Soucek et al 2001 3362 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U T 106 601 05 7112 European Al Association 2009 1691 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 605 2 6865 European Al Association 2009 7088 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 609 4 15581 European Al Association 2009 10072 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 601 05 681 European Al Association 2009 1620 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 603 05 1630 European Al Association 2009 3674 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 597 05 1785 European Al Association 2009 4732 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 592 05 1410 European Al Association 2009 4295 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 699 05 gt 1300 European Al Association 2009 gt 4189 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 785 05 gt 5000 European Al Association 2009 gt 7960 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 68 2 gt 10000 European Al Association 2009 gt 20755 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 782 2 gt 15000 European Al Association 2009 gt 11626 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 677 4 gt 10000 European Al Association 2009 gt 15161 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 766 4 gt 15000 European Al Association 2009 gt 8608 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 79 05 gt 2000 European Al Association 2009 gt 3150 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 789 05 gt 2000 European Al Association 2009 gt 3156 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 604 05 1108 European Al Association 2009 850 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 598 2 11371 European Al Association 2009 4817 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 573 4 80467 European Al Association 2009 43570 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 671 05 gt 10000 European Al Association 2009 gt 23786 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 783 05 gt 5000 European Al Association 2009 gt 6344 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 679 2 gt 10000 European Al Association 2009 gt 10394 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 767 2 gt 15000 European Al Association 2009 gt 9082 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 668 4 gt 15000 European Al Association 2009 gt 12461 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 762 4 gt 15000 European Al Association 2009 gt 6332 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 606 2 33868 European Al Association 2009 7920 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 56 4 104842 European Al Association 2009 48800 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 693 05 gt 5000 European Al Association 2009 gt 7126 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 788 05 gt 5000 European Al Association 2009 gt 5898 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 676 2 gt 15000 European Al Association 2009 gt 12117 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 771 2 gt 15000 European Al Association 2009 gt 8096 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 66 4 gt 15000 European Al Association 2009 gt 10139 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 76 4 gt 15000 European Al Association 2009 gt 5545 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11971 European Al Association 2010 2699 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 27478 European Al Association 2010 6194 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11998 European Al Association 2010 2705 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 607 05 92495 European Al Association 2010 1876 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 609 05 31337 European Al Association 2010 6035 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 61 05 33235 European Al Association 2010 6238 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 708 05 gt 8864 European Al Association 2010 gt 2534 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 779 05 gt 42783 European Al Association 2010 gt 6930 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 753 05 13204 European Al Association 2010 244 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 601 05 46326 European Al Association 2010 3798 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 599 05 gt 8590 European Al Association 2010 gt 7366 5094 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia reticulata F M T 451 60 11 304 Shephard 1983 2009 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia reticulata F M T 40 55 11 362 Shephard 1983 55307 10542 7328 Ceriodaphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake SuperiorDI Mix
Cladoceran Daphnia magna S U NR 453 774 11 3900 Biesinger and Christensen 1972 3382 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S M T 220 76 16 38200 Kimball 1978 20303 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Well water
Cladoceran Daphnia magna S U T 451 725 11 2800 Shephard 1983 2868 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S U T 168 599 05 5000 European Al Association 2009 gt 2265 - Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Daphnia magna S U T 168 792 05 7950 European Al Association 2009 920 3332 3332 Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Ostracod Stenocypris major R M T 1563 651 16 310196 Shuhaimi-Othman et al 2011a 10216 10216 10216 Stenocypris Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Malaysia)
Amphipod Crangonyx pseudogracilis R U T 50 675 16 9190 Martin and Holdich 1986 12174 12174 12174 Crangonyx Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (UK)
Amphipod Hyalella azteca F M T 105 613 048 gt 5997 Wang et al 2016 Wang et al 2017 gt 28002 gt 28002 28002 gt Hyalella Invert Author reported
Stonefly Acroneuria sp S M T 474 746 11 gt 22600 Call et al 1984 gt 20498 gt 20498 20498 gt Acroneuria Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Midge Chironomus plumosus S U T 80 70 16 30000 Fargasova 2001 25361 25361 25361 Chironomus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Slovakia)
Midge Paratanytarsus dissimilis S M T 1743 728 28 gt 77700 Lamb and Bailey 1981 1983 gt 62318 gt 62318 62318 gt Paratanytarsus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Liberty Lake Washington
Rainbow trout Oncorhynchus mykiss F M T 274 758 05 gt 9840 Gundersen et al 1994 gt 5745 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 452 762 05 gt 8070 Gundersen et al 1994 gt 5212 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 895 758 05 gt 8160 Gundersen et al 1994 gt 6807 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1304 758 05 gt 8200 Gundersen et al 1994 gt 7662 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 232 825 05 6170 Gundersen et al 1994 1190 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 350 826 05 6170 Gundersen et al 1994 1523 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 836 829 05 7670 Gundersen et al 1994 3205 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1158 830 05 6930 Gundersen et al 1994 3554 3661 3661 Oncorhynchus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Atlantic salmon Salmo salar S U T 68 55 05 584 Hamilton and Haines 1995 21042 - Salmo Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Atlantic salmon Salmo salar S U T 68 65 05 599 Hamilton and Haines 1995 2430 7151 7151 Salmo Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Brook trout Salvelinus fontinalis S U T 40 56 16 6530 Tandjung 1982 31767 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 18 56 16 3400 Tandjung 1982 28391 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 2 56 16 370 Tandjung 1982 13663 23097 23097 Salvelinus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green sunfish Lepomis cyanellus S M T 474 755 11 gt 50000 Call et al 1984 gt 24028 gt 24028 24028 gt Lepomis Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Rio Grande silvery minnow Hybognathus amarus R M T 140 81 05 gt 59100 Buhl 2002 gt 39414 gt 39414 39414 gt Hybognathus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Fathead minnow Pimephales promelas S M T 474 761 11 gt 48200 Call et al 1984 gt 21522 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas S M T 474 805 11 gt 49800 Call et al 1984 gt 12972 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas R M T 26 78 05 1160 ENSR 1992c 477 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 46 76 05 8180 ENSR 1992c 5446 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 96 81 05 20300 ENSR 1992c 10966 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 194 81 05 44800 ENSR 1992c 35847 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 140 81 05 gt 59100 Buhl 2002 gt 39414 10168 10168 Pimephales Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Smallmouth bass Micropterus dolomieui S M T 1245 505 16 130 Kane and Rabeni 1987 3929 3929 3929 Micropterus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green tree frog Hyla cinerea R M T 455 549 05 gt 4052 Jung and Jagoe 1995 gt 20016 gt 20016 20016 gt Hyla Amphibian Value is from 2007 FW Cu AWQC Appendix C recommendation artificial soft recon
Normalization Chemistry
pH 7 FAV 2741
Hardness 100 CMC 1400
DOC 1 CCC 390
Acute Ranked GMAV Chronic Ranked GMCV
Rank GMAV Genus Rank GMCV Genus
18 gt 62318 Paratanytarsus Invert 12 17098 Aeolosoma Invert
17 gt 39414 Hybognathus Fish 11 gt 9746 Rana Amphib - Other Data
16 35462 Physa Mollusk 10 5908 Chironomus Invert
15 gt 29834 Lampsilis Mollusk 9 4877 Lymnaea Mollusk
14 gt 28002 Hyalella Invert 8 2555 Brachionus Invert
13 25361 Chironomus Invert 7 2488 Pimephales Fish
12 gt 24028 Lepomis Fish 6 1713 Hyalella Invert
11 23097 Salvelinus Fish 5 1182 Ceriodaphnia Invert
10 gt 20498 Acroneuria Invert 4 1102 Danio Fish
9 gt 20016 Hyla Amphibian 3 1042 Lampsilis Mollusk
8 12174 Crangonyx Invert 2 591 Salvelinus Fish
7 10216 Stenocypris Invert 1 509 Salmo Fish
6 10168 Pimephales Fish
5 7328 Ceriodaphnia Invert
4 7151 Salmo Fish
3 3929 Micropterus Fish
2 3661 Oncorhynchus Fish
1 3332 Daphnia Invert
N Rank Genus GMAV ln(GMAV) ln(GMAV)2 P=R(N+1) sqrt(P) N Rank Genus GMCV ln(GMCV) ln(GMCV)2 P=R(N+1) sqrt(P)
18 4 Salmo 7151 887 7876 0211 0459 12 4 Danio 1102 700 4907 0308 0555
3 Micropterus 3929 828 6849 0158 0397 3 Lampsilis 1042 695 4829 0231 0480
2 Oncorhynchus 3661 821 6733 0105 0324 2 Salvelinus 591 638 4074 0154 0392
1 Daphnia 3332 811 6579 0053 0229 1 Salmo 509 623 3883 0077 0277
Sum 3347 2804 0526 141 Sum 2657 1769 0769 170
S2 = 1223 S2 = 1080
L = 7134 L = 5242
A = 7916 A = 5976
FAV = 2741 FCV = 3940
CMC = 1371
All concentrations reported are microgL total Aluminum
lt-----Click Button after entering data
ENTER DATA HERE ERRORNUM ACUTE CHRONIC
Rank 1 Rank 2 Rank 3 Rank 4 Rank 1 Rank 2 Rank 3 Rank 4
SiteName DOC(mgL) Hardness(mgL as CaCO3) pH FAV CMC CCC Genus GMAV Genus GMAV Genus GMAV Genus GMAV Genus GMCV Genus GMCV Genus GMCV Genus GMCV
Site 1 50 25 9 75428737034162 35229324666008 1800 770 Daphnia 33452 Ceriodaphnia 73576 Stenocypris 102576 Crangonyx 122230 Lampsilis 10463 Ceriodaphnia 11865 Hyalella 17200 Brachionus 25648
Site 2 50 50 9 75428737034162 31204991509063 1600 680 Daphnia 29631 Ceriodaphnia 65171 Stenocypris 90859 Crangonyx 108267 Lampsilis 9268 Ceriodaphnia 10510 Hyalella 15236 Brachionus 22718
Site 3 50 75 9 75428737034162 29067527928199 1500 640 Daphnia 27601 Ceriodaphnia 60707 Stenocypris 84635 Crangonyx 100851 Lampsilis 8633 Ceriodaphnia 9790 Hyalella 14192 Brachionus 21162
Site 4 50 100 9 75428737034162 27640367912592 1400 600 Daphnia 26246 Ceriodaphnia 57726 Stenocypris 80480 Crangonyx 95899 Lampsilis 8209 Ceriodaphnia 9309 Hyalella 13495 Brachionus 20123
Site 5 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 6 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 7 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 8 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 9 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 10 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 11 50 25 85 75428737034162 63245275664384 3200 1400 Daphnia 60055 Ceriodaphnia 132086 Stenocypris 184149 Crangonyx 219432 Lampsilis 18783 Ceriodaphnia 21301 Hyalella 30879 Brachionus 46045
Site 12 50 50 85 75428737034162 61388044609926 3100 1300 Daphnia 58291 Ceriodaphnia 128208 Stenocypris 178742 Crangonyx 212988 Lampsilis 18232 Ceriodaphnia 20676 Hyalella 29972 Brachionus 44693
Site 13 50 75 85 75428737034162 60327020429132 3000 1300 Daphnia 57284 Ceriodaphnia 125992 Stenocypris 175652 Crangonyx 209307 Lampsilis 17917 Ceriodaphnia 20318 Hyalella 29454 Brachionus 43920
Site 14 50 100 85 75428737034162 59585352130146 3000 1300 Daphnia 56580 Ceriodaphnia 124443 Stenocypris 173493 Crangonyx 206734 Lampsilis 17696 Ceriodaphnia 20068 Hyalella 29092 Salmo 41264
Site 15 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 16 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 17 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 18 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 19 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 20 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Page 8: Draft National 304(a) Aluminum Aquatic Life Criteria … · Draft National 304(a) Aluminum Aquatic Life Criteria ... [0.503×ln ... [0.494𝑝𝑝𝐻𝐻× ℎ𝑎𝑎:ln

Criteria Development Processbull All EPA Aquatic Life Criteria for Toxics undergo rigorous

scientific development and review processbull Develop criteria document draftbull Intra-agency peer review process bull Independent external peer reviewbull Revisions based on external peer review

Intra-agency review of draft criteria documentbull Release to the public in draft form to obtain scientific views

Revisions considering public comments Intra-agency review of final criteria document

bull Publication of final criteria document bull States may then consider recommended criteria in

development and adoption of state water quality standards8

Framework for Updated Draft Aluminum Criteria

I Screen toxicological studies for high

quality data

II Consider water conditions effects on

aluminum bioavailability

III Normalize toxicity data in species

sensitivity distribution to a set of water quality conditions

IV Construct sensitivity distribution to determine criteria

at set conditions

9

I Screen toxicological studies for high quality data

bull First step in all criteria developmentndash Data are evaluated based on the data quality objectives

outlined in the 1985 Guidelines methodology and other toxicity testing recommendations (ie EPA ASTM)

ndash High quality data are used quantitatively to develop criteria magnitudes

ndash Lower quality data are used qualitatively if appropriatendash Lowest quality data are considered unacceptable and not

usedbull Data are grouped into acute and chronic exposures

10

Aluminum Toxicity Databull The updated freshwater aluminum criteria meets the

acute and chronic minimum data requirements outlined in EPArsquos 1985 Guidelines

InvertebrateSpecies

Fish Species

AmphibianSpecies

Total Genera

Acute1988 AWQC 8 7 - 142017 Draft AWQC 11 8 1 18

Chronic1988 AWQC 2 1 - 32017 Draft AWQC 7 4 - 11

11 1988 AWQC Chronic CCC based on two studies for the striped

bass and brook trout

Aluminum Toxicity Data Freshwater mussels have been

suggested to be potentially sensitive to aluminum

EPA worked collaboratively with USGSrsquos Columbia Environmental Research Center (CERC) to have acute and chronic aluminum toxicity tests conducted with a unionid mussel (fatmucket Lampsilis siliquoidea) in water-only exposures to obtain additional data on invertebrates New data on amphipod (Hyalella azteca)

were collected to confirm laboratory conditions

12

Aluminum Toxicity Data

13

bull New data and models examinedndash Data submitted to EU REACH program

bull New freshwater aluminum toxicity data generated by Oregon State University

bull 2016 BLM model provided by the European Aluminum Association

ndash Saltwater data provided by Australia bull Insufficient data to develop estuarinemarine acute or chronic

criteria at this timendash Multiple Linear Regression (MLR) model developed by

DeForest et al 2017bull DeForest DK KV Brix LM Tear and WJ Adams 2017 Multiple Linear Regression (MLR) models for predicting chronic aluminum

toxicity to freshwater aquatic organisms and developing water quality guidelines Environ Toxicol Chem (DOI101002etc3922)

14

Minimum Dataset For Freshwater Criteria Derivation

SALMONID SECONDFISHFAMILY

CHORDATA

PLANKTONICCRUSTACEAN

BENTHIC CRUSTACEAN

INSECT ROTIFERA ANNELIDA MOLLUSCA

OTHERINSECT ORMOLLUSCA

EstuarineMarine Minimum Data Requirements

15

Family Minimum Data Requirement EstuarineMarine

Acute(Phylum Family Genus)

Chronic(Phylum Family Genus)

Family in the phylum Chordata - -

Family in the phylum Chordata - -

Either the Mysidae or Penaeidae family - -

Family in a phylum other than Arthropoda or Chordata Mollusca Ostreidae Crassostrea -

Family in a phylum other than Chordata Annelida Nereididae Neanthes -

Family in a phylum other than Chordata Annelida Capitellidae Capitella -

Family in a phylum other than Chordata Annelida Ctenodrilidae Ctenodrilus -

Any other family Arthropoda Ameiridae Nitokra -

II Evaluate water quality conditions to determine applicability

bull Criteria are often based on one or more water quality conditions (eg hardness) that affect toxicity of the material to test organisms

bull Aluminum toxicity is highly dependent on the pH of the test waterndash The pH of test waters affects the amount and form

of aluminum that is bioavailable to test speciesndash Hardness and DOC (Dissolved Organic Carbon)

also influence the amount of aluminum that is bioavailable

16

Multiple Bioavailability Modeling Approaches Underwent External Peer Review

17

bull Biotic Ligand Modelsbull Full aluminum BLM (2016 model version) ndash Temperature pH

Dissolved organic carbon (DOC) Major cations (calcium [Ca] magnesium [Mg] sodium [Na] and potassium [K]) Major anions (sulfate [SO4] and chloride [Cl]) Alkalinity and Sulfide

bull Simplified aluminum BLM - pH hardness DOC temperature

bull Multilinear Regression Equationsbull pH and Hardness

Accounting for Effects of Water Chemistry on Bioavailability and Toxicity

bull Water quality criteria can be modified quantitatively when enough data are available to demonstrate that those conditions similarly affect the results with a variety of speciesndash High quality data in the draft aluminum document demonstrated

that pH DOC and hardness affected a variety of species in a similar way when exposed to aluminum concentrations

bull Recent publications by Cardwell et al (2017) and Gensemer et al (2017) summarized short-term aluminum chronic toxicity data across a range of DOC pH and hardness values for three species

18

Multiple Linear Regression (MLR) Models to Account for Effects of Water Chemistry

bull MLR models were developed for each species (DeForest et al 2017)ndash 119862119862 119889119889119906119906119887119887119894119894119886119886 11986411986411986211986220=119890119890[minus41026+[0525timesln(119863119863119874119874119862119862)]+[2201timesln(ℎ119886119886119903119903119889119889)]+(11282times119901119901119867119867)minus(0633times1199011199011198671198672)minus[0264times119901119901119867119867ln(ℎ119886119886119903119903119889119889)]]

ndash 119875119875 119901119901119903119903119900119900119898119898119890119890119897119897119886119886119904119904 11986411986411986211986220=119890119890[minus14029+[0503timesln(119863119863119874119874119862119862)]+[3443timesln(ℎ119886119886119903119903119889119889)]+(3131times119901119901119867119867)minus[0494times119901119901119867119867ln(ℎ119886119886119903119903119889119889)]]

bull These models were applied to both the acute and chronic aluminum toxicity datandash The C dubia model was applied to invertebrate datandash The P promelas model was applied to vertebrate data

19

III Normalize toxicity data in species sensitivity distribution to a set of water

quality conditionsbull Just like single parameter hardness models the MLR

models were used to normalize the aluminum toxicity data to a single set of water quality conditionsndash As an illustration for one set of calculations the draft

aluminum AWQC set these conditions to pH 7 hardness of 100 mgL and DOC of 1 mgL

bull This allows for comparisons to be made between species based on their sensitivity to aluminumndash Apples to apples

20

IV Construct sensitivity distribution to determine criteria at set conditions

21

Figure 8 Ranked Summary of Total Aluminum Genus Mean Acute Values (GMAVs) - Freshwater at pH 7 Hardness of 100 mgL and DOC of 1 mgL

IV Construct sensitivity distribution to determine criteria at set conditions

22

Figure 10 Ranked Summary of Total Aluminum Genus Mean Chronic Values (GMCVs) ndash Freshwater Supplemented with Other Data to Fulfill Missing MDRs at pH 7 Hardness of 100 mgL and DOC of 1 mgL

Aluminum Criteria Calculatorbull The relative ranking of genera in the sensitivity

distribution to which the toxicity data are normalized will change based on the set of water chemistry conditions (ie pH hardness and DOC)

bull To make calculating aluminum criteria easier EPA developed an Aluminum Criteria Calculatorndash Automated so that user only needs to enter water chemistry

conditions of interestndash Allows quick calculations for a variety of conditionsndash Limits calculations to the recommended conditions for which

the MLR models were developed were specified for hardness and DOC

bull No extrapolation beyond hardness and DOC empirical data bounds

23

Aluminum Criteria Calculator SD Example

24

pH=7 Hardness=100 DOC=1 pH=6 Hardness=25 DOC=1

Chronic Ranked GMCVRank GMCV Genus

12 17098 Aeolosoma Invert11 gt 9746 Rana Amphib - Other Data10 5908 Chironomus Invert

9 4877 Lymnaea Mollusk8 2555 Brachionus Invert7 2488 Pimephales Fish6 1713 Hyalella Invert5 1182 Ceriodaphnia Invert4 1102 Danio Fish3 1042 Lampsilis Mollusk2 591 Salvelinus Fish1 509 Salmo Fish

FCV = 3940 microgL total aluminum

Chronic Ranked GMCVRank GMCV Genus

12 gt 2131 Rana Amphib - Other Data11 1710 Aeolosoma Invert10 591 Chironomus Invert

9 544 Pimephales Fish8 488 Lymnaea Mollusk7 255 Brachionus Invert6 241 Danio Fish5 171 Hyalella Invert4 129 Salvelinus Fish3 118 Ceriodaphnia Invert2 111 Salmo Fish1 104 Lampsilis Mollusk

FCV = 987 microgL total aluminum

Multiple Scenarios

Run Scenarios

Summary Sheet

Acute Dataset

Chronic Dataset

Multiple Scenarios

Run Scenarios

Summary Sheet

Acute Dataset

Chronic Dataset

Boundaries of the Criteria Outputsbull MLR models were developed using data that

encompassndash DOC range of 008-5 mgLndash Hardness range of 98-127 mgL (as CaCO3)ndash pH range of 6-81

bull MLR criteria outputs are bounded atndash Maximum of 150 mgL total hardness (as CaCO3)

ndash DOC of 50 mgLndash pH range of the model is 50 to 90

25

Aluminum Criteria Look-Up Tables

26

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=05 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 23 a 14 b 69 c 160 f 350 f 620 i 540 b 410 a 230 a

50 43 a 24 b 100 d 170 f 310 f 630 f 670 j 400 a 200 a

75 61 a 33 b 130 e 180 f 290 f 530 f 730 i 390 a 190 a

100 78 a 41 b 150 e 190 f 280 g 460 f 770 c 390 a 180 a

150 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

200 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

250 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

300 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

350 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

400 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

Aluminum Criteria Look-Up Tables

27

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=10 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 33 a 21 b 99 c 220 f 490 f 900 i 780 b 590 a 330 a

50 61 a 35 b 150 e 250 f 440 f 890 f 960 j 580 a 290 a

75 88 a 47 b 180 e 260 f 410 f 740 f 1100 i 570 a 270 a

100 11 a 59 b 210 e 270 f 390 g 650 f 1100 c 560 b 260 a

150 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

200 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

250 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

300 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

350 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

400 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

Aluminum Criteria Look-Up Tables

28

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=25 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 54 a 34 b 160 c 350 f 770 f 1500 i 1300 b 960 a 540 a

50 99 a 57 b 230 e 390 f 690 f 1400 f 1600 j 930 a 470 a

75 14 a 77 b 290 e 410 f 640 f 1200 f 1700 i 920 a 440 a

100 18 a 96 b 330 e 420 f 620 g 1000 f 1800 d 920 b 420 a

150 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

200 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

250 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

300 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

350 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

400 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

Aluminum Criteria Look-Up Tables

29

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=50 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 77 a 49 b 230 c 500 f 1100 f 2100 c 1900 b 1400 a 770 a

50 14 a 82 b 330 e 540 f 970 f 2000 f 2200 j 1300 a 680 a

75 20 a 110 b 410 e 570 f 900 f 1600 f 2500 i 1300 a 640 a

100 26 a 140 b 460 f 590 f 880 g 1400 f 2500 d 1300 b 600 a

150 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

200 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

250 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

300 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

350 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

400 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

Status

30

bull Draft Document Released to the Federal Register on 72817ndash Public comment period of 60 days ndash Due Date for Comments is 92617

bull Revisions will be made considering public commentsbull Subsequent EPA intra-agency review of final criteria

document will then be conducted bull Publication of final criteria document planned for Late Fall

2017

Federal Register Webpagehttpswwwfederalregistergovdocuments201

707282017-15968request-for-scientific-views-draft-updated-aquatic-life-ambient-water-quality-criteria-for-aluminum

Aluminum Criteria Webpagehttpswwwepagovwqc2017-draft-aquatic-life-

criteria-aluminum-freshwater-documents

31

Contact Information

Aluminum Criteria Lead Diana EignorEignorDianaepagov

202-566-1143

Kathryn Gallagher Branch Chiefgallagherkathrynepagov

202-564-1398 32

  • Draft National 304(a) Aluminum Aquatic Life Criteria
  • Slide Number 2
  • Overview
  • Sources of Aluminum
  • Current 1988 Aluminum Criteria
  • Current 1988 Aluminum Criteria
  • Aluminum Standards
  • Criteria Development Process
  • Framework for Updated Draft Aluminum Criteria
  • I Screen toxicological studies for high quality data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Slide Number 14
  • EstuarineMarine Minimum Data Requirements
  • II Evaluate water quality conditions to determine applicability
  • Multiple Bioavailability Modeling Approaches Underwent External Peer Review
  • Accounting for Effects of Water Chemistry on Bioavailability and Toxicity
  • Multiple Linear Regression (MLR) Models to Account for Effects of Water Chemistry
  • III Normalize toxicity data in species sensitivity distribution to a set of water quality conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • Aluminum Criteria Calculator
  • Aluminum Criteria Calculator SD Example
  • Boundaries of the Criteria Outputs
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Status
  • Slide Number 31
  • Contact Information
Appendix C Acceptable Chronic Toxicity Data of Aluminum to Freshwater Aquatic Animals
MLR equation
Species Hardness (mgL as CaCO3) pH DOC(mgL) EC20 Endpoint EC20(microgL) Normalized Conc- EC20(microgL) SMCV-EC20(microgL) GMCV-EC20(microgL) Genus DOC Notes Dilution water
Oligochaete Aeolosoma sp 48 6 025 Reproduction (population size) 1235 1710 1710 1710 Aeolosoma Invert Author reported half the detection limit
Rotifer Brachionus calyciflorus 100 62 025 Reproduction (population size) 431 255 255 255 Brachionus Invert Author reported half the detection limit
Great pond snail Lymnaea stagnalis 117 61 025 Biomass 746 488 488 488 Lymnaea Mollusk Author reported half the detection limit
Fatmucket Lampsilis siliquoidea 1055 604 040 Biomass 169 104 104 104 Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia 50 715 11 Reproduction - youngstarting adult 1780 190 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia 26 73 05 Reproduction - youngfemale 1557 272 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 46 75 05 Reproduction - youngfemale 8087 110 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 96 79 05 Reproduction - youngfemale 6519 80 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 194 81 05 Reproduction - youngfemale 6836 89 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 255 703 05 Reproduction (youngfemale) 250 56 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 713 05 Reproduction (youngfemale) 860 106 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 25 798 05 Reproduction (youngfemale) 700 101 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 61 803 05 Reproduction (youngfemale) 1010 136 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 810 05 Reproduction (youngfemale) 870 116 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 255 633 05 Reproduction (youngfemale) 260 176 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 121 636 05 Reproduction (youngfemale) 390 110 118 118 Ceriodaphnia Invert Author reported
Amphipod Hyalella azteca 95 61 051 Biomass (28 d) 1993 101 Hyalella Author reported
Amphipod Hyalella azteca 106 604 033 Biomass (28 d) 425 289 171 171 Hyalella Invert Author reported
Midge Chironomus riparius 118 558 18 Adult midge emergence 2955 119 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 119 505 18 Adult midge emergence 8442 2258 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 91 66 051 Reproduction ( of eggscase) 3387 766 591 591 Chironomus Invert Author reported
Atlantic salmon Salmo salar 127 57 18 Biomass 6156 1112 1112 1112 Salmo Fish Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Brook trout Salvelinus fontinalis 123 655 19 Biomass 1644 59 Salvelinus Author reported wellRO mix
Brook trout Salvelinus fontinalis 128 565 18 Biomass 1435 283 1293 1293 Salvelinus Fish Author reported wellRO mix
Fathead minnow Pimephales promelas 220 770 16 Biomass 6194 781 Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation well water
Fathead minnow Pimephales promelas 96 620 025 Fry survival 4286 379 544 544 Pimephales Fish Author reported half the detection limit
Zebrafish Danio rerio 83 61 025 Biomass 2344 241 241 241 Danio Fish Author reported half the detection limit
Wood frog Rana sylvatica 115 469 16 MATC-survival gt 2000 gt 2131 gt 2131 2131 gt Rana Amphib - Other Data Value is from 2007 FW Cu AWQC Appendix C recommendation aged tap water
Appendix A Acceptable Acute Toxicity Data of Aluminum to Freshwater Aquatic Animals
Species Methoda Hardness (mgL as CaCO3) pH DOC(mgL) LC50 or EC50 Conc (microgL) Reference Normalized Conc - LC50(microgL) Species Mean Acute Value(microgL) Genus Mean Acute Value(microgL) Genus DOC Note Dilution water
Snail Physa sp S M T 474 659 11 gt 23400 Call 1984 Call et al 1984 gt 4843 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 755 11 30600 Call 1984 Call et al 1984 2699 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 817 11 gt 24700 Call 1984 Call et al 1984 gt 2404 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 746 11 55500 Call 1984 Call et al 1984 5034 3546 3546 Physa Mollusk Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Fatmucket Lampsilis siliquoidea F M T 1060 612 048 gt 6302 Wang et al 2016 Wang et al 2017 gt 2983 gt 2983 2983 gt Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia S M A 500 742 11 1900 McCauley et al 1986 173 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia S M A 505 786 11 1500 McCauley et al 1986 129 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation UW-S Lake Superior lab water
Cladoceran Ceriodaphnia dubia S M A 500 813 11 2560 McCauley et al 1986 243 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia R M T 26 75 05 720 ENSR 1992d 111 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 46 76 05 1880 ENSR 1992d 250 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 96 78 05 2450 ENSR 1992d 289 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 3727 Fort and Stover 1995 500 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 5673 Fort and Stover 1995 761 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 89 76 05 2880 Soucek et al 2001 336 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U T 106 601 05 7112 European Al Association 2009 169 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 605 2 6865 European Al Association 2009 709 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 609 4 15581 European Al Association 2009 1007 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 601 05 681 European Al Association 2009 162 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 603 05 1630 European Al Association 2009 367 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 597 05 1785 European Al Association 2009 473 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 592 05 1410 European Al Association 2009 429 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 699 05 gt 1300 European Al Association 2009 gt 419 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 785 05 gt 5000 European Al Association 2009 gt 796 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 68 2 gt 10000 European Al Association 2009 gt 2076 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 782 2 gt 15000 European Al Association 2009 gt 1163 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 677 4 gt 10000 European Al Association 2009 gt 1516 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 766 4 gt 15000 European Al Association 2009 gt 861 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 79 05 gt 2000 European Al Association 2009 gt 315 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 789 05 gt 2000 European Al Association 2009 gt 316 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 604 05 1108 European Al Association 2009 85 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 598 2 11371 European Al Association 2009 482 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 573 4 80467 European Al Association 2009 4357 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 671 05 gt 10000 European Al Association 2009 gt 2379 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 783 05 gt 5000 European Al Association 2009 gt 634 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 679 2 gt 10000 European Al Association 2009 gt 1039 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 767 2 gt 15000 European Al Association 2009 gt 908 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 668 4 gt 15000 European Al Association 2009 gt 1246 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 762 4 gt 15000 European Al Association 2009 gt 633 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 606 2 33868 European Al Association 2009 792 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 56 4 104842 European Al Association 2009 4880 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 693 05 gt 5000 European Al Association 2009 gt 713 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 788 05 gt 5000 European Al Association 2009 gt 590 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 676 2 gt 15000 European Al Association 2009 gt 1212 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 771 2 gt 15000 European Al Association 2009 gt 810 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 66 4 gt 15000 European Al Association 2009 gt 1014 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 76 4 gt 15000 European Al Association 2009 gt 555 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11971 European Al Association 2010 270 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 27478 European Al Association 2010 619 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11998 European Al Association 2010 270 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 607 05 92495 European Al Association 2010 188 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 609 05 31337 European Al Association 2010 604 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 61 05 33235 European Al Association 2010 624 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 708 05 gt 8864 European Al Association 2010 gt 253 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 779 05 gt 42783 European Al Association 2010 gt 693 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 753 05 13204 European Al Association 2010 24 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 601 05 46326 European Al Association 2010 380 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 599 05 gt 8590 European Al Association 2010 gt 737 509 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia reticulata F M T 451 60 11 304 Shephard 1983 201 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia reticulata F M T 40 55 11 362 Shephard 1983 5531 1054 733 Ceriodaphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake SuperiorDI Mix
Cladoceran Daphnia magna S U NR 453 774 11 3900 Biesinger and Christensen 1972 338 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S M T 220 76 16 38200 Kimball 1978 2030 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Well water
Cladoceran Daphnia magna S U T 451 725 11 2800 Shephard 1983 287 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S U T 168 599 05 5000 European Al Association 2009 gt 227 - Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Daphnia magna S U T 168 792 05 7950 European Al Association 2009 92 333 333 Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Ostracod Stenocypris major R M T 1563 651 16 310196 Shuhaimi-Othman et al 2011a 1022 1022 1022 Stenocypris Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Malaysia)
Amphipod Crangonyx pseudogracilis R U T 50 675 16 9190 Martin and Holdich 1986 1217 1217 1217 Crangonyx Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (UK)
Amphipod Hyalella azteca F M T 105 613 048 gt 5997 Wang et al 2016 Wang et al 2017 gt 2800 gt 2800 2800 gt Hyalella Invert Author reported
Stonefly Acroneuria sp S M T 474 746 11 gt 22600 Call et al 1984 gt 2050 gt 2050 2050 gt Acroneuria Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Midge Chironomus plumosus S U T 80 70 16 30000 Fargasova 2001 2536 2536 2536 Chironomus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Slovakia)
Midge Paratanytarsus dissimilis S M T 1743 728 28 gt 77700 Lamb and Bailey 1981 1983 gt 6232 gt 6232 6232 gt Paratanytarsus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Liberty Lake Washington
Rainbow trout Oncorhynchus mykiss F M T 274 758 05 gt 9840 Gundersen et al 1994 gt 1256 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 452 762 05 gt 8070 Gundersen et al 1994 gt 1140 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 895 758 05 gt 8160 Gundersen et al 1994 gt 1489 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1304 758 05 gt 8200 Gundersen et al 1994 gt 1676 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 232 825 05 6170 Gundersen et al 1994 260 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 350 826 05 6170 Gundersen et al 1994 333 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 836 829 05 7670 Gundersen et al 1994 701 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1158 830 05 6930 Gundersen et al 1994 777 801 801 Oncorhynchus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Atlantic salmon Salmo salar S U T 68 55 05 584 Hamilton and Haines 1995 4602 - Salmo Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Atlantic salmon Salmo salar S U T 68 65 05 599 Hamilton and Haines 1995 531 1564 1564 Salmo Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Brook trout Salvelinus fontinalis S U T 40 56 16 6530 Tandjung 1982 6947 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 18 56 16 3400 Tandjung 1982 6209 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 2 56 16 370 Tandjung 1982 2988 5051 5051 Salvelinus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green sunfish Lepomis cyanellus S M T 474 755 11 gt 50000 Call et al 1984 gt 5255 gt 5255 5255 gt Lepomis Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Rio Grande silvery minnow Hybognathus amarus R M T 140 81 05 gt 59100 Buhl 2002 gt 8620 gt 8620 8620 gt Hybognathus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Fathead minnow Pimephales promelas S M T 474 761 11 gt 48200 Call et al 1984 gt 4707 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas S M T 474 805 11 gt 49800 Call et al 1984 gt 2837 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas R M T 26 78 05 1160 ENSR 1992c 104 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 46 76 05 8180 ENSR 1992c 1191 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 96 81 05 20300 ENSR 1992c 2398 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 194 81 05 44800 ENSR 1992c 7839 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 140 81 05 gt 59100 Buhl 2002 gt 8620 2224 2224 Pimephales Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Smallmouth bass Micropterus dolomieui S M T 1245 505 16 130 Kane and Rabeni 1987 859 859 859 Micropterus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green tree frog Hyla cinerea R M T 455 549 05 gt 4052 Jung and Jagoe 1995 gt 4377 gt 4377 4377 gt Hyla Amphibian Value is from 2007 FW Cu AWQC Appendix C recommendation artificial soft recon
Normalization Chemistry
pH 6 FAV 360
Hardness 25 CMC 180
DOC 1 CCC 99
Acute Ranked GMAV Chronic Ranked GMCV
Rank GMAV Genus Rank GMCV Genus
18 gt 8620 Hybognathus Fish 12 gt 2131 Rana Amphib - Other Data
17 gt 6232 Paratanytarsus Invert 11 1710 Aeolosoma Invert
16 gt 5255 Lepomis Fish 10 591 Chironomus Invert
15 5051 Salvelinus Fish 9 544 Pimephales Fish
14 gt 4377 Hyla Amphibian 8 488 Lymnaea Mollusk
13 3546 Physa Mollusk 7 255 Brachionus Invert
12 gt 2983 Lampsilis Mollusk 6 241 Danio Fish
11 gt 2800 Hyalella Invert 5 171 Hyalella Invert
10 2536 Chironomus Invert 4 129 Salvelinus Fish
9 2224 Pimephales Fish 3 118 Ceriodaphnia Invert
8 gt 2050 Acroneuria Invert 2 111 Salmo Fish
7 1564 Salmo Fish 1 104 Lampsilis Mollusk
6 1217 Crangonyx Invert
5 1022 Stenocypris Invert
4 859 Micropterus Fish
3 801 Oncorhynchus Fish
2 733 Ceriodaphnia Invert
1 333 Daphnia Invert
N Rank Genus GMAV ln(GMAV) ln(GMAV)2 P=R(N+1) sqrt(P) N Rank Genus GMCV ln(GMCV) ln(GMCV)2 P=R(N+1) sqrt(P)
18 4 Micropterus 859 676 4564 0211 0459 12 4 Salvelinus 129 486 2364 0308 0555
3 Oncorhynchus 801 669 4469 0158 0397 3 Ceriodaphnia 118 477 2277 0231 0480
2 Ceriodaphnia 733 660 4352 0105 0324 2 Salmo 111 471 2220 0154 0392
1 Daphnia 333 581 3374 0053 0229 1 Lampsilis 104 465 2159 0077 0277
Sum 2585 1676 0526 141 Sum 1899 902 0769 170
S2 = 1987 S2 = 059
L = 4890 L = 4420
A = 5887 A = 4592
FAV = 360 FCV = 987
CMC = 180
All concentrations reported are microgL total Aluminum
lt-----Click Button after entering data
ENTER DATA HERE ERRORNUM ACUTE CHRONIC
Rank 1 Rank 2 Rank 3 Rank 4 Rank 1 Rank 2 Rank 3 Rank 4
SiteName DOC(mgL) Hardness(mgL as CaCO3) pH FAV CMC CCC Genus GMAV Genus GMAV Genus GMAV Genus GMAV Genus GMCV Genus GMCV Genus GMCV Genus GMCV
Site 1 50 25 9 75428737034162 35229324666008 1800 770 Daphnia 33452 Ceriodaphnia 73576 Stenocypris 102576 Crangonyx 122230 Lampsilis 10463 Ceriodaphnia 11865 Hyalella 17200 Brachionus 25648
Site 2 50 50 9 75428737034162 31204991509063 1600 680 Daphnia 29631 Ceriodaphnia 65171 Stenocypris 90859 Crangonyx 108267 Lampsilis 9268 Ceriodaphnia 10510 Hyalella 15236 Brachionus 22718
Site 3 50 75 9 75428737034162 29067527928199 1500 640 Daphnia 27601 Ceriodaphnia 60707 Stenocypris 84635 Crangonyx 100851 Lampsilis 8633 Ceriodaphnia 9790 Hyalella 14192 Brachionus 21162
Site 4 50 100 9 75428737034162 27640367912592 1400 600 Daphnia 26246 Ceriodaphnia 57726 Stenocypris 80480 Crangonyx 95899 Lampsilis 8209 Ceriodaphnia 9309 Hyalella 13495 Brachionus 20123
Site 5 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 6 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 7 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 8 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 9 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 10 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 11 50 25 85 75428737034162 63245275664384 3200 1400 Daphnia 60055 Ceriodaphnia 132086 Stenocypris 184149 Crangonyx 219432 Lampsilis 18783 Ceriodaphnia 21301 Hyalella 30879 Brachionus 46045
Site 12 50 50 85 75428737034162 61388044609926 3100 1300 Daphnia 58291 Ceriodaphnia 128208 Stenocypris 178742 Crangonyx 212988 Lampsilis 18232 Ceriodaphnia 20676 Hyalella 29972 Brachionus 44693
Site 13 50 75 85 75428737034162 60327020429132 3000 1300 Daphnia 57284 Ceriodaphnia 125992 Stenocypris 175652 Crangonyx 209307 Lampsilis 17917 Ceriodaphnia 20318 Hyalella 29454 Brachionus 43920
Site 14 50 100 85 75428737034162 59585352130146 3000 1300 Daphnia 56580 Ceriodaphnia 124443 Stenocypris 173493 Crangonyx 206734 Lampsilis 17696 Ceriodaphnia 20068 Hyalella 29092 Salmo 41264
Site 15 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 16 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 17 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 18 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 19 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 20 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Appendix C Acceptable Chronic Toxicity Data of Aluminum to Freshwater Aquatic Animals
MLR equation
Species Hardness (mgL as CaCO3) pH DOC(mgL) EC20 Endpoint EC20(microgL) Normalized Conc- EC20(microgL) SMCV-EC20(microgL) GMCV-EC20(microgL) Genus DOC Notes Dilution water
Oligochaete Aeolosoma sp 48 6 025 Reproduction (population size) 1235 17098 17098 17098 Aeolosoma Invert Author reported half the detection limit
Rotifer Brachionus calyciflorus 100 62 025 Reproduction (population size) 431 2555 2555 2555 Brachionus Invert Author reported half the detection limit
Great pond snail Lymnaea stagnalis 117 61 025 Biomass 746 4877 4877 4877 Lymnaea Mollusk Author reported half the detection limit
Fatmucket Lampsilis siliquoidea 1055 604 040 Biomass 169 1042 1042 1042 Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia 50 715 11 Reproduction - youngstarting adult 1780 1898 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia 26 73 05 Reproduction - youngfemale 1557 2718 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 46 75 05 Reproduction - youngfemale 8087 1102 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 96 79 05 Reproduction - youngfemale 6519 796 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 194 81 05 Reproduction - youngfemale 6836 888 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 255 703 05 Reproduction (youngfemale) 250 563 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 713 05 Reproduction (youngfemale) 860 1061 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 25 798 05 Reproduction (youngfemale) 700 1006 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 61 803 05 Reproduction (youngfemale) 1010 1363 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 810 05 Reproduction (youngfemale) 870 1164 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 255 633 05 Reproduction (youngfemale) 260 1758 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 121 636 05 Reproduction (youngfemale) 390 1101 1182 1182 Ceriodaphnia Invert Author reported
Amphipod Hyalella azteca 95 61 051 Biomass (28 d) 1993 1014 Hyalella Author reported
Amphipod Hyalella azteca 106 604 033 Biomass (28 d) 425 2895 1713 1713 Hyalella Invert Author reported
Midge Chironomus riparius 118 558 18 Adult midge emergence 2955 1192 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 119 505 18 Adult midge emergence 8442 22578 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 91 66 051 Reproduction ( of eggscase) 3387 7664 5908 5908 Chironomus Invert Author reported
Atlantic salmon Salmo salar 127 57 18 Biomass 6156 5085 5085 5085 Salmo Fish Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Brook trout Salvelinus fontinalis 123 655 19 Biomass 1644 270 Salvelinus Author reported wellRO mix
Brook trout Salvelinus fontinalis 128 565 18 Biomass 1435 1295 5914 5914 Salvelinus Fish Author reported wellRO mix
Fathead minnow Pimephales promelas 220 770 16 Biomass 6194 3569 Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation well water
Fathead minnow Pimephales promelas 96 620 025 Fry survival 4286 1734 2488 2488 Pimephales Fish Author reported half the detection limit
Zebrafish Danio rerio 83 61 025 Biomass 2344 1102 1102 1102 Danio Fish Author reported half the detection limit
Wood frog Rana sylvatica 115 469 16 MATC-survival gt 2000 gt 9746 gt 9746 9746 gt Rana Amphib - Other Data Value is from 2007 FW Cu AWQC Appendix C recommendation aged tap water
Appendix A Acceptable Acute Toxicity Data of Aluminum to Freshwater Aquatic Animals
Species Methoda Hardness (mgL as CaCO3) pH DOC(mgL) LC50 or EC50 Conc (microgL) Reference Normalized Conc - LC50(microgL) Species Mean Acute Value(microgL) Genus Mean Acute Value(microgL) Genus DOC Note Dilution water
Snail Physa sp S M T 474 659 11 gt 23400 Call 1984 Call et al 1984 gt 48425 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 755 11 30600 Call 1984 Call et al 1984 26986 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 817 11 gt 24700 Call 1984 Call et al 1984 gt 24040 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 746 11 55500 Call 1984 Call et al 1984 50338 35462 35462 Physa Mollusk Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Fatmucket Lampsilis siliquoidea F M T 1060 612 048 gt 6302 Wang et al 2016 Wang et al 2017 gt 29834 gt 29834 29834 gt Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia S M A 500 742 11 1900 McCauley et al 1986 1728 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia S M A 505 786 11 1500 McCauley et al 1986 1294 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation UW-S Lake Superior lab water
Cladoceran Ceriodaphnia dubia S M A 500 813 11 2560 McCauley et al 1986 2431 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia R M T 26 75 05 720 ENSR 1992d 1113 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 46 76 05 1880 ENSR 1992d 2495 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 96 78 05 2450 ENSR 1992d 2894 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 3727 Fort and Stover 1995 5002 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 5673 Fort and Stover 1995 7613 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 89 76 05 2880 Soucek et al 2001 3362 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U T 106 601 05 7112 European Al Association 2009 1691 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 605 2 6865 European Al Association 2009 7088 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 609 4 15581 European Al Association 2009 10072 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 601 05 681 European Al Association 2009 1620 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 603 05 1630 European Al Association 2009 3674 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 597 05 1785 European Al Association 2009 4732 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 592 05 1410 European Al Association 2009 4295 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 699 05 gt 1300 European Al Association 2009 gt 4189 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 785 05 gt 5000 European Al Association 2009 gt 7960 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 68 2 gt 10000 European Al Association 2009 gt 20755 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 782 2 gt 15000 European Al Association 2009 gt 11626 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 677 4 gt 10000 European Al Association 2009 gt 15161 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 766 4 gt 15000 European Al Association 2009 gt 8608 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 79 05 gt 2000 European Al Association 2009 gt 3150 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 789 05 gt 2000 European Al Association 2009 gt 3156 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 604 05 1108 European Al Association 2009 850 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 598 2 11371 European Al Association 2009 4817 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 573 4 80467 European Al Association 2009 43570 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 671 05 gt 10000 European Al Association 2009 gt 23786 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 783 05 gt 5000 European Al Association 2009 gt 6344 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 679 2 gt 10000 European Al Association 2009 gt 10394 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 767 2 gt 15000 European Al Association 2009 gt 9082 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 668 4 gt 15000 European Al Association 2009 gt 12461 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 762 4 gt 15000 European Al Association 2009 gt 6332 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 606 2 33868 European Al Association 2009 7920 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 56 4 104842 European Al Association 2009 48800 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 693 05 gt 5000 European Al Association 2009 gt 7126 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 788 05 gt 5000 European Al Association 2009 gt 5898 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 676 2 gt 15000 European Al Association 2009 gt 12117 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 771 2 gt 15000 European Al Association 2009 gt 8096 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 66 4 gt 15000 European Al Association 2009 gt 10139 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 76 4 gt 15000 European Al Association 2009 gt 5545 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11971 European Al Association 2010 2699 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 27478 European Al Association 2010 6194 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11998 European Al Association 2010 2705 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 607 05 92495 European Al Association 2010 1876 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 609 05 31337 European Al Association 2010 6035 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 61 05 33235 European Al Association 2010 6238 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 708 05 gt 8864 European Al Association 2010 gt 2534 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 779 05 gt 42783 European Al Association 2010 gt 6930 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 753 05 13204 European Al Association 2010 244 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 601 05 46326 European Al Association 2010 3798 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 599 05 gt 8590 European Al Association 2010 gt 7366 5094 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia reticulata F M T 451 60 11 304 Shephard 1983 2009 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia reticulata F M T 40 55 11 362 Shephard 1983 55307 10542 7328 Ceriodaphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake SuperiorDI Mix
Cladoceran Daphnia magna S U NR 453 774 11 3900 Biesinger and Christensen 1972 3382 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S M T 220 76 16 38200 Kimball 1978 20303 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Well water
Cladoceran Daphnia magna S U T 451 725 11 2800 Shephard 1983 2868 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S U T 168 599 05 5000 European Al Association 2009 gt 2265 - Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Daphnia magna S U T 168 792 05 7950 European Al Association 2009 920 3332 3332 Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Ostracod Stenocypris major R M T 1563 651 16 310196 Shuhaimi-Othman et al 2011a 10216 10216 10216 Stenocypris Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Malaysia)
Amphipod Crangonyx pseudogracilis R U T 50 675 16 9190 Martin and Holdich 1986 12174 12174 12174 Crangonyx Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (UK)
Amphipod Hyalella azteca F M T 105 613 048 gt 5997 Wang et al 2016 Wang et al 2017 gt 28002 gt 28002 28002 gt Hyalella Invert Author reported
Stonefly Acroneuria sp S M T 474 746 11 gt 22600 Call et al 1984 gt 20498 gt 20498 20498 gt Acroneuria Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Midge Chironomus plumosus S U T 80 70 16 30000 Fargasova 2001 25361 25361 25361 Chironomus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Slovakia)
Midge Paratanytarsus dissimilis S M T 1743 728 28 gt 77700 Lamb and Bailey 1981 1983 gt 62318 gt 62318 62318 gt Paratanytarsus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Liberty Lake Washington
Rainbow trout Oncorhynchus mykiss F M T 274 758 05 gt 9840 Gundersen et al 1994 gt 5745 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 452 762 05 gt 8070 Gundersen et al 1994 gt 5212 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 895 758 05 gt 8160 Gundersen et al 1994 gt 6807 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1304 758 05 gt 8200 Gundersen et al 1994 gt 7662 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 232 825 05 6170 Gundersen et al 1994 1190 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 350 826 05 6170 Gundersen et al 1994 1523 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 836 829 05 7670 Gundersen et al 1994 3205 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1158 830 05 6930 Gundersen et al 1994 3554 3661 3661 Oncorhynchus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Atlantic salmon Salmo salar S U T 68 55 05 584 Hamilton and Haines 1995 21042 - Salmo Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Atlantic salmon Salmo salar S U T 68 65 05 599 Hamilton and Haines 1995 2430 7151 7151 Salmo Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Brook trout Salvelinus fontinalis S U T 40 56 16 6530 Tandjung 1982 31767 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 18 56 16 3400 Tandjung 1982 28391 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 2 56 16 370 Tandjung 1982 13663 23097 23097 Salvelinus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green sunfish Lepomis cyanellus S M T 474 755 11 gt 50000 Call et al 1984 gt 24028 gt 24028 24028 gt Lepomis Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Rio Grande silvery minnow Hybognathus amarus R M T 140 81 05 gt 59100 Buhl 2002 gt 39414 gt 39414 39414 gt Hybognathus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Fathead minnow Pimephales promelas S M T 474 761 11 gt 48200 Call et al 1984 gt 21522 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas S M T 474 805 11 gt 49800 Call et al 1984 gt 12972 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas R M T 26 78 05 1160 ENSR 1992c 477 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 46 76 05 8180 ENSR 1992c 5446 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 96 81 05 20300 ENSR 1992c 10966 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 194 81 05 44800 ENSR 1992c 35847 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 140 81 05 gt 59100 Buhl 2002 gt 39414 10168 10168 Pimephales Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Smallmouth bass Micropterus dolomieui S M T 1245 505 16 130 Kane and Rabeni 1987 3929 3929 3929 Micropterus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green tree frog Hyla cinerea R M T 455 549 05 gt 4052 Jung and Jagoe 1995 gt 20016 gt 20016 20016 gt Hyla Amphibian Value is from 2007 FW Cu AWQC Appendix C recommendation artificial soft recon
Normalization Chemistry
pH 7 FAV 2741
Hardness 100 CMC 1400
DOC 1 CCC 390
Acute Ranked GMAV Chronic Ranked GMCV
Rank GMAV Genus Rank GMCV Genus
18 gt 62318 Paratanytarsus Invert 12 17098 Aeolosoma Invert
17 gt 39414 Hybognathus Fish 11 gt 9746 Rana Amphib - Other Data
16 35462 Physa Mollusk 10 5908 Chironomus Invert
15 gt 29834 Lampsilis Mollusk 9 4877 Lymnaea Mollusk
14 gt 28002 Hyalella Invert 8 2555 Brachionus Invert
13 25361 Chironomus Invert 7 2488 Pimephales Fish
12 gt 24028 Lepomis Fish 6 1713 Hyalella Invert
11 23097 Salvelinus Fish 5 1182 Ceriodaphnia Invert
10 gt 20498 Acroneuria Invert 4 1102 Danio Fish
9 gt 20016 Hyla Amphibian 3 1042 Lampsilis Mollusk
8 12174 Crangonyx Invert 2 591 Salvelinus Fish
7 10216 Stenocypris Invert 1 509 Salmo Fish
6 10168 Pimephales Fish
5 7328 Ceriodaphnia Invert
4 7151 Salmo Fish
3 3929 Micropterus Fish
2 3661 Oncorhynchus Fish
1 3332 Daphnia Invert
N Rank Genus GMAV ln(GMAV) ln(GMAV)2 P=R(N+1) sqrt(P) N Rank Genus GMCV ln(GMCV) ln(GMCV)2 P=R(N+1) sqrt(P)
18 4 Salmo 7151 887 7876 0211 0459 12 4 Danio 1102 700 4907 0308 0555
3 Micropterus 3929 828 6849 0158 0397 3 Lampsilis 1042 695 4829 0231 0480
2 Oncorhynchus 3661 821 6733 0105 0324 2 Salvelinus 591 638 4074 0154 0392
1 Daphnia 3332 811 6579 0053 0229 1 Salmo 509 623 3883 0077 0277
Sum 3347 2804 0526 141 Sum 2657 1769 0769 170
S2 = 1223 S2 = 1080
L = 7134 L = 5242
A = 7916 A = 5976
FAV = 2741 FCV = 3940
CMC = 1371
All concentrations reported are microgL total Aluminum
lt-----Click Button after entering data
ENTER DATA HERE ERRORNUM ACUTE CHRONIC
Rank 1 Rank 2 Rank 3 Rank 4 Rank 1 Rank 2 Rank 3 Rank 4
SiteName DOC(mgL) Hardness(mgL as CaCO3) pH FAV CMC CCC Genus GMAV Genus GMAV Genus GMAV Genus GMAV Genus GMCV Genus GMCV Genus GMCV Genus GMCV
Site 1 50 25 9 75428737034162 35229324666008 1800 770 Daphnia 33452 Ceriodaphnia 73576 Stenocypris 102576 Crangonyx 122230 Lampsilis 10463 Ceriodaphnia 11865 Hyalella 17200 Brachionus 25648
Site 2 50 50 9 75428737034162 31204991509063 1600 680 Daphnia 29631 Ceriodaphnia 65171 Stenocypris 90859 Crangonyx 108267 Lampsilis 9268 Ceriodaphnia 10510 Hyalella 15236 Brachionus 22718
Site 3 50 75 9 75428737034162 29067527928199 1500 640 Daphnia 27601 Ceriodaphnia 60707 Stenocypris 84635 Crangonyx 100851 Lampsilis 8633 Ceriodaphnia 9790 Hyalella 14192 Brachionus 21162
Site 4 50 100 9 75428737034162 27640367912592 1400 600 Daphnia 26246 Ceriodaphnia 57726 Stenocypris 80480 Crangonyx 95899 Lampsilis 8209 Ceriodaphnia 9309 Hyalella 13495 Brachionus 20123
Site 5 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 6 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 7 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 8 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 9 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 10 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 11 50 25 85 75428737034162 63245275664384 3200 1400 Daphnia 60055 Ceriodaphnia 132086 Stenocypris 184149 Crangonyx 219432 Lampsilis 18783 Ceriodaphnia 21301 Hyalella 30879 Brachionus 46045
Site 12 50 50 85 75428737034162 61388044609926 3100 1300 Daphnia 58291 Ceriodaphnia 128208 Stenocypris 178742 Crangonyx 212988 Lampsilis 18232 Ceriodaphnia 20676 Hyalella 29972 Brachionus 44693
Site 13 50 75 85 75428737034162 60327020429132 3000 1300 Daphnia 57284 Ceriodaphnia 125992 Stenocypris 175652 Crangonyx 209307 Lampsilis 17917 Ceriodaphnia 20318 Hyalella 29454 Brachionus 43920
Site 14 50 100 85 75428737034162 59585352130146 3000 1300 Daphnia 56580 Ceriodaphnia 124443 Stenocypris 173493 Crangonyx 206734 Lampsilis 17696 Ceriodaphnia 20068 Hyalella 29092 Salmo 41264
Site 15 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 16 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 17 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 18 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 19 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 20 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Page 9: Draft National 304(a) Aluminum Aquatic Life Criteria … · Draft National 304(a) Aluminum Aquatic Life Criteria ... [0.503×ln ... [0.494𝑝𝑝𝐻𝐻× ℎ𝑎𝑎:ln

Framework for Updated Draft Aluminum Criteria

I Screen toxicological studies for high

quality data

II Consider water conditions effects on

aluminum bioavailability

III Normalize toxicity data in species

sensitivity distribution to a set of water quality conditions

IV Construct sensitivity distribution to determine criteria

at set conditions

9

I Screen toxicological studies for high quality data

bull First step in all criteria developmentndash Data are evaluated based on the data quality objectives

outlined in the 1985 Guidelines methodology and other toxicity testing recommendations (ie EPA ASTM)

ndash High quality data are used quantitatively to develop criteria magnitudes

ndash Lower quality data are used qualitatively if appropriatendash Lowest quality data are considered unacceptable and not

usedbull Data are grouped into acute and chronic exposures

10

Aluminum Toxicity Databull The updated freshwater aluminum criteria meets the

acute and chronic minimum data requirements outlined in EPArsquos 1985 Guidelines

InvertebrateSpecies

Fish Species

AmphibianSpecies

Total Genera

Acute1988 AWQC 8 7 - 142017 Draft AWQC 11 8 1 18

Chronic1988 AWQC 2 1 - 32017 Draft AWQC 7 4 - 11

11 1988 AWQC Chronic CCC based on two studies for the striped

bass and brook trout

Aluminum Toxicity Data Freshwater mussels have been

suggested to be potentially sensitive to aluminum

EPA worked collaboratively with USGSrsquos Columbia Environmental Research Center (CERC) to have acute and chronic aluminum toxicity tests conducted with a unionid mussel (fatmucket Lampsilis siliquoidea) in water-only exposures to obtain additional data on invertebrates New data on amphipod (Hyalella azteca)

were collected to confirm laboratory conditions

12

Aluminum Toxicity Data

13

bull New data and models examinedndash Data submitted to EU REACH program

bull New freshwater aluminum toxicity data generated by Oregon State University

bull 2016 BLM model provided by the European Aluminum Association

ndash Saltwater data provided by Australia bull Insufficient data to develop estuarinemarine acute or chronic

criteria at this timendash Multiple Linear Regression (MLR) model developed by

DeForest et al 2017bull DeForest DK KV Brix LM Tear and WJ Adams 2017 Multiple Linear Regression (MLR) models for predicting chronic aluminum

toxicity to freshwater aquatic organisms and developing water quality guidelines Environ Toxicol Chem (DOI101002etc3922)

14

Minimum Dataset For Freshwater Criteria Derivation

SALMONID SECONDFISHFAMILY

CHORDATA

PLANKTONICCRUSTACEAN

BENTHIC CRUSTACEAN

INSECT ROTIFERA ANNELIDA MOLLUSCA

OTHERINSECT ORMOLLUSCA

EstuarineMarine Minimum Data Requirements

15

Family Minimum Data Requirement EstuarineMarine

Acute(Phylum Family Genus)

Chronic(Phylum Family Genus)

Family in the phylum Chordata - -

Family in the phylum Chordata - -

Either the Mysidae or Penaeidae family - -

Family in a phylum other than Arthropoda or Chordata Mollusca Ostreidae Crassostrea -

Family in a phylum other than Chordata Annelida Nereididae Neanthes -

Family in a phylum other than Chordata Annelida Capitellidae Capitella -

Family in a phylum other than Chordata Annelida Ctenodrilidae Ctenodrilus -

Any other family Arthropoda Ameiridae Nitokra -

II Evaluate water quality conditions to determine applicability

bull Criteria are often based on one or more water quality conditions (eg hardness) that affect toxicity of the material to test organisms

bull Aluminum toxicity is highly dependent on the pH of the test waterndash The pH of test waters affects the amount and form

of aluminum that is bioavailable to test speciesndash Hardness and DOC (Dissolved Organic Carbon)

also influence the amount of aluminum that is bioavailable

16

Multiple Bioavailability Modeling Approaches Underwent External Peer Review

17

bull Biotic Ligand Modelsbull Full aluminum BLM (2016 model version) ndash Temperature pH

Dissolved organic carbon (DOC) Major cations (calcium [Ca] magnesium [Mg] sodium [Na] and potassium [K]) Major anions (sulfate [SO4] and chloride [Cl]) Alkalinity and Sulfide

bull Simplified aluminum BLM - pH hardness DOC temperature

bull Multilinear Regression Equationsbull pH and Hardness

Accounting for Effects of Water Chemistry on Bioavailability and Toxicity

bull Water quality criteria can be modified quantitatively when enough data are available to demonstrate that those conditions similarly affect the results with a variety of speciesndash High quality data in the draft aluminum document demonstrated

that pH DOC and hardness affected a variety of species in a similar way when exposed to aluminum concentrations

bull Recent publications by Cardwell et al (2017) and Gensemer et al (2017) summarized short-term aluminum chronic toxicity data across a range of DOC pH and hardness values for three species

18

Multiple Linear Regression (MLR) Models to Account for Effects of Water Chemistry

bull MLR models were developed for each species (DeForest et al 2017)ndash 119862119862 119889119889119906119906119887119887119894119894119886119886 11986411986411986211986220=119890119890[minus41026+[0525timesln(119863119863119874119874119862119862)]+[2201timesln(ℎ119886119886119903119903119889119889)]+(11282times119901119901119867119867)minus(0633times1199011199011198671198672)minus[0264times119901119901119867119867ln(ℎ119886119886119903119903119889119889)]]

ndash 119875119875 119901119901119903119903119900119900119898119898119890119890119897119897119886119886119904119904 11986411986411986211986220=119890119890[minus14029+[0503timesln(119863119863119874119874119862119862)]+[3443timesln(ℎ119886119886119903119903119889119889)]+(3131times119901119901119867119867)minus[0494times119901119901119867119867ln(ℎ119886119886119903119903119889119889)]]

bull These models were applied to both the acute and chronic aluminum toxicity datandash The C dubia model was applied to invertebrate datandash The P promelas model was applied to vertebrate data

19

III Normalize toxicity data in species sensitivity distribution to a set of water

quality conditionsbull Just like single parameter hardness models the MLR

models were used to normalize the aluminum toxicity data to a single set of water quality conditionsndash As an illustration for one set of calculations the draft

aluminum AWQC set these conditions to pH 7 hardness of 100 mgL and DOC of 1 mgL

bull This allows for comparisons to be made between species based on their sensitivity to aluminumndash Apples to apples

20

IV Construct sensitivity distribution to determine criteria at set conditions

21

Figure 8 Ranked Summary of Total Aluminum Genus Mean Acute Values (GMAVs) - Freshwater at pH 7 Hardness of 100 mgL and DOC of 1 mgL

IV Construct sensitivity distribution to determine criteria at set conditions

22

Figure 10 Ranked Summary of Total Aluminum Genus Mean Chronic Values (GMCVs) ndash Freshwater Supplemented with Other Data to Fulfill Missing MDRs at pH 7 Hardness of 100 mgL and DOC of 1 mgL

Aluminum Criteria Calculatorbull The relative ranking of genera in the sensitivity

distribution to which the toxicity data are normalized will change based on the set of water chemistry conditions (ie pH hardness and DOC)

bull To make calculating aluminum criteria easier EPA developed an Aluminum Criteria Calculatorndash Automated so that user only needs to enter water chemistry

conditions of interestndash Allows quick calculations for a variety of conditionsndash Limits calculations to the recommended conditions for which

the MLR models were developed were specified for hardness and DOC

bull No extrapolation beyond hardness and DOC empirical data bounds

23

Aluminum Criteria Calculator SD Example

24

pH=7 Hardness=100 DOC=1 pH=6 Hardness=25 DOC=1

Chronic Ranked GMCVRank GMCV Genus

12 17098 Aeolosoma Invert11 gt 9746 Rana Amphib - Other Data10 5908 Chironomus Invert

9 4877 Lymnaea Mollusk8 2555 Brachionus Invert7 2488 Pimephales Fish6 1713 Hyalella Invert5 1182 Ceriodaphnia Invert4 1102 Danio Fish3 1042 Lampsilis Mollusk2 591 Salvelinus Fish1 509 Salmo Fish

FCV = 3940 microgL total aluminum

Chronic Ranked GMCVRank GMCV Genus

12 gt 2131 Rana Amphib - Other Data11 1710 Aeolosoma Invert10 591 Chironomus Invert

9 544 Pimephales Fish8 488 Lymnaea Mollusk7 255 Brachionus Invert6 241 Danio Fish5 171 Hyalella Invert4 129 Salvelinus Fish3 118 Ceriodaphnia Invert2 111 Salmo Fish1 104 Lampsilis Mollusk

FCV = 987 microgL total aluminum

Multiple Scenarios

Run Scenarios

Summary Sheet

Acute Dataset

Chronic Dataset

Multiple Scenarios

Run Scenarios

Summary Sheet

Acute Dataset

Chronic Dataset

Boundaries of the Criteria Outputsbull MLR models were developed using data that

encompassndash DOC range of 008-5 mgLndash Hardness range of 98-127 mgL (as CaCO3)ndash pH range of 6-81

bull MLR criteria outputs are bounded atndash Maximum of 150 mgL total hardness (as CaCO3)

ndash DOC of 50 mgLndash pH range of the model is 50 to 90

25

Aluminum Criteria Look-Up Tables

26

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=05 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 23 a 14 b 69 c 160 f 350 f 620 i 540 b 410 a 230 a

50 43 a 24 b 100 d 170 f 310 f 630 f 670 j 400 a 200 a

75 61 a 33 b 130 e 180 f 290 f 530 f 730 i 390 a 190 a

100 78 a 41 b 150 e 190 f 280 g 460 f 770 c 390 a 180 a

150 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

200 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

250 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

300 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

350 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

400 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

Aluminum Criteria Look-Up Tables

27

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=10 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 33 a 21 b 99 c 220 f 490 f 900 i 780 b 590 a 330 a

50 61 a 35 b 150 e 250 f 440 f 890 f 960 j 580 a 290 a

75 88 a 47 b 180 e 260 f 410 f 740 f 1100 i 570 a 270 a

100 11 a 59 b 210 e 270 f 390 g 650 f 1100 c 560 b 260 a

150 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

200 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

250 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

300 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

350 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

400 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

Aluminum Criteria Look-Up Tables

28

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=25 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 54 a 34 b 160 c 350 f 770 f 1500 i 1300 b 960 a 540 a

50 99 a 57 b 230 e 390 f 690 f 1400 f 1600 j 930 a 470 a

75 14 a 77 b 290 e 410 f 640 f 1200 f 1700 i 920 a 440 a

100 18 a 96 b 330 e 420 f 620 g 1000 f 1800 d 920 b 420 a

150 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

200 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

250 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

300 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

350 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

400 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

Aluminum Criteria Look-Up Tables

29

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=50 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 77 a 49 b 230 c 500 f 1100 f 2100 c 1900 b 1400 a 770 a

50 14 a 82 b 330 e 540 f 970 f 2000 f 2200 j 1300 a 680 a

75 20 a 110 b 410 e 570 f 900 f 1600 f 2500 i 1300 a 640 a

100 26 a 140 b 460 f 590 f 880 g 1400 f 2500 d 1300 b 600 a

150 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

200 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

250 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

300 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

350 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

400 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

Status

30

bull Draft Document Released to the Federal Register on 72817ndash Public comment period of 60 days ndash Due Date for Comments is 92617

bull Revisions will be made considering public commentsbull Subsequent EPA intra-agency review of final criteria

document will then be conducted bull Publication of final criteria document planned for Late Fall

2017

Federal Register Webpagehttpswwwfederalregistergovdocuments201

707282017-15968request-for-scientific-views-draft-updated-aquatic-life-ambient-water-quality-criteria-for-aluminum

Aluminum Criteria Webpagehttpswwwepagovwqc2017-draft-aquatic-life-

criteria-aluminum-freshwater-documents

31

Contact Information

Aluminum Criteria Lead Diana EignorEignorDianaepagov

202-566-1143

Kathryn Gallagher Branch Chiefgallagherkathrynepagov

202-564-1398 32

  • Draft National 304(a) Aluminum Aquatic Life Criteria
  • Slide Number 2
  • Overview
  • Sources of Aluminum
  • Current 1988 Aluminum Criteria
  • Current 1988 Aluminum Criteria
  • Aluminum Standards
  • Criteria Development Process
  • Framework for Updated Draft Aluminum Criteria
  • I Screen toxicological studies for high quality data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Slide Number 14
  • EstuarineMarine Minimum Data Requirements
  • II Evaluate water quality conditions to determine applicability
  • Multiple Bioavailability Modeling Approaches Underwent External Peer Review
  • Accounting for Effects of Water Chemistry on Bioavailability and Toxicity
  • Multiple Linear Regression (MLR) Models to Account for Effects of Water Chemistry
  • III Normalize toxicity data in species sensitivity distribution to a set of water quality conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • Aluminum Criteria Calculator
  • Aluminum Criteria Calculator SD Example
  • Boundaries of the Criteria Outputs
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Status
  • Slide Number 31
  • Contact Information
Appendix C Acceptable Chronic Toxicity Data of Aluminum to Freshwater Aquatic Animals
MLR equation
Species Hardness (mgL as CaCO3) pH DOC(mgL) EC20 Endpoint EC20(microgL) Normalized Conc- EC20(microgL) SMCV-EC20(microgL) GMCV-EC20(microgL) Genus DOC Notes Dilution water
Oligochaete Aeolosoma sp 48 6 025 Reproduction (population size) 1235 1710 1710 1710 Aeolosoma Invert Author reported half the detection limit
Rotifer Brachionus calyciflorus 100 62 025 Reproduction (population size) 431 255 255 255 Brachionus Invert Author reported half the detection limit
Great pond snail Lymnaea stagnalis 117 61 025 Biomass 746 488 488 488 Lymnaea Mollusk Author reported half the detection limit
Fatmucket Lampsilis siliquoidea 1055 604 040 Biomass 169 104 104 104 Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia 50 715 11 Reproduction - youngstarting adult 1780 190 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia 26 73 05 Reproduction - youngfemale 1557 272 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 46 75 05 Reproduction - youngfemale 8087 110 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 96 79 05 Reproduction - youngfemale 6519 80 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 194 81 05 Reproduction - youngfemale 6836 89 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 255 703 05 Reproduction (youngfemale) 250 56 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 713 05 Reproduction (youngfemale) 860 106 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 25 798 05 Reproduction (youngfemale) 700 101 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 61 803 05 Reproduction (youngfemale) 1010 136 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 810 05 Reproduction (youngfemale) 870 116 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 255 633 05 Reproduction (youngfemale) 260 176 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 121 636 05 Reproduction (youngfemale) 390 110 118 118 Ceriodaphnia Invert Author reported
Amphipod Hyalella azteca 95 61 051 Biomass (28 d) 1993 101 Hyalella Author reported
Amphipod Hyalella azteca 106 604 033 Biomass (28 d) 425 289 171 171 Hyalella Invert Author reported
Midge Chironomus riparius 118 558 18 Adult midge emergence 2955 119 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 119 505 18 Adult midge emergence 8442 2258 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 91 66 051 Reproduction ( of eggscase) 3387 766 591 591 Chironomus Invert Author reported
Atlantic salmon Salmo salar 127 57 18 Biomass 6156 1112 1112 1112 Salmo Fish Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Brook trout Salvelinus fontinalis 123 655 19 Biomass 1644 59 Salvelinus Author reported wellRO mix
Brook trout Salvelinus fontinalis 128 565 18 Biomass 1435 283 1293 1293 Salvelinus Fish Author reported wellRO mix
Fathead minnow Pimephales promelas 220 770 16 Biomass 6194 781 Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation well water
Fathead minnow Pimephales promelas 96 620 025 Fry survival 4286 379 544 544 Pimephales Fish Author reported half the detection limit
Zebrafish Danio rerio 83 61 025 Biomass 2344 241 241 241 Danio Fish Author reported half the detection limit
Wood frog Rana sylvatica 115 469 16 MATC-survival gt 2000 gt 2131 gt 2131 2131 gt Rana Amphib - Other Data Value is from 2007 FW Cu AWQC Appendix C recommendation aged tap water
Appendix A Acceptable Acute Toxicity Data of Aluminum to Freshwater Aquatic Animals
Species Methoda Hardness (mgL as CaCO3) pH DOC(mgL) LC50 or EC50 Conc (microgL) Reference Normalized Conc - LC50(microgL) Species Mean Acute Value(microgL) Genus Mean Acute Value(microgL) Genus DOC Note Dilution water
Snail Physa sp S M T 474 659 11 gt 23400 Call 1984 Call et al 1984 gt 4843 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 755 11 30600 Call 1984 Call et al 1984 2699 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 817 11 gt 24700 Call 1984 Call et al 1984 gt 2404 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 746 11 55500 Call 1984 Call et al 1984 5034 3546 3546 Physa Mollusk Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Fatmucket Lampsilis siliquoidea F M T 1060 612 048 gt 6302 Wang et al 2016 Wang et al 2017 gt 2983 gt 2983 2983 gt Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia S M A 500 742 11 1900 McCauley et al 1986 173 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia S M A 505 786 11 1500 McCauley et al 1986 129 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation UW-S Lake Superior lab water
Cladoceran Ceriodaphnia dubia S M A 500 813 11 2560 McCauley et al 1986 243 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia R M T 26 75 05 720 ENSR 1992d 111 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 46 76 05 1880 ENSR 1992d 250 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 96 78 05 2450 ENSR 1992d 289 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 3727 Fort and Stover 1995 500 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 5673 Fort and Stover 1995 761 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 89 76 05 2880 Soucek et al 2001 336 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U T 106 601 05 7112 European Al Association 2009 169 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 605 2 6865 European Al Association 2009 709 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 609 4 15581 European Al Association 2009 1007 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 601 05 681 European Al Association 2009 162 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 603 05 1630 European Al Association 2009 367 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 597 05 1785 European Al Association 2009 473 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 592 05 1410 European Al Association 2009 429 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 699 05 gt 1300 European Al Association 2009 gt 419 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 785 05 gt 5000 European Al Association 2009 gt 796 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 68 2 gt 10000 European Al Association 2009 gt 2076 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 782 2 gt 15000 European Al Association 2009 gt 1163 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 677 4 gt 10000 European Al Association 2009 gt 1516 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 766 4 gt 15000 European Al Association 2009 gt 861 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 79 05 gt 2000 European Al Association 2009 gt 315 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 789 05 gt 2000 European Al Association 2009 gt 316 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 604 05 1108 European Al Association 2009 85 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 598 2 11371 European Al Association 2009 482 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 573 4 80467 European Al Association 2009 4357 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 671 05 gt 10000 European Al Association 2009 gt 2379 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 783 05 gt 5000 European Al Association 2009 gt 634 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 679 2 gt 10000 European Al Association 2009 gt 1039 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 767 2 gt 15000 European Al Association 2009 gt 908 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 668 4 gt 15000 European Al Association 2009 gt 1246 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 762 4 gt 15000 European Al Association 2009 gt 633 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 606 2 33868 European Al Association 2009 792 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 56 4 104842 European Al Association 2009 4880 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 693 05 gt 5000 European Al Association 2009 gt 713 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 788 05 gt 5000 European Al Association 2009 gt 590 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 676 2 gt 15000 European Al Association 2009 gt 1212 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 771 2 gt 15000 European Al Association 2009 gt 810 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 66 4 gt 15000 European Al Association 2009 gt 1014 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 76 4 gt 15000 European Al Association 2009 gt 555 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11971 European Al Association 2010 270 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 27478 European Al Association 2010 619 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11998 European Al Association 2010 270 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 607 05 92495 European Al Association 2010 188 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 609 05 31337 European Al Association 2010 604 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 61 05 33235 European Al Association 2010 624 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 708 05 gt 8864 European Al Association 2010 gt 253 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 779 05 gt 42783 European Al Association 2010 gt 693 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 753 05 13204 European Al Association 2010 24 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 601 05 46326 European Al Association 2010 380 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 599 05 gt 8590 European Al Association 2010 gt 737 509 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia reticulata F M T 451 60 11 304 Shephard 1983 201 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia reticulata F M T 40 55 11 362 Shephard 1983 5531 1054 733 Ceriodaphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake SuperiorDI Mix
Cladoceran Daphnia magna S U NR 453 774 11 3900 Biesinger and Christensen 1972 338 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S M T 220 76 16 38200 Kimball 1978 2030 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Well water
Cladoceran Daphnia magna S U T 451 725 11 2800 Shephard 1983 287 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S U T 168 599 05 5000 European Al Association 2009 gt 227 - Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Daphnia magna S U T 168 792 05 7950 European Al Association 2009 92 333 333 Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Ostracod Stenocypris major R M T 1563 651 16 310196 Shuhaimi-Othman et al 2011a 1022 1022 1022 Stenocypris Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Malaysia)
Amphipod Crangonyx pseudogracilis R U T 50 675 16 9190 Martin and Holdich 1986 1217 1217 1217 Crangonyx Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (UK)
Amphipod Hyalella azteca F M T 105 613 048 gt 5997 Wang et al 2016 Wang et al 2017 gt 2800 gt 2800 2800 gt Hyalella Invert Author reported
Stonefly Acroneuria sp S M T 474 746 11 gt 22600 Call et al 1984 gt 2050 gt 2050 2050 gt Acroneuria Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Midge Chironomus plumosus S U T 80 70 16 30000 Fargasova 2001 2536 2536 2536 Chironomus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Slovakia)
Midge Paratanytarsus dissimilis S M T 1743 728 28 gt 77700 Lamb and Bailey 1981 1983 gt 6232 gt 6232 6232 gt Paratanytarsus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Liberty Lake Washington
Rainbow trout Oncorhynchus mykiss F M T 274 758 05 gt 9840 Gundersen et al 1994 gt 1256 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 452 762 05 gt 8070 Gundersen et al 1994 gt 1140 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 895 758 05 gt 8160 Gundersen et al 1994 gt 1489 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1304 758 05 gt 8200 Gundersen et al 1994 gt 1676 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 232 825 05 6170 Gundersen et al 1994 260 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 350 826 05 6170 Gundersen et al 1994 333 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 836 829 05 7670 Gundersen et al 1994 701 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1158 830 05 6930 Gundersen et al 1994 777 801 801 Oncorhynchus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Atlantic salmon Salmo salar S U T 68 55 05 584 Hamilton and Haines 1995 4602 - Salmo Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Atlantic salmon Salmo salar S U T 68 65 05 599 Hamilton and Haines 1995 531 1564 1564 Salmo Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Brook trout Salvelinus fontinalis S U T 40 56 16 6530 Tandjung 1982 6947 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 18 56 16 3400 Tandjung 1982 6209 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 2 56 16 370 Tandjung 1982 2988 5051 5051 Salvelinus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green sunfish Lepomis cyanellus S M T 474 755 11 gt 50000 Call et al 1984 gt 5255 gt 5255 5255 gt Lepomis Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Rio Grande silvery minnow Hybognathus amarus R M T 140 81 05 gt 59100 Buhl 2002 gt 8620 gt 8620 8620 gt Hybognathus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Fathead minnow Pimephales promelas S M T 474 761 11 gt 48200 Call et al 1984 gt 4707 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas S M T 474 805 11 gt 49800 Call et al 1984 gt 2837 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas R M T 26 78 05 1160 ENSR 1992c 104 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 46 76 05 8180 ENSR 1992c 1191 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 96 81 05 20300 ENSR 1992c 2398 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 194 81 05 44800 ENSR 1992c 7839 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 140 81 05 gt 59100 Buhl 2002 gt 8620 2224 2224 Pimephales Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Smallmouth bass Micropterus dolomieui S M T 1245 505 16 130 Kane and Rabeni 1987 859 859 859 Micropterus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green tree frog Hyla cinerea R M T 455 549 05 gt 4052 Jung and Jagoe 1995 gt 4377 gt 4377 4377 gt Hyla Amphibian Value is from 2007 FW Cu AWQC Appendix C recommendation artificial soft recon
Normalization Chemistry
pH 6 FAV 360
Hardness 25 CMC 180
DOC 1 CCC 99
Acute Ranked GMAV Chronic Ranked GMCV
Rank GMAV Genus Rank GMCV Genus
18 gt 8620 Hybognathus Fish 12 gt 2131 Rana Amphib - Other Data
17 gt 6232 Paratanytarsus Invert 11 1710 Aeolosoma Invert
16 gt 5255 Lepomis Fish 10 591 Chironomus Invert
15 5051 Salvelinus Fish 9 544 Pimephales Fish
14 gt 4377 Hyla Amphibian 8 488 Lymnaea Mollusk
13 3546 Physa Mollusk 7 255 Brachionus Invert
12 gt 2983 Lampsilis Mollusk 6 241 Danio Fish
11 gt 2800 Hyalella Invert 5 171 Hyalella Invert
10 2536 Chironomus Invert 4 129 Salvelinus Fish
9 2224 Pimephales Fish 3 118 Ceriodaphnia Invert
8 gt 2050 Acroneuria Invert 2 111 Salmo Fish
7 1564 Salmo Fish 1 104 Lampsilis Mollusk
6 1217 Crangonyx Invert
5 1022 Stenocypris Invert
4 859 Micropterus Fish
3 801 Oncorhynchus Fish
2 733 Ceriodaphnia Invert
1 333 Daphnia Invert
N Rank Genus GMAV ln(GMAV) ln(GMAV)2 P=R(N+1) sqrt(P) N Rank Genus GMCV ln(GMCV) ln(GMCV)2 P=R(N+1) sqrt(P)
18 4 Micropterus 859 676 4564 0211 0459 12 4 Salvelinus 129 486 2364 0308 0555
3 Oncorhynchus 801 669 4469 0158 0397 3 Ceriodaphnia 118 477 2277 0231 0480
2 Ceriodaphnia 733 660 4352 0105 0324 2 Salmo 111 471 2220 0154 0392
1 Daphnia 333 581 3374 0053 0229 1 Lampsilis 104 465 2159 0077 0277
Sum 2585 1676 0526 141 Sum 1899 902 0769 170
S2 = 1987 S2 = 059
L = 4890 L = 4420
A = 5887 A = 4592
FAV = 360 FCV = 987
CMC = 180
All concentrations reported are microgL total Aluminum
lt-----Click Button after entering data
ENTER DATA HERE ERRORNUM ACUTE CHRONIC
Rank 1 Rank 2 Rank 3 Rank 4 Rank 1 Rank 2 Rank 3 Rank 4
SiteName DOC(mgL) Hardness(mgL as CaCO3) pH FAV CMC CCC Genus GMAV Genus GMAV Genus GMAV Genus GMAV Genus GMCV Genus GMCV Genus GMCV Genus GMCV
Site 1 50 25 9 75428737034162 35229324666008 1800 770 Daphnia 33452 Ceriodaphnia 73576 Stenocypris 102576 Crangonyx 122230 Lampsilis 10463 Ceriodaphnia 11865 Hyalella 17200 Brachionus 25648
Site 2 50 50 9 75428737034162 31204991509063 1600 680 Daphnia 29631 Ceriodaphnia 65171 Stenocypris 90859 Crangonyx 108267 Lampsilis 9268 Ceriodaphnia 10510 Hyalella 15236 Brachionus 22718
Site 3 50 75 9 75428737034162 29067527928199 1500 640 Daphnia 27601 Ceriodaphnia 60707 Stenocypris 84635 Crangonyx 100851 Lampsilis 8633 Ceriodaphnia 9790 Hyalella 14192 Brachionus 21162
Site 4 50 100 9 75428737034162 27640367912592 1400 600 Daphnia 26246 Ceriodaphnia 57726 Stenocypris 80480 Crangonyx 95899 Lampsilis 8209 Ceriodaphnia 9309 Hyalella 13495 Brachionus 20123
Site 5 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 6 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 7 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 8 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 9 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 10 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 11 50 25 85 75428737034162 63245275664384 3200 1400 Daphnia 60055 Ceriodaphnia 132086 Stenocypris 184149 Crangonyx 219432 Lampsilis 18783 Ceriodaphnia 21301 Hyalella 30879 Brachionus 46045
Site 12 50 50 85 75428737034162 61388044609926 3100 1300 Daphnia 58291 Ceriodaphnia 128208 Stenocypris 178742 Crangonyx 212988 Lampsilis 18232 Ceriodaphnia 20676 Hyalella 29972 Brachionus 44693
Site 13 50 75 85 75428737034162 60327020429132 3000 1300 Daphnia 57284 Ceriodaphnia 125992 Stenocypris 175652 Crangonyx 209307 Lampsilis 17917 Ceriodaphnia 20318 Hyalella 29454 Brachionus 43920
Site 14 50 100 85 75428737034162 59585352130146 3000 1300 Daphnia 56580 Ceriodaphnia 124443 Stenocypris 173493 Crangonyx 206734 Lampsilis 17696 Ceriodaphnia 20068 Hyalella 29092 Salmo 41264
Site 15 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 16 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 17 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 18 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 19 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 20 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Appendix C Acceptable Chronic Toxicity Data of Aluminum to Freshwater Aquatic Animals
MLR equation
Species Hardness (mgL as CaCO3) pH DOC(mgL) EC20 Endpoint EC20(microgL) Normalized Conc- EC20(microgL) SMCV-EC20(microgL) GMCV-EC20(microgL) Genus DOC Notes Dilution water
Oligochaete Aeolosoma sp 48 6 025 Reproduction (population size) 1235 17098 17098 17098 Aeolosoma Invert Author reported half the detection limit
Rotifer Brachionus calyciflorus 100 62 025 Reproduction (population size) 431 2555 2555 2555 Brachionus Invert Author reported half the detection limit
Great pond snail Lymnaea stagnalis 117 61 025 Biomass 746 4877 4877 4877 Lymnaea Mollusk Author reported half the detection limit
Fatmucket Lampsilis siliquoidea 1055 604 040 Biomass 169 1042 1042 1042 Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia 50 715 11 Reproduction - youngstarting adult 1780 1898 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia 26 73 05 Reproduction - youngfemale 1557 2718 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 46 75 05 Reproduction - youngfemale 8087 1102 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 96 79 05 Reproduction - youngfemale 6519 796 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 194 81 05 Reproduction - youngfemale 6836 888 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 255 703 05 Reproduction (youngfemale) 250 563 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 713 05 Reproduction (youngfemale) 860 1061 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 25 798 05 Reproduction (youngfemale) 700 1006 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 61 803 05 Reproduction (youngfemale) 1010 1363 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 810 05 Reproduction (youngfemale) 870 1164 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 255 633 05 Reproduction (youngfemale) 260 1758 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 121 636 05 Reproduction (youngfemale) 390 1101 1182 1182 Ceriodaphnia Invert Author reported
Amphipod Hyalella azteca 95 61 051 Biomass (28 d) 1993 1014 Hyalella Author reported
Amphipod Hyalella azteca 106 604 033 Biomass (28 d) 425 2895 1713 1713 Hyalella Invert Author reported
Midge Chironomus riparius 118 558 18 Adult midge emergence 2955 1192 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 119 505 18 Adult midge emergence 8442 22578 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 91 66 051 Reproduction ( of eggscase) 3387 7664 5908 5908 Chironomus Invert Author reported
Atlantic salmon Salmo salar 127 57 18 Biomass 6156 5085 5085 5085 Salmo Fish Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Brook trout Salvelinus fontinalis 123 655 19 Biomass 1644 270 Salvelinus Author reported wellRO mix
Brook trout Salvelinus fontinalis 128 565 18 Biomass 1435 1295 5914 5914 Salvelinus Fish Author reported wellRO mix
Fathead minnow Pimephales promelas 220 770 16 Biomass 6194 3569 Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation well water
Fathead minnow Pimephales promelas 96 620 025 Fry survival 4286 1734 2488 2488 Pimephales Fish Author reported half the detection limit
Zebrafish Danio rerio 83 61 025 Biomass 2344 1102 1102 1102 Danio Fish Author reported half the detection limit
Wood frog Rana sylvatica 115 469 16 MATC-survival gt 2000 gt 9746 gt 9746 9746 gt Rana Amphib - Other Data Value is from 2007 FW Cu AWQC Appendix C recommendation aged tap water
Appendix A Acceptable Acute Toxicity Data of Aluminum to Freshwater Aquatic Animals
Species Methoda Hardness (mgL as CaCO3) pH DOC(mgL) LC50 or EC50 Conc (microgL) Reference Normalized Conc - LC50(microgL) Species Mean Acute Value(microgL) Genus Mean Acute Value(microgL) Genus DOC Note Dilution water
Snail Physa sp S M T 474 659 11 gt 23400 Call 1984 Call et al 1984 gt 48425 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 755 11 30600 Call 1984 Call et al 1984 26986 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 817 11 gt 24700 Call 1984 Call et al 1984 gt 24040 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 746 11 55500 Call 1984 Call et al 1984 50338 35462 35462 Physa Mollusk Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Fatmucket Lampsilis siliquoidea F M T 1060 612 048 gt 6302 Wang et al 2016 Wang et al 2017 gt 29834 gt 29834 29834 gt Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia S M A 500 742 11 1900 McCauley et al 1986 1728 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia S M A 505 786 11 1500 McCauley et al 1986 1294 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation UW-S Lake Superior lab water
Cladoceran Ceriodaphnia dubia S M A 500 813 11 2560 McCauley et al 1986 2431 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia R M T 26 75 05 720 ENSR 1992d 1113 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 46 76 05 1880 ENSR 1992d 2495 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 96 78 05 2450 ENSR 1992d 2894 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 3727 Fort and Stover 1995 5002 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 5673 Fort and Stover 1995 7613 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 89 76 05 2880 Soucek et al 2001 3362 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U T 106 601 05 7112 European Al Association 2009 1691 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 605 2 6865 European Al Association 2009 7088 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 609 4 15581 European Al Association 2009 10072 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 601 05 681 European Al Association 2009 1620 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 603 05 1630 European Al Association 2009 3674 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 597 05 1785 European Al Association 2009 4732 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 592 05 1410 European Al Association 2009 4295 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 699 05 gt 1300 European Al Association 2009 gt 4189 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 785 05 gt 5000 European Al Association 2009 gt 7960 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 68 2 gt 10000 European Al Association 2009 gt 20755 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 782 2 gt 15000 European Al Association 2009 gt 11626 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 677 4 gt 10000 European Al Association 2009 gt 15161 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 766 4 gt 15000 European Al Association 2009 gt 8608 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 79 05 gt 2000 European Al Association 2009 gt 3150 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 789 05 gt 2000 European Al Association 2009 gt 3156 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 604 05 1108 European Al Association 2009 850 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 598 2 11371 European Al Association 2009 4817 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 573 4 80467 European Al Association 2009 43570 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 671 05 gt 10000 European Al Association 2009 gt 23786 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 783 05 gt 5000 European Al Association 2009 gt 6344 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 679 2 gt 10000 European Al Association 2009 gt 10394 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 767 2 gt 15000 European Al Association 2009 gt 9082 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 668 4 gt 15000 European Al Association 2009 gt 12461 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 762 4 gt 15000 European Al Association 2009 gt 6332 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 606 2 33868 European Al Association 2009 7920 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 56 4 104842 European Al Association 2009 48800 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 693 05 gt 5000 European Al Association 2009 gt 7126 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 788 05 gt 5000 European Al Association 2009 gt 5898 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 676 2 gt 15000 European Al Association 2009 gt 12117 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 771 2 gt 15000 European Al Association 2009 gt 8096 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 66 4 gt 15000 European Al Association 2009 gt 10139 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 76 4 gt 15000 European Al Association 2009 gt 5545 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11971 European Al Association 2010 2699 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 27478 European Al Association 2010 6194 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11998 European Al Association 2010 2705 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 607 05 92495 European Al Association 2010 1876 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 609 05 31337 European Al Association 2010 6035 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 61 05 33235 European Al Association 2010 6238 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 708 05 gt 8864 European Al Association 2010 gt 2534 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 779 05 gt 42783 European Al Association 2010 gt 6930 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 753 05 13204 European Al Association 2010 244 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 601 05 46326 European Al Association 2010 3798 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 599 05 gt 8590 European Al Association 2010 gt 7366 5094 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia reticulata F M T 451 60 11 304 Shephard 1983 2009 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia reticulata F M T 40 55 11 362 Shephard 1983 55307 10542 7328 Ceriodaphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake SuperiorDI Mix
Cladoceran Daphnia magna S U NR 453 774 11 3900 Biesinger and Christensen 1972 3382 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S M T 220 76 16 38200 Kimball 1978 20303 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Well water
Cladoceran Daphnia magna S U T 451 725 11 2800 Shephard 1983 2868 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S U T 168 599 05 5000 European Al Association 2009 gt 2265 - Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Daphnia magna S U T 168 792 05 7950 European Al Association 2009 920 3332 3332 Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Ostracod Stenocypris major R M T 1563 651 16 310196 Shuhaimi-Othman et al 2011a 10216 10216 10216 Stenocypris Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Malaysia)
Amphipod Crangonyx pseudogracilis R U T 50 675 16 9190 Martin and Holdich 1986 12174 12174 12174 Crangonyx Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (UK)
Amphipod Hyalella azteca F M T 105 613 048 gt 5997 Wang et al 2016 Wang et al 2017 gt 28002 gt 28002 28002 gt Hyalella Invert Author reported
Stonefly Acroneuria sp S M T 474 746 11 gt 22600 Call et al 1984 gt 20498 gt 20498 20498 gt Acroneuria Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Midge Chironomus plumosus S U T 80 70 16 30000 Fargasova 2001 25361 25361 25361 Chironomus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Slovakia)
Midge Paratanytarsus dissimilis S M T 1743 728 28 gt 77700 Lamb and Bailey 1981 1983 gt 62318 gt 62318 62318 gt Paratanytarsus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Liberty Lake Washington
Rainbow trout Oncorhynchus mykiss F M T 274 758 05 gt 9840 Gundersen et al 1994 gt 5745 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 452 762 05 gt 8070 Gundersen et al 1994 gt 5212 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 895 758 05 gt 8160 Gundersen et al 1994 gt 6807 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1304 758 05 gt 8200 Gundersen et al 1994 gt 7662 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 232 825 05 6170 Gundersen et al 1994 1190 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 350 826 05 6170 Gundersen et al 1994 1523 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 836 829 05 7670 Gundersen et al 1994 3205 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1158 830 05 6930 Gundersen et al 1994 3554 3661 3661 Oncorhynchus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Atlantic salmon Salmo salar S U T 68 55 05 584 Hamilton and Haines 1995 21042 - Salmo Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Atlantic salmon Salmo salar S U T 68 65 05 599 Hamilton and Haines 1995 2430 7151 7151 Salmo Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Brook trout Salvelinus fontinalis S U T 40 56 16 6530 Tandjung 1982 31767 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 18 56 16 3400 Tandjung 1982 28391 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 2 56 16 370 Tandjung 1982 13663 23097 23097 Salvelinus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green sunfish Lepomis cyanellus S M T 474 755 11 gt 50000 Call et al 1984 gt 24028 gt 24028 24028 gt Lepomis Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Rio Grande silvery minnow Hybognathus amarus R M T 140 81 05 gt 59100 Buhl 2002 gt 39414 gt 39414 39414 gt Hybognathus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Fathead minnow Pimephales promelas S M T 474 761 11 gt 48200 Call et al 1984 gt 21522 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas S M T 474 805 11 gt 49800 Call et al 1984 gt 12972 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas R M T 26 78 05 1160 ENSR 1992c 477 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 46 76 05 8180 ENSR 1992c 5446 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 96 81 05 20300 ENSR 1992c 10966 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 194 81 05 44800 ENSR 1992c 35847 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 140 81 05 gt 59100 Buhl 2002 gt 39414 10168 10168 Pimephales Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Smallmouth bass Micropterus dolomieui S M T 1245 505 16 130 Kane and Rabeni 1987 3929 3929 3929 Micropterus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green tree frog Hyla cinerea R M T 455 549 05 gt 4052 Jung and Jagoe 1995 gt 20016 gt 20016 20016 gt Hyla Amphibian Value is from 2007 FW Cu AWQC Appendix C recommendation artificial soft recon
Normalization Chemistry
pH 7 FAV 2741
Hardness 100 CMC 1400
DOC 1 CCC 390
Acute Ranked GMAV Chronic Ranked GMCV
Rank GMAV Genus Rank GMCV Genus
18 gt 62318 Paratanytarsus Invert 12 17098 Aeolosoma Invert
17 gt 39414 Hybognathus Fish 11 gt 9746 Rana Amphib - Other Data
16 35462 Physa Mollusk 10 5908 Chironomus Invert
15 gt 29834 Lampsilis Mollusk 9 4877 Lymnaea Mollusk
14 gt 28002 Hyalella Invert 8 2555 Brachionus Invert
13 25361 Chironomus Invert 7 2488 Pimephales Fish
12 gt 24028 Lepomis Fish 6 1713 Hyalella Invert
11 23097 Salvelinus Fish 5 1182 Ceriodaphnia Invert
10 gt 20498 Acroneuria Invert 4 1102 Danio Fish
9 gt 20016 Hyla Amphibian 3 1042 Lampsilis Mollusk
8 12174 Crangonyx Invert 2 591 Salvelinus Fish
7 10216 Stenocypris Invert 1 509 Salmo Fish
6 10168 Pimephales Fish
5 7328 Ceriodaphnia Invert
4 7151 Salmo Fish
3 3929 Micropterus Fish
2 3661 Oncorhynchus Fish
1 3332 Daphnia Invert
N Rank Genus GMAV ln(GMAV) ln(GMAV)2 P=R(N+1) sqrt(P) N Rank Genus GMCV ln(GMCV) ln(GMCV)2 P=R(N+1) sqrt(P)
18 4 Salmo 7151 887 7876 0211 0459 12 4 Danio 1102 700 4907 0308 0555
3 Micropterus 3929 828 6849 0158 0397 3 Lampsilis 1042 695 4829 0231 0480
2 Oncorhynchus 3661 821 6733 0105 0324 2 Salvelinus 591 638 4074 0154 0392
1 Daphnia 3332 811 6579 0053 0229 1 Salmo 509 623 3883 0077 0277
Sum 3347 2804 0526 141 Sum 2657 1769 0769 170
S2 = 1223 S2 = 1080
L = 7134 L = 5242
A = 7916 A = 5976
FAV = 2741 FCV = 3940
CMC = 1371
All concentrations reported are microgL total Aluminum
lt-----Click Button after entering data
ENTER DATA HERE ERRORNUM ACUTE CHRONIC
Rank 1 Rank 2 Rank 3 Rank 4 Rank 1 Rank 2 Rank 3 Rank 4
SiteName DOC(mgL) Hardness(mgL as CaCO3) pH FAV CMC CCC Genus GMAV Genus GMAV Genus GMAV Genus GMAV Genus GMCV Genus GMCV Genus GMCV Genus GMCV
Site 1 50 25 9 75428737034162 35229324666008 1800 770 Daphnia 33452 Ceriodaphnia 73576 Stenocypris 102576 Crangonyx 122230 Lampsilis 10463 Ceriodaphnia 11865 Hyalella 17200 Brachionus 25648
Site 2 50 50 9 75428737034162 31204991509063 1600 680 Daphnia 29631 Ceriodaphnia 65171 Stenocypris 90859 Crangonyx 108267 Lampsilis 9268 Ceriodaphnia 10510 Hyalella 15236 Brachionus 22718
Site 3 50 75 9 75428737034162 29067527928199 1500 640 Daphnia 27601 Ceriodaphnia 60707 Stenocypris 84635 Crangonyx 100851 Lampsilis 8633 Ceriodaphnia 9790 Hyalella 14192 Brachionus 21162
Site 4 50 100 9 75428737034162 27640367912592 1400 600 Daphnia 26246 Ceriodaphnia 57726 Stenocypris 80480 Crangonyx 95899 Lampsilis 8209 Ceriodaphnia 9309 Hyalella 13495 Brachionus 20123
Site 5 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 6 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 7 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 8 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 9 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 10 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 11 50 25 85 75428737034162 63245275664384 3200 1400 Daphnia 60055 Ceriodaphnia 132086 Stenocypris 184149 Crangonyx 219432 Lampsilis 18783 Ceriodaphnia 21301 Hyalella 30879 Brachionus 46045
Site 12 50 50 85 75428737034162 61388044609926 3100 1300 Daphnia 58291 Ceriodaphnia 128208 Stenocypris 178742 Crangonyx 212988 Lampsilis 18232 Ceriodaphnia 20676 Hyalella 29972 Brachionus 44693
Site 13 50 75 85 75428737034162 60327020429132 3000 1300 Daphnia 57284 Ceriodaphnia 125992 Stenocypris 175652 Crangonyx 209307 Lampsilis 17917 Ceriodaphnia 20318 Hyalella 29454 Brachionus 43920
Site 14 50 100 85 75428737034162 59585352130146 3000 1300 Daphnia 56580 Ceriodaphnia 124443 Stenocypris 173493 Crangonyx 206734 Lampsilis 17696 Ceriodaphnia 20068 Hyalella 29092 Salmo 41264
Site 15 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 16 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 17 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 18 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 19 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 20 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Page 10: Draft National 304(a) Aluminum Aquatic Life Criteria … · Draft National 304(a) Aluminum Aquatic Life Criteria ... [0.503×ln ... [0.494𝑝𝑝𝐻𝐻× ℎ𝑎𝑎:ln

I Screen toxicological studies for high quality data

bull First step in all criteria developmentndash Data are evaluated based on the data quality objectives

outlined in the 1985 Guidelines methodology and other toxicity testing recommendations (ie EPA ASTM)

ndash High quality data are used quantitatively to develop criteria magnitudes

ndash Lower quality data are used qualitatively if appropriatendash Lowest quality data are considered unacceptable and not

usedbull Data are grouped into acute and chronic exposures

10

Aluminum Toxicity Databull The updated freshwater aluminum criteria meets the

acute and chronic minimum data requirements outlined in EPArsquos 1985 Guidelines

InvertebrateSpecies

Fish Species

AmphibianSpecies

Total Genera

Acute1988 AWQC 8 7 - 142017 Draft AWQC 11 8 1 18

Chronic1988 AWQC 2 1 - 32017 Draft AWQC 7 4 - 11

11 1988 AWQC Chronic CCC based on two studies for the striped

bass and brook trout

Aluminum Toxicity Data Freshwater mussels have been

suggested to be potentially sensitive to aluminum

EPA worked collaboratively with USGSrsquos Columbia Environmental Research Center (CERC) to have acute and chronic aluminum toxicity tests conducted with a unionid mussel (fatmucket Lampsilis siliquoidea) in water-only exposures to obtain additional data on invertebrates New data on amphipod (Hyalella azteca)

were collected to confirm laboratory conditions

12

Aluminum Toxicity Data

13

bull New data and models examinedndash Data submitted to EU REACH program

bull New freshwater aluminum toxicity data generated by Oregon State University

bull 2016 BLM model provided by the European Aluminum Association

ndash Saltwater data provided by Australia bull Insufficient data to develop estuarinemarine acute or chronic

criteria at this timendash Multiple Linear Regression (MLR) model developed by

DeForest et al 2017bull DeForest DK KV Brix LM Tear and WJ Adams 2017 Multiple Linear Regression (MLR) models for predicting chronic aluminum

toxicity to freshwater aquatic organisms and developing water quality guidelines Environ Toxicol Chem (DOI101002etc3922)

14

Minimum Dataset For Freshwater Criteria Derivation

SALMONID SECONDFISHFAMILY

CHORDATA

PLANKTONICCRUSTACEAN

BENTHIC CRUSTACEAN

INSECT ROTIFERA ANNELIDA MOLLUSCA

OTHERINSECT ORMOLLUSCA

EstuarineMarine Minimum Data Requirements

15

Family Minimum Data Requirement EstuarineMarine

Acute(Phylum Family Genus)

Chronic(Phylum Family Genus)

Family in the phylum Chordata - -

Family in the phylum Chordata - -

Either the Mysidae or Penaeidae family - -

Family in a phylum other than Arthropoda or Chordata Mollusca Ostreidae Crassostrea -

Family in a phylum other than Chordata Annelida Nereididae Neanthes -

Family in a phylum other than Chordata Annelida Capitellidae Capitella -

Family in a phylum other than Chordata Annelida Ctenodrilidae Ctenodrilus -

Any other family Arthropoda Ameiridae Nitokra -

II Evaluate water quality conditions to determine applicability

bull Criteria are often based on one or more water quality conditions (eg hardness) that affect toxicity of the material to test organisms

bull Aluminum toxicity is highly dependent on the pH of the test waterndash The pH of test waters affects the amount and form

of aluminum that is bioavailable to test speciesndash Hardness and DOC (Dissolved Organic Carbon)

also influence the amount of aluminum that is bioavailable

16

Multiple Bioavailability Modeling Approaches Underwent External Peer Review

17

bull Biotic Ligand Modelsbull Full aluminum BLM (2016 model version) ndash Temperature pH

Dissolved organic carbon (DOC) Major cations (calcium [Ca] magnesium [Mg] sodium [Na] and potassium [K]) Major anions (sulfate [SO4] and chloride [Cl]) Alkalinity and Sulfide

bull Simplified aluminum BLM - pH hardness DOC temperature

bull Multilinear Regression Equationsbull pH and Hardness

Accounting for Effects of Water Chemistry on Bioavailability and Toxicity

bull Water quality criteria can be modified quantitatively when enough data are available to demonstrate that those conditions similarly affect the results with a variety of speciesndash High quality data in the draft aluminum document demonstrated

that pH DOC and hardness affected a variety of species in a similar way when exposed to aluminum concentrations

bull Recent publications by Cardwell et al (2017) and Gensemer et al (2017) summarized short-term aluminum chronic toxicity data across a range of DOC pH and hardness values for three species

18

Multiple Linear Regression (MLR) Models to Account for Effects of Water Chemistry

bull MLR models were developed for each species (DeForest et al 2017)ndash 119862119862 119889119889119906119906119887119887119894119894119886119886 11986411986411986211986220=119890119890[minus41026+[0525timesln(119863119863119874119874119862119862)]+[2201timesln(ℎ119886119886119903119903119889119889)]+(11282times119901119901119867119867)minus(0633times1199011199011198671198672)minus[0264times119901119901119867119867ln(ℎ119886119886119903119903119889119889)]]

ndash 119875119875 119901119901119903119903119900119900119898119898119890119890119897119897119886119886119904119904 11986411986411986211986220=119890119890[minus14029+[0503timesln(119863119863119874119874119862119862)]+[3443timesln(ℎ119886119886119903119903119889119889)]+(3131times119901119901119867119867)minus[0494times119901119901119867119867ln(ℎ119886119886119903119903119889119889)]]

bull These models were applied to both the acute and chronic aluminum toxicity datandash The C dubia model was applied to invertebrate datandash The P promelas model was applied to vertebrate data

19

III Normalize toxicity data in species sensitivity distribution to a set of water

quality conditionsbull Just like single parameter hardness models the MLR

models were used to normalize the aluminum toxicity data to a single set of water quality conditionsndash As an illustration for one set of calculations the draft

aluminum AWQC set these conditions to pH 7 hardness of 100 mgL and DOC of 1 mgL

bull This allows for comparisons to be made between species based on their sensitivity to aluminumndash Apples to apples

20

IV Construct sensitivity distribution to determine criteria at set conditions

21

Figure 8 Ranked Summary of Total Aluminum Genus Mean Acute Values (GMAVs) - Freshwater at pH 7 Hardness of 100 mgL and DOC of 1 mgL

IV Construct sensitivity distribution to determine criteria at set conditions

22

Figure 10 Ranked Summary of Total Aluminum Genus Mean Chronic Values (GMCVs) ndash Freshwater Supplemented with Other Data to Fulfill Missing MDRs at pH 7 Hardness of 100 mgL and DOC of 1 mgL

Aluminum Criteria Calculatorbull The relative ranking of genera in the sensitivity

distribution to which the toxicity data are normalized will change based on the set of water chemistry conditions (ie pH hardness and DOC)

bull To make calculating aluminum criteria easier EPA developed an Aluminum Criteria Calculatorndash Automated so that user only needs to enter water chemistry

conditions of interestndash Allows quick calculations for a variety of conditionsndash Limits calculations to the recommended conditions for which

the MLR models were developed were specified for hardness and DOC

bull No extrapolation beyond hardness and DOC empirical data bounds

23

Aluminum Criteria Calculator SD Example

24

pH=7 Hardness=100 DOC=1 pH=6 Hardness=25 DOC=1

Chronic Ranked GMCVRank GMCV Genus

12 17098 Aeolosoma Invert11 gt 9746 Rana Amphib - Other Data10 5908 Chironomus Invert

9 4877 Lymnaea Mollusk8 2555 Brachionus Invert7 2488 Pimephales Fish6 1713 Hyalella Invert5 1182 Ceriodaphnia Invert4 1102 Danio Fish3 1042 Lampsilis Mollusk2 591 Salvelinus Fish1 509 Salmo Fish

FCV = 3940 microgL total aluminum

Chronic Ranked GMCVRank GMCV Genus

12 gt 2131 Rana Amphib - Other Data11 1710 Aeolosoma Invert10 591 Chironomus Invert

9 544 Pimephales Fish8 488 Lymnaea Mollusk7 255 Brachionus Invert6 241 Danio Fish5 171 Hyalella Invert4 129 Salvelinus Fish3 118 Ceriodaphnia Invert2 111 Salmo Fish1 104 Lampsilis Mollusk

FCV = 987 microgL total aluminum

Multiple Scenarios

Run Scenarios

Summary Sheet

Acute Dataset

Chronic Dataset

Multiple Scenarios

Run Scenarios

Summary Sheet

Acute Dataset

Chronic Dataset

Boundaries of the Criteria Outputsbull MLR models were developed using data that

encompassndash DOC range of 008-5 mgLndash Hardness range of 98-127 mgL (as CaCO3)ndash pH range of 6-81

bull MLR criteria outputs are bounded atndash Maximum of 150 mgL total hardness (as CaCO3)

ndash DOC of 50 mgLndash pH range of the model is 50 to 90

25

Aluminum Criteria Look-Up Tables

26

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=05 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 23 a 14 b 69 c 160 f 350 f 620 i 540 b 410 a 230 a

50 43 a 24 b 100 d 170 f 310 f 630 f 670 j 400 a 200 a

75 61 a 33 b 130 e 180 f 290 f 530 f 730 i 390 a 190 a

100 78 a 41 b 150 e 190 f 280 g 460 f 770 c 390 a 180 a

150 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

200 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

250 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

300 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

350 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

400 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

Aluminum Criteria Look-Up Tables

27

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=10 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 33 a 21 b 99 c 220 f 490 f 900 i 780 b 590 a 330 a

50 61 a 35 b 150 e 250 f 440 f 890 f 960 j 580 a 290 a

75 88 a 47 b 180 e 260 f 410 f 740 f 1100 i 570 a 270 a

100 11 a 59 b 210 e 270 f 390 g 650 f 1100 c 560 b 260 a

150 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

200 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

250 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

300 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

350 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

400 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

Aluminum Criteria Look-Up Tables

28

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=25 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 54 a 34 b 160 c 350 f 770 f 1500 i 1300 b 960 a 540 a

50 99 a 57 b 230 e 390 f 690 f 1400 f 1600 j 930 a 470 a

75 14 a 77 b 290 e 410 f 640 f 1200 f 1700 i 920 a 440 a

100 18 a 96 b 330 e 420 f 620 g 1000 f 1800 d 920 b 420 a

150 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

200 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

250 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

300 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

350 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

400 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

Aluminum Criteria Look-Up Tables

29

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=50 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 77 a 49 b 230 c 500 f 1100 f 2100 c 1900 b 1400 a 770 a

50 14 a 82 b 330 e 540 f 970 f 2000 f 2200 j 1300 a 680 a

75 20 a 110 b 410 e 570 f 900 f 1600 f 2500 i 1300 a 640 a

100 26 a 140 b 460 f 590 f 880 g 1400 f 2500 d 1300 b 600 a

150 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

200 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

250 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

300 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

350 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

400 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

Status

30

bull Draft Document Released to the Federal Register on 72817ndash Public comment period of 60 days ndash Due Date for Comments is 92617

bull Revisions will be made considering public commentsbull Subsequent EPA intra-agency review of final criteria

document will then be conducted bull Publication of final criteria document planned for Late Fall

2017

Federal Register Webpagehttpswwwfederalregistergovdocuments201

707282017-15968request-for-scientific-views-draft-updated-aquatic-life-ambient-water-quality-criteria-for-aluminum

Aluminum Criteria Webpagehttpswwwepagovwqc2017-draft-aquatic-life-

criteria-aluminum-freshwater-documents

31

Contact Information

Aluminum Criteria Lead Diana EignorEignorDianaepagov

202-566-1143

Kathryn Gallagher Branch Chiefgallagherkathrynepagov

202-564-1398 32

  • Draft National 304(a) Aluminum Aquatic Life Criteria
  • Slide Number 2
  • Overview
  • Sources of Aluminum
  • Current 1988 Aluminum Criteria
  • Current 1988 Aluminum Criteria
  • Aluminum Standards
  • Criteria Development Process
  • Framework for Updated Draft Aluminum Criteria
  • I Screen toxicological studies for high quality data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Slide Number 14
  • EstuarineMarine Minimum Data Requirements
  • II Evaluate water quality conditions to determine applicability
  • Multiple Bioavailability Modeling Approaches Underwent External Peer Review
  • Accounting for Effects of Water Chemistry on Bioavailability and Toxicity
  • Multiple Linear Regression (MLR) Models to Account for Effects of Water Chemistry
  • III Normalize toxicity data in species sensitivity distribution to a set of water quality conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • Aluminum Criteria Calculator
  • Aluminum Criteria Calculator SD Example
  • Boundaries of the Criteria Outputs
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Status
  • Slide Number 31
  • Contact Information
Appendix C Acceptable Chronic Toxicity Data of Aluminum to Freshwater Aquatic Animals
MLR equation
Species Hardness (mgL as CaCO3) pH DOC(mgL) EC20 Endpoint EC20(microgL) Normalized Conc- EC20(microgL) SMCV-EC20(microgL) GMCV-EC20(microgL) Genus DOC Notes Dilution water
Oligochaete Aeolosoma sp 48 6 025 Reproduction (population size) 1235 1710 1710 1710 Aeolosoma Invert Author reported half the detection limit
Rotifer Brachionus calyciflorus 100 62 025 Reproduction (population size) 431 255 255 255 Brachionus Invert Author reported half the detection limit
Great pond snail Lymnaea stagnalis 117 61 025 Biomass 746 488 488 488 Lymnaea Mollusk Author reported half the detection limit
Fatmucket Lampsilis siliquoidea 1055 604 040 Biomass 169 104 104 104 Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia 50 715 11 Reproduction - youngstarting adult 1780 190 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia 26 73 05 Reproduction - youngfemale 1557 272 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 46 75 05 Reproduction - youngfemale 8087 110 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 96 79 05 Reproduction - youngfemale 6519 80 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 194 81 05 Reproduction - youngfemale 6836 89 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 255 703 05 Reproduction (youngfemale) 250 56 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 713 05 Reproduction (youngfemale) 860 106 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 25 798 05 Reproduction (youngfemale) 700 101 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 61 803 05 Reproduction (youngfemale) 1010 136 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 810 05 Reproduction (youngfemale) 870 116 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 255 633 05 Reproduction (youngfemale) 260 176 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 121 636 05 Reproduction (youngfemale) 390 110 118 118 Ceriodaphnia Invert Author reported
Amphipod Hyalella azteca 95 61 051 Biomass (28 d) 1993 101 Hyalella Author reported
Amphipod Hyalella azteca 106 604 033 Biomass (28 d) 425 289 171 171 Hyalella Invert Author reported
Midge Chironomus riparius 118 558 18 Adult midge emergence 2955 119 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 119 505 18 Adult midge emergence 8442 2258 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 91 66 051 Reproduction ( of eggscase) 3387 766 591 591 Chironomus Invert Author reported
Atlantic salmon Salmo salar 127 57 18 Biomass 6156 1112 1112 1112 Salmo Fish Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Brook trout Salvelinus fontinalis 123 655 19 Biomass 1644 59 Salvelinus Author reported wellRO mix
Brook trout Salvelinus fontinalis 128 565 18 Biomass 1435 283 1293 1293 Salvelinus Fish Author reported wellRO mix
Fathead minnow Pimephales promelas 220 770 16 Biomass 6194 781 Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation well water
Fathead minnow Pimephales promelas 96 620 025 Fry survival 4286 379 544 544 Pimephales Fish Author reported half the detection limit
Zebrafish Danio rerio 83 61 025 Biomass 2344 241 241 241 Danio Fish Author reported half the detection limit
Wood frog Rana sylvatica 115 469 16 MATC-survival gt 2000 gt 2131 gt 2131 2131 gt Rana Amphib - Other Data Value is from 2007 FW Cu AWQC Appendix C recommendation aged tap water
Appendix A Acceptable Acute Toxicity Data of Aluminum to Freshwater Aquatic Animals
Species Methoda Hardness (mgL as CaCO3) pH DOC(mgL) LC50 or EC50 Conc (microgL) Reference Normalized Conc - LC50(microgL) Species Mean Acute Value(microgL) Genus Mean Acute Value(microgL) Genus DOC Note Dilution water
Snail Physa sp S M T 474 659 11 gt 23400 Call 1984 Call et al 1984 gt 4843 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 755 11 30600 Call 1984 Call et al 1984 2699 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 817 11 gt 24700 Call 1984 Call et al 1984 gt 2404 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 746 11 55500 Call 1984 Call et al 1984 5034 3546 3546 Physa Mollusk Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Fatmucket Lampsilis siliquoidea F M T 1060 612 048 gt 6302 Wang et al 2016 Wang et al 2017 gt 2983 gt 2983 2983 gt Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia S M A 500 742 11 1900 McCauley et al 1986 173 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia S M A 505 786 11 1500 McCauley et al 1986 129 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation UW-S Lake Superior lab water
Cladoceran Ceriodaphnia dubia S M A 500 813 11 2560 McCauley et al 1986 243 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia R M T 26 75 05 720 ENSR 1992d 111 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 46 76 05 1880 ENSR 1992d 250 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 96 78 05 2450 ENSR 1992d 289 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 3727 Fort and Stover 1995 500 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 5673 Fort and Stover 1995 761 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 89 76 05 2880 Soucek et al 2001 336 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U T 106 601 05 7112 European Al Association 2009 169 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 605 2 6865 European Al Association 2009 709 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 609 4 15581 European Al Association 2009 1007 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 601 05 681 European Al Association 2009 162 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 603 05 1630 European Al Association 2009 367 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 597 05 1785 European Al Association 2009 473 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 592 05 1410 European Al Association 2009 429 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 699 05 gt 1300 European Al Association 2009 gt 419 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 785 05 gt 5000 European Al Association 2009 gt 796 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 68 2 gt 10000 European Al Association 2009 gt 2076 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 782 2 gt 15000 European Al Association 2009 gt 1163 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 677 4 gt 10000 European Al Association 2009 gt 1516 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 766 4 gt 15000 European Al Association 2009 gt 861 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 79 05 gt 2000 European Al Association 2009 gt 315 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 789 05 gt 2000 European Al Association 2009 gt 316 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 604 05 1108 European Al Association 2009 85 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 598 2 11371 European Al Association 2009 482 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 573 4 80467 European Al Association 2009 4357 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 671 05 gt 10000 European Al Association 2009 gt 2379 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 783 05 gt 5000 European Al Association 2009 gt 634 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 679 2 gt 10000 European Al Association 2009 gt 1039 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 767 2 gt 15000 European Al Association 2009 gt 908 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 668 4 gt 15000 European Al Association 2009 gt 1246 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 762 4 gt 15000 European Al Association 2009 gt 633 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 606 2 33868 European Al Association 2009 792 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 56 4 104842 European Al Association 2009 4880 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 693 05 gt 5000 European Al Association 2009 gt 713 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 788 05 gt 5000 European Al Association 2009 gt 590 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 676 2 gt 15000 European Al Association 2009 gt 1212 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 771 2 gt 15000 European Al Association 2009 gt 810 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 66 4 gt 15000 European Al Association 2009 gt 1014 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 76 4 gt 15000 European Al Association 2009 gt 555 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11971 European Al Association 2010 270 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 27478 European Al Association 2010 619 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11998 European Al Association 2010 270 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 607 05 92495 European Al Association 2010 188 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 609 05 31337 European Al Association 2010 604 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 61 05 33235 European Al Association 2010 624 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 708 05 gt 8864 European Al Association 2010 gt 253 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 779 05 gt 42783 European Al Association 2010 gt 693 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 753 05 13204 European Al Association 2010 24 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 601 05 46326 European Al Association 2010 380 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 599 05 gt 8590 European Al Association 2010 gt 737 509 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia reticulata F M T 451 60 11 304 Shephard 1983 201 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia reticulata F M T 40 55 11 362 Shephard 1983 5531 1054 733 Ceriodaphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake SuperiorDI Mix
Cladoceran Daphnia magna S U NR 453 774 11 3900 Biesinger and Christensen 1972 338 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S M T 220 76 16 38200 Kimball 1978 2030 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Well water
Cladoceran Daphnia magna S U T 451 725 11 2800 Shephard 1983 287 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S U T 168 599 05 5000 European Al Association 2009 gt 227 - Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Daphnia magna S U T 168 792 05 7950 European Al Association 2009 92 333 333 Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Ostracod Stenocypris major R M T 1563 651 16 310196 Shuhaimi-Othman et al 2011a 1022 1022 1022 Stenocypris Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Malaysia)
Amphipod Crangonyx pseudogracilis R U T 50 675 16 9190 Martin and Holdich 1986 1217 1217 1217 Crangonyx Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (UK)
Amphipod Hyalella azteca F M T 105 613 048 gt 5997 Wang et al 2016 Wang et al 2017 gt 2800 gt 2800 2800 gt Hyalella Invert Author reported
Stonefly Acroneuria sp S M T 474 746 11 gt 22600 Call et al 1984 gt 2050 gt 2050 2050 gt Acroneuria Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Midge Chironomus plumosus S U T 80 70 16 30000 Fargasova 2001 2536 2536 2536 Chironomus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Slovakia)
Midge Paratanytarsus dissimilis S M T 1743 728 28 gt 77700 Lamb and Bailey 1981 1983 gt 6232 gt 6232 6232 gt Paratanytarsus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Liberty Lake Washington
Rainbow trout Oncorhynchus mykiss F M T 274 758 05 gt 9840 Gundersen et al 1994 gt 1256 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 452 762 05 gt 8070 Gundersen et al 1994 gt 1140 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 895 758 05 gt 8160 Gundersen et al 1994 gt 1489 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1304 758 05 gt 8200 Gundersen et al 1994 gt 1676 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 232 825 05 6170 Gundersen et al 1994 260 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 350 826 05 6170 Gundersen et al 1994 333 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 836 829 05 7670 Gundersen et al 1994 701 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1158 830 05 6930 Gundersen et al 1994 777 801 801 Oncorhynchus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Atlantic salmon Salmo salar S U T 68 55 05 584 Hamilton and Haines 1995 4602 - Salmo Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Atlantic salmon Salmo salar S U T 68 65 05 599 Hamilton and Haines 1995 531 1564 1564 Salmo Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Brook trout Salvelinus fontinalis S U T 40 56 16 6530 Tandjung 1982 6947 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 18 56 16 3400 Tandjung 1982 6209 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 2 56 16 370 Tandjung 1982 2988 5051 5051 Salvelinus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green sunfish Lepomis cyanellus S M T 474 755 11 gt 50000 Call et al 1984 gt 5255 gt 5255 5255 gt Lepomis Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Rio Grande silvery minnow Hybognathus amarus R M T 140 81 05 gt 59100 Buhl 2002 gt 8620 gt 8620 8620 gt Hybognathus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Fathead minnow Pimephales promelas S M T 474 761 11 gt 48200 Call et al 1984 gt 4707 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas S M T 474 805 11 gt 49800 Call et al 1984 gt 2837 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas R M T 26 78 05 1160 ENSR 1992c 104 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 46 76 05 8180 ENSR 1992c 1191 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 96 81 05 20300 ENSR 1992c 2398 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 194 81 05 44800 ENSR 1992c 7839 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 140 81 05 gt 59100 Buhl 2002 gt 8620 2224 2224 Pimephales Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Smallmouth bass Micropterus dolomieui S M T 1245 505 16 130 Kane and Rabeni 1987 859 859 859 Micropterus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green tree frog Hyla cinerea R M T 455 549 05 gt 4052 Jung and Jagoe 1995 gt 4377 gt 4377 4377 gt Hyla Amphibian Value is from 2007 FW Cu AWQC Appendix C recommendation artificial soft recon
Normalization Chemistry
pH 6 FAV 360
Hardness 25 CMC 180
DOC 1 CCC 99
Acute Ranked GMAV Chronic Ranked GMCV
Rank GMAV Genus Rank GMCV Genus
18 gt 8620 Hybognathus Fish 12 gt 2131 Rana Amphib - Other Data
17 gt 6232 Paratanytarsus Invert 11 1710 Aeolosoma Invert
16 gt 5255 Lepomis Fish 10 591 Chironomus Invert
15 5051 Salvelinus Fish 9 544 Pimephales Fish
14 gt 4377 Hyla Amphibian 8 488 Lymnaea Mollusk
13 3546 Physa Mollusk 7 255 Brachionus Invert
12 gt 2983 Lampsilis Mollusk 6 241 Danio Fish
11 gt 2800 Hyalella Invert 5 171 Hyalella Invert
10 2536 Chironomus Invert 4 129 Salvelinus Fish
9 2224 Pimephales Fish 3 118 Ceriodaphnia Invert
8 gt 2050 Acroneuria Invert 2 111 Salmo Fish
7 1564 Salmo Fish 1 104 Lampsilis Mollusk
6 1217 Crangonyx Invert
5 1022 Stenocypris Invert
4 859 Micropterus Fish
3 801 Oncorhynchus Fish
2 733 Ceriodaphnia Invert
1 333 Daphnia Invert
N Rank Genus GMAV ln(GMAV) ln(GMAV)2 P=R(N+1) sqrt(P) N Rank Genus GMCV ln(GMCV) ln(GMCV)2 P=R(N+1) sqrt(P)
18 4 Micropterus 859 676 4564 0211 0459 12 4 Salvelinus 129 486 2364 0308 0555
3 Oncorhynchus 801 669 4469 0158 0397 3 Ceriodaphnia 118 477 2277 0231 0480
2 Ceriodaphnia 733 660 4352 0105 0324 2 Salmo 111 471 2220 0154 0392
1 Daphnia 333 581 3374 0053 0229 1 Lampsilis 104 465 2159 0077 0277
Sum 2585 1676 0526 141 Sum 1899 902 0769 170
S2 = 1987 S2 = 059
L = 4890 L = 4420
A = 5887 A = 4592
FAV = 360 FCV = 987
CMC = 180
All concentrations reported are microgL total Aluminum
lt-----Click Button after entering data
ENTER DATA HERE ERRORNUM ACUTE CHRONIC
Rank 1 Rank 2 Rank 3 Rank 4 Rank 1 Rank 2 Rank 3 Rank 4
SiteName DOC(mgL) Hardness(mgL as CaCO3) pH FAV CMC CCC Genus GMAV Genus GMAV Genus GMAV Genus GMAV Genus GMCV Genus GMCV Genus GMCV Genus GMCV
Site 1 50 25 9 75428737034162 35229324666008 1800 770 Daphnia 33452 Ceriodaphnia 73576 Stenocypris 102576 Crangonyx 122230 Lampsilis 10463 Ceriodaphnia 11865 Hyalella 17200 Brachionus 25648
Site 2 50 50 9 75428737034162 31204991509063 1600 680 Daphnia 29631 Ceriodaphnia 65171 Stenocypris 90859 Crangonyx 108267 Lampsilis 9268 Ceriodaphnia 10510 Hyalella 15236 Brachionus 22718
Site 3 50 75 9 75428737034162 29067527928199 1500 640 Daphnia 27601 Ceriodaphnia 60707 Stenocypris 84635 Crangonyx 100851 Lampsilis 8633 Ceriodaphnia 9790 Hyalella 14192 Brachionus 21162
Site 4 50 100 9 75428737034162 27640367912592 1400 600 Daphnia 26246 Ceriodaphnia 57726 Stenocypris 80480 Crangonyx 95899 Lampsilis 8209 Ceriodaphnia 9309 Hyalella 13495 Brachionus 20123
Site 5 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 6 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 7 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 8 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 9 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 10 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 11 50 25 85 75428737034162 63245275664384 3200 1400 Daphnia 60055 Ceriodaphnia 132086 Stenocypris 184149 Crangonyx 219432 Lampsilis 18783 Ceriodaphnia 21301 Hyalella 30879 Brachionus 46045
Site 12 50 50 85 75428737034162 61388044609926 3100 1300 Daphnia 58291 Ceriodaphnia 128208 Stenocypris 178742 Crangonyx 212988 Lampsilis 18232 Ceriodaphnia 20676 Hyalella 29972 Brachionus 44693
Site 13 50 75 85 75428737034162 60327020429132 3000 1300 Daphnia 57284 Ceriodaphnia 125992 Stenocypris 175652 Crangonyx 209307 Lampsilis 17917 Ceriodaphnia 20318 Hyalella 29454 Brachionus 43920
Site 14 50 100 85 75428737034162 59585352130146 3000 1300 Daphnia 56580 Ceriodaphnia 124443 Stenocypris 173493 Crangonyx 206734 Lampsilis 17696 Ceriodaphnia 20068 Hyalella 29092 Salmo 41264
Site 15 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 16 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 17 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 18 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 19 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 20 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Appendix C Acceptable Chronic Toxicity Data of Aluminum to Freshwater Aquatic Animals
MLR equation
Species Hardness (mgL as CaCO3) pH DOC(mgL) EC20 Endpoint EC20(microgL) Normalized Conc- EC20(microgL) SMCV-EC20(microgL) GMCV-EC20(microgL) Genus DOC Notes Dilution water
Oligochaete Aeolosoma sp 48 6 025 Reproduction (population size) 1235 17098 17098 17098 Aeolosoma Invert Author reported half the detection limit
Rotifer Brachionus calyciflorus 100 62 025 Reproduction (population size) 431 2555 2555 2555 Brachionus Invert Author reported half the detection limit
Great pond snail Lymnaea stagnalis 117 61 025 Biomass 746 4877 4877 4877 Lymnaea Mollusk Author reported half the detection limit
Fatmucket Lampsilis siliquoidea 1055 604 040 Biomass 169 1042 1042 1042 Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia 50 715 11 Reproduction - youngstarting adult 1780 1898 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia 26 73 05 Reproduction - youngfemale 1557 2718 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 46 75 05 Reproduction - youngfemale 8087 1102 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 96 79 05 Reproduction - youngfemale 6519 796 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 194 81 05 Reproduction - youngfemale 6836 888 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 255 703 05 Reproduction (youngfemale) 250 563 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 713 05 Reproduction (youngfemale) 860 1061 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 25 798 05 Reproduction (youngfemale) 700 1006 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 61 803 05 Reproduction (youngfemale) 1010 1363 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 810 05 Reproduction (youngfemale) 870 1164 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 255 633 05 Reproduction (youngfemale) 260 1758 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 121 636 05 Reproduction (youngfemale) 390 1101 1182 1182 Ceriodaphnia Invert Author reported
Amphipod Hyalella azteca 95 61 051 Biomass (28 d) 1993 1014 Hyalella Author reported
Amphipod Hyalella azteca 106 604 033 Biomass (28 d) 425 2895 1713 1713 Hyalella Invert Author reported
Midge Chironomus riparius 118 558 18 Adult midge emergence 2955 1192 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 119 505 18 Adult midge emergence 8442 22578 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 91 66 051 Reproduction ( of eggscase) 3387 7664 5908 5908 Chironomus Invert Author reported
Atlantic salmon Salmo salar 127 57 18 Biomass 6156 5085 5085 5085 Salmo Fish Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Brook trout Salvelinus fontinalis 123 655 19 Biomass 1644 270 Salvelinus Author reported wellRO mix
Brook trout Salvelinus fontinalis 128 565 18 Biomass 1435 1295 5914 5914 Salvelinus Fish Author reported wellRO mix
Fathead minnow Pimephales promelas 220 770 16 Biomass 6194 3569 Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation well water
Fathead minnow Pimephales promelas 96 620 025 Fry survival 4286 1734 2488 2488 Pimephales Fish Author reported half the detection limit
Zebrafish Danio rerio 83 61 025 Biomass 2344 1102 1102 1102 Danio Fish Author reported half the detection limit
Wood frog Rana sylvatica 115 469 16 MATC-survival gt 2000 gt 9746 gt 9746 9746 gt Rana Amphib - Other Data Value is from 2007 FW Cu AWQC Appendix C recommendation aged tap water
Appendix A Acceptable Acute Toxicity Data of Aluminum to Freshwater Aquatic Animals
Species Methoda Hardness (mgL as CaCO3) pH DOC(mgL) LC50 or EC50 Conc (microgL) Reference Normalized Conc - LC50(microgL) Species Mean Acute Value(microgL) Genus Mean Acute Value(microgL) Genus DOC Note Dilution water
Snail Physa sp S M T 474 659 11 gt 23400 Call 1984 Call et al 1984 gt 48425 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 755 11 30600 Call 1984 Call et al 1984 26986 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 817 11 gt 24700 Call 1984 Call et al 1984 gt 24040 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 746 11 55500 Call 1984 Call et al 1984 50338 35462 35462 Physa Mollusk Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Fatmucket Lampsilis siliquoidea F M T 1060 612 048 gt 6302 Wang et al 2016 Wang et al 2017 gt 29834 gt 29834 29834 gt Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia S M A 500 742 11 1900 McCauley et al 1986 1728 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia S M A 505 786 11 1500 McCauley et al 1986 1294 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation UW-S Lake Superior lab water
Cladoceran Ceriodaphnia dubia S M A 500 813 11 2560 McCauley et al 1986 2431 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia R M T 26 75 05 720 ENSR 1992d 1113 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 46 76 05 1880 ENSR 1992d 2495 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 96 78 05 2450 ENSR 1992d 2894 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 3727 Fort and Stover 1995 5002 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 5673 Fort and Stover 1995 7613 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 89 76 05 2880 Soucek et al 2001 3362 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U T 106 601 05 7112 European Al Association 2009 1691 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 605 2 6865 European Al Association 2009 7088 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 609 4 15581 European Al Association 2009 10072 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 601 05 681 European Al Association 2009 1620 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 603 05 1630 European Al Association 2009 3674 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 597 05 1785 European Al Association 2009 4732 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 592 05 1410 European Al Association 2009 4295 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 699 05 gt 1300 European Al Association 2009 gt 4189 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 785 05 gt 5000 European Al Association 2009 gt 7960 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 68 2 gt 10000 European Al Association 2009 gt 20755 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 782 2 gt 15000 European Al Association 2009 gt 11626 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 677 4 gt 10000 European Al Association 2009 gt 15161 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 766 4 gt 15000 European Al Association 2009 gt 8608 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 79 05 gt 2000 European Al Association 2009 gt 3150 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 789 05 gt 2000 European Al Association 2009 gt 3156 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 604 05 1108 European Al Association 2009 850 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 598 2 11371 European Al Association 2009 4817 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 573 4 80467 European Al Association 2009 43570 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 671 05 gt 10000 European Al Association 2009 gt 23786 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 783 05 gt 5000 European Al Association 2009 gt 6344 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 679 2 gt 10000 European Al Association 2009 gt 10394 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 767 2 gt 15000 European Al Association 2009 gt 9082 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 668 4 gt 15000 European Al Association 2009 gt 12461 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 762 4 gt 15000 European Al Association 2009 gt 6332 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 606 2 33868 European Al Association 2009 7920 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 56 4 104842 European Al Association 2009 48800 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 693 05 gt 5000 European Al Association 2009 gt 7126 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 788 05 gt 5000 European Al Association 2009 gt 5898 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 676 2 gt 15000 European Al Association 2009 gt 12117 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 771 2 gt 15000 European Al Association 2009 gt 8096 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 66 4 gt 15000 European Al Association 2009 gt 10139 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 76 4 gt 15000 European Al Association 2009 gt 5545 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11971 European Al Association 2010 2699 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 27478 European Al Association 2010 6194 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11998 European Al Association 2010 2705 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 607 05 92495 European Al Association 2010 1876 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 609 05 31337 European Al Association 2010 6035 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 61 05 33235 European Al Association 2010 6238 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 708 05 gt 8864 European Al Association 2010 gt 2534 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 779 05 gt 42783 European Al Association 2010 gt 6930 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 753 05 13204 European Al Association 2010 244 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 601 05 46326 European Al Association 2010 3798 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 599 05 gt 8590 European Al Association 2010 gt 7366 5094 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia reticulata F M T 451 60 11 304 Shephard 1983 2009 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia reticulata F M T 40 55 11 362 Shephard 1983 55307 10542 7328 Ceriodaphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake SuperiorDI Mix
Cladoceran Daphnia magna S U NR 453 774 11 3900 Biesinger and Christensen 1972 3382 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S M T 220 76 16 38200 Kimball 1978 20303 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Well water
Cladoceran Daphnia magna S U T 451 725 11 2800 Shephard 1983 2868 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S U T 168 599 05 5000 European Al Association 2009 gt 2265 - Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Daphnia magna S U T 168 792 05 7950 European Al Association 2009 920 3332 3332 Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Ostracod Stenocypris major R M T 1563 651 16 310196 Shuhaimi-Othman et al 2011a 10216 10216 10216 Stenocypris Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Malaysia)
Amphipod Crangonyx pseudogracilis R U T 50 675 16 9190 Martin and Holdich 1986 12174 12174 12174 Crangonyx Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (UK)
Amphipod Hyalella azteca F M T 105 613 048 gt 5997 Wang et al 2016 Wang et al 2017 gt 28002 gt 28002 28002 gt Hyalella Invert Author reported
Stonefly Acroneuria sp S M T 474 746 11 gt 22600 Call et al 1984 gt 20498 gt 20498 20498 gt Acroneuria Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Midge Chironomus plumosus S U T 80 70 16 30000 Fargasova 2001 25361 25361 25361 Chironomus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Slovakia)
Midge Paratanytarsus dissimilis S M T 1743 728 28 gt 77700 Lamb and Bailey 1981 1983 gt 62318 gt 62318 62318 gt Paratanytarsus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Liberty Lake Washington
Rainbow trout Oncorhynchus mykiss F M T 274 758 05 gt 9840 Gundersen et al 1994 gt 5745 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 452 762 05 gt 8070 Gundersen et al 1994 gt 5212 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 895 758 05 gt 8160 Gundersen et al 1994 gt 6807 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1304 758 05 gt 8200 Gundersen et al 1994 gt 7662 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 232 825 05 6170 Gundersen et al 1994 1190 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 350 826 05 6170 Gundersen et al 1994 1523 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 836 829 05 7670 Gundersen et al 1994 3205 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1158 830 05 6930 Gundersen et al 1994 3554 3661 3661 Oncorhynchus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Atlantic salmon Salmo salar S U T 68 55 05 584 Hamilton and Haines 1995 21042 - Salmo Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Atlantic salmon Salmo salar S U T 68 65 05 599 Hamilton and Haines 1995 2430 7151 7151 Salmo Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Brook trout Salvelinus fontinalis S U T 40 56 16 6530 Tandjung 1982 31767 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 18 56 16 3400 Tandjung 1982 28391 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 2 56 16 370 Tandjung 1982 13663 23097 23097 Salvelinus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green sunfish Lepomis cyanellus S M T 474 755 11 gt 50000 Call et al 1984 gt 24028 gt 24028 24028 gt Lepomis Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Rio Grande silvery minnow Hybognathus amarus R M T 140 81 05 gt 59100 Buhl 2002 gt 39414 gt 39414 39414 gt Hybognathus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Fathead minnow Pimephales promelas S M T 474 761 11 gt 48200 Call et al 1984 gt 21522 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas S M T 474 805 11 gt 49800 Call et al 1984 gt 12972 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas R M T 26 78 05 1160 ENSR 1992c 477 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 46 76 05 8180 ENSR 1992c 5446 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 96 81 05 20300 ENSR 1992c 10966 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 194 81 05 44800 ENSR 1992c 35847 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 140 81 05 gt 59100 Buhl 2002 gt 39414 10168 10168 Pimephales Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Smallmouth bass Micropterus dolomieui S M T 1245 505 16 130 Kane and Rabeni 1987 3929 3929 3929 Micropterus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green tree frog Hyla cinerea R M T 455 549 05 gt 4052 Jung and Jagoe 1995 gt 20016 gt 20016 20016 gt Hyla Amphibian Value is from 2007 FW Cu AWQC Appendix C recommendation artificial soft recon
Normalization Chemistry
pH 7 FAV 2741
Hardness 100 CMC 1400
DOC 1 CCC 390
Acute Ranked GMAV Chronic Ranked GMCV
Rank GMAV Genus Rank GMCV Genus
18 gt 62318 Paratanytarsus Invert 12 17098 Aeolosoma Invert
17 gt 39414 Hybognathus Fish 11 gt 9746 Rana Amphib - Other Data
16 35462 Physa Mollusk 10 5908 Chironomus Invert
15 gt 29834 Lampsilis Mollusk 9 4877 Lymnaea Mollusk
14 gt 28002 Hyalella Invert 8 2555 Brachionus Invert
13 25361 Chironomus Invert 7 2488 Pimephales Fish
12 gt 24028 Lepomis Fish 6 1713 Hyalella Invert
11 23097 Salvelinus Fish 5 1182 Ceriodaphnia Invert
10 gt 20498 Acroneuria Invert 4 1102 Danio Fish
9 gt 20016 Hyla Amphibian 3 1042 Lampsilis Mollusk
8 12174 Crangonyx Invert 2 591 Salvelinus Fish
7 10216 Stenocypris Invert 1 509 Salmo Fish
6 10168 Pimephales Fish
5 7328 Ceriodaphnia Invert
4 7151 Salmo Fish
3 3929 Micropterus Fish
2 3661 Oncorhynchus Fish
1 3332 Daphnia Invert
N Rank Genus GMAV ln(GMAV) ln(GMAV)2 P=R(N+1) sqrt(P) N Rank Genus GMCV ln(GMCV) ln(GMCV)2 P=R(N+1) sqrt(P)
18 4 Salmo 7151 887 7876 0211 0459 12 4 Danio 1102 700 4907 0308 0555
3 Micropterus 3929 828 6849 0158 0397 3 Lampsilis 1042 695 4829 0231 0480
2 Oncorhynchus 3661 821 6733 0105 0324 2 Salvelinus 591 638 4074 0154 0392
1 Daphnia 3332 811 6579 0053 0229 1 Salmo 509 623 3883 0077 0277
Sum 3347 2804 0526 141 Sum 2657 1769 0769 170
S2 = 1223 S2 = 1080
L = 7134 L = 5242
A = 7916 A = 5976
FAV = 2741 FCV = 3940
CMC = 1371
All concentrations reported are microgL total Aluminum
lt-----Click Button after entering data
ENTER DATA HERE ERRORNUM ACUTE CHRONIC
Rank 1 Rank 2 Rank 3 Rank 4 Rank 1 Rank 2 Rank 3 Rank 4
SiteName DOC(mgL) Hardness(mgL as CaCO3) pH FAV CMC CCC Genus GMAV Genus GMAV Genus GMAV Genus GMAV Genus GMCV Genus GMCV Genus GMCV Genus GMCV
Site 1 50 25 9 75428737034162 35229324666008 1800 770 Daphnia 33452 Ceriodaphnia 73576 Stenocypris 102576 Crangonyx 122230 Lampsilis 10463 Ceriodaphnia 11865 Hyalella 17200 Brachionus 25648
Site 2 50 50 9 75428737034162 31204991509063 1600 680 Daphnia 29631 Ceriodaphnia 65171 Stenocypris 90859 Crangonyx 108267 Lampsilis 9268 Ceriodaphnia 10510 Hyalella 15236 Brachionus 22718
Site 3 50 75 9 75428737034162 29067527928199 1500 640 Daphnia 27601 Ceriodaphnia 60707 Stenocypris 84635 Crangonyx 100851 Lampsilis 8633 Ceriodaphnia 9790 Hyalella 14192 Brachionus 21162
Site 4 50 100 9 75428737034162 27640367912592 1400 600 Daphnia 26246 Ceriodaphnia 57726 Stenocypris 80480 Crangonyx 95899 Lampsilis 8209 Ceriodaphnia 9309 Hyalella 13495 Brachionus 20123
Site 5 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 6 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 7 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 8 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 9 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 10 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 11 50 25 85 75428737034162 63245275664384 3200 1400 Daphnia 60055 Ceriodaphnia 132086 Stenocypris 184149 Crangonyx 219432 Lampsilis 18783 Ceriodaphnia 21301 Hyalella 30879 Brachionus 46045
Site 12 50 50 85 75428737034162 61388044609926 3100 1300 Daphnia 58291 Ceriodaphnia 128208 Stenocypris 178742 Crangonyx 212988 Lampsilis 18232 Ceriodaphnia 20676 Hyalella 29972 Brachionus 44693
Site 13 50 75 85 75428737034162 60327020429132 3000 1300 Daphnia 57284 Ceriodaphnia 125992 Stenocypris 175652 Crangonyx 209307 Lampsilis 17917 Ceriodaphnia 20318 Hyalella 29454 Brachionus 43920
Site 14 50 100 85 75428737034162 59585352130146 3000 1300 Daphnia 56580 Ceriodaphnia 124443 Stenocypris 173493 Crangonyx 206734 Lampsilis 17696 Ceriodaphnia 20068 Hyalella 29092 Salmo 41264
Site 15 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 16 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 17 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 18 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 19 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 20 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Page 11: Draft National 304(a) Aluminum Aquatic Life Criteria … · Draft National 304(a) Aluminum Aquatic Life Criteria ... [0.503×ln ... [0.494𝑝𝑝𝐻𝐻× ℎ𝑎𝑎:ln

Aluminum Toxicity Databull The updated freshwater aluminum criteria meets the

acute and chronic minimum data requirements outlined in EPArsquos 1985 Guidelines

InvertebrateSpecies

Fish Species

AmphibianSpecies

Total Genera

Acute1988 AWQC 8 7 - 142017 Draft AWQC 11 8 1 18

Chronic1988 AWQC 2 1 - 32017 Draft AWQC 7 4 - 11

11 1988 AWQC Chronic CCC based on two studies for the striped

bass and brook trout

Aluminum Toxicity Data Freshwater mussels have been

suggested to be potentially sensitive to aluminum

EPA worked collaboratively with USGSrsquos Columbia Environmental Research Center (CERC) to have acute and chronic aluminum toxicity tests conducted with a unionid mussel (fatmucket Lampsilis siliquoidea) in water-only exposures to obtain additional data on invertebrates New data on amphipod (Hyalella azteca)

were collected to confirm laboratory conditions

12

Aluminum Toxicity Data

13

bull New data and models examinedndash Data submitted to EU REACH program

bull New freshwater aluminum toxicity data generated by Oregon State University

bull 2016 BLM model provided by the European Aluminum Association

ndash Saltwater data provided by Australia bull Insufficient data to develop estuarinemarine acute or chronic

criteria at this timendash Multiple Linear Regression (MLR) model developed by

DeForest et al 2017bull DeForest DK KV Brix LM Tear and WJ Adams 2017 Multiple Linear Regression (MLR) models for predicting chronic aluminum

toxicity to freshwater aquatic organisms and developing water quality guidelines Environ Toxicol Chem (DOI101002etc3922)

14

Minimum Dataset For Freshwater Criteria Derivation

SALMONID SECONDFISHFAMILY

CHORDATA

PLANKTONICCRUSTACEAN

BENTHIC CRUSTACEAN

INSECT ROTIFERA ANNELIDA MOLLUSCA

OTHERINSECT ORMOLLUSCA

EstuarineMarine Minimum Data Requirements

15

Family Minimum Data Requirement EstuarineMarine

Acute(Phylum Family Genus)

Chronic(Phylum Family Genus)

Family in the phylum Chordata - -

Family in the phylum Chordata - -

Either the Mysidae or Penaeidae family - -

Family in a phylum other than Arthropoda or Chordata Mollusca Ostreidae Crassostrea -

Family in a phylum other than Chordata Annelida Nereididae Neanthes -

Family in a phylum other than Chordata Annelida Capitellidae Capitella -

Family in a phylum other than Chordata Annelida Ctenodrilidae Ctenodrilus -

Any other family Arthropoda Ameiridae Nitokra -

II Evaluate water quality conditions to determine applicability

bull Criteria are often based on one or more water quality conditions (eg hardness) that affect toxicity of the material to test organisms

bull Aluminum toxicity is highly dependent on the pH of the test waterndash The pH of test waters affects the amount and form

of aluminum that is bioavailable to test speciesndash Hardness and DOC (Dissolved Organic Carbon)

also influence the amount of aluminum that is bioavailable

16

Multiple Bioavailability Modeling Approaches Underwent External Peer Review

17

bull Biotic Ligand Modelsbull Full aluminum BLM (2016 model version) ndash Temperature pH

Dissolved organic carbon (DOC) Major cations (calcium [Ca] magnesium [Mg] sodium [Na] and potassium [K]) Major anions (sulfate [SO4] and chloride [Cl]) Alkalinity and Sulfide

bull Simplified aluminum BLM - pH hardness DOC temperature

bull Multilinear Regression Equationsbull pH and Hardness

Accounting for Effects of Water Chemistry on Bioavailability and Toxicity

bull Water quality criteria can be modified quantitatively when enough data are available to demonstrate that those conditions similarly affect the results with a variety of speciesndash High quality data in the draft aluminum document demonstrated

that pH DOC and hardness affected a variety of species in a similar way when exposed to aluminum concentrations

bull Recent publications by Cardwell et al (2017) and Gensemer et al (2017) summarized short-term aluminum chronic toxicity data across a range of DOC pH and hardness values for three species

18

Multiple Linear Regression (MLR) Models to Account for Effects of Water Chemistry

bull MLR models were developed for each species (DeForest et al 2017)ndash 119862119862 119889119889119906119906119887119887119894119894119886119886 11986411986411986211986220=119890119890[minus41026+[0525timesln(119863119863119874119874119862119862)]+[2201timesln(ℎ119886119886119903119903119889119889)]+(11282times119901119901119867119867)minus(0633times1199011199011198671198672)minus[0264times119901119901119867119867ln(ℎ119886119886119903119903119889119889)]]

ndash 119875119875 119901119901119903119903119900119900119898119898119890119890119897119897119886119886119904119904 11986411986411986211986220=119890119890[minus14029+[0503timesln(119863119863119874119874119862119862)]+[3443timesln(ℎ119886119886119903119903119889119889)]+(3131times119901119901119867119867)minus[0494times119901119901119867119867ln(ℎ119886119886119903119903119889119889)]]

bull These models were applied to both the acute and chronic aluminum toxicity datandash The C dubia model was applied to invertebrate datandash The P promelas model was applied to vertebrate data

19

III Normalize toxicity data in species sensitivity distribution to a set of water

quality conditionsbull Just like single parameter hardness models the MLR

models were used to normalize the aluminum toxicity data to a single set of water quality conditionsndash As an illustration for one set of calculations the draft

aluminum AWQC set these conditions to pH 7 hardness of 100 mgL and DOC of 1 mgL

bull This allows for comparisons to be made between species based on their sensitivity to aluminumndash Apples to apples

20

IV Construct sensitivity distribution to determine criteria at set conditions

21

Figure 8 Ranked Summary of Total Aluminum Genus Mean Acute Values (GMAVs) - Freshwater at pH 7 Hardness of 100 mgL and DOC of 1 mgL

IV Construct sensitivity distribution to determine criteria at set conditions

22

Figure 10 Ranked Summary of Total Aluminum Genus Mean Chronic Values (GMCVs) ndash Freshwater Supplemented with Other Data to Fulfill Missing MDRs at pH 7 Hardness of 100 mgL and DOC of 1 mgL

Aluminum Criteria Calculatorbull The relative ranking of genera in the sensitivity

distribution to which the toxicity data are normalized will change based on the set of water chemistry conditions (ie pH hardness and DOC)

bull To make calculating aluminum criteria easier EPA developed an Aluminum Criteria Calculatorndash Automated so that user only needs to enter water chemistry

conditions of interestndash Allows quick calculations for a variety of conditionsndash Limits calculations to the recommended conditions for which

the MLR models were developed were specified for hardness and DOC

bull No extrapolation beyond hardness and DOC empirical data bounds

23

Aluminum Criteria Calculator SD Example

24

pH=7 Hardness=100 DOC=1 pH=6 Hardness=25 DOC=1

Chronic Ranked GMCVRank GMCV Genus

12 17098 Aeolosoma Invert11 gt 9746 Rana Amphib - Other Data10 5908 Chironomus Invert

9 4877 Lymnaea Mollusk8 2555 Brachionus Invert7 2488 Pimephales Fish6 1713 Hyalella Invert5 1182 Ceriodaphnia Invert4 1102 Danio Fish3 1042 Lampsilis Mollusk2 591 Salvelinus Fish1 509 Salmo Fish

FCV = 3940 microgL total aluminum

Chronic Ranked GMCVRank GMCV Genus

12 gt 2131 Rana Amphib - Other Data11 1710 Aeolosoma Invert10 591 Chironomus Invert

9 544 Pimephales Fish8 488 Lymnaea Mollusk7 255 Brachionus Invert6 241 Danio Fish5 171 Hyalella Invert4 129 Salvelinus Fish3 118 Ceriodaphnia Invert2 111 Salmo Fish1 104 Lampsilis Mollusk

FCV = 987 microgL total aluminum

Multiple Scenarios

Run Scenarios

Summary Sheet

Acute Dataset

Chronic Dataset

Multiple Scenarios

Run Scenarios

Summary Sheet

Acute Dataset

Chronic Dataset

Boundaries of the Criteria Outputsbull MLR models were developed using data that

encompassndash DOC range of 008-5 mgLndash Hardness range of 98-127 mgL (as CaCO3)ndash pH range of 6-81

bull MLR criteria outputs are bounded atndash Maximum of 150 mgL total hardness (as CaCO3)

ndash DOC of 50 mgLndash pH range of the model is 50 to 90

25

Aluminum Criteria Look-Up Tables

26

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=05 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 23 a 14 b 69 c 160 f 350 f 620 i 540 b 410 a 230 a

50 43 a 24 b 100 d 170 f 310 f 630 f 670 j 400 a 200 a

75 61 a 33 b 130 e 180 f 290 f 530 f 730 i 390 a 190 a

100 78 a 41 b 150 e 190 f 280 g 460 f 770 c 390 a 180 a

150 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

200 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

250 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

300 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

350 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

400 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

Aluminum Criteria Look-Up Tables

27

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=10 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 33 a 21 b 99 c 220 f 490 f 900 i 780 b 590 a 330 a

50 61 a 35 b 150 e 250 f 440 f 890 f 960 j 580 a 290 a

75 88 a 47 b 180 e 260 f 410 f 740 f 1100 i 570 a 270 a

100 11 a 59 b 210 e 270 f 390 g 650 f 1100 c 560 b 260 a

150 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

200 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

250 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

300 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

350 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

400 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

Aluminum Criteria Look-Up Tables

28

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=25 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 54 a 34 b 160 c 350 f 770 f 1500 i 1300 b 960 a 540 a

50 99 a 57 b 230 e 390 f 690 f 1400 f 1600 j 930 a 470 a

75 14 a 77 b 290 e 410 f 640 f 1200 f 1700 i 920 a 440 a

100 18 a 96 b 330 e 420 f 620 g 1000 f 1800 d 920 b 420 a

150 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

200 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

250 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

300 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

350 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

400 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

Aluminum Criteria Look-Up Tables

29

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=50 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 77 a 49 b 230 c 500 f 1100 f 2100 c 1900 b 1400 a 770 a

50 14 a 82 b 330 e 540 f 970 f 2000 f 2200 j 1300 a 680 a

75 20 a 110 b 410 e 570 f 900 f 1600 f 2500 i 1300 a 640 a

100 26 a 140 b 460 f 590 f 880 g 1400 f 2500 d 1300 b 600 a

150 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

200 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

250 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

300 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

350 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

400 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

Status

30

bull Draft Document Released to the Federal Register on 72817ndash Public comment period of 60 days ndash Due Date for Comments is 92617

bull Revisions will be made considering public commentsbull Subsequent EPA intra-agency review of final criteria

document will then be conducted bull Publication of final criteria document planned for Late Fall

2017

Federal Register Webpagehttpswwwfederalregistergovdocuments201

707282017-15968request-for-scientific-views-draft-updated-aquatic-life-ambient-water-quality-criteria-for-aluminum

Aluminum Criteria Webpagehttpswwwepagovwqc2017-draft-aquatic-life-

criteria-aluminum-freshwater-documents

31

Contact Information

Aluminum Criteria Lead Diana EignorEignorDianaepagov

202-566-1143

Kathryn Gallagher Branch Chiefgallagherkathrynepagov

202-564-1398 32

  • Draft National 304(a) Aluminum Aquatic Life Criteria
  • Slide Number 2
  • Overview
  • Sources of Aluminum
  • Current 1988 Aluminum Criteria
  • Current 1988 Aluminum Criteria
  • Aluminum Standards
  • Criteria Development Process
  • Framework for Updated Draft Aluminum Criteria
  • I Screen toxicological studies for high quality data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Slide Number 14
  • EstuarineMarine Minimum Data Requirements
  • II Evaluate water quality conditions to determine applicability
  • Multiple Bioavailability Modeling Approaches Underwent External Peer Review
  • Accounting for Effects of Water Chemistry on Bioavailability and Toxicity
  • Multiple Linear Regression (MLR) Models to Account for Effects of Water Chemistry
  • III Normalize toxicity data in species sensitivity distribution to a set of water quality conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • Aluminum Criteria Calculator
  • Aluminum Criteria Calculator SD Example
  • Boundaries of the Criteria Outputs
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Status
  • Slide Number 31
  • Contact Information
Appendix C Acceptable Chronic Toxicity Data of Aluminum to Freshwater Aquatic Animals
MLR equation
Species Hardness (mgL as CaCO3) pH DOC(mgL) EC20 Endpoint EC20(microgL) Normalized Conc- EC20(microgL) SMCV-EC20(microgL) GMCV-EC20(microgL) Genus DOC Notes Dilution water
Oligochaete Aeolosoma sp 48 6 025 Reproduction (population size) 1235 1710 1710 1710 Aeolosoma Invert Author reported half the detection limit
Rotifer Brachionus calyciflorus 100 62 025 Reproduction (population size) 431 255 255 255 Brachionus Invert Author reported half the detection limit
Great pond snail Lymnaea stagnalis 117 61 025 Biomass 746 488 488 488 Lymnaea Mollusk Author reported half the detection limit
Fatmucket Lampsilis siliquoidea 1055 604 040 Biomass 169 104 104 104 Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia 50 715 11 Reproduction - youngstarting adult 1780 190 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia 26 73 05 Reproduction - youngfemale 1557 272 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 46 75 05 Reproduction - youngfemale 8087 110 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 96 79 05 Reproduction - youngfemale 6519 80 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 194 81 05 Reproduction - youngfemale 6836 89 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 255 703 05 Reproduction (youngfemale) 250 56 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 713 05 Reproduction (youngfemale) 860 106 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 25 798 05 Reproduction (youngfemale) 700 101 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 61 803 05 Reproduction (youngfemale) 1010 136 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 810 05 Reproduction (youngfemale) 870 116 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 255 633 05 Reproduction (youngfemale) 260 176 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 121 636 05 Reproduction (youngfemale) 390 110 118 118 Ceriodaphnia Invert Author reported
Amphipod Hyalella azteca 95 61 051 Biomass (28 d) 1993 101 Hyalella Author reported
Amphipod Hyalella azteca 106 604 033 Biomass (28 d) 425 289 171 171 Hyalella Invert Author reported
Midge Chironomus riparius 118 558 18 Adult midge emergence 2955 119 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 119 505 18 Adult midge emergence 8442 2258 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 91 66 051 Reproduction ( of eggscase) 3387 766 591 591 Chironomus Invert Author reported
Atlantic salmon Salmo salar 127 57 18 Biomass 6156 1112 1112 1112 Salmo Fish Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Brook trout Salvelinus fontinalis 123 655 19 Biomass 1644 59 Salvelinus Author reported wellRO mix
Brook trout Salvelinus fontinalis 128 565 18 Biomass 1435 283 1293 1293 Salvelinus Fish Author reported wellRO mix
Fathead minnow Pimephales promelas 220 770 16 Biomass 6194 781 Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation well water
Fathead minnow Pimephales promelas 96 620 025 Fry survival 4286 379 544 544 Pimephales Fish Author reported half the detection limit
Zebrafish Danio rerio 83 61 025 Biomass 2344 241 241 241 Danio Fish Author reported half the detection limit
Wood frog Rana sylvatica 115 469 16 MATC-survival gt 2000 gt 2131 gt 2131 2131 gt Rana Amphib - Other Data Value is from 2007 FW Cu AWQC Appendix C recommendation aged tap water
Appendix A Acceptable Acute Toxicity Data of Aluminum to Freshwater Aquatic Animals
Species Methoda Hardness (mgL as CaCO3) pH DOC(mgL) LC50 or EC50 Conc (microgL) Reference Normalized Conc - LC50(microgL) Species Mean Acute Value(microgL) Genus Mean Acute Value(microgL) Genus DOC Note Dilution water
Snail Physa sp S M T 474 659 11 gt 23400 Call 1984 Call et al 1984 gt 4843 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 755 11 30600 Call 1984 Call et al 1984 2699 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 817 11 gt 24700 Call 1984 Call et al 1984 gt 2404 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 746 11 55500 Call 1984 Call et al 1984 5034 3546 3546 Physa Mollusk Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Fatmucket Lampsilis siliquoidea F M T 1060 612 048 gt 6302 Wang et al 2016 Wang et al 2017 gt 2983 gt 2983 2983 gt Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia S M A 500 742 11 1900 McCauley et al 1986 173 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia S M A 505 786 11 1500 McCauley et al 1986 129 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation UW-S Lake Superior lab water
Cladoceran Ceriodaphnia dubia S M A 500 813 11 2560 McCauley et al 1986 243 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia R M T 26 75 05 720 ENSR 1992d 111 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 46 76 05 1880 ENSR 1992d 250 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 96 78 05 2450 ENSR 1992d 289 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 3727 Fort and Stover 1995 500 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 5673 Fort and Stover 1995 761 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 89 76 05 2880 Soucek et al 2001 336 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U T 106 601 05 7112 European Al Association 2009 169 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 605 2 6865 European Al Association 2009 709 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 609 4 15581 European Al Association 2009 1007 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 601 05 681 European Al Association 2009 162 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 603 05 1630 European Al Association 2009 367 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 597 05 1785 European Al Association 2009 473 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 592 05 1410 European Al Association 2009 429 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 699 05 gt 1300 European Al Association 2009 gt 419 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 785 05 gt 5000 European Al Association 2009 gt 796 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 68 2 gt 10000 European Al Association 2009 gt 2076 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 782 2 gt 15000 European Al Association 2009 gt 1163 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 677 4 gt 10000 European Al Association 2009 gt 1516 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 766 4 gt 15000 European Al Association 2009 gt 861 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 79 05 gt 2000 European Al Association 2009 gt 315 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 789 05 gt 2000 European Al Association 2009 gt 316 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 604 05 1108 European Al Association 2009 85 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 598 2 11371 European Al Association 2009 482 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 573 4 80467 European Al Association 2009 4357 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 671 05 gt 10000 European Al Association 2009 gt 2379 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 783 05 gt 5000 European Al Association 2009 gt 634 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 679 2 gt 10000 European Al Association 2009 gt 1039 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 767 2 gt 15000 European Al Association 2009 gt 908 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 668 4 gt 15000 European Al Association 2009 gt 1246 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 762 4 gt 15000 European Al Association 2009 gt 633 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 606 2 33868 European Al Association 2009 792 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 56 4 104842 European Al Association 2009 4880 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 693 05 gt 5000 European Al Association 2009 gt 713 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 788 05 gt 5000 European Al Association 2009 gt 590 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 676 2 gt 15000 European Al Association 2009 gt 1212 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 771 2 gt 15000 European Al Association 2009 gt 810 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 66 4 gt 15000 European Al Association 2009 gt 1014 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 76 4 gt 15000 European Al Association 2009 gt 555 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11971 European Al Association 2010 270 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 27478 European Al Association 2010 619 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11998 European Al Association 2010 270 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 607 05 92495 European Al Association 2010 188 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 609 05 31337 European Al Association 2010 604 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 61 05 33235 European Al Association 2010 624 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 708 05 gt 8864 European Al Association 2010 gt 253 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 779 05 gt 42783 European Al Association 2010 gt 693 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 753 05 13204 European Al Association 2010 24 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 601 05 46326 European Al Association 2010 380 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 599 05 gt 8590 European Al Association 2010 gt 737 509 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia reticulata F M T 451 60 11 304 Shephard 1983 201 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia reticulata F M T 40 55 11 362 Shephard 1983 5531 1054 733 Ceriodaphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake SuperiorDI Mix
Cladoceran Daphnia magna S U NR 453 774 11 3900 Biesinger and Christensen 1972 338 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S M T 220 76 16 38200 Kimball 1978 2030 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Well water
Cladoceran Daphnia magna S U T 451 725 11 2800 Shephard 1983 287 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S U T 168 599 05 5000 European Al Association 2009 gt 227 - Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Daphnia magna S U T 168 792 05 7950 European Al Association 2009 92 333 333 Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Ostracod Stenocypris major R M T 1563 651 16 310196 Shuhaimi-Othman et al 2011a 1022 1022 1022 Stenocypris Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Malaysia)
Amphipod Crangonyx pseudogracilis R U T 50 675 16 9190 Martin and Holdich 1986 1217 1217 1217 Crangonyx Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (UK)
Amphipod Hyalella azteca F M T 105 613 048 gt 5997 Wang et al 2016 Wang et al 2017 gt 2800 gt 2800 2800 gt Hyalella Invert Author reported
Stonefly Acroneuria sp S M T 474 746 11 gt 22600 Call et al 1984 gt 2050 gt 2050 2050 gt Acroneuria Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Midge Chironomus plumosus S U T 80 70 16 30000 Fargasova 2001 2536 2536 2536 Chironomus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Slovakia)
Midge Paratanytarsus dissimilis S M T 1743 728 28 gt 77700 Lamb and Bailey 1981 1983 gt 6232 gt 6232 6232 gt Paratanytarsus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Liberty Lake Washington
Rainbow trout Oncorhynchus mykiss F M T 274 758 05 gt 9840 Gundersen et al 1994 gt 1256 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 452 762 05 gt 8070 Gundersen et al 1994 gt 1140 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 895 758 05 gt 8160 Gundersen et al 1994 gt 1489 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1304 758 05 gt 8200 Gundersen et al 1994 gt 1676 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 232 825 05 6170 Gundersen et al 1994 260 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 350 826 05 6170 Gundersen et al 1994 333 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 836 829 05 7670 Gundersen et al 1994 701 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1158 830 05 6930 Gundersen et al 1994 777 801 801 Oncorhynchus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Atlantic salmon Salmo salar S U T 68 55 05 584 Hamilton and Haines 1995 4602 - Salmo Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Atlantic salmon Salmo salar S U T 68 65 05 599 Hamilton and Haines 1995 531 1564 1564 Salmo Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Brook trout Salvelinus fontinalis S U T 40 56 16 6530 Tandjung 1982 6947 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 18 56 16 3400 Tandjung 1982 6209 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 2 56 16 370 Tandjung 1982 2988 5051 5051 Salvelinus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green sunfish Lepomis cyanellus S M T 474 755 11 gt 50000 Call et al 1984 gt 5255 gt 5255 5255 gt Lepomis Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Rio Grande silvery minnow Hybognathus amarus R M T 140 81 05 gt 59100 Buhl 2002 gt 8620 gt 8620 8620 gt Hybognathus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Fathead minnow Pimephales promelas S M T 474 761 11 gt 48200 Call et al 1984 gt 4707 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas S M T 474 805 11 gt 49800 Call et al 1984 gt 2837 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas R M T 26 78 05 1160 ENSR 1992c 104 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 46 76 05 8180 ENSR 1992c 1191 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 96 81 05 20300 ENSR 1992c 2398 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 194 81 05 44800 ENSR 1992c 7839 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 140 81 05 gt 59100 Buhl 2002 gt 8620 2224 2224 Pimephales Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Smallmouth bass Micropterus dolomieui S M T 1245 505 16 130 Kane and Rabeni 1987 859 859 859 Micropterus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green tree frog Hyla cinerea R M T 455 549 05 gt 4052 Jung and Jagoe 1995 gt 4377 gt 4377 4377 gt Hyla Amphibian Value is from 2007 FW Cu AWQC Appendix C recommendation artificial soft recon
Normalization Chemistry
pH 6 FAV 360
Hardness 25 CMC 180
DOC 1 CCC 99
Acute Ranked GMAV Chronic Ranked GMCV
Rank GMAV Genus Rank GMCV Genus
18 gt 8620 Hybognathus Fish 12 gt 2131 Rana Amphib - Other Data
17 gt 6232 Paratanytarsus Invert 11 1710 Aeolosoma Invert
16 gt 5255 Lepomis Fish 10 591 Chironomus Invert
15 5051 Salvelinus Fish 9 544 Pimephales Fish
14 gt 4377 Hyla Amphibian 8 488 Lymnaea Mollusk
13 3546 Physa Mollusk 7 255 Brachionus Invert
12 gt 2983 Lampsilis Mollusk 6 241 Danio Fish
11 gt 2800 Hyalella Invert 5 171 Hyalella Invert
10 2536 Chironomus Invert 4 129 Salvelinus Fish
9 2224 Pimephales Fish 3 118 Ceriodaphnia Invert
8 gt 2050 Acroneuria Invert 2 111 Salmo Fish
7 1564 Salmo Fish 1 104 Lampsilis Mollusk
6 1217 Crangonyx Invert
5 1022 Stenocypris Invert
4 859 Micropterus Fish
3 801 Oncorhynchus Fish
2 733 Ceriodaphnia Invert
1 333 Daphnia Invert
N Rank Genus GMAV ln(GMAV) ln(GMAV)2 P=R(N+1) sqrt(P) N Rank Genus GMCV ln(GMCV) ln(GMCV)2 P=R(N+1) sqrt(P)
18 4 Micropterus 859 676 4564 0211 0459 12 4 Salvelinus 129 486 2364 0308 0555
3 Oncorhynchus 801 669 4469 0158 0397 3 Ceriodaphnia 118 477 2277 0231 0480
2 Ceriodaphnia 733 660 4352 0105 0324 2 Salmo 111 471 2220 0154 0392
1 Daphnia 333 581 3374 0053 0229 1 Lampsilis 104 465 2159 0077 0277
Sum 2585 1676 0526 141 Sum 1899 902 0769 170
S2 = 1987 S2 = 059
L = 4890 L = 4420
A = 5887 A = 4592
FAV = 360 FCV = 987
CMC = 180
All concentrations reported are microgL total Aluminum
lt-----Click Button after entering data
ENTER DATA HERE ERRORNUM ACUTE CHRONIC
Rank 1 Rank 2 Rank 3 Rank 4 Rank 1 Rank 2 Rank 3 Rank 4
SiteName DOC(mgL) Hardness(mgL as CaCO3) pH FAV CMC CCC Genus GMAV Genus GMAV Genus GMAV Genus GMAV Genus GMCV Genus GMCV Genus GMCV Genus GMCV
Site 1 50 25 9 75428737034162 35229324666008 1800 770 Daphnia 33452 Ceriodaphnia 73576 Stenocypris 102576 Crangonyx 122230 Lampsilis 10463 Ceriodaphnia 11865 Hyalella 17200 Brachionus 25648
Site 2 50 50 9 75428737034162 31204991509063 1600 680 Daphnia 29631 Ceriodaphnia 65171 Stenocypris 90859 Crangonyx 108267 Lampsilis 9268 Ceriodaphnia 10510 Hyalella 15236 Brachionus 22718
Site 3 50 75 9 75428737034162 29067527928199 1500 640 Daphnia 27601 Ceriodaphnia 60707 Stenocypris 84635 Crangonyx 100851 Lampsilis 8633 Ceriodaphnia 9790 Hyalella 14192 Brachionus 21162
Site 4 50 100 9 75428737034162 27640367912592 1400 600 Daphnia 26246 Ceriodaphnia 57726 Stenocypris 80480 Crangonyx 95899 Lampsilis 8209 Ceriodaphnia 9309 Hyalella 13495 Brachionus 20123
Site 5 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 6 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 7 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 8 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 9 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 10 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 11 50 25 85 75428737034162 63245275664384 3200 1400 Daphnia 60055 Ceriodaphnia 132086 Stenocypris 184149 Crangonyx 219432 Lampsilis 18783 Ceriodaphnia 21301 Hyalella 30879 Brachionus 46045
Site 12 50 50 85 75428737034162 61388044609926 3100 1300 Daphnia 58291 Ceriodaphnia 128208 Stenocypris 178742 Crangonyx 212988 Lampsilis 18232 Ceriodaphnia 20676 Hyalella 29972 Brachionus 44693
Site 13 50 75 85 75428737034162 60327020429132 3000 1300 Daphnia 57284 Ceriodaphnia 125992 Stenocypris 175652 Crangonyx 209307 Lampsilis 17917 Ceriodaphnia 20318 Hyalella 29454 Brachionus 43920
Site 14 50 100 85 75428737034162 59585352130146 3000 1300 Daphnia 56580 Ceriodaphnia 124443 Stenocypris 173493 Crangonyx 206734 Lampsilis 17696 Ceriodaphnia 20068 Hyalella 29092 Salmo 41264
Site 15 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 16 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 17 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 18 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 19 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 20 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Appendix C Acceptable Chronic Toxicity Data of Aluminum to Freshwater Aquatic Animals
MLR equation
Species Hardness (mgL as CaCO3) pH DOC(mgL) EC20 Endpoint EC20(microgL) Normalized Conc- EC20(microgL) SMCV-EC20(microgL) GMCV-EC20(microgL) Genus DOC Notes Dilution water
Oligochaete Aeolosoma sp 48 6 025 Reproduction (population size) 1235 17098 17098 17098 Aeolosoma Invert Author reported half the detection limit
Rotifer Brachionus calyciflorus 100 62 025 Reproduction (population size) 431 2555 2555 2555 Brachionus Invert Author reported half the detection limit
Great pond snail Lymnaea stagnalis 117 61 025 Biomass 746 4877 4877 4877 Lymnaea Mollusk Author reported half the detection limit
Fatmucket Lampsilis siliquoidea 1055 604 040 Biomass 169 1042 1042 1042 Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia 50 715 11 Reproduction - youngstarting adult 1780 1898 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia 26 73 05 Reproduction - youngfemale 1557 2718 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 46 75 05 Reproduction - youngfemale 8087 1102 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 96 79 05 Reproduction - youngfemale 6519 796 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 194 81 05 Reproduction - youngfemale 6836 888 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 255 703 05 Reproduction (youngfemale) 250 563 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 713 05 Reproduction (youngfemale) 860 1061 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 25 798 05 Reproduction (youngfemale) 700 1006 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 61 803 05 Reproduction (youngfemale) 1010 1363 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 810 05 Reproduction (youngfemale) 870 1164 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 255 633 05 Reproduction (youngfemale) 260 1758 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 121 636 05 Reproduction (youngfemale) 390 1101 1182 1182 Ceriodaphnia Invert Author reported
Amphipod Hyalella azteca 95 61 051 Biomass (28 d) 1993 1014 Hyalella Author reported
Amphipod Hyalella azteca 106 604 033 Biomass (28 d) 425 2895 1713 1713 Hyalella Invert Author reported
Midge Chironomus riparius 118 558 18 Adult midge emergence 2955 1192 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 119 505 18 Adult midge emergence 8442 22578 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 91 66 051 Reproduction ( of eggscase) 3387 7664 5908 5908 Chironomus Invert Author reported
Atlantic salmon Salmo salar 127 57 18 Biomass 6156 5085 5085 5085 Salmo Fish Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Brook trout Salvelinus fontinalis 123 655 19 Biomass 1644 270 Salvelinus Author reported wellRO mix
Brook trout Salvelinus fontinalis 128 565 18 Biomass 1435 1295 5914 5914 Salvelinus Fish Author reported wellRO mix
Fathead minnow Pimephales promelas 220 770 16 Biomass 6194 3569 Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation well water
Fathead minnow Pimephales promelas 96 620 025 Fry survival 4286 1734 2488 2488 Pimephales Fish Author reported half the detection limit
Zebrafish Danio rerio 83 61 025 Biomass 2344 1102 1102 1102 Danio Fish Author reported half the detection limit
Wood frog Rana sylvatica 115 469 16 MATC-survival gt 2000 gt 9746 gt 9746 9746 gt Rana Amphib - Other Data Value is from 2007 FW Cu AWQC Appendix C recommendation aged tap water
Appendix A Acceptable Acute Toxicity Data of Aluminum to Freshwater Aquatic Animals
Species Methoda Hardness (mgL as CaCO3) pH DOC(mgL) LC50 or EC50 Conc (microgL) Reference Normalized Conc - LC50(microgL) Species Mean Acute Value(microgL) Genus Mean Acute Value(microgL) Genus DOC Note Dilution water
Snail Physa sp S M T 474 659 11 gt 23400 Call 1984 Call et al 1984 gt 48425 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 755 11 30600 Call 1984 Call et al 1984 26986 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 817 11 gt 24700 Call 1984 Call et al 1984 gt 24040 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 746 11 55500 Call 1984 Call et al 1984 50338 35462 35462 Physa Mollusk Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Fatmucket Lampsilis siliquoidea F M T 1060 612 048 gt 6302 Wang et al 2016 Wang et al 2017 gt 29834 gt 29834 29834 gt Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia S M A 500 742 11 1900 McCauley et al 1986 1728 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia S M A 505 786 11 1500 McCauley et al 1986 1294 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation UW-S Lake Superior lab water
Cladoceran Ceriodaphnia dubia S M A 500 813 11 2560 McCauley et al 1986 2431 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia R M T 26 75 05 720 ENSR 1992d 1113 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 46 76 05 1880 ENSR 1992d 2495 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 96 78 05 2450 ENSR 1992d 2894 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 3727 Fort and Stover 1995 5002 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 5673 Fort and Stover 1995 7613 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 89 76 05 2880 Soucek et al 2001 3362 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U T 106 601 05 7112 European Al Association 2009 1691 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 605 2 6865 European Al Association 2009 7088 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 609 4 15581 European Al Association 2009 10072 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 601 05 681 European Al Association 2009 1620 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 603 05 1630 European Al Association 2009 3674 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 597 05 1785 European Al Association 2009 4732 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 592 05 1410 European Al Association 2009 4295 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 699 05 gt 1300 European Al Association 2009 gt 4189 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 785 05 gt 5000 European Al Association 2009 gt 7960 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 68 2 gt 10000 European Al Association 2009 gt 20755 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 782 2 gt 15000 European Al Association 2009 gt 11626 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 677 4 gt 10000 European Al Association 2009 gt 15161 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 766 4 gt 15000 European Al Association 2009 gt 8608 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 79 05 gt 2000 European Al Association 2009 gt 3150 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 789 05 gt 2000 European Al Association 2009 gt 3156 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 604 05 1108 European Al Association 2009 850 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 598 2 11371 European Al Association 2009 4817 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 573 4 80467 European Al Association 2009 43570 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 671 05 gt 10000 European Al Association 2009 gt 23786 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 783 05 gt 5000 European Al Association 2009 gt 6344 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 679 2 gt 10000 European Al Association 2009 gt 10394 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 767 2 gt 15000 European Al Association 2009 gt 9082 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 668 4 gt 15000 European Al Association 2009 gt 12461 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 762 4 gt 15000 European Al Association 2009 gt 6332 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 606 2 33868 European Al Association 2009 7920 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 56 4 104842 European Al Association 2009 48800 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 693 05 gt 5000 European Al Association 2009 gt 7126 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 788 05 gt 5000 European Al Association 2009 gt 5898 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 676 2 gt 15000 European Al Association 2009 gt 12117 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 771 2 gt 15000 European Al Association 2009 gt 8096 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 66 4 gt 15000 European Al Association 2009 gt 10139 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 76 4 gt 15000 European Al Association 2009 gt 5545 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11971 European Al Association 2010 2699 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 27478 European Al Association 2010 6194 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11998 European Al Association 2010 2705 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 607 05 92495 European Al Association 2010 1876 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 609 05 31337 European Al Association 2010 6035 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 61 05 33235 European Al Association 2010 6238 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 708 05 gt 8864 European Al Association 2010 gt 2534 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 779 05 gt 42783 European Al Association 2010 gt 6930 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 753 05 13204 European Al Association 2010 244 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 601 05 46326 European Al Association 2010 3798 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 599 05 gt 8590 European Al Association 2010 gt 7366 5094 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia reticulata F M T 451 60 11 304 Shephard 1983 2009 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia reticulata F M T 40 55 11 362 Shephard 1983 55307 10542 7328 Ceriodaphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake SuperiorDI Mix
Cladoceran Daphnia magna S U NR 453 774 11 3900 Biesinger and Christensen 1972 3382 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S M T 220 76 16 38200 Kimball 1978 20303 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Well water
Cladoceran Daphnia magna S U T 451 725 11 2800 Shephard 1983 2868 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S U T 168 599 05 5000 European Al Association 2009 gt 2265 - Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Daphnia magna S U T 168 792 05 7950 European Al Association 2009 920 3332 3332 Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Ostracod Stenocypris major R M T 1563 651 16 310196 Shuhaimi-Othman et al 2011a 10216 10216 10216 Stenocypris Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Malaysia)
Amphipod Crangonyx pseudogracilis R U T 50 675 16 9190 Martin and Holdich 1986 12174 12174 12174 Crangonyx Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (UK)
Amphipod Hyalella azteca F M T 105 613 048 gt 5997 Wang et al 2016 Wang et al 2017 gt 28002 gt 28002 28002 gt Hyalella Invert Author reported
Stonefly Acroneuria sp S M T 474 746 11 gt 22600 Call et al 1984 gt 20498 gt 20498 20498 gt Acroneuria Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Midge Chironomus plumosus S U T 80 70 16 30000 Fargasova 2001 25361 25361 25361 Chironomus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Slovakia)
Midge Paratanytarsus dissimilis S M T 1743 728 28 gt 77700 Lamb and Bailey 1981 1983 gt 62318 gt 62318 62318 gt Paratanytarsus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Liberty Lake Washington
Rainbow trout Oncorhynchus mykiss F M T 274 758 05 gt 9840 Gundersen et al 1994 gt 5745 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 452 762 05 gt 8070 Gundersen et al 1994 gt 5212 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 895 758 05 gt 8160 Gundersen et al 1994 gt 6807 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1304 758 05 gt 8200 Gundersen et al 1994 gt 7662 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 232 825 05 6170 Gundersen et al 1994 1190 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 350 826 05 6170 Gundersen et al 1994 1523 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 836 829 05 7670 Gundersen et al 1994 3205 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1158 830 05 6930 Gundersen et al 1994 3554 3661 3661 Oncorhynchus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Atlantic salmon Salmo salar S U T 68 55 05 584 Hamilton and Haines 1995 21042 - Salmo Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Atlantic salmon Salmo salar S U T 68 65 05 599 Hamilton and Haines 1995 2430 7151 7151 Salmo Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Brook trout Salvelinus fontinalis S U T 40 56 16 6530 Tandjung 1982 31767 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 18 56 16 3400 Tandjung 1982 28391 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 2 56 16 370 Tandjung 1982 13663 23097 23097 Salvelinus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green sunfish Lepomis cyanellus S M T 474 755 11 gt 50000 Call et al 1984 gt 24028 gt 24028 24028 gt Lepomis Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Rio Grande silvery minnow Hybognathus amarus R M T 140 81 05 gt 59100 Buhl 2002 gt 39414 gt 39414 39414 gt Hybognathus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Fathead minnow Pimephales promelas S M T 474 761 11 gt 48200 Call et al 1984 gt 21522 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas S M T 474 805 11 gt 49800 Call et al 1984 gt 12972 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas R M T 26 78 05 1160 ENSR 1992c 477 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 46 76 05 8180 ENSR 1992c 5446 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 96 81 05 20300 ENSR 1992c 10966 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 194 81 05 44800 ENSR 1992c 35847 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 140 81 05 gt 59100 Buhl 2002 gt 39414 10168 10168 Pimephales Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Smallmouth bass Micropterus dolomieui S M T 1245 505 16 130 Kane and Rabeni 1987 3929 3929 3929 Micropterus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green tree frog Hyla cinerea R M T 455 549 05 gt 4052 Jung and Jagoe 1995 gt 20016 gt 20016 20016 gt Hyla Amphibian Value is from 2007 FW Cu AWQC Appendix C recommendation artificial soft recon
Normalization Chemistry
pH 7 FAV 2741
Hardness 100 CMC 1400
DOC 1 CCC 390
Acute Ranked GMAV Chronic Ranked GMCV
Rank GMAV Genus Rank GMCV Genus
18 gt 62318 Paratanytarsus Invert 12 17098 Aeolosoma Invert
17 gt 39414 Hybognathus Fish 11 gt 9746 Rana Amphib - Other Data
16 35462 Physa Mollusk 10 5908 Chironomus Invert
15 gt 29834 Lampsilis Mollusk 9 4877 Lymnaea Mollusk
14 gt 28002 Hyalella Invert 8 2555 Brachionus Invert
13 25361 Chironomus Invert 7 2488 Pimephales Fish
12 gt 24028 Lepomis Fish 6 1713 Hyalella Invert
11 23097 Salvelinus Fish 5 1182 Ceriodaphnia Invert
10 gt 20498 Acroneuria Invert 4 1102 Danio Fish
9 gt 20016 Hyla Amphibian 3 1042 Lampsilis Mollusk
8 12174 Crangonyx Invert 2 591 Salvelinus Fish
7 10216 Stenocypris Invert 1 509 Salmo Fish
6 10168 Pimephales Fish
5 7328 Ceriodaphnia Invert
4 7151 Salmo Fish
3 3929 Micropterus Fish
2 3661 Oncorhynchus Fish
1 3332 Daphnia Invert
N Rank Genus GMAV ln(GMAV) ln(GMAV)2 P=R(N+1) sqrt(P) N Rank Genus GMCV ln(GMCV) ln(GMCV)2 P=R(N+1) sqrt(P)
18 4 Salmo 7151 887 7876 0211 0459 12 4 Danio 1102 700 4907 0308 0555
3 Micropterus 3929 828 6849 0158 0397 3 Lampsilis 1042 695 4829 0231 0480
2 Oncorhynchus 3661 821 6733 0105 0324 2 Salvelinus 591 638 4074 0154 0392
1 Daphnia 3332 811 6579 0053 0229 1 Salmo 509 623 3883 0077 0277
Sum 3347 2804 0526 141 Sum 2657 1769 0769 170
S2 = 1223 S2 = 1080
L = 7134 L = 5242
A = 7916 A = 5976
FAV = 2741 FCV = 3940
CMC = 1371
All concentrations reported are microgL total Aluminum
lt-----Click Button after entering data
ENTER DATA HERE ERRORNUM ACUTE CHRONIC
Rank 1 Rank 2 Rank 3 Rank 4 Rank 1 Rank 2 Rank 3 Rank 4
SiteName DOC(mgL) Hardness(mgL as CaCO3) pH FAV CMC CCC Genus GMAV Genus GMAV Genus GMAV Genus GMAV Genus GMCV Genus GMCV Genus GMCV Genus GMCV
Site 1 50 25 9 75428737034162 35229324666008 1800 770 Daphnia 33452 Ceriodaphnia 73576 Stenocypris 102576 Crangonyx 122230 Lampsilis 10463 Ceriodaphnia 11865 Hyalella 17200 Brachionus 25648
Site 2 50 50 9 75428737034162 31204991509063 1600 680 Daphnia 29631 Ceriodaphnia 65171 Stenocypris 90859 Crangonyx 108267 Lampsilis 9268 Ceriodaphnia 10510 Hyalella 15236 Brachionus 22718
Site 3 50 75 9 75428737034162 29067527928199 1500 640 Daphnia 27601 Ceriodaphnia 60707 Stenocypris 84635 Crangonyx 100851 Lampsilis 8633 Ceriodaphnia 9790 Hyalella 14192 Brachionus 21162
Site 4 50 100 9 75428737034162 27640367912592 1400 600 Daphnia 26246 Ceriodaphnia 57726 Stenocypris 80480 Crangonyx 95899 Lampsilis 8209 Ceriodaphnia 9309 Hyalella 13495 Brachionus 20123
Site 5 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 6 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 7 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 8 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 9 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 10 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 11 50 25 85 75428737034162 63245275664384 3200 1400 Daphnia 60055 Ceriodaphnia 132086 Stenocypris 184149 Crangonyx 219432 Lampsilis 18783 Ceriodaphnia 21301 Hyalella 30879 Brachionus 46045
Site 12 50 50 85 75428737034162 61388044609926 3100 1300 Daphnia 58291 Ceriodaphnia 128208 Stenocypris 178742 Crangonyx 212988 Lampsilis 18232 Ceriodaphnia 20676 Hyalella 29972 Brachionus 44693
Site 13 50 75 85 75428737034162 60327020429132 3000 1300 Daphnia 57284 Ceriodaphnia 125992 Stenocypris 175652 Crangonyx 209307 Lampsilis 17917 Ceriodaphnia 20318 Hyalella 29454 Brachionus 43920
Site 14 50 100 85 75428737034162 59585352130146 3000 1300 Daphnia 56580 Ceriodaphnia 124443 Stenocypris 173493 Crangonyx 206734 Lampsilis 17696 Ceriodaphnia 20068 Hyalella 29092 Salmo 41264
Site 15 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 16 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 17 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 18 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 19 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 20 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Page 12: Draft National 304(a) Aluminum Aquatic Life Criteria … · Draft National 304(a) Aluminum Aquatic Life Criteria ... [0.503×ln ... [0.494𝑝𝑝𝐻𝐻× ℎ𝑎𝑎:ln

Aluminum Toxicity Data Freshwater mussels have been

suggested to be potentially sensitive to aluminum

EPA worked collaboratively with USGSrsquos Columbia Environmental Research Center (CERC) to have acute and chronic aluminum toxicity tests conducted with a unionid mussel (fatmucket Lampsilis siliquoidea) in water-only exposures to obtain additional data on invertebrates New data on amphipod (Hyalella azteca)

were collected to confirm laboratory conditions

12

Aluminum Toxicity Data

13

bull New data and models examinedndash Data submitted to EU REACH program

bull New freshwater aluminum toxicity data generated by Oregon State University

bull 2016 BLM model provided by the European Aluminum Association

ndash Saltwater data provided by Australia bull Insufficient data to develop estuarinemarine acute or chronic

criteria at this timendash Multiple Linear Regression (MLR) model developed by

DeForest et al 2017bull DeForest DK KV Brix LM Tear and WJ Adams 2017 Multiple Linear Regression (MLR) models for predicting chronic aluminum

toxicity to freshwater aquatic organisms and developing water quality guidelines Environ Toxicol Chem (DOI101002etc3922)

14

Minimum Dataset For Freshwater Criteria Derivation

SALMONID SECONDFISHFAMILY

CHORDATA

PLANKTONICCRUSTACEAN

BENTHIC CRUSTACEAN

INSECT ROTIFERA ANNELIDA MOLLUSCA

OTHERINSECT ORMOLLUSCA

EstuarineMarine Minimum Data Requirements

15

Family Minimum Data Requirement EstuarineMarine

Acute(Phylum Family Genus)

Chronic(Phylum Family Genus)

Family in the phylum Chordata - -

Family in the phylum Chordata - -

Either the Mysidae or Penaeidae family - -

Family in a phylum other than Arthropoda or Chordata Mollusca Ostreidae Crassostrea -

Family in a phylum other than Chordata Annelida Nereididae Neanthes -

Family in a phylum other than Chordata Annelida Capitellidae Capitella -

Family in a phylum other than Chordata Annelida Ctenodrilidae Ctenodrilus -

Any other family Arthropoda Ameiridae Nitokra -

II Evaluate water quality conditions to determine applicability

bull Criteria are often based on one or more water quality conditions (eg hardness) that affect toxicity of the material to test organisms

bull Aluminum toxicity is highly dependent on the pH of the test waterndash The pH of test waters affects the amount and form

of aluminum that is bioavailable to test speciesndash Hardness and DOC (Dissolved Organic Carbon)

also influence the amount of aluminum that is bioavailable

16

Multiple Bioavailability Modeling Approaches Underwent External Peer Review

17

bull Biotic Ligand Modelsbull Full aluminum BLM (2016 model version) ndash Temperature pH

Dissolved organic carbon (DOC) Major cations (calcium [Ca] magnesium [Mg] sodium [Na] and potassium [K]) Major anions (sulfate [SO4] and chloride [Cl]) Alkalinity and Sulfide

bull Simplified aluminum BLM - pH hardness DOC temperature

bull Multilinear Regression Equationsbull pH and Hardness

Accounting for Effects of Water Chemistry on Bioavailability and Toxicity

bull Water quality criteria can be modified quantitatively when enough data are available to demonstrate that those conditions similarly affect the results with a variety of speciesndash High quality data in the draft aluminum document demonstrated

that pH DOC and hardness affected a variety of species in a similar way when exposed to aluminum concentrations

bull Recent publications by Cardwell et al (2017) and Gensemer et al (2017) summarized short-term aluminum chronic toxicity data across a range of DOC pH and hardness values for three species

18

Multiple Linear Regression (MLR) Models to Account for Effects of Water Chemistry

bull MLR models were developed for each species (DeForest et al 2017)ndash 119862119862 119889119889119906119906119887119887119894119894119886119886 11986411986411986211986220=119890119890[minus41026+[0525timesln(119863119863119874119874119862119862)]+[2201timesln(ℎ119886119886119903119903119889119889)]+(11282times119901119901119867119867)minus(0633times1199011199011198671198672)minus[0264times119901119901119867119867ln(ℎ119886119886119903119903119889119889)]]

ndash 119875119875 119901119901119903119903119900119900119898119898119890119890119897119897119886119886119904119904 11986411986411986211986220=119890119890[minus14029+[0503timesln(119863119863119874119874119862119862)]+[3443timesln(ℎ119886119886119903119903119889119889)]+(3131times119901119901119867119867)minus[0494times119901119901119867119867ln(ℎ119886119886119903119903119889119889)]]

bull These models were applied to both the acute and chronic aluminum toxicity datandash The C dubia model was applied to invertebrate datandash The P promelas model was applied to vertebrate data

19

III Normalize toxicity data in species sensitivity distribution to a set of water

quality conditionsbull Just like single parameter hardness models the MLR

models were used to normalize the aluminum toxicity data to a single set of water quality conditionsndash As an illustration for one set of calculations the draft

aluminum AWQC set these conditions to pH 7 hardness of 100 mgL and DOC of 1 mgL

bull This allows for comparisons to be made between species based on their sensitivity to aluminumndash Apples to apples

20

IV Construct sensitivity distribution to determine criteria at set conditions

21

Figure 8 Ranked Summary of Total Aluminum Genus Mean Acute Values (GMAVs) - Freshwater at pH 7 Hardness of 100 mgL and DOC of 1 mgL

IV Construct sensitivity distribution to determine criteria at set conditions

22

Figure 10 Ranked Summary of Total Aluminum Genus Mean Chronic Values (GMCVs) ndash Freshwater Supplemented with Other Data to Fulfill Missing MDRs at pH 7 Hardness of 100 mgL and DOC of 1 mgL

Aluminum Criteria Calculatorbull The relative ranking of genera in the sensitivity

distribution to which the toxicity data are normalized will change based on the set of water chemistry conditions (ie pH hardness and DOC)

bull To make calculating aluminum criteria easier EPA developed an Aluminum Criteria Calculatorndash Automated so that user only needs to enter water chemistry

conditions of interestndash Allows quick calculations for a variety of conditionsndash Limits calculations to the recommended conditions for which

the MLR models were developed were specified for hardness and DOC

bull No extrapolation beyond hardness and DOC empirical data bounds

23

Aluminum Criteria Calculator SD Example

24

pH=7 Hardness=100 DOC=1 pH=6 Hardness=25 DOC=1

Chronic Ranked GMCVRank GMCV Genus

12 17098 Aeolosoma Invert11 gt 9746 Rana Amphib - Other Data10 5908 Chironomus Invert

9 4877 Lymnaea Mollusk8 2555 Brachionus Invert7 2488 Pimephales Fish6 1713 Hyalella Invert5 1182 Ceriodaphnia Invert4 1102 Danio Fish3 1042 Lampsilis Mollusk2 591 Salvelinus Fish1 509 Salmo Fish

FCV = 3940 microgL total aluminum

Chronic Ranked GMCVRank GMCV Genus

12 gt 2131 Rana Amphib - Other Data11 1710 Aeolosoma Invert10 591 Chironomus Invert

9 544 Pimephales Fish8 488 Lymnaea Mollusk7 255 Brachionus Invert6 241 Danio Fish5 171 Hyalella Invert4 129 Salvelinus Fish3 118 Ceriodaphnia Invert2 111 Salmo Fish1 104 Lampsilis Mollusk

FCV = 987 microgL total aluminum

Multiple Scenarios

Run Scenarios

Summary Sheet

Acute Dataset

Chronic Dataset

Multiple Scenarios

Run Scenarios

Summary Sheet

Acute Dataset

Chronic Dataset

Boundaries of the Criteria Outputsbull MLR models were developed using data that

encompassndash DOC range of 008-5 mgLndash Hardness range of 98-127 mgL (as CaCO3)ndash pH range of 6-81

bull MLR criteria outputs are bounded atndash Maximum of 150 mgL total hardness (as CaCO3)

ndash DOC of 50 mgLndash pH range of the model is 50 to 90

25

Aluminum Criteria Look-Up Tables

26

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=05 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 23 a 14 b 69 c 160 f 350 f 620 i 540 b 410 a 230 a

50 43 a 24 b 100 d 170 f 310 f 630 f 670 j 400 a 200 a

75 61 a 33 b 130 e 180 f 290 f 530 f 730 i 390 a 190 a

100 78 a 41 b 150 e 190 f 280 g 460 f 770 c 390 a 180 a

150 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

200 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

250 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

300 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

350 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

400 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

Aluminum Criteria Look-Up Tables

27

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=10 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 33 a 21 b 99 c 220 f 490 f 900 i 780 b 590 a 330 a

50 61 a 35 b 150 e 250 f 440 f 890 f 960 j 580 a 290 a

75 88 a 47 b 180 e 260 f 410 f 740 f 1100 i 570 a 270 a

100 11 a 59 b 210 e 270 f 390 g 650 f 1100 c 560 b 260 a

150 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

200 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

250 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

300 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

350 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

400 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

Aluminum Criteria Look-Up Tables

28

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=25 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 54 a 34 b 160 c 350 f 770 f 1500 i 1300 b 960 a 540 a

50 99 a 57 b 230 e 390 f 690 f 1400 f 1600 j 930 a 470 a

75 14 a 77 b 290 e 410 f 640 f 1200 f 1700 i 920 a 440 a

100 18 a 96 b 330 e 420 f 620 g 1000 f 1800 d 920 b 420 a

150 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

200 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

250 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

300 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

350 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

400 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

Aluminum Criteria Look-Up Tables

29

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=50 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 77 a 49 b 230 c 500 f 1100 f 2100 c 1900 b 1400 a 770 a

50 14 a 82 b 330 e 540 f 970 f 2000 f 2200 j 1300 a 680 a

75 20 a 110 b 410 e 570 f 900 f 1600 f 2500 i 1300 a 640 a

100 26 a 140 b 460 f 590 f 880 g 1400 f 2500 d 1300 b 600 a

150 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

200 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

250 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

300 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

350 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

400 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

Status

30

bull Draft Document Released to the Federal Register on 72817ndash Public comment period of 60 days ndash Due Date for Comments is 92617

bull Revisions will be made considering public commentsbull Subsequent EPA intra-agency review of final criteria

document will then be conducted bull Publication of final criteria document planned for Late Fall

2017

Federal Register Webpagehttpswwwfederalregistergovdocuments201

707282017-15968request-for-scientific-views-draft-updated-aquatic-life-ambient-water-quality-criteria-for-aluminum

Aluminum Criteria Webpagehttpswwwepagovwqc2017-draft-aquatic-life-

criteria-aluminum-freshwater-documents

31

Contact Information

Aluminum Criteria Lead Diana EignorEignorDianaepagov

202-566-1143

Kathryn Gallagher Branch Chiefgallagherkathrynepagov

202-564-1398 32

  • Draft National 304(a) Aluminum Aquatic Life Criteria
  • Slide Number 2
  • Overview
  • Sources of Aluminum
  • Current 1988 Aluminum Criteria
  • Current 1988 Aluminum Criteria
  • Aluminum Standards
  • Criteria Development Process
  • Framework for Updated Draft Aluminum Criteria
  • I Screen toxicological studies for high quality data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Slide Number 14
  • EstuarineMarine Minimum Data Requirements
  • II Evaluate water quality conditions to determine applicability
  • Multiple Bioavailability Modeling Approaches Underwent External Peer Review
  • Accounting for Effects of Water Chemistry on Bioavailability and Toxicity
  • Multiple Linear Regression (MLR) Models to Account for Effects of Water Chemistry
  • III Normalize toxicity data in species sensitivity distribution to a set of water quality conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • Aluminum Criteria Calculator
  • Aluminum Criteria Calculator SD Example
  • Boundaries of the Criteria Outputs
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Status
  • Slide Number 31
  • Contact Information
Appendix C Acceptable Chronic Toxicity Data of Aluminum to Freshwater Aquatic Animals
MLR equation
Species Hardness (mgL as CaCO3) pH DOC(mgL) EC20 Endpoint EC20(microgL) Normalized Conc- EC20(microgL) SMCV-EC20(microgL) GMCV-EC20(microgL) Genus DOC Notes Dilution water
Oligochaete Aeolosoma sp 48 6 025 Reproduction (population size) 1235 1710 1710 1710 Aeolosoma Invert Author reported half the detection limit
Rotifer Brachionus calyciflorus 100 62 025 Reproduction (population size) 431 255 255 255 Brachionus Invert Author reported half the detection limit
Great pond snail Lymnaea stagnalis 117 61 025 Biomass 746 488 488 488 Lymnaea Mollusk Author reported half the detection limit
Fatmucket Lampsilis siliquoidea 1055 604 040 Biomass 169 104 104 104 Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia 50 715 11 Reproduction - youngstarting adult 1780 190 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia 26 73 05 Reproduction - youngfemale 1557 272 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 46 75 05 Reproduction - youngfemale 8087 110 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 96 79 05 Reproduction - youngfemale 6519 80 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 194 81 05 Reproduction - youngfemale 6836 89 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 255 703 05 Reproduction (youngfemale) 250 56 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 713 05 Reproduction (youngfemale) 860 106 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 25 798 05 Reproduction (youngfemale) 700 101 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 61 803 05 Reproduction (youngfemale) 1010 136 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 810 05 Reproduction (youngfemale) 870 116 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 255 633 05 Reproduction (youngfemale) 260 176 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 121 636 05 Reproduction (youngfemale) 390 110 118 118 Ceriodaphnia Invert Author reported
Amphipod Hyalella azteca 95 61 051 Biomass (28 d) 1993 101 Hyalella Author reported
Amphipod Hyalella azteca 106 604 033 Biomass (28 d) 425 289 171 171 Hyalella Invert Author reported
Midge Chironomus riparius 118 558 18 Adult midge emergence 2955 119 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 119 505 18 Adult midge emergence 8442 2258 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 91 66 051 Reproduction ( of eggscase) 3387 766 591 591 Chironomus Invert Author reported
Atlantic salmon Salmo salar 127 57 18 Biomass 6156 1112 1112 1112 Salmo Fish Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Brook trout Salvelinus fontinalis 123 655 19 Biomass 1644 59 Salvelinus Author reported wellRO mix
Brook trout Salvelinus fontinalis 128 565 18 Biomass 1435 283 1293 1293 Salvelinus Fish Author reported wellRO mix
Fathead minnow Pimephales promelas 220 770 16 Biomass 6194 781 Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation well water
Fathead minnow Pimephales promelas 96 620 025 Fry survival 4286 379 544 544 Pimephales Fish Author reported half the detection limit
Zebrafish Danio rerio 83 61 025 Biomass 2344 241 241 241 Danio Fish Author reported half the detection limit
Wood frog Rana sylvatica 115 469 16 MATC-survival gt 2000 gt 2131 gt 2131 2131 gt Rana Amphib - Other Data Value is from 2007 FW Cu AWQC Appendix C recommendation aged tap water
Appendix A Acceptable Acute Toxicity Data of Aluminum to Freshwater Aquatic Animals
Species Methoda Hardness (mgL as CaCO3) pH DOC(mgL) LC50 or EC50 Conc (microgL) Reference Normalized Conc - LC50(microgL) Species Mean Acute Value(microgL) Genus Mean Acute Value(microgL) Genus DOC Note Dilution water
Snail Physa sp S M T 474 659 11 gt 23400 Call 1984 Call et al 1984 gt 4843 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 755 11 30600 Call 1984 Call et al 1984 2699 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 817 11 gt 24700 Call 1984 Call et al 1984 gt 2404 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 746 11 55500 Call 1984 Call et al 1984 5034 3546 3546 Physa Mollusk Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Fatmucket Lampsilis siliquoidea F M T 1060 612 048 gt 6302 Wang et al 2016 Wang et al 2017 gt 2983 gt 2983 2983 gt Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia S M A 500 742 11 1900 McCauley et al 1986 173 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia S M A 505 786 11 1500 McCauley et al 1986 129 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation UW-S Lake Superior lab water
Cladoceran Ceriodaphnia dubia S M A 500 813 11 2560 McCauley et al 1986 243 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia R M T 26 75 05 720 ENSR 1992d 111 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 46 76 05 1880 ENSR 1992d 250 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 96 78 05 2450 ENSR 1992d 289 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 3727 Fort and Stover 1995 500 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 5673 Fort and Stover 1995 761 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 89 76 05 2880 Soucek et al 2001 336 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U T 106 601 05 7112 European Al Association 2009 169 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 605 2 6865 European Al Association 2009 709 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 609 4 15581 European Al Association 2009 1007 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 601 05 681 European Al Association 2009 162 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 603 05 1630 European Al Association 2009 367 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 597 05 1785 European Al Association 2009 473 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 592 05 1410 European Al Association 2009 429 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 699 05 gt 1300 European Al Association 2009 gt 419 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 785 05 gt 5000 European Al Association 2009 gt 796 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 68 2 gt 10000 European Al Association 2009 gt 2076 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 782 2 gt 15000 European Al Association 2009 gt 1163 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 677 4 gt 10000 European Al Association 2009 gt 1516 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 766 4 gt 15000 European Al Association 2009 gt 861 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 79 05 gt 2000 European Al Association 2009 gt 315 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 789 05 gt 2000 European Al Association 2009 gt 316 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 604 05 1108 European Al Association 2009 85 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 598 2 11371 European Al Association 2009 482 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 573 4 80467 European Al Association 2009 4357 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 671 05 gt 10000 European Al Association 2009 gt 2379 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 783 05 gt 5000 European Al Association 2009 gt 634 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 679 2 gt 10000 European Al Association 2009 gt 1039 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 767 2 gt 15000 European Al Association 2009 gt 908 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 668 4 gt 15000 European Al Association 2009 gt 1246 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 762 4 gt 15000 European Al Association 2009 gt 633 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 606 2 33868 European Al Association 2009 792 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 56 4 104842 European Al Association 2009 4880 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 693 05 gt 5000 European Al Association 2009 gt 713 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 788 05 gt 5000 European Al Association 2009 gt 590 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 676 2 gt 15000 European Al Association 2009 gt 1212 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 771 2 gt 15000 European Al Association 2009 gt 810 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 66 4 gt 15000 European Al Association 2009 gt 1014 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 76 4 gt 15000 European Al Association 2009 gt 555 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11971 European Al Association 2010 270 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 27478 European Al Association 2010 619 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11998 European Al Association 2010 270 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 607 05 92495 European Al Association 2010 188 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 609 05 31337 European Al Association 2010 604 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 61 05 33235 European Al Association 2010 624 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 708 05 gt 8864 European Al Association 2010 gt 253 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 779 05 gt 42783 European Al Association 2010 gt 693 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 753 05 13204 European Al Association 2010 24 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 601 05 46326 European Al Association 2010 380 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 599 05 gt 8590 European Al Association 2010 gt 737 509 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia reticulata F M T 451 60 11 304 Shephard 1983 201 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia reticulata F M T 40 55 11 362 Shephard 1983 5531 1054 733 Ceriodaphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake SuperiorDI Mix
Cladoceran Daphnia magna S U NR 453 774 11 3900 Biesinger and Christensen 1972 338 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S M T 220 76 16 38200 Kimball 1978 2030 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Well water
Cladoceran Daphnia magna S U T 451 725 11 2800 Shephard 1983 287 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S U T 168 599 05 5000 European Al Association 2009 gt 227 - Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Daphnia magna S U T 168 792 05 7950 European Al Association 2009 92 333 333 Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Ostracod Stenocypris major R M T 1563 651 16 310196 Shuhaimi-Othman et al 2011a 1022 1022 1022 Stenocypris Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Malaysia)
Amphipod Crangonyx pseudogracilis R U T 50 675 16 9190 Martin and Holdich 1986 1217 1217 1217 Crangonyx Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (UK)
Amphipod Hyalella azteca F M T 105 613 048 gt 5997 Wang et al 2016 Wang et al 2017 gt 2800 gt 2800 2800 gt Hyalella Invert Author reported
Stonefly Acroneuria sp S M T 474 746 11 gt 22600 Call et al 1984 gt 2050 gt 2050 2050 gt Acroneuria Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Midge Chironomus plumosus S U T 80 70 16 30000 Fargasova 2001 2536 2536 2536 Chironomus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Slovakia)
Midge Paratanytarsus dissimilis S M T 1743 728 28 gt 77700 Lamb and Bailey 1981 1983 gt 6232 gt 6232 6232 gt Paratanytarsus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Liberty Lake Washington
Rainbow trout Oncorhynchus mykiss F M T 274 758 05 gt 9840 Gundersen et al 1994 gt 1256 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 452 762 05 gt 8070 Gundersen et al 1994 gt 1140 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 895 758 05 gt 8160 Gundersen et al 1994 gt 1489 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1304 758 05 gt 8200 Gundersen et al 1994 gt 1676 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 232 825 05 6170 Gundersen et al 1994 260 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 350 826 05 6170 Gundersen et al 1994 333 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 836 829 05 7670 Gundersen et al 1994 701 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1158 830 05 6930 Gundersen et al 1994 777 801 801 Oncorhynchus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Atlantic salmon Salmo salar S U T 68 55 05 584 Hamilton and Haines 1995 4602 - Salmo Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Atlantic salmon Salmo salar S U T 68 65 05 599 Hamilton and Haines 1995 531 1564 1564 Salmo Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Brook trout Salvelinus fontinalis S U T 40 56 16 6530 Tandjung 1982 6947 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 18 56 16 3400 Tandjung 1982 6209 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 2 56 16 370 Tandjung 1982 2988 5051 5051 Salvelinus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green sunfish Lepomis cyanellus S M T 474 755 11 gt 50000 Call et al 1984 gt 5255 gt 5255 5255 gt Lepomis Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Rio Grande silvery minnow Hybognathus amarus R M T 140 81 05 gt 59100 Buhl 2002 gt 8620 gt 8620 8620 gt Hybognathus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Fathead minnow Pimephales promelas S M T 474 761 11 gt 48200 Call et al 1984 gt 4707 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas S M T 474 805 11 gt 49800 Call et al 1984 gt 2837 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas R M T 26 78 05 1160 ENSR 1992c 104 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 46 76 05 8180 ENSR 1992c 1191 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 96 81 05 20300 ENSR 1992c 2398 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 194 81 05 44800 ENSR 1992c 7839 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 140 81 05 gt 59100 Buhl 2002 gt 8620 2224 2224 Pimephales Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Smallmouth bass Micropterus dolomieui S M T 1245 505 16 130 Kane and Rabeni 1987 859 859 859 Micropterus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green tree frog Hyla cinerea R M T 455 549 05 gt 4052 Jung and Jagoe 1995 gt 4377 gt 4377 4377 gt Hyla Amphibian Value is from 2007 FW Cu AWQC Appendix C recommendation artificial soft recon
Normalization Chemistry
pH 6 FAV 360
Hardness 25 CMC 180
DOC 1 CCC 99
Acute Ranked GMAV Chronic Ranked GMCV
Rank GMAV Genus Rank GMCV Genus
18 gt 8620 Hybognathus Fish 12 gt 2131 Rana Amphib - Other Data
17 gt 6232 Paratanytarsus Invert 11 1710 Aeolosoma Invert
16 gt 5255 Lepomis Fish 10 591 Chironomus Invert
15 5051 Salvelinus Fish 9 544 Pimephales Fish
14 gt 4377 Hyla Amphibian 8 488 Lymnaea Mollusk
13 3546 Physa Mollusk 7 255 Brachionus Invert
12 gt 2983 Lampsilis Mollusk 6 241 Danio Fish
11 gt 2800 Hyalella Invert 5 171 Hyalella Invert
10 2536 Chironomus Invert 4 129 Salvelinus Fish
9 2224 Pimephales Fish 3 118 Ceriodaphnia Invert
8 gt 2050 Acroneuria Invert 2 111 Salmo Fish
7 1564 Salmo Fish 1 104 Lampsilis Mollusk
6 1217 Crangonyx Invert
5 1022 Stenocypris Invert
4 859 Micropterus Fish
3 801 Oncorhynchus Fish
2 733 Ceriodaphnia Invert
1 333 Daphnia Invert
N Rank Genus GMAV ln(GMAV) ln(GMAV)2 P=R(N+1) sqrt(P) N Rank Genus GMCV ln(GMCV) ln(GMCV)2 P=R(N+1) sqrt(P)
18 4 Micropterus 859 676 4564 0211 0459 12 4 Salvelinus 129 486 2364 0308 0555
3 Oncorhynchus 801 669 4469 0158 0397 3 Ceriodaphnia 118 477 2277 0231 0480
2 Ceriodaphnia 733 660 4352 0105 0324 2 Salmo 111 471 2220 0154 0392
1 Daphnia 333 581 3374 0053 0229 1 Lampsilis 104 465 2159 0077 0277
Sum 2585 1676 0526 141 Sum 1899 902 0769 170
S2 = 1987 S2 = 059
L = 4890 L = 4420
A = 5887 A = 4592
FAV = 360 FCV = 987
CMC = 180
All concentrations reported are microgL total Aluminum
lt-----Click Button after entering data
ENTER DATA HERE ERRORNUM ACUTE CHRONIC
Rank 1 Rank 2 Rank 3 Rank 4 Rank 1 Rank 2 Rank 3 Rank 4
SiteName DOC(mgL) Hardness(mgL as CaCO3) pH FAV CMC CCC Genus GMAV Genus GMAV Genus GMAV Genus GMAV Genus GMCV Genus GMCV Genus GMCV Genus GMCV
Site 1 50 25 9 75428737034162 35229324666008 1800 770 Daphnia 33452 Ceriodaphnia 73576 Stenocypris 102576 Crangonyx 122230 Lampsilis 10463 Ceriodaphnia 11865 Hyalella 17200 Brachionus 25648
Site 2 50 50 9 75428737034162 31204991509063 1600 680 Daphnia 29631 Ceriodaphnia 65171 Stenocypris 90859 Crangonyx 108267 Lampsilis 9268 Ceriodaphnia 10510 Hyalella 15236 Brachionus 22718
Site 3 50 75 9 75428737034162 29067527928199 1500 640 Daphnia 27601 Ceriodaphnia 60707 Stenocypris 84635 Crangonyx 100851 Lampsilis 8633 Ceriodaphnia 9790 Hyalella 14192 Brachionus 21162
Site 4 50 100 9 75428737034162 27640367912592 1400 600 Daphnia 26246 Ceriodaphnia 57726 Stenocypris 80480 Crangonyx 95899 Lampsilis 8209 Ceriodaphnia 9309 Hyalella 13495 Brachionus 20123
Site 5 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 6 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 7 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 8 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 9 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 10 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 11 50 25 85 75428737034162 63245275664384 3200 1400 Daphnia 60055 Ceriodaphnia 132086 Stenocypris 184149 Crangonyx 219432 Lampsilis 18783 Ceriodaphnia 21301 Hyalella 30879 Brachionus 46045
Site 12 50 50 85 75428737034162 61388044609926 3100 1300 Daphnia 58291 Ceriodaphnia 128208 Stenocypris 178742 Crangonyx 212988 Lampsilis 18232 Ceriodaphnia 20676 Hyalella 29972 Brachionus 44693
Site 13 50 75 85 75428737034162 60327020429132 3000 1300 Daphnia 57284 Ceriodaphnia 125992 Stenocypris 175652 Crangonyx 209307 Lampsilis 17917 Ceriodaphnia 20318 Hyalella 29454 Brachionus 43920
Site 14 50 100 85 75428737034162 59585352130146 3000 1300 Daphnia 56580 Ceriodaphnia 124443 Stenocypris 173493 Crangonyx 206734 Lampsilis 17696 Ceriodaphnia 20068 Hyalella 29092 Salmo 41264
Site 15 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 16 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 17 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 18 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 19 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 20 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Appendix C Acceptable Chronic Toxicity Data of Aluminum to Freshwater Aquatic Animals
MLR equation
Species Hardness (mgL as CaCO3) pH DOC(mgL) EC20 Endpoint EC20(microgL) Normalized Conc- EC20(microgL) SMCV-EC20(microgL) GMCV-EC20(microgL) Genus DOC Notes Dilution water
Oligochaete Aeolosoma sp 48 6 025 Reproduction (population size) 1235 17098 17098 17098 Aeolosoma Invert Author reported half the detection limit
Rotifer Brachionus calyciflorus 100 62 025 Reproduction (population size) 431 2555 2555 2555 Brachionus Invert Author reported half the detection limit
Great pond snail Lymnaea stagnalis 117 61 025 Biomass 746 4877 4877 4877 Lymnaea Mollusk Author reported half the detection limit
Fatmucket Lampsilis siliquoidea 1055 604 040 Biomass 169 1042 1042 1042 Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia 50 715 11 Reproduction - youngstarting adult 1780 1898 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia 26 73 05 Reproduction - youngfemale 1557 2718 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 46 75 05 Reproduction - youngfemale 8087 1102 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 96 79 05 Reproduction - youngfemale 6519 796 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 194 81 05 Reproduction - youngfemale 6836 888 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 255 703 05 Reproduction (youngfemale) 250 563 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 713 05 Reproduction (youngfemale) 860 1061 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 25 798 05 Reproduction (youngfemale) 700 1006 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 61 803 05 Reproduction (youngfemale) 1010 1363 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 810 05 Reproduction (youngfemale) 870 1164 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 255 633 05 Reproduction (youngfemale) 260 1758 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 121 636 05 Reproduction (youngfemale) 390 1101 1182 1182 Ceriodaphnia Invert Author reported
Amphipod Hyalella azteca 95 61 051 Biomass (28 d) 1993 1014 Hyalella Author reported
Amphipod Hyalella azteca 106 604 033 Biomass (28 d) 425 2895 1713 1713 Hyalella Invert Author reported
Midge Chironomus riparius 118 558 18 Adult midge emergence 2955 1192 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 119 505 18 Adult midge emergence 8442 22578 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 91 66 051 Reproduction ( of eggscase) 3387 7664 5908 5908 Chironomus Invert Author reported
Atlantic salmon Salmo salar 127 57 18 Biomass 6156 5085 5085 5085 Salmo Fish Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Brook trout Salvelinus fontinalis 123 655 19 Biomass 1644 270 Salvelinus Author reported wellRO mix
Brook trout Salvelinus fontinalis 128 565 18 Biomass 1435 1295 5914 5914 Salvelinus Fish Author reported wellRO mix
Fathead minnow Pimephales promelas 220 770 16 Biomass 6194 3569 Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation well water
Fathead minnow Pimephales promelas 96 620 025 Fry survival 4286 1734 2488 2488 Pimephales Fish Author reported half the detection limit
Zebrafish Danio rerio 83 61 025 Biomass 2344 1102 1102 1102 Danio Fish Author reported half the detection limit
Wood frog Rana sylvatica 115 469 16 MATC-survival gt 2000 gt 9746 gt 9746 9746 gt Rana Amphib - Other Data Value is from 2007 FW Cu AWQC Appendix C recommendation aged tap water
Appendix A Acceptable Acute Toxicity Data of Aluminum to Freshwater Aquatic Animals
Species Methoda Hardness (mgL as CaCO3) pH DOC(mgL) LC50 or EC50 Conc (microgL) Reference Normalized Conc - LC50(microgL) Species Mean Acute Value(microgL) Genus Mean Acute Value(microgL) Genus DOC Note Dilution water
Snail Physa sp S M T 474 659 11 gt 23400 Call 1984 Call et al 1984 gt 48425 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 755 11 30600 Call 1984 Call et al 1984 26986 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 817 11 gt 24700 Call 1984 Call et al 1984 gt 24040 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 746 11 55500 Call 1984 Call et al 1984 50338 35462 35462 Physa Mollusk Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Fatmucket Lampsilis siliquoidea F M T 1060 612 048 gt 6302 Wang et al 2016 Wang et al 2017 gt 29834 gt 29834 29834 gt Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia S M A 500 742 11 1900 McCauley et al 1986 1728 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia S M A 505 786 11 1500 McCauley et al 1986 1294 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation UW-S Lake Superior lab water
Cladoceran Ceriodaphnia dubia S M A 500 813 11 2560 McCauley et al 1986 2431 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia R M T 26 75 05 720 ENSR 1992d 1113 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 46 76 05 1880 ENSR 1992d 2495 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 96 78 05 2450 ENSR 1992d 2894 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 3727 Fort and Stover 1995 5002 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 5673 Fort and Stover 1995 7613 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 89 76 05 2880 Soucek et al 2001 3362 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U T 106 601 05 7112 European Al Association 2009 1691 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 605 2 6865 European Al Association 2009 7088 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 609 4 15581 European Al Association 2009 10072 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 601 05 681 European Al Association 2009 1620 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 603 05 1630 European Al Association 2009 3674 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 597 05 1785 European Al Association 2009 4732 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 592 05 1410 European Al Association 2009 4295 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 699 05 gt 1300 European Al Association 2009 gt 4189 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 785 05 gt 5000 European Al Association 2009 gt 7960 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 68 2 gt 10000 European Al Association 2009 gt 20755 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 782 2 gt 15000 European Al Association 2009 gt 11626 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 677 4 gt 10000 European Al Association 2009 gt 15161 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 766 4 gt 15000 European Al Association 2009 gt 8608 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 79 05 gt 2000 European Al Association 2009 gt 3150 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 789 05 gt 2000 European Al Association 2009 gt 3156 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 604 05 1108 European Al Association 2009 850 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 598 2 11371 European Al Association 2009 4817 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 573 4 80467 European Al Association 2009 43570 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 671 05 gt 10000 European Al Association 2009 gt 23786 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 783 05 gt 5000 European Al Association 2009 gt 6344 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 679 2 gt 10000 European Al Association 2009 gt 10394 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 767 2 gt 15000 European Al Association 2009 gt 9082 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 668 4 gt 15000 European Al Association 2009 gt 12461 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 762 4 gt 15000 European Al Association 2009 gt 6332 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 606 2 33868 European Al Association 2009 7920 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 56 4 104842 European Al Association 2009 48800 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 693 05 gt 5000 European Al Association 2009 gt 7126 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 788 05 gt 5000 European Al Association 2009 gt 5898 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 676 2 gt 15000 European Al Association 2009 gt 12117 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 771 2 gt 15000 European Al Association 2009 gt 8096 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 66 4 gt 15000 European Al Association 2009 gt 10139 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 76 4 gt 15000 European Al Association 2009 gt 5545 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11971 European Al Association 2010 2699 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 27478 European Al Association 2010 6194 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11998 European Al Association 2010 2705 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 607 05 92495 European Al Association 2010 1876 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 609 05 31337 European Al Association 2010 6035 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 61 05 33235 European Al Association 2010 6238 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 708 05 gt 8864 European Al Association 2010 gt 2534 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 779 05 gt 42783 European Al Association 2010 gt 6930 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 753 05 13204 European Al Association 2010 244 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 601 05 46326 European Al Association 2010 3798 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 599 05 gt 8590 European Al Association 2010 gt 7366 5094 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia reticulata F M T 451 60 11 304 Shephard 1983 2009 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia reticulata F M T 40 55 11 362 Shephard 1983 55307 10542 7328 Ceriodaphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake SuperiorDI Mix
Cladoceran Daphnia magna S U NR 453 774 11 3900 Biesinger and Christensen 1972 3382 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S M T 220 76 16 38200 Kimball 1978 20303 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Well water
Cladoceran Daphnia magna S U T 451 725 11 2800 Shephard 1983 2868 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S U T 168 599 05 5000 European Al Association 2009 gt 2265 - Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Daphnia magna S U T 168 792 05 7950 European Al Association 2009 920 3332 3332 Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Ostracod Stenocypris major R M T 1563 651 16 310196 Shuhaimi-Othman et al 2011a 10216 10216 10216 Stenocypris Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Malaysia)
Amphipod Crangonyx pseudogracilis R U T 50 675 16 9190 Martin and Holdich 1986 12174 12174 12174 Crangonyx Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (UK)
Amphipod Hyalella azteca F M T 105 613 048 gt 5997 Wang et al 2016 Wang et al 2017 gt 28002 gt 28002 28002 gt Hyalella Invert Author reported
Stonefly Acroneuria sp S M T 474 746 11 gt 22600 Call et al 1984 gt 20498 gt 20498 20498 gt Acroneuria Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Midge Chironomus plumosus S U T 80 70 16 30000 Fargasova 2001 25361 25361 25361 Chironomus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Slovakia)
Midge Paratanytarsus dissimilis S M T 1743 728 28 gt 77700 Lamb and Bailey 1981 1983 gt 62318 gt 62318 62318 gt Paratanytarsus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Liberty Lake Washington
Rainbow trout Oncorhynchus mykiss F M T 274 758 05 gt 9840 Gundersen et al 1994 gt 5745 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 452 762 05 gt 8070 Gundersen et al 1994 gt 5212 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 895 758 05 gt 8160 Gundersen et al 1994 gt 6807 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1304 758 05 gt 8200 Gundersen et al 1994 gt 7662 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 232 825 05 6170 Gundersen et al 1994 1190 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 350 826 05 6170 Gundersen et al 1994 1523 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 836 829 05 7670 Gundersen et al 1994 3205 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1158 830 05 6930 Gundersen et al 1994 3554 3661 3661 Oncorhynchus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Atlantic salmon Salmo salar S U T 68 55 05 584 Hamilton and Haines 1995 21042 - Salmo Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Atlantic salmon Salmo salar S U T 68 65 05 599 Hamilton and Haines 1995 2430 7151 7151 Salmo Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Brook trout Salvelinus fontinalis S U T 40 56 16 6530 Tandjung 1982 31767 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 18 56 16 3400 Tandjung 1982 28391 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 2 56 16 370 Tandjung 1982 13663 23097 23097 Salvelinus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green sunfish Lepomis cyanellus S M T 474 755 11 gt 50000 Call et al 1984 gt 24028 gt 24028 24028 gt Lepomis Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Rio Grande silvery minnow Hybognathus amarus R M T 140 81 05 gt 59100 Buhl 2002 gt 39414 gt 39414 39414 gt Hybognathus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Fathead minnow Pimephales promelas S M T 474 761 11 gt 48200 Call et al 1984 gt 21522 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas S M T 474 805 11 gt 49800 Call et al 1984 gt 12972 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas R M T 26 78 05 1160 ENSR 1992c 477 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 46 76 05 8180 ENSR 1992c 5446 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 96 81 05 20300 ENSR 1992c 10966 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 194 81 05 44800 ENSR 1992c 35847 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 140 81 05 gt 59100 Buhl 2002 gt 39414 10168 10168 Pimephales Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Smallmouth bass Micropterus dolomieui S M T 1245 505 16 130 Kane and Rabeni 1987 3929 3929 3929 Micropterus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green tree frog Hyla cinerea R M T 455 549 05 gt 4052 Jung and Jagoe 1995 gt 20016 gt 20016 20016 gt Hyla Amphibian Value is from 2007 FW Cu AWQC Appendix C recommendation artificial soft recon
Normalization Chemistry
pH 7 FAV 2741
Hardness 100 CMC 1400
DOC 1 CCC 390
Acute Ranked GMAV Chronic Ranked GMCV
Rank GMAV Genus Rank GMCV Genus
18 gt 62318 Paratanytarsus Invert 12 17098 Aeolosoma Invert
17 gt 39414 Hybognathus Fish 11 gt 9746 Rana Amphib - Other Data
16 35462 Physa Mollusk 10 5908 Chironomus Invert
15 gt 29834 Lampsilis Mollusk 9 4877 Lymnaea Mollusk
14 gt 28002 Hyalella Invert 8 2555 Brachionus Invert
13 25361 Chironomus Invert 7 2488 Pimephales Fish
12 gt 24028 Lepomis Fish 6 1713 Hyalella Invert
11 23097 Salvelinus Fish 5 1182 Ceriodaphnia Invert
10 gt 20498 Acroneuria Invert 4 1102 Danio Fish
9 gt 20016 Hyla Amphibian 3 1042 Lampsilis Mollusk
8 12174 Crangonyx Invert 2 591 Salvelinus Fish
7 10216 Stenocypris Invert 1 509 Salmo Fish
6 10168 Pimephales Fish
5 7328 Ceriodaphnia Invert
4 7151 Salmo Fish
3 3929 Micropterus Fish
2 3661 Oncorhynchus Fish
1 3332 Daphnia Invert
N Rank Genus GMAV ln(GMAV) ln(GMAV)2 P=R(N+1) sqrt(P) N Rank Genus GMCV ln(GMCV) ln(GMCV)2 P=R(N+1) sqrt(P)
18 4 Salmo 7151 887 7876 0211 0459 12 4 Danio 1102 700 4907 0308 0555
3 Micropterus 3929 828 6849 0158 0397 3 Lampsilis 1042 695 4829 0231 0480
2 Oncorhynchus 3661 821 6733 0105 0324 2 Salvelinus 591 638 4074 0154 0392
1 Daphnia 3332 811 6579 0053 0229 1 Salmo 509 623 3883 0077 0277
Sum 3347 2804 0526 141 Sum 2657 1769 0769 170
S2 = 1223 S2 = 1080
L = 7134 L = 5242
A = 7916 A = 5976
FAV = 2741 FCV = 3940
CMC = 1371
All concentrations reported are microgL total Aluminum
lt-----Click Button after entering data
ENTER DATA HERE ERRORNUM ACUTE CHRONIC
Rank 1 Rank 2 Rank 3 Rank 4 Rank 1 Rank 2 Rank 3 Rank 4
SiteName DOC(mgL) Hardness(mgL as CaCO3) pH FAV CMC CCC Genus GMAV Genus GMAV Genus GMAV Genus GMAV Genus GMCV Genus GMCV Genus GMCV Genus GMCV
Site 1 50 25 9 75428737034162 35229324666008 1800 770 Daphnia 33452 Ceriodaphnia 73576 Stenocypris 102576 Crangonyx 122230 Lampsilis 10463 Ceriodaphnia 11865 Hyalella 17200 Brachionus 25648
Site 2 50 50 9 75428737034162 31204991509063 1600 680 Daphnia 29631 Ceriodaphnia 65171 Stenocypris 90859 Crangonyx 108267 Lampsilis 9268 Ceriodaphnia 10510 Hyalella 15236 Brachionus 22718
Site 3 50 75 9 75428737034162 29067527928199 1500 640 Daphnia 27601 Ceriodaphnia 60707 Stenocypris 84635 Crangonyx 100851 Lampsilis 8633 Ceriodaphnia 9790 Hyalella 14192 Brachionus 21162
Site 4 50 100 9 75428737034162 27640367912592 1400 600 Daphnia 26246 Ceriodaphnia 57726 Stenocypris 80480 Crangonyx 95899 Lampsilis 8209 Ceriodaphnia 9309 Hyalella 13495 Brachionus 20123
Site 5 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 6 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 7 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 8 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 9 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 10 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 11 50 25 85 75428737034162 63245275664384 3200 1400 Daphnia 60055 Ceriodaphnia 132086 Stenocypris 184149 Crangonyx 219432 Lampsilis 18783 Ceriodaphnia 21301 Hyalella 30879 Brachionus 46045
Site 12 50 50 85 75428737034162 61388044609926 3100 1300 Daphnia 58291 Ceriodaphnia 128208 Stenocypris 178742 Crangonyx 212988 Lampsilis 18232 Ceriodaphnia 20676 Hyalella 29972 Brachionus 44693
Site 13 50 75 85 75428737034162 60327020429132 3000 1300 Daphnia 57284 Ceriodaphnia 125992 Stenocypris 175652 Crangonyx 209307 Lampsilis 17917 Ceriodaphnia 20318 Hyalella 29454 Brachionus 43920
Site 14 50 100 85 75428737034162 59585352130146 3000 1300 Daphnia 56580 Ceriodaphnia 124443 Stenocypris 173493 Crangonyx 206734 Lampsilis 17696 Ceriodaphnia 20068 Hyalella 29092 Salmo 41264
Site 15 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 16 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 17 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 18 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 19 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 20 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Page 13: Draft National 304(a) Aluminum Aquatic Life Criteria … · Draft National 304(a) Aluminum Aquatic Life Criteria ... [0.503×ln ... [0.494𝑝𝑝𝐻𝐻× ℎ𝑎𝑎:ln

Aluminum Toxicity Data

13

bull New data and models examinedndash Data submitted to EU REACH program

bull New freshwater aluminum toxicity data generated by Oregon State University

bull 2016 BLM model provided by the European Aluminum Association

ndash Saltwater data provided by Australia bull Insufficient data to develop estuarinemarine acute or chronic

criteria at this timendash Multiple Linear Regression (MLR) model developed by

DeForest et al 2017bull DeForest DK KV Brix LM Tear and WJ Adams 2017 Multiple Linear Regression (MLR) models for predicting chronic aluminum

toxicity to freshwater aquatic organisms and developing water quality guidelines Environ Toxicol Chem (DOI101002etc3922)

14

Minimum Dataset For Freshwater Criteria Derivation

SALMONID SECONDFISHFAMILY

CHORDATA

PLANKTONICCRUSTACEAN

BENTHIC CRUSTACEAN

INSECT ROTIFERA ANNELIDA MOLLUSCA

OTHERINSECT ORMOLLUSCA

EstuarineMarine Minimum Data Requirements

15

Family Minimum Data Requirement EstuarineMarine

Acute(Phylum Family Genus)

Chronic(Phylum Family Genus)

Family in the phylum Chordata - -

Family in the phylum Chordata - -

Either the Mysidae or Penaeidae family - -

Family in a phylum other than Arthropoda or Chordata Mollusca Ostreidae Crassostrea -

Family in a phylum other than Chordata Annelida Nereididae Neanthes -

Family in a phylum other than Chordata Annelida Capitellidae Capitella -

Family in a phylum other than Chordata Annelida Ctenodrilidae Ctenodrilus -

Any other family Arthropoda Ameiridae Nitokra -

II Evaluate water quality conditions to determine applicability

bull Criteria are often based on one or more water quality conditions (eg hardness) that affect toxicity of the material to test organisms

bull Aluminum toxicity is highly dependent on the pH of the test waterndash The pH of test waters affects the amount and form

of aluminum that is bioavailable to test speciesndash Hardness and DOC (Dissolved Organic Carbon)

also influence the amount of aluminum that is bioavailable

16

Multiple Bioavailability Modeling Approaches Underwent External Peer Review

17

bull Biotic Ligand Modelsbull Full aluminum BLM (2016 model version) ndash Temperature pH

Dissolved organic carbon (DOC) Major cations (calcium [Ca] magnesium [Mg] sodium [Na] and potassium [K]) Major anions (sulfate [SO4] and chloride [Cl]) Alkalinity and Sulfide

bull Simplified aluminum BLM - pH hardness DOC temperature

bull Multilinear Regression Equationsbull pH and Hardness

Accounting for Effects of Water Chemistry on Bioavailability and Toxicity

bull Water quality criteria can be modified quantitatively when enough data are available to demonstrate that those conditions similarly affect the results with a variety of speciesndash High quality data in the draft aluminum document demonstrated

that pH DOC and hardness affected a variety of species in a similar way when exposed to aluminum concentrations

bull Recent publications by Cardwell et al (2017) and Gensemer et al (2017) summarized short-term aluminum chronic toxicity data across a range of DOC pH and hardness values for three species

18

Multiple Linear Regression (MLR) Models to Account for Effects of Water Chemistry

bull MLR models were developed for each species (DeForest et al 2017)ndash 119862119862 119889119889119906119906119887119887119894119894119886119886 11986411986411986211986220=119890119890[minus41026+[0525timesln(119863119863119874119874119862119862)]+[2201timesln(ℎ119886119886119903119903119889119889)]+(11282times119901119901119867119867)minus(0633times1199011199011198671198672)minus[0264times119901119901119867119867ln(ℎ119886119886119903119903119889119889)]]

ndash 119875119875 119901119901119903119903119900119900119898119898119890119890119897119897119886119886119904119904 11986411986411986211986220=119890119890[minus14029+[0503timesln(119863119863119874119874119862119862)]+[3443timesln(ℎ119886119886119903119903119889119889)]+(3131times119901119901119867119867)minus[0494times119901119901119867119867ln(ℎ119886119886119903119903119889119889)]]

bull These models were applied to both the acute and chronic aluminum toxicity datandash The C dubia model was applied to invertebrate datandash The P promelas model was applied to vertebrate data

19

III Normalize toxicity data in species sensitivity distribution to a set of water

quality conditionsbull Just like single parameter hardness models the MLR

models were used to normalize the aluminum toxicity data to a single set of water quality conditionsndash As an illustration for one set of calculations the draft

aluminum AWQC set these conditions to pH 7 hardness of 100 mgL and DOC of 1 mgL

bull This allows for comparisons to be made between species based on their sensitivity to aluminumndash Apples to apples

20

IV Construct sensitivity distribution to determine criteria at set conditions

21

Figure 8 Ranked Summary of Total Aluminum Genus Mean Acute Values (GMAVs) - Freshwater at pH 7 Hardness of 100 mgL and DOC of 1 mgL

IV Construct sensitivity distribution to determine criteria at set conditions

22

Figure 10 Ranked Summary of Total Aluminum Genus Mean Chronic Values (GMCVs) ndash Freshwater Supplemented with Other Data to Fulfill Missing MDRs at pH 7 Hardness of 100 mgL and DOC of 1 mgL

Aluminum Criteria Calculatorbull The relative ranking of genera in the sensitivity

distribution to which the toxicity data are normalized will change based on the set of water chemistry conditions (ie pH hardness and DOC)

bull To make calculating aluminum criteria easier EPA developed an Aluminum Criteria Calculatorndash Automated so that user only needs to enter water chemistry

conditions of interestndash Allows quick calculations for a variety of conditionsndash Limits calculations to the recommended conditions for which

the MLR models were developed were specified for hardness and DOC

bull No extrapolation beyond hardness and DOC empirical data bounds

23

Aluminum Criteria Calculator SD Example

24

pH=7 Hardness=100 DOC=1 pH=6 Hardness=25 DOC=1

Chronic Ranked GMCVRank GMCV Genus

12 17098 Aeolosoma Invert11 gt 9746 Rana Amphib - Other Data10 5908 Chironomus Invert

9 4877 Lymnaea Mollusk8 2555 Brachionus Invert7 2488 Pimephales Fish6 1713 Hyalella Invert5 1182 Ceriodaphnia Invert4 1102 Danio Fish3 1042 Lampsilis Mollusk2 591 Salvelinus Fish1 509 Salmo Fish

FCV = 3940 microgL total aluminum

Chronic Ranked GMCVRank GMCV Genus

12 gt 2131 Rana Amphib - Other Data11 1710 Aeolosoma Invert10 591 Chironomus Invert

9 544 Pimephales Fish8 488 Lymnaea Mollusk7 255 Brachionus Invert6 241 Danio Fish5 171 Hyalella Invert4 129 Salvelinus Fish3 118 Ceriodaphnia Invert2 111 Salmo Fish1 104 Lampsilis Mollusk

FCV = 987 microgL total aluminum

Multiple Scenarios

Run Scenarios

Summary Sheet

Acute Dataset

Chronic Dataset

Multiple Scenarios

Run Scenarios

Summary Sheet

Acute Dataset

Chronic Dataset

Boundaries of the Criteria Outputsbull MLR models were developed using data that

encompassndash DOC range of 008-5 mgLndash Hardness range of 98-127 mgL (as CaCO3)ndash pH range of 6-81

bull MLR criteria outputs are bounded atndash Maximum of 150 mgL total hardness (as CaCO3)

ndash DOC of 50 mgLndash pH range of the model is 50 to 90

25

Aluminum Criteria Look-Up Tables

26

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=05 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 23 a 14 b 69 c 160 f 350 f 620 i 540 b 410 a 230 a

50 43 a 24 b 100 d 170 f 310 f 630 f 670 j 400 a 200 a

75 61 a 33 b 130 e 180 f 290 f 530 f 730 i 390 a 190 a

100 78 a 41 b 150 e 190 f 280 g 460 f 770 c 390 a 180 a

150 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

200 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

250 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

300 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

350 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

400 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

Aluminum Criteria Look-Up Tables

27

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=10 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 33 a 21 b 99 c 220 f 490 f 900 i 780 b 590 a 330 a

50 61 a 35 b 150 e 250 f 440 f 890 f 960 j 580 a 290 a

75 88 a 47 b 180 e 260 f 410 f 740 f 1100 i 570 a 270 a

100 11 a 59 b 210 e 270 f 390 g 650 f 1100 c 560 b 260 a

150 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

200 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

250 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

300 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

350 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

400 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

Aluminum Criteria Look-Up Tables

28

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=25 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 54 a 34 b 160 c 350 f 770 f 1500 i 1300 b 960 a 540 a

50 99 a 57 b 230 e 390 f 690 f 1400 f 1600 j 930 a 470 a

75 14 a 77 b 290 e 410 f 640 f 1200 f 1700 i 920 a 440 a

100 18 a 96 b 330 e 420 f 620 g 1000 f 1800 d 920 b 420 a

150 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

200 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

250 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

300 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

350 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

400 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

Aluminum Criteria Look-Up Tables

29

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=50 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 77 a 49 b 230 c 500 f 1100 f 2100 c 1900 b 1400 a 770 a

50 14 a 82 b 330 e 540 f 970 f 2000 f 2200 j 1300 a 680 a

75 20 a 110 b 410 e 570 f 900 f 1600 f 2500 i 1300 a 640 a

100 26 a 140 b 460 f 590 f 880 g 1400 f 2500 d 1300 b 600 a

150 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

200 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

250 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

300 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

350 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

400 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

Status

30

bull Draft Document Released to the Federal Register on 72817ndash Public comment period of 60 days ndash Due Date for Comments is 92617

bull Revisions will be made considering public commentsbull Subsequent EPA intra-agency review of final criteria

document will then be conducted bull Publication of final criteria document planned for Late Fall

2017

Federal Register Webpagehttpswwwfederalregistergovdocuments201

707282017-15968request-for-scientific-views-draft-updated-aquatic-life-ambient-water-quality-criteria-for-aluminum

Aluminum Criteria Webpagehttpswwwepagovwqc2017-draft-aquatic-life-

criteria-aluminum-freshwater-documents

31

Contact Information

Aluminum Criteria Lead Diana EignorEignorDianaepagov

202-566-1143

Kathryn Gallagher Branch Chiefgallagherkathrynepagov

202-564-1398 32

  • Draft National 304(a) Aluminum Aquatic Life Criteria
  • Slide Number 2
  • Overview
  • Sources of Aluminum
  • Current 1988 Aluminum Criteria
  • Current 1988 Aluminum Criteria
  • Aluminum Standards
  • Criteria Development Process
  • Framework for Updated Draft Aluminum Criteria
  • I Screen toxicological studies for high quality data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Slide Number 14
  • EstuarineMarine Minimum Data Requirements
  • II Evaluate water quality conditions to determine applicability
  • Multiple Bioavailability Modeling Approaches Underwent External Peer Review
  • Accounting for Effects of Water Chemistry on Bioavailability and Toxicity
  • Multiple Linear Regression (MLR) Models to Account for Effects of Water Chemistry
  • III Normalize toxicity data in species sensitivity distribution to a set of water quality conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • Aluminum Criteria Calculator
  • Aluminum Criteria Calculator SD Example
  • Boundaries of the Criteria Outputs
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Status
  • Slide Number 31
  • Contact Information
Appendix C Acceptable Chronic Toxicity Data of Aluminum to Freshwater Aquatic Animals
MLR equation
Species Hardness (mgL as CaCO3) pH DOC(mgL) EC20 Endpoint EC20(microgL) Normalized Conc- EC20(microgL) SMCV-EC20(microgL) GMCV-EC20(microgL) Genus DOC Notes Dilution water
Oligochaete Aeolosoma sp 48 6 025 Reproduction (population size) 1235 1710 1710 1710 Aeolosoma Invert Author reported half the detection limit
Rotifer Brachionus calyciflorus 100 62 025 Reproduction (population size) 431 255 255 255 Brachionus Invert Author reported half the detection limit
Great pond snail Lymnaea stagnalis 117 61 025 Biomass 746 488 488 488 Lymnaea Mollusk Author reported half the detection limit
Fatmucket Lampsilis siliquoidea 1055 604 040 Biomass 169 104 104 104 Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia 50 715 11 Reproduction - youngstarting adult 1780 190 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia 26 73 05 Reproduction - youngfemale 1557 272 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 46 75 05 Reproduction - youngfemale 8087 110 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 96 79 05 Reproduction - youngfemale 6519 80 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 194 81 05 Reproduction - youngfemale 6836 89 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 255 703 05 Reproduction (youngfemale) 250 56 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 713 05 Reproduction (youngfemale) 860 106 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 25 798 05 Reproduction (youngfemale) 700 101 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 61 803 05 Reproduction (youngfemale) 1010 136 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 810 05 Reproduction (youngfemale) 870 116 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 255 633 05 Reproduction (youngfemale) 260 176 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 121 636 05 Reproduction (youngfemale) 390 110 118 118 Ceriodaphnia Invert Author reported
Amphipod Hyalella azteca 95 61 051 Biomass (28 d) 1993 101 Hyalella Author reported
Amphipod Hyalella azteca 106 604 033 Biomass (28 d) 425 289 171 171 Hyalella Invert Author reported
Midge Chironomus riparius 118 558 18 Adult midge emergence 2955 119 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 119 505 18 Adult midge emergence 8442 2258 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 91 66 051 Reproduction ( of eggscase) 3387 766 591 591 Chironomus Invert Author reported
Atlantic salmon Salmo salar 127 57 18 Biomass 6156 1112 1112 1112 Salmo Fish Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Brook trout Salvelinus fontinalis 123 655 19 Biomass 1644 59 Salvelinus Author reported wellRO mix
Brook trout Salvelinus fontinalis 128 565 18 Biomass 1435 283 1293 1293 Salvelinus Fish Author reported wellRO mix
Fathead minnow Pimephales promelas 220 770 16 Biomass 6194 781 Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation well water
Fathead minnow Pimephales promelas 96 620 025 Fry survival 4286 379 544 544 Pimephales Fish Author reported half the detection limit
Zebrafish Danio rerio 83 61 025 Biomass 2344 241 241 241 Danio Fish Author reported half the detection limit
Wood frog Rana sylvatica 115 469 16 MATC-survival gt 2000 gt 2131 gt 2131 2131 gt Rana Amphib - Other Data Value is from 2007 FW Cu AWQC Appendix C recommendation aged tap water
Appendix A Acceptable Acute Toxicity Data of Aluminum to Freshwater Aquatic Animals
Species Methoda Hardness (mgL as CaCO3) pH DOC(mgL) LC50 or EC50 Conc (microgL) Reference Normalized Conc - LC50(microgL) Species Mean Acute Value(microgL) Genus Mean Acute Value(microgL) Genus DOC Note Dilution water
Snail Physa sp S M T 474 659 11 gt 23400 Call 1984 Call et al 1984 gt 4843 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 755 11 30600 Call 1984 Call et al 1984 2699 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 817 11 gt 24700 Call 1984 Call et al 1984 gt 2404 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 746 11 55500 Call 1984 Call et al 1984 5034 3546 3546 Physa Mollusk Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Fatmucket Lampsilis siliquoidea F M T 1060 612 048 gt 6302 Wang et al 2016 Wang et al 2017 gt 2983 gt 2983 2983 gt Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia S M A 500 742 11 1900 McCauley et al 1986 173 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia S M A 505 786 11 1500 McCauley et al 1986 129 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation UW-S Lake Superior lab water
Cladoceran Ceriodaphnia dubia S M A 500 813 11 2560 McCauley et al 1986 243 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia R M T 26 75 05 720 ENSR 1992d 111 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 46 76 05 1880 ENSR 1992d 250 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 96 78 05 2450 ENSR 1992d 289 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 3727 Fort and Stover 1995 500 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 5673 Fort and Stover 1995 761 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 89 76 05 2880 Soucek et al 2001 336 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U T 106 601 05 7112 European Al Association 2009 169 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 605 2 6865 European Al Association 2009 709 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 609 4 15581 European Al Association 2009 1007 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 601 05 681 European Al Association 2009 162 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 603 05 1630 European Al Association 2009 367 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 597 05 1785 European Al Association 2009 473 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 592 05 1410 European Al Association 2009 429 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 699 05 gt 1300 European Al Association 2009 gt 419 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 785 05 gt 5000 European Al Association 2009 gt 796 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 68 2 gt 10000 European Al Association 2009 gt 2076 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 782 2 gt 15000 European Al Association 2009 gt 1163 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 677 4 gt 10000 European Al Association 2009 gt 1516 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 766 4 gt 15000 European Al Association 2009 gt 861 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 79 05 gt 2000 European Al Association 2009 gt 315 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 789 05 gt 2000 European Al Association 2009 gt 316 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 604 05 1108 European Al Association 2009 85 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 598 2 11371 European Al Association 2009 482 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 573 4 80467 European Al Association 2009 4357 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 671 05 gt 10000 European Al Association 2009 gt 2379 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 783 05 gt 5000 European Al Association 2009 gt 634 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 679 2 gt 10000 European Al Association 2009 gt 1039 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 767 2 gt 15000 European Al Association 2009 gt 908 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 668 4 gt 15000 European Al Association 2009 gt 1246 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 762 4 gt 15000 European Al Association 2009 gt 633 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 606 2 33868 European Al Association 2009 792 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 56 4 104842 European Al Association 2009 4880 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 693 05 gt 5000 European Al Association 2009 gt 713 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 788 05 gt 5000 European Al Association 2009 gt 590 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 676 2 gt 15000 European Al Association 2009 gt 1212 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 771 2 gt 15000 European Al Association 2009 gt 810 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 66 4 gt 15000 European Al Association 2009 gt 1014 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 76 4 gt 15000 European Al Association 2009 gt 555 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11971 European Al Association 2010 270 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 27478 European Al Association 2010 619 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11998 European Al Association 2010 270 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 607 05 92495 European Al Association 2010 188 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 609 05 31337 European Al Association 2010 604 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 61 05 33235 European Al Association 2010 624 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 708 05 gt 8864 European Al Association 2010 gt 253 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 779 05 gt 42783 European Al Association 2010 gt 693 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 753 05 13204 European Al Association 2010 24 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 601 05 46326 European Al Association 2010 380 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 599 05 gt 8590 European Al Association 2010 gt 737 509 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia reticulata F M T 451 60 11 304 Shephard 1983 201 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia reticulata F M T 40 55 11 362 Shephard 1983 5531 1054 733 Ceriodaphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake SuperiorDI Mix
Cladoceran Daphnia magna S U NR 453 774 11 3900 Biesinger and Christensen 1972 338 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S M T 220 76 16 38200 Kimball 1978 2030 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Well water
Cladoceran Daphnia magna S U T 451 725 11 2800 Shephard 1983 287 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S U T 168 599 05 5000 European Al Association 2009 gt 227 - Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Daphnia magna S U T 168 792 05 7950 European Al Association 2009 92 333 333 Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Ostracod Stenocypris major R M T 1563 651 16 310196 Shuhaimi-Othman et al 2011a 1022 1022 1022 Stenocypris Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Malaysia)
Amphipod Crangonyx pseudogracilis R U T 50 675 16 9190 Martin and Holdich 1986 1217 1217 1217 Crangonyx Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (UK)
Amphipod Hyalella azteca F M T 105 613 048 gt 5997 Wang et al 2016 Wang et al 2017 gt 2800 gt 2800 2800 gt Hyalella Invert Author reported
Stonefly Acroneuria sp S M T 474 746 11 gt 22600 Call et al 1984 gt 2050 gt 2050 2050 gt Acroneuria Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Midge Chironomus plumosus S U T 80 70 16 30000 Fargasova 2001 2536 2536 2536 Chironomus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Slovakia)
Midge Paratanytarsus dissimilis S M T 1743 728 28 gt 77700 Lamb and Bailey 1981 1983 gt 6232 gt 6232 6232 gt Paratanytarsus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Liberty Lake Washington
Rainbow trout Oncorhynchus mykiss F M T 274 758 05 gt 9840 Gundersen et al 1994 gt 1256 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 452 762 05 gt 8070 Gundersen et al 1994 gt 1140 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 895 758 05 gt 8160 Gundersen et al 1994 gt 1489 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1304 758 05 gt 8200 Gundersen et al 1994 gt 1676 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 232 825 05 6170 Gundersen et al 1994 260 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 350 826 05 6170 Gundersen et al 1994 333 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 836 829 05 7670 Gundersen et al 1994 701 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1158 830 05 6930 Gundersen et al 1994 777 801 801 Oncorhynchus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Atlantic salmon Salmo salar S U T 68 55 05 584 Hamilton and Haines 1995 4602 - Salmo Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Atlantic salmon Salmo salar S U T 68 65 05 599 Hamilton and Haines 1995 531 1564 1564 Salmo Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Brook trout Salvelinus fontinalis S U T 40 56 16 6530 Tandjung 1982 6947 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 18 56 16 3400 Tandjung 1982 6209 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 2 56 16 370 Tandjung 1982 2988 5051 5051 Salvelinus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green sunfish Lepomis cyanellus S M T 474 755 11 gt 50000 Call et al 1984 gt 5255 gt 5255 5255 gt Lepomis Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Rio Grande silvery minnow Hybognathus amarus R M T 140 81 05 gt 59100 Buhl 2002 gt 8620 gt 8620 8620 gt Hybognathus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Fathead minnow Pimephales promelas S M T 474 761 11 gt 48200 Call et al 1984 gt 4707 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas S M T 474 805 11 gt 49800 Call et al 1984 gt 2837 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas R M T 26 78 05 1160 ENSR 1992c 104 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 46 76 05 8180 ENSR 1992c 1191 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 96 81 05 20300 ENSR 1992c 2398 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 194 81 05 44800 ENSR 1992c 7839 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 140 81 05 gt 59100 Buhl 2002 gt 8620 2224 2224 Pimephales Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Smallmouth bass Micropterus dolomieui S M T 1245 505 16 130 Kane and Rabeni 1987 859 859 859 Micropterus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green tree frog Hyla cinerea R M T 455 549 05 gt 4052 Jung and Jagoe 1995 gt 4377 gt 4377 4377 gt Hyla Amphibian Value is from 2007 FW Cu AWQC Appendix C recommendation artificial soft recon
Normalization Chemistry
pH 6 FAV 360
Hardness 25 CMC 180
DOC 1 CCC 99
Acute Ranked GMAV Chronic Ranked GMCV
Rank GMAV Genus Rank GMCV Genus
18 gt 8620 Hybognathus Fish 12 gt 2131 Rana Amphib - Other Data
17 gt 6232 Paratanytarsus Invert 11 1710 Aeolosoma Invert
16 gt 5255 Lepomis Fish 10 591 Chironomus Invert
15 5051 Salvelinus Fish 9 544 Pimephales Fish
14 gt 4377 Hyla Amphibian 8 488 Lymnaea Mollusk
13 3546 Physa Mollusk 7 255 Brachionus Invert
12 gt 2983 Lampsilis Mollusk 6 241 Danio Fish
11 gt 2800 Hyalella Invert 5 171 Hyalella Invert
10 2536 Chironomus Invert 4 129 Salvelinus Fish
9 2224 Pimephales Fish 3 118 Ceriodaphnia Invert
8 gt 2050 Acroneuria Invert 2 111 Salmo Fish
7 1564 Salmo Fish 1 104 Lampsilis Mollusk
6 1217 Crangonyx Invert
5 1022 Stenocypris Invert
4 859 Micropterus Fish
3 801 Oncorhynchus Fish
2 733 Ceriodaphnia Invert
1 333 Daphnia Invert
N Rank Genus GMAV ln(GMAV) ln(GMAV)2 P=R(N+1) sqrt(P) N Rank Genus GMCV ln(GMCV) ln(GMCV)2 P=R(N+1) sqrt(P)
18 4 Micropterus 859 676 4564 0211 0459 12 4 Salvelinus 129 486 2364 0308 0555
3 Oncorhynchus 801 669 4469 0158 0397 3 Ceriodaphnia 118 477 2277 0231 0480
2 Ceriodaphnia 733 660 4352 0105 0324 2 Salmo 111 471 2220 0154 0392
1 Daphnia 333 581 3374 0053 0229 1 Lampsilis 104 465 2159 0077 0277
Sum 2585 1676 0526 141 Sum 1899 902 0769 170
S2 = 1987 S2 = 059
L = 4890 L = 4420
A = 5887 A = 4592
FAV = 360 FCV = 987
CMC = 180
All concentrations reported are microgL total Aluminum
lt-----Click Button after entering data
ENTER DATA HERE ERRORNUM ACUTE CHRONIC
Rank 1 Rank 2 Rank 3 Rank 4 Rank 1 Rank 2 Rank 3 Rank 4
SiteName DOC(mgL) Hardness(mgL as CaCO3) pH FAV CMC CCC Genus GMAV Genus GMAV Genus GMAV Genus GMAV Genus GMCV Genus GMCV Genus GMCV Genus GMCV
Site 1 50 25 9 75428737034162 35229324666008 1800 770 Daphnia 33452 Ceriodaphnia 73576 Stenocypris 102576 Crangonyx 122230 Lampsilis 10463 Ceriodaphnia 11865 Hyalella 17200 Brachionus 25648
Site 2 50 50 9 75428737034162 31204991509063 1600 680 Daphnia 29631 Ceriodaphnia 65171 Stenocypris 90859 Crangonyx 108267 Lampsilis 9268 Ceriodaphnia 10510 Hyalella 15236 Brachionus 22718
Site 3 50 75 9 75428737034162 29067527928199 1500 640 Daphnia 27601 Ceriodaphnia 60707 Stenocypris 84635 Crangonyx 100851 Lampsilis 8633 Ceriodaphnia 9790 Hyalella 14192 Brachionus 21162
Site 4 50 100 9 75428737034162 27640367912592 1400 600 Daphnia 26246 Ceriodaphnia 57726 Stenocypris 80480 Crangonyx 95899 Lampsilis 8209 Ceriodaphnia 9309 Hyalella 13495 Brachionus 20123
Site 5 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 6 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 7 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 8 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 9 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 10 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 11 50 25 85 75428737034162 63245275664384 3200 1400 Daphnia 60055 Ceriodaphnia 132086 Stenocypris 184149 Crangonyx 219432 Lampsilis 18783 Ceriodaphnia 21301 Hyalella 30879 Brachionus 46045
Site 12 50 50 85 75428737034162 61388044609926 3100 1300 Daphnia 58291 Ceriodaphnia 128208 Stenocypris 178742 Crangonyx 212988 Lampsilis 18232 Ceriodaphnia 20676 Hyalella 29972 Brachionus 44693
Site 13 50 75 85 75428737034162 60327020429132 3000 1300 Daphnia 57284 Ceriodaphnia 125992 Stenocypris 175652 Crangonyx 209307 Lampsilis 17917 Ceriodaphnia 20318 Hyalella 29454 Brachionus 43920
Site 14 50 100 85 75428737034162 59585352130146 3000 1300 Daphnia 56580 Ceriodaphnia 124443 Stenocypris 173493 Crangonyx 206734 Lampsilis 17696 Ceriodaphnia 20068 Hyalella 29092 Salmo 41264
Site 15 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 16 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 17 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 18 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 19 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 20 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Appendix C Acceptable Chronic Toxicity Data of Aluminum to Freshwater Aquatic Animals
MLR equation
Species Hardness (mgL as CaCO3) pH DOC(mgL) EC20 Endpoint EC20(microgL) Normalized Conc- EC20(microgL) SMCV-EC20(microgL) GMCV-EC20(microgL) Genus DOC Notes Dilution water
Oligochaete Aeolosoma sp 48 6 025 Reproduction (population size) 1235 17098 17098 17098 Aeolosoma Invert Author reported half the detection limit
Rotifer Brachionus calyciflorus 100 62 025 Reproduction (population size) 431 2555 2555 2555 Brachionus Invert Author reported half the detection limit
Great pond snail Lymnaea stagnalis 117 61 025 Biomass 746 4877 4877 4877 Lymnaea Mollusk Author reported half the detection limit
Fatmucket Lampsilis siliquoidea 1055 604 040 Biomass 169 1042 1042 1042 Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia 50 715 11 Reproduction - youngstarting adult 1780 1898 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia 26 73 05 Reproduction - youngfemale 1557 2718 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 46 75 05 Reproduction - youngfemale 8087 1102 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 96 79 05 Reproduction - youngfemale 6519 796 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 194 81 05 Reproduction - youngfemale 6836 888 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 255 703 05 Reproduction (youngfemale) 250 563 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 713 05 Reproduction (youngfemale) 860 1061 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 25 798 05 Reproduction (youngfemale) 700 1006 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 61 803 05 Reproduction (youngfemale) 1010 1363 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 810 05 Reproduction (youngfemale) 870 1164 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 255 633 05 Reproduction (youngfemale) 260 1758 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 121 636 05 Reproduction (youngfemale) 390 1101 1182 1182 Ceriodaphnia Invert Author reported
Amphipod Hyalella azteca 95 61 051 Biomass (28 d) 1993 1014 Hyalella Author reported
Amphipod Hyalella azteca 106 604 033 Biomass (28 d) 425 2895 1713 1713 Hyalella Invert Author reported
Midge Chironomus riparius 118 558 18 Adult midge emergence 2955 1192 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 119 505 18 Adult midge emergence 8442 22578 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 91 66 051 Reproduction ( of eggscase) 3387 7664 5908 5908 Chironomus Invert Author reported
Atlantic salmon Salmo salar 127 57 18 Biomass 6156 5085 5085 5085 Salmo Fish Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Brook trout Salvelinus fontinalis 123 655 19 Biomass 1644 270 Salvelinus Author reported wellRO mix
Brook trout Salvelinus fontinalis 128 565 18 Biomass 1435 1295 5914 5914 Salvelinus Fish Author reported wellRO mix
Fathead minnow Pimephales promelas 220 770 16 Biomass 6194 3569 Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation well water
Fathead minnow Pimephales promelas 96 620 025 Fry survival 4286 1734 2488 2488 Pimephales Fish Author reported half the detection limit
Zebrafish Danio rerio 83 61 025 Biomass 2344 1102 1102 1102 Danio Fish Author reported half the detection limit
Wood frog Rana sylvatica 115 469 16 MATC-survival gt 2000 gt 9746 gt 9746 9746 gt Rana Amphib - Other Data Value is from 2007 FW Cu AWQC Appendix C recommendation aged tap water
Appendix A Acceptable Acute Toxicity Data of Aluminum to Freshwater Aquatic Animals
Species Methoda Hardness (mgL as CaCO3) pH DOC(mgL) LC50 or EC50 Conc (microgL) Reference Normalized Conc - LC50(microgL) Species Mean Acute Value(microgL) Genus Mean Acute Value(microgL) Genus DOC Note Dilution water
Snail Physa sp S M T 474 659 11 gt 23400 Call 1984 Call et al 1984 gt 48425 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 755 11 30600 Call 1984 Call et al 1984 26986 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 817 11 gt 24700 Call 1984 Call et al 1984 gt 24040 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 746 11 55500 Call 1984 Call et al 1984 50338 35462 35462 Physa Mollusk Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Fatmucket Lampsilis siliquoidea F M T 1060 612 048 gt 6302 Wang et al 2016 Wang et al 2017 gt 29834 gt 29834 29834 gt Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia S M A 500 742 11 1900 McCauley et al 1986 1728 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia S M A 505 786 11 1500 McCauley et al 1986 1294 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation UW-S Lake Superior lab water
Cladoceran Ceriodaphnia dubia S M A 500 813 11 2560 McCauley et al 1986 2431 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia R M T 26 75 05 720 ENSR 1992d 1113 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 46 76 05 1880 ENSR 1992d 2495 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 96 78 05 2450 ENSR 1992d 2894 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 3727 Fort and Stover 1995 5002 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 5673 Fort and Stover 1995 7613 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 89 76 05 2880 Soucek et al 2001 3362 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U T 106 601 05 7112 European Al Association 2009 1691 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 605 2 6865 European Al Association 2009 7088 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 609 4 15581 European Al Association 2009 10072 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 601 05 681 European Al Association 2009 1620 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 603 05 1630 European Al Association 2009 3674 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 597 05 1785 European Al Association 2009 4732 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 592 05 1410 European Al Association 2009 4295 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 699 05 gt 1300 European Al Association 2009 gt 4189 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 785 05 gt 5000 European Al Association 2009 gt 7960 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 68 2 gt 10000 European Al Association 2009 gt 20755 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 782 2 gt 15000 European Al Association 2009 gt 11626 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 677 4 gt 10000 European Al Association 2009 gt 15161 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 766 4 gt 15000 European Al Association 2009 gt 8608 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 79 05 gt 2000 European Al Association 2009 gt 3150 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 789 05 gt 2000 European Al Association 2009 gt 3156 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 604 05 1108 European Al Association 2009 850 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 598 2 11371 European Al Association 2009 4817 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 573 4 80467 European Al Association 2009 43570 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 671 05 gt 10000 European Al Association 2009 gt 23786 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 783 05 gt 5000 European Al Association 2009 gt 6344 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 679 2 gt 10000 European Al Association 2009 gt 10394 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 767 2 gt 15000 European Al Association 2009 gt 9082 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 668 4 gt 15000 European Al Association 2009 gt 12461 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 762 4 gt 15000 European Al Association 2009 gt 6332 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 606 2 33868 European Al Association 2009 7920 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 56 4 104842 European Al Association 2009 48800 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 693 05 gt 5000 European Al Association 2009 gt 7126 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 788 05 gt 5000 European Al Association 2009 gt 5898 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 676 2 gt 15000 European Al Association 2009 gt 12117 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 771 2 gt 15000 European Al Association 2009 gt 8096 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 66 4 gt 15000 European Al Association 2009 gt 10139 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 76 4 gt 15000 European Al Association 2009 gt 5545 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11971 European Al Association 2010 2699 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 27478 European Al Association 2010 6194 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11998 European Al Association 2010 2705 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 607 05 92495 European Al Association 2010 1876 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 609 05 31337 European Al Association 2010 6035 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 61 05 33235 European Al Association 2010 6238 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 708 05 gt 8864 European Al Association 2010 gt 2534 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 779 05 gt 42783 European Al Association 2010 gt 6930 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 753 05 13204 European Al Association 2010 244 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 601 05 46326 European Al Association 2010 3798 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 599 05 gt 8590 European Al Association 2010 gt 7366 5094 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia reticulata F M T 451 60 11 304 Shephard 1983 2009 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia reticulata F M T 40 55 11 362 Shephard 1983 55307 10542 7328 Ceriodaphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake SuperiorDI Mix
Cladoceran Daphnia magna S U NR 453 774 11 3900 Biesinger and Christensen 1972 3382 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S M T 220 76 16 38200 Kimball 1978 20303 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Well water
Cladoceran Daphnia magna S U T 451 725 11 2800 Shephard 1983 2868 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S U T 168 599 05 5000 European Al Association 2009 gt 2265 - Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Daphnia magna S U T 168 792 05 7950 European Al Association 2009 920 3332 3332 Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Ostracod Stenocypris major R M T 1563 651 16 310196 Shuhaimi-Othman et al 2011a 10216 10216 10216 Stenocypris Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Malaysia)
Amphipod Crangonyx pseudogracilis R U T 50 675 16 9190 Martin and Holdich 1986 12174 12174 12174 Crangonyx Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (UK)
Amphipod Hyalella azteca F M T 105 613 048 gt 5997 Wang et al 2016 Wang et al 2017 gt 28002 gt 28002 28002 gt Hyalella Invert Author reported
Stonefly Acroneuria sp S M T 474 746 11 gt 22600 Call et al 1984 gt 20498 gt 20498 20498 gt Acroneuria Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Midge Chironomus plumosus S U T 80 70 16 30000 Fargasova 2001 25361 25361 25361 Chironomus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Slovakia)
Midge Paratanytarsus dissimilis S M T 1743 728 28 gt 77700 Lamb and Bailey 1981 1983 gt 62318 gt 62318 62318 gt Paratanytarsus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Liberty Lake Washington
Rainbow trout Oncorhynchus mykiss F M T 274 758 05 gt 9840 Gundersen et al 1994 gt 5745 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 452 762 05 gt 8070 Gundersen et al 1994 gt 5212 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 895 758 05 gt 8160 Gundersen et al 1994 gt 6807 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1304 758 05 gt 8200 Gundersen et al 1994 gt 7662 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 232 825 05 6170 Gundersen et al 1994 1190 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 350 826 05 6170 Gundersen et al 1994 1523 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 836 829 05 7670 Gundersen et al 1994 3205 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1158 830 05 6930 Gundersen et al 1994 3554 3661 3661 Oncorhynchus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Atlantic salmon Salmo salar S U T 68 55 05 584 Hamilton and Haines 1995 21042 - Salmo Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Atlantic salmon Salmo salar S U T 68 65 05 599 Hamilton and Haines 1995 2430 7151 7151 Salmo Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Brook trout Salvelinus fontinalis S U T 40 56 16 6530 Tandjung 1982 31767 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 18 56 16 3400 Tandjung 1982 28391 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 2 56 16 370 Tandjung 1982 13663 23097 23097 Salvelinus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green sunfish Lepomis cyanellus S M T 474 755 11 gt 50000 Call et al 1984 gt 24028 gt 24028 24028 gt Lepomis Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Rio Grande silvery minnow Hybognathus amarus R M T 140 81 05 gt 59100 Buhl 2002 gt 39414 gt 39414 39414 gt Hybognathus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Fathead minnow Pimephales promelas S M T 474 761 11 gt 48200 Call et al 1984 gt 21522 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas S M T 474 805 11 gt 49800 Call et al 1984 gt 12972 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas R M T 26 78 05 1160 ENSR 1992c 477 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 46 76 05 8180 ENSR 1992c 5446 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 96 81 05 20300 ENSR 1992c 10966 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 194 81 05 44800 ENSR 1992c 35847 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 140 81 05 gt 59100 Buhl 2002 gt 39414 10168 10168 Pimephales Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Smallmouth bass Micropterus dolomieui S M T 1245 505 16 130 Kane and Rabeni 1987 3929 3929 3929 Micropterus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green tree frog Hyla cinerea R M T 455 549 05 gt 4052 Jung and Jagoe 1995 gt 20016 gt 20016 20016 gt Hyla Amphibian Value is from 2007 FW Cu AWQC Appendix C recommendation artificial soft recon
Normalization Chemistry
pH 7 FAV 2741
Hardness 100 CMC 1400
DOC 1 CCC 390
Acute Ranked GMAV Chronic Ranked GMCV
Rank GMAV Genus Rank GMCV Genus
18 gt 62318 Paratanytarsus Invert 12 17098 Aeolosoma Invert
17 gt 39414 Hybognathus Fish 11 gt 9746 Rana Amphib - Other Data
16 35462 Physa Mollusk 10 5908 Chironomus Invert
15 gt 29834 Lampsilis Mollusk 9 4877 Lymnaea Mollusk
14 gt 28002 Hyalella Invert 8 2555 Brachionus Invert
13 25361 Chironomus Invert 7 2488 Pimephales Fish
12 gt 24028 Lepomis Fish 6 1713 Hyalella Invert
11 23097 Salvelinus Fish 5 1182 Ceriodaphnia Invert
10 gt 20498 Acroneuria Invert 4 1102 Danio Fish
9 gt 20016 Hyla Amphibian 3 1042 Lampsilis Mollusk
8 12174 Crangonyx Invert 2 591 Salvelinus Fish
7 10216 Stenocypris Invert 1 509 Salmo Fish
6 10168 Pimephales Fish
5 7328 Ceriodaphnia Invert
4 7151 Salmo Fish
3 3929 Micropterus Fish
2 3661 Oncorhynchus Fish
1 3332 Daphnia Invert
N Rank Genus GMAV ln(GMAV) ln(GMAV)2 P=R(N+1) sqrt(P) N Rank Genus GMCV ln(GMCV) ln(GMCV)2 P=R(N+1) sqrt(P)
18 4 Salmo 7151 887 7876 0211 0459 12 4 Danio 1102 700 4907 0308 0555
3 Micropterus 3929 828 6849 0158 0397 3 Lampsilis 1042 695 4829 0231 0480
2 Oncorhynchus 3661 821 6733 0105 0324 2 Salvelinus 591 638 4074 0154 0392
1 Daphnia 3332 811 6579 0053 0229 1 Salmo 509 623 3883 0077 0277
Sum 3347 2804 0526 141 Sum 2657 1769 0769 170
S2 = 1223 S2 = 1080
L = 7134 L = 5242
A = 7916 A = 5976
FAV = 2741 FCV = 3940
CMC = 1371
All concentrations reported are microgL total Aluminum
lt-----Click Button after entering data
ENTER DATA HERE ERRORNUM ACUTE CHRONIC
Rank 1 Rank 2 Rank 3 Rank 4 Rank 1 Rank 2 Rank 3 Rank 4
SiteName DOC(mgL) Hardness(mgL as CaCO3) pH FAV CMC CCC Genus GMAV Genus GMAV Genus GMAV Genus GMAV Genus GMCV Genus GMCV Genus GMCV Genus GMCV
Site 1 50 25 9 75428737034162 35229324666008 1800 770 Daphnia 33452 Ceriodaphnia 73576 Stenocypris 102576 Crangonyx 122230 Lampsilis 10463 Ceriodaphnia 11865 Hyalella 17200 Brachionus 25648
Site 2 50 50 9 75428737034162 31204991509063 1600 680 Daphnia 29631 Ceriodaphnia 65171 Stenocypris 90859 Crangonyx 108267 Lampsilis 9268 Ceriodaphnia 10510 Hyalella 15236 Brachionus 22718
Site 3 50 75 9 75428737034162 29067527928199 1500 640 Daphnia 27601 Ceriodaphnia 60707 Stenocypris 84635 Crangonyx 100851 Lampsilis 8633 Ceriodaphnia 9790 Hyalella 14192 Brachionus 21162
Site 4 50 100 9 75428737034162 27640367912592 1400 600 Daphnia 26246 Ceriodaphnia 57726 Stenocypris 80480 Crangonyx 95899 Lampsilis 8209 Ceriodaphnia 9309 Hyalella 13495 Brachionus 20123
Site 5 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 6 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 7 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 8 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 9 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 10 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 11 50 25 85 75428737034162 63245275664384 3200 1400 Daphnia 60055 Ceriodaphnia 132086 Stenocypris 184149 Crangonyx 219432 Lampsilis 18783 Ceriodaphnia 21301 Hyalella 30879 Brachionus 46045
Site 12 50 50 85 75428737034162 61388044609926 3100 1300 Daphnia 58291 Ceriodaphnia 128208 Stenocypris 178742 Crangonyx 212988 Lampsilis 18232 Ceriodaphnia 20676 Hyalella 29972 Brachionus 44693
Site 13 50 75 85 75428737034162 60327020429132 3000 1300 Daphnia 57284 Ceriodaphnia 125992 Stenocypris 175652 Crangonyx 209307 Lampsilis 17917 Ceriodaphnia 20318 Hyalella 29454 Brachionus 43920
Site 14 50 100 85 75428737034162 59585352130146 3000 1300 Daphnia 56580 Ceriodaphnia 124443 Stenocypris 173493 Crangonyx 206734 Lampsilis 17696 Ceriodaphnia 20068 Hyalella 29092 Salmo 41264
Site 15 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 16 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 17 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 18 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 19 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 20 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Page 14: Draft National 304(a) Aluminum Aquatic Life Criteria … · Draft National 304(a) Aluminum Aquatic Life Criteria ... [0.503×ln ... [0.494𝑝𝑝𝐻𝐻× ℎ𝑎𝑎:ln

14

Minimum Dataset For Freshwater Criteria Derivation

SALMONID SECONDFISHFAMILY

CHORDATA

PLANKTONICCRUSTACEAN

BENTHIC CRUSTACEAN

INSECT ROTIFERA ANNELIDA MOLLUSCA

OTHERINSECT ORMOLLUSCA

EstuarineMarine Minimum Data Requirements

15

Family Minimum Data Requirement EstuarineMarine

Acute(Phylum Family Genus)

Chronic(Phylum Family Genus)

Family in the phylum Chordata - -

Family in the phylum Chordata - -

Either the Mysidae or Penaeidae family - -

Family in a phylum other than Arthropoda or Chordata Mollusca Ostreidae Crassostrea -

Family in a phylum other than Chordata Annelida Nereididae Neanthes -

Family in a phylum other than Chordata Annelida Capitellidae Capitella -

Family in a phylum other than Chordata Annelida Ctenodrilidae Ctenodrilus -

Any other family Arthropoda Ameiridae Nitokra -

II Evaluate water quality conditions to determine applicability

bull Criteria are often based on one or more water quality conditions (eg hardness) that affect toxicity of the material to test organisms

bull Aluminum toxicity is highly dependent on the pH of the test waterndash The pH of test waters affects the amount and form

of aluminum that is bioavailable to test speciesndash Hardness and DOC (Dissolved Organic Carbon)

also influence the amount of aluminum that is bioavailable

16

Multiple Bioavailability Modeling Approaches Underwent External Peer Review

17

bull Biotic Ligand Modelsbull Full aluminum BLM (2016 model version) ndash Temperature pH

Dissolved organic carbon (DOC) Major cations (calcium [Ca] magnesium [Mg] sodium [Na] and potassium [K]) Major anions (sulfate [SO4] and chloride [Cl]) Alkalinity and Sulfide

bull Simplified aluminum BLM - pH hardness DOC temperature

bull Multilinear Regression Equationsbull pH and Hardness

Accounting for Effects of Water Chemistry on Bioavailability and Toxicity

bull Water quality criteria can be modified quantitatively when enough data are available to demonstrate that those conditions similarly affect the results with a variety of speciesndash High quality data in the draft aluminum document demonstrated

that pH DOC and hardness affected a variety of species in a similar way when exposed to aluminum concentrations

bull Recent publications by Cardwell et al (2017) and Gensemer et al (2017) summarized short-term aluminum chronic toxicity data across a range of DOC pH and hardness values for three species

18

Multiple Linear Regression (MLR) Models to Account for Effects of Water Chemistry

bull MLR models were developed for each species (DeForest et al 2017)ndash 119862119862 119889119889119906119906119887119887119894119894119886119886 11986411986411986211986220=119890119890[minus41026+[0525timesln(119863119863119874119874119862119862)]+[2201timesln(ℎ119886119886119903119903119889119889)]+(11282times119901119901119867119867)minus(0633times1199011199011198671198672)minus[0264times119901119901119867119867ln(ℎ119886119886119903119903119889119889)]]

ndash 119875119875 119901119901119903119903119900119900119898119898119890119890119897119897119886119886119904119904 11986411986411986211986220=119890119890[minus14029+[0503timesln(119863119863119874119874119862119862)]+[3443timesln(ℎ119886119886119903119903119889119889)]+(3131times119901119901119867119867)minus[0494times119901119901119867119867ln(ℎ119886119886119903119903119889119889)]]

bull These models were applied to both the acute and chronic aluminum toxicity datandash The C dubia model was applied to invertebrate datandash The P promelas model was applied to vertebrate data

19

III Normalize toxicity data in species sensitivity distribution to a set of water

quality conditionsbull Just like single parameter hardness models the MLR

models were used to normalize the aluminum toxicity data to a single set of water quality conditionsndash As an illustration for one set of calculations the draft

aluminum AWQC set these conditions to pH 7 hardness of 100 mgL and DOC of 1 mgL

bull This allows for comparisons to be made between species based on their sensitivity to aluminumndash Apples to apples

20

IV Construct sensitivity distribution to determine criteria at set conditions

21

Figure 8 Ranked Summary of Total Aluminum Genus Mean Acute Values (GMAVs) - Freshwater at pH 7 Hardness of 100 mgL and DOC of 1 mgL

IV Construct sensitivity distribution to determine criteria at set conditions

22

Figure 10 Ranked Summary of Total Aluminum Genus Mean Chronic Values (GMCVs) ndash Freshwater Supplemented with Other Data to Fulfill Missing MDRs at pH 7 Hardness of 100 mgL and DOC of 1 mgL

Aluminum Criteria Calculatorbull The relative ranking of genera in the sensitivity

distribution to which the toxicity data are normalized will change based on the set of water chemistry conditions (ie pH hardness and DOC)

bull To make calculating aluminum criteria easier EPA developed an Aluminum Criteria Calculatorndash Automated so that user only needs to enter water chemistry

conditions of interestndash Allows quick calculations for a variety of conditionsndash Limits calculations to the recommended conditions for which

the MLR models were developed were specified for hardness and DOC

bull No extrapolation beyond hardness and DOC empirical data bounds

23

Aluminum Criteria Calculator SD Example

24

pH=7 Hardness=100 DOC=1 pH=6 Hardness=25 DOC=1

Chronic Ranked GMCVRank GMCV Genus

12 17098 Aeolosoma Invert11 gt 9746 Rana Amphib - Other Data10 5908 Chironomus Invert

9 4877 Lymnaea Mollusk8 2555 Brachionus Invert7 2488 Pimephales Fish6 1713 Hyalella Invert5 1182 Ceriodaphnia Invert4 1102 Danio Fish3 1042 Lampsilis Mollusk2 591 Salvelinus Fish1 509 Salmo Fish

FCV = 3940 microgL total aluminum

Chronic Ranked GMCVRank GMCV Genus

12 gt 2131 Rana Amphib - Other Data11 1710 Aeolosoma Invert10 591 Chironomus Invert

9 544 Pimephales Fish8 488 Lymnaea Mollusk7 255 Brachionus Invert6 241 Danio Fish5 171 Hyalella Invert4 129 Salvelinus Fish3 118 Ceriodaphnia Invert2 111 Salmo Fish1 104 Lampsilis Mollusk

FCV = 987 microgL total aluminum

Multiple Scenarios

Run Scenarios

Summary Sheet

Acute Dataset

Chronic Dataset

Multiple Scenarios

Run Scenarios

Summary Sheet

Acute Dataset

Chronic Dataset

Boundaries of the Criteria Outputsbull MLR models were developed using data that

encompassndash DOC range of 008-5 mgLndash Hardness range of 98-127 mgL (as CaCO3)ndash pH range of 6-81

bull MLR criteria outputs are bounded atndash Maximum of 150 mgL total hardness (as CaCO3)

ndash DOC of 50 mgLndash pH range of the model is 50 to 90

25

Aluminum Criteria Look-Up Tables

26

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=05 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 23 a 14 b 69 c 160 f 350 f 620 i 540 b 410 a 230 a

50 43 a 24 b 100 d 170 f 310 f 630 f 670 j 400 a 200 a

75 61 a 33 b 130 e 180 f 290 f 530 f 730 i 390 a 190 a

100 78 a 41 b 150 e 190 f 280 g 460 f 770 c 390 a 180 a

150 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

200 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

250 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

300 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

350 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

400 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

Aluminum Criteria Look-Up Tables

27

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=10 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 33 a 21 b 99 c 220 f 490 f 900 i 780 b 590 a 330 a

50 61 a 35 b 150 e 250 f 440 f 890 f 960 j 580 a 290 a

75 88 a 47 b 180 e 260 f 410 f 740 f 1100 i 570 a 270 a

100 11 a 59 b 210 e 270 f 390 g 650 f 1100 c 560 b 260 a

150 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

200 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

250 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

300 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

350 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

400 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

Aluminum Criteria Look-Up Tables

28

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=25 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 54 a 34 b 160 c 350 f 770 f 1500 i 1300 b 960 a 540 a

50 99 a 57 b 230 e 390 f 690 f 1400 f 1600 j 930 a 470 a

75 14 a 77 b 290 e 410 f 640 f 1200 f 1700 i 920 a 440 a

100 18 a 96 b 330 e 420 f 620 g 1000 f 1800 d 920 b 420 a

150 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

200 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

250 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

300 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

350 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

400 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

Aluminum Criteria Look-Up Tables

29

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=50 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 77 a 49 b 230 c 500 f 1100 f 2100 c 1900 b 1400 a 770 a

50 14 a 82 b 330 e 540 f 970 f 2000 f 2200 j 1300 a 680 a

75 20 a 110 b 410 e 570 f 900 f 1600 f 2500 i 1300 a 640 a

100 26 a 140 b 460 f 590 f 880 g 1400 f 2500 d 1300 b 600 a

150 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

200 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

250 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

300 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

350 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

400 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

Status

30

bull Draft Document Released to the Federal Register on 72817ndash Public comment period of 60 days ndash Due Date for Comments is 92617

bull Revisions will be made considering public commentsbull Subsequent EPA intra-agency review of final criteria

document will then be conducted bull Publication of final criteria document planned for Late Fall

2017

Federal Register Webpagehttpswwwfederalregistergovdocuments201

707282017-15968request-for-scientific-views-draft-updated-aquatic-life-ambient-water-quality-criteria-for-aluminum

Aluminum Criteria Webpagehttpswwwepagovwqc2017-draft-aquatic-life-

criteria-aluminum-freshwater-documents

31

Contact Information

Aluminum Criteria Lead Diana EignorEignorDianaepagov

202-566-1143

Kathryn Gallagher Branch Chiefgallagherkathrynepagov

202-564-1398 32

  • Draft National 304(a) Aluminum Aquatic Life Criteria
  • Slide Number 2
  • Overview
  • Sources of Aluminum
  • Current 1988 Aluminum Criteria
  • Current 1988 Aluminum Criteria
  • Aluminum Standards
  • Criteria Development Process
  • Framework for Updated Draft Aluminum Criteria
  • I Screen toxicological studies for high quality data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Slide Number 14
  • EstuarineMarine Minimum Data Requirements
  • II Evaluate water quality conditions to determine applicability
  • Multiple Bioavailability Modeling Approaches Underwent External Peer Review
  • Accounting for Effects of Water Chemistry on Bioavailability and Toxicity
  • Multiple Linear Regression (MLR) Models to Account for Effects of Water Chemistry
  • III Normalize toxicity data in species sensitivity distribution to a set of water quality conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • Aluminum Criteria Calculator
  • Aluminum Criteria Calculator SD Example
  • Boundaries of the Criteria Outputs
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Status
  • Slide Number 31
  • Contact Information
Appendix C Acceptable Chronic Toxicity Data of Aluminum to Freshwater Aquatic Animals
MLR equation
Species Hardness (mgL as CaCO3) pH DOC(mgL) EC20 Endpoint EC20(microgL) Normalized Conc- EC20(microgL) SMCV-EC20(microgL) GMCV-EC20(microgL) Genus DOC Notes Dilution water
Oligochaete Aeolosoma sp 48 6 025 Reproduction (population size) 1235 1710 1710 1710 Aeolosoma Invert Author reported half the detection limit
Rotifer Brachionus calyciflorus 100 62 025 Reproduction (population size) 431 255 255 255 Brachionus Invert Author reported half the detection limit
Great pond snail Lymnaea stagnalis 117 61 025 Biomass 746 488 488 488 Lymnaea Mollusk Author reported half the detection limit
Fatmucket Lampsilis siliquoidea 1055 604 040 Biomass 169 104 104 104 Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia 50 715 11 Reproduction - youngstarting adult 1780 190 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia 26 73 05 Reproduction - youngfemale 1557 272 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 46 75 05 Reproduction - youngfemale 8087 110 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 96 79 05 Reproduction - youngfemale 6519 80 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 194 81 05 Reproduction - youngfemale 6836 89 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 255 703 05 Reproduction (youngfemale) 250 56 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 713 05 Reproduction (youngfemale) 860 106 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 25 798 05 Reproduction (youngfemale) 700 101 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 61 803 05 Reproduction (youngfemale) 1010 136 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 810 05 Reproduction (youngfemale) 870 116 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 255 633 05 Reproduction (youngfemale) 260 176 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 121 636 05 Reproduction (youngfemale) 390 110 118 118 Ceriodaphnia Invert Author reported
Amphipod Hyalella azteca 95 61 051 Biomass (28 d) 1993 101 Hyalella Author reported
Amphipod Hyalella azteca 106 604 033 Biomass (28 d) 425 289 171 171 Hyalella Invert Author reported
Midge Chironomus riparius 118 558 18 Adult midge emergence 2955 119 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 119 505 18 Adult midge emergence 8442 2258 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 91 66 051 Reproduction ( of eggscase) 3387 766 591 591 Chironomus Invert Author reported
Atlantic salmon Salmo salar 127 57 18 Biomass 6156 1112 1112 1112 Salmo Fish Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Brook trout Salvelinus fontinalis 123 655 19 Biomass 1644 59 Salvelinus Author reported wellRO mix
Brook trout Salvelinus fontinalis 128 565 18 Biomass 1435 283 1293 1293 Salvelinus Fish Author reported wellRO mix
Fathead minnow Pimephales promelas 220 770 16 Biomass 6194 781 Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation well water
Fathead minnow Pimephales promelas 96 620 025 Fry survival 4286 379 544 544 Pimephales Fish Author reported half the detection limit
Zebrafish Danio rerio 83 61 025 Biomass 2344 241 241 241 Danio Fish Author reported half the detection limit
Wood frog Rana sylvatica 115 469 16 MATC-survival gt 2000 gt 2131 gt 2131 2131 gt Rana Amphib - Other Data Value is from 2007 FW Cu AWQC Appendix C recommendation aged tap water
Appendix A Acceptable Acute Toxicity Data of Aluminum to Freshwater Aquatic Animals
Species Methoda Hardness (mgL as CaCO3) pH DOC(mgL) LC50 or EC50 Conc (microgL) Reference Normalized Conc - LC50(microgL) Species Mean Acute Value(microgL) Genus Mean Acute Value(microgL) Genus DOC Note Dilution water
Snail Physa sp S M T 474 659 11 gt 23400 Call 1984 Call et al 1984 gt 4843 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 755 11 30600 Call 1984 Call et al 1984 2699 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 817 11 gt 24700 Call 1984 Call et al 1984 gt 2404 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 746 11 55500 Call 1984 Call et al 1984 5034 3546 3546 Physa Mollusk Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Fatmucket Lampsilis siliquoidea F M T 1060 612 048 gt 6302 Wang et al 2016 Wang et al 2017 gt 2983 gt 2983 2983 gt Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia S M A 500 742 11 1900 McCauley et al 1986 173 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia S M A 505 786 11 1500 McCauley et al 1986 129 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation UW-S Lake Superior lab water
Cladoceran Ceriodaphnia dubia S M A 500 813 11 2560 McCauley et al 1986 243 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia R M T 26 75 05 720 ENSR 1992d 111 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 46 76 05 1880 ENSR 1992d 250 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 96 78 05 2450 ENSR 1992d 289 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 3727 Fort and Stover 1995 500 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 5673 Fort and Stover 1995 761 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 89 76 05 2880 Soucek et al 2001 336 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U T 106 601 05 7112 European Al Association 2009 169 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 605 2 6865 European Al Association 2009 709 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 609 4 15581 European Al Association 2009 1007 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 601 05 681 European Al Association 2009 162 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 603 05 1630 European Al Association 2009 367 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 597 05 1785 European Al Association 2009 473 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 592 05 1410 European Al Association 2009 429 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 699 05 gt 1300 European Al Association 2009 gt 419 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 785 05 gt 5000 European Al Association 2009 gt 796 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 68 2 gt 10000 European Al Association 2009 gt 2076 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 782 2 gt 15000 European Al Association 2009 gt 1163 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 677 4 gt 10000 European Al Association 2009 gt 1516 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 766 4 gt 15000 European Al Association 2009 gt 861 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 79 05 gt 2000 European Al Association 2009 gt 315 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 789 05 gt 2000 European Al Association 2009 gt 316 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 604 05 1108 European Al Association 2009 85 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 598 2 11371 European Al Association 2009 482 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 573 4 80467 European Al Association 2009 4357 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 671 05 gt 10000 European Al Association 2009 gt 2379 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 783 05 gt 5000 European Al Association 2009 gt 634 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 679 2 gt 10000 European Al Association 2009 gt 1039 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 767 2 gt 15000 European Al Association 2009 gt 908 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 668 4 gt 15000 European Al Association 2009 gt 1246 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 762 4 gt 15000 European Al Association 2009 gt 633 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 606 2 33868 European Al Association 2009 792 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 56 4 104842 European Al Association 2009 4880 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 693 05 gt 5000 European Al Association 2009 gt 713 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 788 05 gt 5000 European Al Association 2009 gt 590 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 676 2 gt 15000 European Al Association 2009 gt 1212 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 771 2 gt 15000 European Al Association 2009 gt 810 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 66 4 gt 15000 European Al Association 2009 gt 1014 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 76 4 gt 15000 European Al Association 2009 gt 555 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11971 European Al Association 2010 270 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 27478 European Al Association 2010 619 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11998 European Al Association 2010 270 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 607 05 92495 European Al Association 2010 188 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 609 05 31337 European Al Association 2010 604 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 61 05 33235 European Al Association 2010 624 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 708 05 gt 8864 European Al Association 2010 gt 253 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 779 05 gt 42783 European Al Association 2010 gt 693 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 753 05 13204 European Al Association 2010 24 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 601 05 46326 European Al Association 2010 380 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 599 05 gt 8590 European Al Association 2010 gt 737 509 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia reticulata F M T 451 60 11 304 Shephard 1983 201 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia reticulata F M T 40 55 11 362 Shephard 1983 5531 1054 733 Ceriodaphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake SuperiorDI Mix
Cladoceran Daphnia magna S U NR 453 774 11 3900 Biesinger and Christensen 1972 338 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S M T 220 76 16 38200 Kimball 1978 2030 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Well water
Cladoceran Daphnia magna S U T 451 725 11 2800 Shephard 1983 287 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S U T 168 599 05 5000 European Al Association 2009 gt 227 - Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Daphnia magna S U T 168 792 05 7950 European Al Association 2009 92 333 333 Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Ostracod Stenocypris major R M T 1563 651 16 310196 Shuhaimi-Othman et al 2011a 1022 1022 1022 Stenocypris Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Malaysia)
Amphipod Crangonyx pseudogracilis R U T 50 675 16 9190 Martin and Holdich 1986 1217 1217 1217 Crangonyx Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (UK)
Amphipod Hyalella azteca F M T 105 613 048 gt 5997 Wang et al 2016 Wang et al 2017 gt 2800 gt 2800 2800 gt Hyalella Invert Author reported
Stonefly Acroneuria sp S M T 474 746 11 gt 22600 Call et al 1984 gt 2050 gt 2050 2050 gt Acroneuria Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Midge Chironomus plumosus S U T 80 70 16 30000 Fargasova 2001 2536 2536 2536 Chironomus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Slovakia)
Midge Paratanytarsus dissimilis S M T 1743 728 28 gt 77700 Lamb and Bailey 1981 1983 gt 6232 gt 6232 6232 gt Paratanytarsus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Liberty Lake Washington
Rainbow trout Oncorhynchus mykiss F M T 274 758 05 gt 9840 Gundersen et al 1994 gt 1256 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 452 762 05 gt 8070 Gundersen et al 1994 gt 1140 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 895 758 05 gt 8160 Gundersen et al 1994 gt 1489 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1304 758 05 gt 8200 Gundersen et al 1994 gt 1676 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 232 825 05 6170 Gundersen et al 1994 260 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 350 826 05 6170 Gundersen et al 1994 333 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 836 829 05 7670 Gundersen et al 1994 701 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1158 830 05 6930 Gundersen et al 1994 777 801 801 Oncorhynchus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Atlantic salmon Salmo salar S U T 68 55 05 584 Hamilton and Haines 1995 4602 - Salmo Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Atlantic salmon Salmo salar S U T 68 65 05 599 Hamilton and Haines 1995 531 1564 1564 Salmo Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Brook trout Salvelinus fontinalis S U T 40 56 16 6530 Tandjung 1982 6947 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 18 56 16 3400 Tandjung 1982 6209 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 2 56 16 370 Tandjung 1982 2988 5051 5051 Salvelinus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green sunfish Lepomis cyanellus S M T 474 755 11 gt 50000 Call et al 1984 gt 5255 gt 5255 5255 gt Lepomis Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Rio Grande silvery minnow Hybognathus amarus R M T 140 81 05 gt 59100 Buhl 2002 gt 8620 gt 8620 8620 gt Hybognathus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Fathead minnow Pimephales promelas S M T 474 761 11 gt 48200 Call et al 1984 gt 4707 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas S M T 474 805 11 gt 49800 Call et al 1984 gt 2837 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas R M T 26 78 05 1160 ENSR 1992c 104 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 46 76 05 8180 ENSR 1992c 1191 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 96 81 05 20300 ENSR 1992c 2398 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 194 81 05 44800 ENSR 1992c 7839 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 140 81 05 gt 59100 Buhl 2002 gt 8620 2224 2224 Pimephales Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Smallmouth bass Micropterus dolomieui S M T 1245 505 16 130 Kane and Rabeni 1987 859 859 859 Micropterus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green tree frog Hyla cinerea R M T 455 549 05 gt 4052 Jung and Jagoe 1995 gt 4377 gt 4377 4377 gt Hyla Amphibian Value is from 2007 FW Cu AWQC Appendix C recommendation artificial soft recon
Normalization Chemistry
pH 6 FAV 360
Hardness 25 CMC 180
DOC 1 CCC 99
Acute Ranked GMAV Chronic Ranked GMCV
Rank GMAV Genus Rank GMCV Genus
18 gt 8620 Hybognathus Fish 12 gt 2131 Rana Amphib - Other Data
17 gt 6232 Paratanytarsus Invert 11 1710 Aeolosoma Invert
16 gt 5255 Lepomis Fish 10 591 Chironomus Invert
15 5051 Salvelinus Fish 9 544 Pimephales Fish
14 gt 4377 Hyla Amphibian 8 488 Lymnaea Mollusk
13 3546 Physa Mollusk 7 255 Brachionus Invert
12 gt 2983 Lampsilis Mollusk 6 241 Danio Fish
11 gt 2800 Hyalella Invert 5 171 Hyalella Invert
10 2536 Chironomus Invert 4 129 Salvelinus Fish
9 2224 Pimephales Fish 3 118 Ceriodaphnia Invert
8 gt 2050 Acroneuria Invert 2 111 Salmo Fish
7 1564 Salmo Fish 1 104 Lampsilis Mollusk
6 1217 Crangonyx Invert
5 1022 Stenocypris Invert
4 859 Micropterus Fish
3 801 Oncorhynchus Fish
2 733 Ceriodaphnia Invert
1 333 Daphnia Invert
N Rank Genus GMAV ln(GMAV) ln(GMAV)2 P=R(N+1) sqrt(P) N Rank Genus GMCV ln(GMCV) ln(GMCV)2 P=R(N+1) sqrt(P)
18 4 Micropterus 859 676 4564 0211 0459 12 4 Salvelinus 129 486 2364 0308 0555
3 Oncorhynchus 801 669 4469 0158 0397 3 Ceriodaphnia 118 477 2277 0231 0480
2 Ceriodaphnia 733 660 4352 0105 0324 2 Salmo 111 471 2220 0154 0392
1 Daphnia 333 581 3374 0053 0229 1 Lampsilis 104 465 2159 0077 0277
Sum 2585 1676 0526 141 Sum 1899 902 0769 170
S2 = 1987 S2 = 059
L = 4890 L = 4420
A = 5887 A = 4592
FAV = 360 FCV = 987
CMC = 180
All concentrations reported are microgL total Aluminum
lt-----Click Button after entering data
ENTER DATA HERE ERRORNUM ACUTE CHRONIC
Rank 1 Rank 2 Rank 3 Rank 4 Rank 1 Rank 2 Rank 3 Rank 4
SiteName DOC(mgL) Hardness(mgL as CaCO3) pH FAV CMC CCC Genus GMAV Genus GMAV Genus GMAV Genus GMAV Genus GMCV Genus GMCV Genus GMCV Genus GMCV
Site 1 50 25 9 75428737034162 35229324666008 1800 770 Daphnia 33452 Ceriodaphnia 73576 Stenocypris 102576 Crangonyx 122230 Lampsilis 10463 Ceriodaphnia 11865 Hyalella 17200 Brachionus 25648
Site 2 50 50 9 75428737034162 31204991509063 1600 680 Daphnia 29631 Ceriodaphnia 65171 Stenocypris 90859 Crangonyx 108267 Lampsilis 9268 Ceriodaphnia 10510 Hyalella 15236 Brachionus 22718
Site 3 50 75 9 75428737034162 29067527928199 1500 640 Daphnia 27601 Ceriodaphnia 60707 Stenocypris 84635 Crangonyx 100851 Lampsilis 8633 Ceriodaphnia 9790 Hyalella 14192 Brachionus 21162
Site 4 50 100 9 75428737034162 27640367912592 1400 600 Daphnia 26246 Ceriodaphnia 57726 Stenocypris 80480 Crangonyx 95899 Lampsilis 8209 Ceriodaphnia 9309 Hyalella 13495 Brachionus 20123
Site 5 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 6 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 7 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 8 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 9 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 10 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 11 50 25 85 75428737034162 63245275664384 3200 1400 Daphnia 60055 Ceriodaphnia 132086 Stenocypris 184149 Crangonyx 219432 Lampsilis 18783 Ceriodaphnia 21301 Hyalella 30879 Brachionus 46045
Site 12 50 50 85 75428737034162 61388044609926 3100 1300 Daphnia 58291 Ceriodaphnia 128208 Stenocypris 178742 Crangonyx 212988 Lampsilis 18232 Ceriodaphnia 20676 Hyalella 29972 Brachionus 44693
Site 13 50 75 85 75428737034162 60327020429132 3000 1300 Daphnia 57284 Ceriodaphnia 125992 Stenocypris 175652 Crangonyx 209307 Lampsilis 17917 Ceriodaphnia 20318 Hyalella 29454 Brachionus 43920
Site 14 50 100 85 75428737034162 59585352130146 3000 1300 Daphnia 56580 Ceriodaphnia 124443 Stenocypris 173493 Crangonyx 206734 Lampsilis 17696 Ceriodaphnia 20068 Hyalella 29092 Salmo 41264
Site 15 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 16 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 17 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 18 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 19 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 20 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Appendix C Acceptable Chronic Toxicity Data of Aluminum to Freshwater Aquatic Animals
MLR equation
Species Hardness (mgL as CaCO3) pH DOC(mgL) EC20 Endpoint EC20(microgL) Normalized Conc- EC20(microgL) SMCV-EC20(microgL) GMCV-EC20(microgL) Genus DOC Notes Dilution water
Oligochaete Aeolosoma sp 48 6 025 Reproduction (population size) 1235 17098 17098 17098 Aeolosoma Invert Author reported half the detection limit
Rotifer Brachionus calyciflorus 100 62 025 Reproduction (population size) 431 2555 2555 2555 Brachionus Invert Author reported half the detection limit
Great pond snail Lymnaea stagnalis 117 61 025 Biomass 746 4877 4877 4877 Lymnaea Mollusk Author reported half the detection limit
Fatmucket Lampsilis siliquoidea 1055 604 040 Biomass 169 1042 1042 1042 Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia 50 715 11 Reproduction - youngstarting adult 1780 1898 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia 26 73 05 Reproduction - youngfemale 1557 2718 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 46 75 05 Reproduction - youngfemale 8087 1102 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 96 79 05 Reproduction - youngfemale 6519 796 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 194 81 05 Reproduction - youngfemale 6836 888 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 255 703 05 Reproduction (youngfemale) 250 563 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 713 05 Reproduction (youngfemale) 860 1061 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 25 798 05 Reproduction (youngfemale) 700 1006 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 61 803 05 Reproduction (youngfemale) 1010 1363 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 810 05 Reproduction (youngfemale) 870 1164 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 255 633 05 Reproduction (youngfemale) 260 1758 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 121 636 05 Reproduction (youngfemale) 390 1101 1182 1182 Ceriodaphnia Invert Author reported
Amphipod Hyalella azteca 95 61 051 Biomass (28 d) 1993 1014 Hyalella Author reported
Amphipod Hyalella azteca 106 604 033 Biomass (28 d) 425 2895 1713 1713 Hyalella Invert Author reported
Midge Chironomus riparius 118 558 18 Adult midge emergence 2955 1192 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 119 505 18 Adult midge emergence 8442 22578 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 91 66 051 Reproduction ( of eggscase) 3387 7664 5908 5908 Chironomus Invert Author reported
Atlantic salmon Salmo salar 127 57 18 Biomass 6156 5085 5085 5085 Salmo Fish Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Brook trout Salvelinus fontinalis 123 655 19 Biomass 1644 270 Salvelinus Author reported wellRO mix
Brook trout Salvelinus fontinalis 128 565 18 Biomass 1435 1295 5914 5914 Salvelinus Fish Author reported wellRO mix
Fathead minnow Pimephales promelas 220 770 16 Biomass 6194 3569 Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation well water
Fathead minnow Pimephales promelas 96 620 025 Fry survival 4286 1734 2488 2488 Pimephales Fish Author reported half the detection limit
Zebrafish Danio rerio 83 61 025 Biomass 2344 1102 1102 1102 Danio Fish Author reported half the detection limit
Wood frog Rana sylvatica 115 469 16 MATC-survival gt 2000 gt 9746 gt 9746 9746 gt Rana Amphib - Other Data Value is from 2007 FW Cu AWQC Appendix C recommendation aged tap water
Appendix A Acceptable Acute Toxicity Data of Aluminum to Freshwater Aquatic Animals
Species Methoda Hardness (mgL as CaCO3) pH DOC(mgL) LC50 or EC50 Conc (microgL) Reference Normalized Conc - LC50(microgL) Species Mean Acute Value(microgL) Genus Mean Acute Value(microgL) Genus DOC Note Dilution water
Snail Physa sp S M T 474 659 11 gt 23400 Call 1984 Call et al 1984 gt 48425 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 755 11 30600 Call 1984 Call et al 1984 26986 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 817 11 gt 24700 Call 1984 Call et al 1984 gt 24040 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 746 11 55500 Call 1984 Call et al 1984 50338 35462 35462 Physa Mollusk Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Fatmucket Lampsilis siliquoidea F M T 1060 612 048 gt 6302 Wang et al 2016 Wang et al 2017 gt 29834 gt 29834 29834 gt Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia S M A 500 742 11 1900 McCauley et al 1986 1728 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia S M A 505 786 11 1500 McCauley et al 1986 1294 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation UW-S Lake Superior lab water
Cladoceran Ceriodaphnia dubia S M A 500 813 11 2560 McCauley et al 1986 2431 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia R M T 26 75 05 720 ENSR 1992d 1113 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 46 76 05 1880 ENSR 1992d 2495 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 96 78 05 2450 ENSR 1992d 2894 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 3727 Fort and Stover 1995 5002 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 5673 Fort and Stover 1995 7613 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 89 76 05 2880 Soucek et al 2001 3362 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U T 106 601 05 7112 European Al Association 2009 1691 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 605 2 6865 European Al Association 2009 7088 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 609 4 15581 European Al Association 2009 10072 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 601 05 681 European Al Association 2009 1620 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 603 05 1630 European Al Association 2009 3674 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 597 05 1785 European Al Association 2009 4732 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 592 05 1410 European Al Association 2009 4295 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 699 05 gt 1300 European Al Association 2009 gt 4189 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 785 05 gt 5000 European Al Association 2009 gt 7960 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 68 2 gt 10000 European Al Association 2009 gt 20755 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 782 2 gt 15000 European Al Association 2009 gt 11626 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 677 4 gt 10000 European Al Association 2009 gt 15161 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 766 4 gt 15000 European Al Association 2009 gt 8608 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 79 05 gt 2000 European Al Association 2009 gt 3150 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 789 05 gt 2000 European Al Association 2009 gt 3156 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 604 05 1108 European Al Association 2009 850 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 598 2 11371 European Al Association 2009 4817 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 573 4 80467 European Al Association 2009 43570 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 671 05 gt 10000 European Al Association 2009 gt 23786 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 783 05 gt 5000 European Al Association 2009 gt 6344 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 679 2 gt 10000 European Al Association 2009 gt 10394 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 767 2 gt 15000 European Al Association 2009 gt 9082 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 668 4 gt 15000 European Al Association 2009 gt 12461 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 762 4 gt 15000 European Al Association 2009 gt 6332 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 606 2 33868 European Al Association 2009 7920 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 56 4 104842 European Al Association 2009 48800 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 693 05 gt 5000 European Al Association 2009 gt 7126 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 788 05 gt 5000 European Al Association 2009 gt 5898 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 676 2 gt 15000 European Al Association 2009 gt 12117 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 771 2 gt 15000 European Al Association 2009 gt 8096 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 66 4 gt 15000 European Al Association 2009 gt 10139 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 76 4 gt 15000 European Al Association 2009 gt 5545 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11971 European Al Association 2010 2699 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 27478 European Al Association 2010 6194 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11998 European Al Association 2010 2705 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 607 05 92495 European Al Association 2010 1876 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 609 05 31337 European Al Association 2010 6035 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 61 05 33235 European Al Association 2010 6238 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 708 05 gt 8864 European Al Association 2010 gt 2534 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 779 05 gt 42783 European Al Association 2010 gt 6930 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 753 05 13204 European Al Association 2010 244 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 601 05 46326 European Al Association 2010 3798 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 599 05 gt 8590 European Al Association 2010 gt 7366 5094 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia reticulata F M T 451 60 11 304 Shephard 1983 2009 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia reticulata F M T 40 55 11 362 Shephard 1983 55307 10542 7328 Ceriodaphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake SuperiorDI Mix
Cladoceran Daphnia magna S U NR 453 774 11 3900 Biesinger and Christensen 1972 3382 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S M T 220 76 16 38200 Kimball 1978 20303 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Well water
Cladoceran Daphnia magna S U T 451 725 11 2800 Shephard 1983 2868 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S U T 168 599 05 5000 European Al Association 2009 gt 2265 - Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Daphnia magna S U T 168 792 05 7950 European Al Association 2009 920 3332 3332 Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Ostracod Stenocypris major R M T 1563 651 16 310196 Shuhaimi-Othman et al 2011a 10216 10216 10216 Stenocypris Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Malaysia)
Amphipod Crangonyx pseudogracilis R U T 50 675 16 9190 Martin and Holdich 1986 12174 12174 12174 Crangonyx Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (UK)
Amphipod Hyalella azteca F M T 105 613 048 gt 5997 Wang et al 2016 Wang et al 2017 gt 28002 gt 28002 28002 gt Hyalella Invert Author reported
Stonefly Acroneuria sp S M T 474 746 11 gt 22600 Call et al 1984 gt 20498 gt 20498 20498 gt Acroneuria Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Midge Chironomus plumosus S U T 80 70 16 30000 Fargasova 2001 25361 25361 25361 Chironomus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Slovakia)
Midge Paratanytarsus dissimilis S M T 1743 728 28 gt 77700 Lamb and Bailey 1981 1983 gt 62318 gt 62318 62318 gt Paratanytarsus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Liberty Lake Washington
Rainbow trout Oncorhynchus mykiss F M T 274 758 05 gt 9840 Gundersen et al 1994 gt 5745 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 452 762 05 gt 8070 Gundersen et al 1994 gt 5212 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 895 758 05 gt 8160 Gundersen et al 1994 gt 6807 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1304 758 05 gt 8200 Gundersen et al 1994 gt 7662 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 232 825 05 6170 Gundersen et al 1994 1190 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 350 826 05 6170 Gundersen et al 1994 1523 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 836 829 05 7670 Gundersen et al 1994 3205 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1158 830 05 6930 Gundersen et al 1994 3554 3661 3661 Oncorhynchus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Atlantic salmon Salmo salar S U T 68 55 05 584 Hamilton and Haines 1995 21042 - Salmo Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Atlantic salmon Salmo salar S U T 68 65 05 599 Hamilton and Haines 1995 2430 7151 7151 Salmo Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Brook trout Salvelinus fontinalis S U T 40 56 16 6530 Tandjung 1982 31767 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 18 56 16 3400 Tandjung 1982 28391 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 2 56 16 370 Tandjung 1982 13663 23097 23097 Salvelinus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green sunfish Lepomis cyanellus S M T 474 755 11 gt 50000 Call et al 1984 gt 24028 gt 24028 24028 gt Lepomis Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Rio Grande silvery minnow Hybognathus amarus R M T 140 81 05 gt 59100 Buhl 2002 gt 39414 gt 39414 39414 gt Hybognathus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Fathead minnow Pimephales promelas S M T 474 761 11 gt 48200 Call et al 1984 gt 21522 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas S M T 474 805 11 gt 49800 Call et al 1984 gt 12972 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas R M T 26 78 05 1160 ENSR 1992c 477 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 46 76 05 8180 ENSR 1992c 5446 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 96 81 05 20300 ENSR 1992c 10966 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 194 81 05 44800 ENSR 1992c 35847 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 140 81 05 gt 59100 Buhl 2002 gt 39414 10168 10168 Pimephales Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Smallmouth bass Micropterus dolomieui S M T 1245 505 16 130 Kane and Rabeni 1987 3929 3929 3929 Micropterus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green tree frog Hyla cinerea R M T 455 549 05 gt 4052 Jung and Jagoe 1995 gt 20016 gt 20016 20016 gt Hyla Amphibian Value is from 2007 FW Cu AWQC Appendix C recommendation artificial soft recon
Normalization Chemistry
pH 7 FAV 2741
Hardness 100 CMC 1400
DOC 1 CCC 390
Acute Ranked GMAV Chronic Ranked GMCV
Rank GMAV Genus Rank GMCV Genus
18 gt 62318 Paratanytarsus Invert 12 17098 Aeolosoma Invert
17 gt 39414 Hybognathus Fish 11 gt 9746 Rana Amphib - Other Data
16 35462 Physa Mollusk 10 5908 Chironomus Invert
15 gt 29834 Lampsilis Mollusk 9 4877 Lymnaea Mollusk
14 gt 28002 Hyalella Invert 8 2555 Brachionus Invert
13 25361 Chironomus Invert 7 2488 Pimephales Fish
12 gt 24028 Lepomis Fish 6 1713 Hyalella Invert
11 23097 Salvelinus Fish 5 1182 Ceriodaphnia Invert
10 gt 20498 Acroneuria Invert 4 1102 Danio Fish
9 gt 20016 Hyla Amphibian 3 1042 Lampsilis Mollusk
8 12174 Crangonyx Invert 2 591 Salvelinus Fish
7 10216 Stenocypris Invert 1 509 Salmo Fish
6 10168 Pimephales Fish
5 7328 Ceriodaphnia Invert
4 7151 Salmo Fish
3 3929 Micropterus Fish
2 3661 Oncorhynchus Fish
1 3332 Daphnia Invert
N Rank Genus GMAV ln(GMAV) ln(GMAV)2 P=R(N+1) sqrt(P) N Rank Genus GMCV ln(GMCV) ln(GMCV)2 P=R(N+1) sqrt(P)
18 4 Salmo 7151 887 7876 0211 0459 12 4 Danio 1102 700 4907 0308 0555
3 Micropterus 3929 828 6849 0158 0397 3 Lampsilis 1042 695 4829 0231 0480
2 Oncorhynchus 3661 821 6733 0105 0324 2 Salvelinus 591 638 4074 0154 0392
1 Daphnia 3332 811 6579 0053 0229 1 Salmo 509 623 3883 0077 0277
Sum 3347 2804 0526 141 Sum 2657 1769 0769 170
S2 = 1223 S2 = 1080
L = 7134 L = 5242
A = 7916 A = 5976
FAV = 2741 FCV = 3940
CMC = 1371
All concentrations reported are microgL total Aluminum
lt-----Click Button after entering data
ENTER DATA HERE ERRORNUM ACUTE CHRONIC
Rank 1 Rank 2 Rank 3 Rank 4 Rank 1 Rank 2 Rank 3 Rank 4
SiteName DOC(mgL) Hardness(mgL as CaCO3) pH FAV CMC CCC Genus GMAV Genus GMAV Genus GMAV Genus GMAV Genus GMCV Genus GMCV Genus GMCV Genus GMCV
Site 1 50 25 9 75428737034162 35229324666008 1800 770 Daphnia 33452 Ceriodaphnia 73576 Stenocypris 102576 Crangonyx 122230 Lampsilis 10463 Ceriodaphnia 11865 Hyalella 17200 Brachionus 25648
Site 2 50 50 9 75428737034162 31204991509063 1600 680 Daphnia 29631 Ceriodaphnia 65171 Stenocypris 90859 Crangonyx 108267 Lampsilis 9268 Ceriodaphnia 10510 Hyalella 15236 Brachionus 22718
Site 3 50 75 9 75428737034162 29067527928199 1500 640 Daphnia 27601 Ceriodaphnia 60707 Stenocypris 84635 Crangonyx 100851 Lampsilis 8633 Ceriodaphnia 9790 Hyalella 14192 Brachionus 21162
Site 4 50 100 9 75428737034162 27640367912592 1400 600 Daphnia 26246 Ceriodaphnia 57726 Stenocypris 80480 Crangonyx 95899 Lampsilis 8209 Ceriodaphnia 9309 Hyalella 13495 Brachionus 20123
Site 5 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 6 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 7 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 8 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 9 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 10 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 11 50 25 85 75428737034162 63245275664384 3200 1400 Daphnia 60055 Ceriodaphnia 132086 Stenocypris 184149 Crangonyx 219432 Lampsilis 18783 Ceriodaphnia 21301 Hyalella 30879 Brachionus 46045
Site 12 50 50 85 75428737034162 61388044609926 3100 1300 Daphnia 58291 Ceriodaphnia 128208 Stenocypris 178742 Crangonyx 212988 Lampsilis 18232 Ceriodaphnia 20676 Hyalella 29972 Brachionus 44693
Site 13 50 75 85 75428737034162 60327020429132 3000 1300 Daphnia 57284 Ceriodaphnia 125992 Stenocypris 175652 Crangonyx 209307 Lampsilis 17917 Ceriodaphnia 20318 Hyalella 29454 Brachionus 43920
Site 14 50 100 85 75428737034162 59585352130146 3000 1300 Daphnia 56580 Ceriodaphnia 124443 Stenocypris 173493 Crangonyx 206734 Lampsilis 17696 Ceriodaphnia 20068 Hyalella 29092 Salmo 41264
Site 15 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 16 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 17 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 18 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 19 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 20 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Page 15: Draft National 304(a) Aluminum Aquatic Life Criteria … · Draft National 304(a) Aluminum Aquatic Life Criteria ... [0.503×ln ... [0.494𝑝𝑝𝐻𝐻× ℎ𝑎𝑎:ln

EstuarineMarine Minimum Data Requirements

15

Family Minimum Data Requirement EstuarineMarine

Acute(Phylum Family Genus)

Chronic(Phylum Family Genus)

Family in the phylum Chordata - -

Family in the phylum Chordata - -

Either the Mysidae or Penaeidae family - -

Family in a phylum other than Arthropoda or Chordata Mollusca Ostreidae Crassostrea -

Family in a phylum other than Chordata Annelida Nereididae Neanthes -

Family in a phylum other than Chordata Annelida Capitellidae Capitella -

Family in a phylum other than Chordata Annelida Ctenodrilidae Ctenodrilus -

Any other family Arthropoda Ameiridae Nitokra -

II Evaluate water quality conditions to determine applicability

bull Criteria are often based on one or more water quality conditions (eg hardness) that affect toxicity of the material to test organisms

bull Aluminum toxicity is highly dependent on the pH of the test waterndash The pH of test waters affects the amount and form

of aluminum that is bioavailable to test speciesndash Hardness and DOC (Dissolved Organic Carbon)

also influence the amount of aluminum that is bioavailable

16

Multiple Bioavailability Modeling Approaches Underwent External Peer Review

17

bull Biotic Ligand Modelsbull Full aluminum BLM (2016 model version) ndash Temperature pH

Dissolved organic carbon (DOC) Major cations (calcium [Ca] magnesium [Mg] sodium [Na] and potassium [K]) Major anions (sulfate [SO4] and chloride [Cl]) Alkalinity and Sulfide

bull Simplified aluminum BLM - pH hardness DOC temperature

bull Multilinear Regression Equationsbull pH and Hardness

Accounting for Effects of Water Chemistry on Bioavailability and Toxicity

bull Water quality criteria can be modified quantitatively when enough data are available to demonstrate that those conditions similarly affect the results with a variety of speciesndash High quality data in the draft aluminum document demonstrated

that pH DOC and hardness affected a variety of species in a similar way when exposed to aluminum concentrations

bull Recent publications by Cardwell et al (2017) and Gensemer et al (2017) summarized short-term aluminum chronic toxicity data across a range of DOC pH and hardness values for three species

18

Multiple Linear Regression (MLR) Models to Account for Effects of Water Chemistry

bull MLR models were developed for each species (DeForest et al 2017)ndash 119862119862 119889119889119906119906119887119887119894119894119886119886 11986411986411986211986220=119890119890[minus41026+[0525timesln(119863119863119874119874119862119862)]+[2201timesln(ℎ119886119886119903119903119889119889)]+(11282times119901119901119867119867)minus(0633times1199011199011198671198672)minus[0264times119901119901119867119867ln(ℎ119886119886119903119903119889119889)]]

ndash 119875119875 119901119901119903119903119900119900119898119898119890119890119897119897119886119886119904119904 11986411986411986211986220=119890119890[minus14029+[0503timesln(119863119863119874119874119862119862)]+[3443timesln(ℎ119886119886119903119903119889119889)]+(3131times119901119901119867119867)minus[0494times119901119901119867119867ln(ℎ119886119886119903119903119889119889)]]

bull These models were applied to both the acute and chronic aluminum toxicity datandash The C dubia model was applied to invertebrate datandash The P promelas model was applied to vertebrate data

19

III Normalize toxicity data in species sensitivity distribution to a set of water

quality conditionsbull Just like single parameter hardness models the MLR

models were used to normalize the aluminum toxicity data to a single set of water quality conditionsndash As an illustration for one set of calculations the draft

aluminum AWQC set these conditions to pH 7 hardness of 100 mgL and DOC of 1 mgL

bull This allows for comparisons to be made between species based on their sensitivity to aluminumndash Apples to apples

20

IV Construct sensitivity distribution to determine criteria at set conditions

21

Figure 8 Ranked Summary of Total Aluminum Genus Mean Acute Values (GMAVs) - Freshwater at pH 7 Hardness of 100 mgL and DOC of 1 mgL

IV Construct sensitivity distribution to determine criteria at set conditions

22

Figure 10 Ranked Summary of Total Aluminum Genus Mean Chronic Values (GMCVs) ndash Freshwater Supplemented with Other Data to Fulfill Missing MDRs at pH 7 Hardness of 100 mgL and DOC of 1 mgL

Aluminum Criteria Calculatorbull The relative ranking of genera in the sensitivity

distribution to which the toxicity data are normalized will change based on the set of water chemistry conditions (ie pH hardness and DOC)

bull To make calculating aluminum criteria easier EPA developed an Aluminum Criteria Calculatorndash Automated so that user only needs to enter water chemistry

conditions of interestndash Allows quick calculations for a variety of conditionsndash Limits calculations to the recommended conditions for which

the MLR models were developed were specified for hardness and DOC

bull No extrapolation beyond hardness and DOC empirical data bounds

23

Aluminum Criteria Calculator SD Example

24

pH=7 Hardness=100 DOC=1 pH=6 Hardness=25 DOC=1

Chronic Ranked GMCVRank GMCV Genus

12 17098 Aeolosoma Invert11 gt 9746 Rana Amphib - Other Data10 5908 Chironomus Invert

9 4877 Lymnaea Mollusk8 2555 Brachionus Invert7 2488 Pimephales Fish6 1713 Hyalella Invert5 1182 Ceriodaphnia Invert4 1102 Danio Fish3 1042 Lampsilis Mollusk2 591 Salvelinus Fish1 509 Salmo Fish

FCV = 3940 microgL total aluminum

Chronic Ranked GMCVRank GMCV Genus

12 gt 2131 Rana Amphib - Other Data11 1710 Aeolosoma Invert10 591 Chironomus Invert

9 544 Pimephales Fish8 488 Lymnaea Mollusk7 255 Brachionus Invert6 241 Danio Fish5 171 Hyalella Invert4 129 Salvelinus Fish3 118 Ceriodaphnia Invert2 111 Salmo Fish1 104 Lampsilis Mollusk

FCV = 987 microgL total aluminum

Multiple Scenarios

Run Scenarios

Summary Sheet

Acute Dataset

Chronic Dataset

Multiple Scenarios

Run Scenarios

Summary Sheet

Acute Dataset

Chronic Dataset

Boundaries of the Criteria Outputsbull MLR models were developed using data that

encompassndash DOC range of 008-5 mgLndash Hardness range of 98-127 mgL (as CaCO3)ndash pH range of 6-81

bull MLR criteria outputs are bounded atndash Maximum of 150 mgL total hardness (as CaCO3)

ndash DOC of 50 mgLndash pH range of the model is 50 to 90

25

Aluminum Criteria Look-Up Tables

26

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=05 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 23 a 14 b 69 c 160 f 350 f 620 i 540 b 410 a 230 a

50 43 a 24 b 100 d 170 f 310 f 630 f 670 j 400 a 200 a

75 61 a 33 b 130 e 180 f 290 f 530 f 730 i 390 a 190 a

100 78 a 41 b 150 e 190 f 280 g 460 f 770 c 390 a 180 a

150 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

200 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

250 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

300 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

350 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

400 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

Aluminum Criteria Look-Up Tables

27

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=10 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 33 a 21 b 99 c 220 f 490 f 900 i 780 b 590 a 330 a

50 61 a 35 b 150 e 250 f 440 f 890 f 960 j 580 a 290 a

75 88 a 47 b 180 e 260 f 410 f 740 f 1100 i 570 a 270 a

100 11 a 59 b 210 e 270 f 390 g 650 f 1100 c 560 b 260 a

150 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

200 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

250 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

300 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

350 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

400 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

Aluminum Criteria Look-Up Tables

28

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=25 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 54 a 34 b 160 c 350 f 770 f 1500 i 1300 b 960 a 540 a

50 99 a 57 b 230 e 390 f 690 f 1400 f 1600 j 930 a 470 a

75 14 a 77 b 290 e 410 f 640 f 1200 f 1700 i 920 a 440 a

100 18 a 96 b 330 e 420 f 620 g 1000 f 1800 d 920 b 420 a

150 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

200 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

250 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

300 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

350 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

400 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

Aluminum Criteria Look-Up Tables

29

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=50 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 77 a 49 b 230 c 500 f 1100 f 2100 c 1900 b 1400 a 770 a

50 14 a 82 b 330 e 540 f 970 f 2000 f 2200 j 1300 a 680 a

75 20 a 110 b 410 e 570 f 900 f 1600 f 2500 i 1300 a 640 a

100 26 a 140 b 460 f 590 f 880 g 1400 f 2500 d 1300 b 600 a

150 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

200 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

250 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

300 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

350 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

400 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

Status

30

bull Draft Document Released to the Federal Register on 72817ndash Public comment period of 60 days ndash Due Date for Comments is 92617

bull Revisions will be made considering public commentsbull Subsequent EPA intra-agency review of final criteria

document will then be conducted bull Publication of final criteria document planned for Late Fall

2017

Federal Register Webpagehttpswwwfederalregistergovdocuments201

707282017-15968request-for-scientific-views-draft-updated-aquatic-life-ambient-water-quality-criteria-for-aluminum

Aluminum Criteria Webpagehttpswwwepagovwqc2017-draft-aquatic-life-

criteria-aluminum-freshwater-documents

31

Contact Information

Aluminum Criteria Lead Diana EignorEignorDianaepagov

202-566-1143

Kathryn Gallagher Branch Chiefgallagherkathrynepagov

202-564-1398 32

  • Draft National 304(a) Aluminum Aquatic Life Criteria
  • Slide Number 2
  • Overview
  • Sources of Aluminum
  • Current 1988 Aluminum Criteria
  • Current 1988 Aluminum Criteria
  • Aluminum Standards
  • Criteria Development Process
  • Framework for Updated Draft Aluminum Criteria
  • I Screen toxicological studies for high quality data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Slide Number 14
  • EstuarineMarine Minimum Data Requirements
  • II Evaluate water quality conditions to determine applicability
  • Multiple Bioavailability Modeling Approaches Underwent External Peer Review
  • Accounting for Effects of Water Chemistry on Bioavailability and Toxicity
  • Multiple Linear Regression (MLR) Models to Account for Effects of Water Chemistry
  • III Normalize toxicity data in species sensitivity distribution to a set of water quality conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • Aluminum Criteria Calculator
  • Aluminum Criteria Calculator SD Example
  • Boundaries of the Criteria Outputs
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Status
  • Slide Number 31
  • Contact Information
Appendix C Acceptable Chronic Toxicity Data of Aluminum to Freshwater Aquatic Animals
MLR equation
Species Hardness (mgL as CaCO3) pH DOC(mgL) EC20 Endpoint EC20(microgL) Normalized Conc- EC20(microgL) SMCV-EC20(microgL) GMCV-EC20(microgL) Genus DOC Notes Dilution water
Oligochaete Aeolosoma sp 48 6 025 Reproduction (population size) 1235 1710 1710 1710 Aeolosoma Invert Author reported half the detection limit
Rotifer Brachionus calyciflorus 100 62 025 Reproduction (population size) 431 255 255 255 Brachionus Invert Author reported half the detection limit
Great pond snail Lymnaea stagnalis 117 61 025 Biomass 746 488 488 488 Lymnaea Mollusk Author reported half the detection limit
Fatmucket Lampsilis siliquoidea 1055 604 040 Biomass 169 104 104 104 Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia 50 715 11 Reproduction - youngstarting adult 1780 190 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia 26 73 05 Reproduction - youngfemale 1557 272 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 46 75 05 Reproduction - youngfemale 8087 110 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 96 79 05 Reproduction - youngfemale 6519 80 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 194 81 05 Reproduction - youngfemale 6836 89 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 255 703 05 Reproduction (youngfemale) 250 56 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 713 05 Reproduction (youngfemale) 860 106 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 25 798 05 Reproduction (youngfemale) 700 101 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 61 803 05 Reproduction (youngfemale) 1010 136 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 810 05 Reproduction (youngfemale) 870 116 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 255 633 05 Reproduction (youngfemale) 260 176 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 121 636 05 Reproduction (youngfemale) 390 110 118 118 Ceriodaphnia Invert Author reported
Amphipod Hyalella azteca 95 61 051 Biomass (28 d) 1993 101 Hyalella Author reported
Amphipod Hyalella azteca 106 604 033 Biomass (28 d) 425 289 171 171 Hyalella Invert Author reported
Midge Chironomus riparius 118 558 18 Adult midge emergence 2955 119 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 119 505 18 Adult midge emergence 8442 2258 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 91 66 051 Reproduction ( of eggscase) 3387 766 591 591 Chironomus Invert Author reported
Atlantic salmon Salmo salar 127 57 18 Biomass 6156 1112 1112 1112 Salmo Fish Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Brook trout Salvelinus fontinalis 123 655 19 Biomass 1644 59 Salvelinus Author reported wellRO mix
Brook trout Salvelinus fontinalis 128 565 18 Biomass 1435 283 1293 1293 Salvelinus Fish Author reported wellRO mix
Fathead minnow Pimephales promelas 220 770 16 Biomass 6194 781 Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation well water
Fathead minnow Pimephales promelas 96 620 025 Fry survival 4286 379 544 544 Pimephales Fish Author reported half the detection limit
Zebrafish Danio rerio 83 61 025 Biomass 2344 241 241 241 Danio Fish Author reported half the detection limit
Wood frog Rana sylvatica 115 469 16 MATC-survival gt 2000 gt 2131 gt 2131 2131 gt Rana Amphib - Other Data Value is from 2007 FW Cu AWQC Appendix C recommendation aged tap water
Appendix A Acceptable Acute Toxicity Data of Aluminum to Freshwater Aquatic Animals
Species Methoda Hardness (mgL as CaCO3) pH DOC(mgL) LC50 or EC50 Conc (microgL) Reference Normalized Conc - LC50(microgL) Species Mean Acute Value(microgL) Genus Mean Acute Value(microgL) Genus DOC Note Dilution water
Snail Physa sp S M T 474 659 11 gt 23400 Call 1984 Call et al 1984 gt 4843 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 755 11 30600 Call 1984 Call et al 1984 2699 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 817 11 gt 24700 Call 1984 Call et al 1984 gt 2404 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 746 11 55500 Call 1984 Call et al 1984 5034 3546 3546 Physa Mollusk Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Fatmucket Lampsilis siliquoidea F M T 1060 612 048 gt 6302 Wang et al 2016 Wang et al 2017 gt 2983 gt 2983 2983 gt Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia S M A 500 742 11 1900 McCauley et al 1986 173 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia S M A 505 786 11 1500 McCauley et al 1986 129 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation UW-S Lake Superior lab water
Cladoceran Ceriodaphnia dubia S M A 500 813 11 2560 McCauley et al 1986 243 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia R M T 26 75 05 720 ENSR 1992d 111 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 46 76 05 1880 ENSR 1992d 250 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 96 78 05 2450 ENSR 1992d 289 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 3727 Fort and Stover 1995 500 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 5673 Fort and Stover 1995 761 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 89 76 05 2880 Soucek et al 2001 336 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U T 106 601 05 7112 European Al Association 2009 169 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 605 2 6865 European Al Association 2009 709 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 609 4 15581 European Al Association 2009 1007 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 601 05 681 European Al Association 2009 162 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 603 05 1630 European Al Association 2009 367 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 597 05 1785 European Al Association 2009 473 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 592 05 1410 European Al Association 2009 429 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 699 05 gt 1300 European Al Association 2009 gt 419 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 785 05 gt 5000 European Al Association 2009 gt 796 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 68 2 gt 10000 European Al Association 2009 gt 2076 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 782 2 gt 15000 European Al Association 2009 gt 1163 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 677 4 gt 10000 European Al Association 2009 gt 1516 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 766 4 gt 15000 European Al Association 2009 gt 861 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 79 05 gt 2000 European Al Association 2009 gt 315 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 789 05 gt 2000 European Al Association 2009 gt 316 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 604 05 1108 European Al Association 2009 85 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 598 2 11371 European Al Association 2009 482 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 573 4 80467 European Al Association 2009 4357 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 671 05 gt 10000 European Al Association 2009 gt 2379 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 783 05 gt 5000 European Al Association 2009 gt 634 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 679 2 gt 10000 European Al Association 2009 gt 1039 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 767 2 gt 15000 European Al Association 2009 gt 908 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 668 4 gt 15000 European Al Association 2009 gt 1246 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 762 4 gt 15000 European Al Association 2009 gt 633 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 606 2 33868 European Al Association 2009 792 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 56 4 104842 European Al Association 2009 4880 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 693 05 gt 5000 European Al Association 2009 gt 713 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 788 05 gt 5000 European Al Association 2009 gt 590 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 676 2 gt 15000 European Al Association 2009 gt 1212 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 771 2 gt 15000 European Al Association 2009 gt 810 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 66 4 gt 15000 European Al Association 2009 gt 1014 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 76 4 gt 15000 European Al Association 2009 gt 555 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11971 European Al Association 2010 270 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 27478 European Al Association 2010 619 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11998 European Al Association 2010 270 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 607 05 92495 European Al Association 2010 188 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 609 05 31337 European Al Association 2010 604 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 61 05 33235 European Al Association 2010 624 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 708 05 gt 8864 European Al Association 2010 gt 253 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 779 05 gt 42783 European Al Association 2010 gt 693 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 753 05 13204 European Al Association 2010 24 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 601 05 46326 European Al Association 2010 380 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 599 05 gt 8590 European Al Association 2010 gt 737 509 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia reticulata F M T 451 60 11 304 Shephard 1983 201 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia reticulata F M T 40 55 11 362 Shephard 1983 5531 1054 733 Ceriodaphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake SuperiorDI Mix
Cladoceran Daphnia magna S U NR 453 774 11 3900 Biesinger and Christensen 1972 338 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S M T 220 76 16 38200 Kimball 1978 2030 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Well water
Cladoceran Daphnia magna S U T 451 725 11 2800 Shephard 1983 287 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S U T 168 599 05 5000 European Al Association 2009 gt 227 - Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Daphnia magna S U T 168 792 05 7950 European Al Association 2009 92 333 333 Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Ostracod Stenocypris major R M T 1563 651 16 310196 Shuhaimi-Othman et al 2011a 1022 1022 1022 Stenocypris Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Malaysia)
Amphipod Crangonyx pseudogracilis R U T 50 675 16 9190 Martin and Holdich 1986 1217 1217 1217 Crangonyx Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (UK)
Amphipod Hyalella azteca F M T 105 613 048 gt 5997 Wang et al 2016 Wang et al 2017 gt 2800 gt 2800 2800 gt Hyalella Invert Author reported
Stonefly Acroneuria sp S M T 474 746 11 gt 22600 Call et al 1984 gt 2050 gt 2050 2050 gt Acroneuria Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Midge Chironomus plumosus S U T 80 70 16 30000 Fargasova 2001 2536 2536 2536 Chironomus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Slovakia)
Midge Paratanytarsus dissimilis S M T 1743 728 28 gt 77700 Lamb and Bailey 1981 1983 gt 6232 gt 6232 6232 gt Paratanytarsus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Liberty Lake Washington
Rainbow trout Oncorhynchus mykiss F M T 274 758 05 gt 9840 Gundersen et al 1994 gt 1256 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 452 762 05 gt 8070 Gundersen et al 1994 gt 1140 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 895 758 05 gt 8160 Gundersen et al 1994 gt 1489 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1304 758 05 gt 8200 Gundersen et al 1994 gt 1676 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 232 825 05 6170 Gundersen et al 1994 260 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 350 826 05 6170 Gundersen et al 1994 333 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 836 829 05 7670 Gundersen et al 1994 701 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1158 830 05 6930 Gundersen et al 1994 777 801 801 Oncorhynchus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Atlantic salmon Salmo salar S U T 68 55 05 584 Hamilton and Haines 1995 4602 - Salmo Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Atlantic salmon Salmo salar S U T 68 65 05 599 Hamilton and Haines 1995 531 1564 1564 Salmo Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Brook trout Salvelinus fontinalis S U T 40 56 16 6530 Tandjung 1982 6947 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 18 56 16 3400 Tandjung 1982 6209 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 2 56 16 370 Tandjung 1982 2988 5051 5051 Salvelinus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green sunfish Lepomis cyanellus S M T 474 755 11 gt 50000 Call et al 1984 gt 5255 gt 5255 5255 gt Lepomis Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Rio Grande silvery minnow Hybognathus amarus R M T 140 81 05 gt 59100 Buhl 2002 gt 8620 gt 8620 8620 gt Hybognathus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Fathead minnow Pimephales promelas S M T 474 761 11 gt 48200 Call et al 1984 gt 4707 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas S M T 474 805 11 gt 49800 Call et al 1984 gt 2837 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas R M T 26 78 05 1160 ENSR 1992c 104 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 46 76 05 8180 ENSR 1992c 1191 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 96 81 05 20300 ENSR 1992c 2398 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 194 81 05 44800 ENSR 1992c 7839 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 140 81 05 gt 59100 Buhl 2002 gt 8620 2224 2224 Pimephales Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Smallmouth bass Micropterus dolomieui S M T 1245 505 16 130 Kane and Rabeni 1987 859 859 859 Micropterus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green tree frog Hyla cinerea R M T 455 549 05 gt 4052 Jung and Jagoe 1995 gt 4377 gt 4377 4377 gt Hyla Amphibian Value is from 2007 FW Cu AWQC Appendix C recommendation artificial soft recon
Normalization Chemistry
pH 6 FAV 360
Hardness 25 CMC 180
DOC 1 CCC 99
Acute Ranked GMAV Chronic Ranked GMCV
Rank GMAV Genus Rank GMCV Genus
18 gt 8620 Hybognathus Fish 12 gt 2131 Rana Amphib - Other Data
17 gt 6232 Paratanytarsus Invert 11 1710 Aeolosoma Invert
16 gt 5255 Lepomis Fish 10 591 Chironomus Invert
15 5051 Salvelinus Fish 9 544 Pimephales Fish
14 gt 4377 Hyla Amphibian 8 488 Lymnaea Mollusk
13 3546 Physa Mollusk 7 255 Brachionus Invert
12 gt 2983 Lampsilis Mollusk 6 241 Danio Fish
11 gt 2800 Hyalella Invert 5 171 Hyalella Invert
10 2536 Chironomus Invert 4 129 Salvelinus Fish
9 2224 Pimephales Fish 3 118 Ceriodaphnia Invert
8 gt 2050 Acroneuria Invert 2 111 Salmo Fish
7 1564 Salmo Fish 1 104 Lampsilis Mollusk
6 1217 Crangonyx Invert
5 1022 Stenocypris Invert
4 859 Micropterus Fish
3 801 Oncorhynchus Fish
2 733 Ceriodaphnia Invert
1 333 Daphnia Invert
N Rank Genus GMAV ln(GMAV) ln(GMAV)2 P=R(N+1) sqrt(P) N Rank Genus GMCV ln(GMCV) ln(GMCV)2 P=R(N+1) sqrt(P)
18 4 Micropterus 859 676 4564 0211 0459 12 4 Salvelinus 129 486 2364 0308 0555
3 Oncorhynchus 801 669 4469 0158 0397 3 Ceriodaphnia 118 477 2277 0231 0480
2 Ceriodaphnia 733 660 4352 0105 0324 2 Salmo 111 471 2220 0154 0392
1 Daphnia 333 581 3374 0053 0229 1 Lampsilis 104 465 2159 0077 0277
Sum 2585 1676 0526 141 Sum 1899 902 0769 170
S2 = 1987 S2 = 059
L = 4890 L = 4420
A = 5887 A = 4592
FAV = 360 FCV = 987
CMC = 180
All concentrations reported are microgL total Aluminum
lt-----Click Button after entering data
ENTER DATA HERE ERRORNUM ACUTE CHRONIC
Rank 1 Rank 2 Rank 3 Rank 4 Rank 1 Rank 2 Rank 3 Rank 4
SiteName DOC(mgL) Hardness(mgL as CaCO3) pH FAV CMC CCC Genus GMAV Genus GMAV Genus GMAV Genus GMAV Genus GMCV Genus GMCV Genus GMCV Genus GMCV
Site 1 50 25 9 75428737034162 35229324666008 1800 770 Daphnia 33452 Ceriodaphnia 73576 Stenocypris 102576 Crangonyx 122230 Lampsilis 10463 Ceriodaphnia 11865 Hyalella 17200 Brachionus 25648
Site 2 50 50 9 75428737034162 31204991509063 1600 680 Daphnia 29631 Ceriodaphnia 65171 Stenocypris 90859 Crangonyx 108267 Lampsilis 9268 Ceriodaphnia 10510 Hyalella 15236 Brachionus 22718
Site 3 50 75 9 75428737034162 29067527928199 1500 640 Daphnia 27601 Ceriodaphnia 60707 Stenocypris 84635 Crangonyx 100851 Lampsilis 8633 Ceriodaphnia 9790 Hyalella 14192 Brachionus 21162
Site 4 50 100 9 75428737034162 27640367912592 1400 600 Daphnia 26246 Ceriodaphnia 57726 Stenocypris 80480 Crangonyx 95899 Lampsilis 8209 Ceriodaphnia 9309 Hyalella 13495 Brachionus 20123
Site 5 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 6 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 7 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 8 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 9 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 10 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 11 50 25 85 75428737034162 63245275664384 3200 1400 Daphnia 60055 Ceriodaphnia 132086 Stenocypris 184149 Crangonyx 219432 Lampsilis 18783 Ceriodaphnia 21301 Hyalella 30879 Brachionus 46045
Site 12 50 50 85 75428737034162 61388044609926 3100 1300 Daphnia 58291 Ceriodaphnia 128208 Stenocypris 178742 Crangonyx 212988 Lampsilis 18232 Ceriodaphnia 20676 Hyalella 29972 Brachionus 44693
Site 13 50 75 85 75428737034162 60327020429132 3000 1300 Daphnia 57284 Ceriodaphnia 125992 Stenocypris 175652 Crangonyx 209307 Lampsilis 17917 Ceriodaphnia 20318 Hyalella 29454 Brachionus 43920
Site 14 50 100 85 75428737034162 59585352130146 3000 1300 Daphnia 56580 Ceriodaphnia 124443 Stenocypris 173493 Crangonyx 206734 Lampsilis 17696 Ceriodaphnia 20068 Hyalella 29092 Salmo 41264
Site 15 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 16 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 17 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 18 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 19 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 20 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Appendix C Acceptable Chronic Toxicity Data of Aluminum to Freshwater Aquatic Animals
MLR equation
Species Hardness (mgL as CaCO3) pH DOC(mgL) EC20 Endpoint EC20(microgL) Normalized Conc- EC20(microgL) SMCV-EC20(microgL) GMCV-EC20(microgL) Genus DOC Notes Dilution water
Oligochaete Aeolosoma sp 48 6 025 Reproduction (population size) 1235 17098 17098 17098 Aeolosoma Invert Author reported half the detection limit
Rotifer Brachionus calyciflorus 100 62 025 Reproduction (population size) 431 2555 2555 2555 Brachionus Invert Author reported half the detection limit
Great pond snail Lymnaea stagnalis 117 61 025 Biomass 746 4877 4877 4877 Lymnaea Mollusk Author reported half the detection limit
Fatmucket Lampsilis siliquoidea 1055 604 040 Biomass 169 1042 1042 1042 Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia 50 715 11 Reproduction - youngstarting adult 1780 1898 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia 26 73 05 Reproduction - youngfemale 1557 2718 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 46 75 05 Reproduction - youngfemale 8087 1102 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 96 79 05 Reproduction - youngfemale 6519 796 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 194 81 05 Reproduction - youngfemale 6836 888 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 255 703 05 Reproduction (youngfemale) 250 563 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 713 05 Reproduction (youngfemale) 860 1061 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 25 798 05 Reproduction (youngfemale) 700 1006 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 61 803 05 Reproduction (youngfemale) 1010 1363 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 810 05 Reproduction (youngfemale) 870 1164 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 255 633 05 Reproduction (youngfemale) 260 1758 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 121 636 05 Reproduction (youngfemale) 390 1101 1182 1182 Ceriodaphnia Invert Author reported
Amphipod Hyalella azteca 95 61 051 Biomass (28 d) 1993 1014 Hyalella Author reported
Amphipod Hyalella azteca 106 604 033 Biomass (28 d) 425 2895 1713 1713 Hyalella Invert Author reported
Midge Chironomus riparius 118 558 18 Adult midge emergence 2955 1192 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 119 505 18 Adult midge emergence 8442 22578 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 91 66 051 Reproduction ( of eggscase) 3387 7664 5908 5908 Chironomus Invert Author reported
Atlantic salmon Salmo salar 127 57 18 Biomass 6156 5085 5085 5085 Salmo Fish Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Brook trout Salvelinus fontinalis 123 655 19 Biomass 1644 270 Salvelinus Author reported wellRO mix
Brook trout Salvelinus fontinalis 128 565 18 Biomass 1435 1295 5914 5914 Salvelinus Fish Author reported wellRO mix
Fathead minnow Pimephales promelas 220 770 16 Biomass 6194 3569 Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation well water
Fathead minnow Pimephales promelas 96 620 025 Fry survival 4286 1734 2488 2488 Pimephales Fish Author reported half the detection limit
Zebrafish Danio rerio 83 61 025 Biomass 2344 1102 1102 1102 Danio Fish Author reported half the detection limit
Wood frog Rana sylvatica 115 469 16 MATC-survival gt 2000 gt 9746 gt 9746 9746 gt Rana Amphib - Other Data Value is from 2007 FW Cu AWQC Appendix C recommendation aged tap water
Appendix A Acceptable Acute Toxicity Data of Aluminum to Freshwater Aquatic Animals
Species Methoda Hardness (mgL as CaCO3) pH DOC(mgL) LC50 or EC50 Conc (microgL) Reference Normalized Conc - LC50(microgL) Species Mean Acute Value(microgL) Genus Mean Acute Value(microgL) Genus DOC Note Dilution water
Snail Physa sp S M T 474 659 11 gt 23400 Call 1984 Call et al 1984 gt 48425 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 755 11 30600 Call 1984 Call et al 1984 26986 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 817 11 gt 24700 Call 1984 Call et al 1984 gt 24040 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 746 11 55500 Call 1984 Call et al 1984 50338 35462 35462 Physa Mollusk Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Fatmucket Lampsilis siliquoidea F M T 1060 612 048 gt 6302 Wang et al 2016 Wang et al 2017 gt 29834 gt 29834 29834 gt Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia S M A 500 742 11 1900 McCauley et al 1986 1728 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia S M A 505 786 11 1500 McCauley et al 1986 1294 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation UW-S Lake Superior lab water
Cladoceran Ceriodaphnia dubia S M A 500 813 11 2560 McCauley et al 1986 2431 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia R M T 26 75 05 720 ENSR 1992d 1113 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 46 76 05 1880 ENSR 1992d 2495 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 96 78 05 2450 ENSR 1992d 2894 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 3727 Fort and Stover 1995 5002 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 5673 Fort and Stover 1995 7613 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 89 76 05 2880 Soucek et al 2001 3362 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U T 106 601 05 7112 European Al Association 2009 1691 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 605 2 6865 European Al Association 2009 7088 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 609 4 15581 European Al Association 2009 10072 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 601 05 681 European Al Association 2009 1620 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 603 05 1630 European Al Association 2009 3674 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 597 05 1785 European Al Association 2009 4732 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 592 05 1410 European Al Association 2009 4295 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 699 05 gt 1300 European Al Association 2009 gt 4189 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 785 05 gt 5000 European Al Association 2009 gt 7960 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 68 2 gt 10000 European Al Association 2009 gt 20755 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 782 2 gt 15000 European Al Association 2009 gt 11626 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 677 4 gt 10000 European Al Association 2009 gt 15161 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 766 4 gt 15000 European Al Association 2009 gt 8608 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 79 05 gt 2000 European Al Association 2009 gt 3150 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 789 05 gt 2000 European Al Association 2009 gt 3156 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 604 05 1108 European Al Association 2009 850 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 598 2 11371 European Al Association 2009 4817 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 573 4 80467 European Al Association 2009 43570 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 671 05 gt 10000 European Al Association 2009 gt 23786 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 783 05 gt 5000 European Al Association 2009 gt 6344 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 679 2 gt 10000 European Al Association 2009 gt 10394 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 767 2 gt 15000 European Al Association 2009 gt 9082 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 668 4 gt 15000 European Al Association 2009 gt 12461 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 762 4 gt 15000 European Al Association 2009 gt 6332 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 606 2 33868 European Al Association 2009 7920 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 56 4 104842 European Al Association 2009 48800 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 693 05 gt 5000 European Al Association 2009 gt 7126 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 788 05 gt 5000 European Al Association 2009 gt 5898 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 676 2 gt 15000 European Al Association 2009 gt 12117 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 771 2 gt 15000 European Al Association 2009 gt 8096 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 66 4 gt 15000 European Al Association 2009 gt 10139 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 76 4 gt 15000 European Al Association 2009 gt 5545 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11971 European Al Association 2010 2699 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 27478 European Al Association 2010 6194 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11998 European Al Association 2010 2705 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 607 05 92495 European Al Association 2010 1876 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 609 05 31337 European Al Association 2010 6035 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 61 05 33235 European Al Association 2010 6238 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 708 05 gt 8864 European Al Association 2010 gt 2534 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 779 05 gt 42783 European Al Association 2010 gt 6930 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 753 05 13204 European Al Association 2010 244 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 601 05 46326 European Al Association 2010 3798 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 599 05 gt 8590 European Al Association 2010 gt 7366 5094 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia reticulata F M T 451 60 11 304 Shephard 1983 2009 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia reticulata F M T 40 55 11 362 Shephard 1983 55307 10542 7328 Ceriodaphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake SuperiorDI Mix
Cladoceran Daphnia magna S U NR 453 774 11 3900 Biesinger and Christensen 1972 3382 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S M T 220 76 16 38200 Kimball 1978 20303 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Well water
Cladoceran Daphnia magna S U T 451 725 11 2800 Shephard 1983 2868 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S U T 168 599 05 5000 European Al Association 2009 gt 2265 - Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Daphnia magna S U T 168 792 05 7950 European Al Association 2009 920 3332 3332 Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Ostracod Stenocypris major R M T 1563 651 16 310196 Shuhaimi-Othman et al 2011a 10216 10216 10216 Stenocypris Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Malaysia)
Amphipod Crangonyx pseudogracilis R U T 50 675 16 9190 Martin and Holdich 1986 12174 12174 12174 Crangonyx Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (UK)
Amphipod Hyalella azteca F M T 105 613 048 gt 5997 Wang et al 2016 Wang et al 2017 gt 28002 gt 28002 28002 gt Hyalella Invert Author reported
Stonefly Acroneuria sp S M T 474 746 11 gt 22600 Call et al 1984 gt 20498 gt 20498 20498 gt Acroneuria Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Midge Chironomus plumosus S U T 80 70 16 30000 Fargasova 2001 25361 25361 25361 Chironomus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Slovakia)
Midge Paratanytarsus dissimilis S M T 1743 728 28 gt 77700 Lamb and Bailey 1981 1983 gt 62318 gt 62318 62318 gt Paratanytarsus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Liberty Lake Washington
Rainbow trout Oncorhynchus mykiss F M T 274 758 05 gt 9840 Gundersen et al 1994 gt 5745 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 452 762 05 gt 8070 Gundersen et al 1994 gt 5212 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 895 758 05 gt 8160 Gundersen et al 1994 gt 6807 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1304 758 05 gt 8200 Gundersen et al 1994 gt 7662 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 232 825 05 6170 Gundersen et al 1994 1190 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 350 826 05 6170 Gundersen et al 1994 1523 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 836 829 05 7670 Gundersen et al 1994 3205 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1158 830 05 6930 Gundersen et al 1994 3554 3661 3661 Oncorhynchus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Atlantic salmon Salmo salar S U T 68 55 05 584 Hamilton and Haines 1995 21042 - Salmo Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Atlantic salmon Salmo salar S U T 68 65 05 599 Hamilton and Haines 1995 2430 7151 7151 Salmo Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Brook trout Salvelinus fontinalis S U T 40 56 16 6530 Tandjung 1982 31767 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 18 56 16 3400 Tandjung 1982 28391 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 2 56 16 370 Tandjung 1982 13663 23097 23097 Salvelinus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green sunfish Lepomis cyanellus S M T 474 755 11 gt 50000 Call et al 1984 gt 24028 gt 24028 24028 gt Lepomis Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Rio Grande silvery minnow Hybognathus amarus R M T 140 81 05 gt 59100 Buhl 2002 gt 39414 gt 39414 39414 gt Hybognathus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Fathead minnow Pimephales promelas S M T 474 761 11 gt 48200 Call et al 1984 gt 21522 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas S M T 474 805 11 gt 49800 Call et al 1984 gt 12972 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas R M T 26 78 05 1160 ENSR 1992c 477 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 46 76 05 8180 ENSR 1992c 5446 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 96 81 05 20300 ENSR 1992c 10966 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 194 81 05 44800 ENSR 1992c 35847 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 140 81 05 gt 59100 Buhl 2002 gt 39414 10168 10168 Pimephales Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Smallmouth bass Micropterus dolomieui S M T 1245 505 16 130 Kane and Rabeni 1987 3929 3929 3929 Micropterus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green tree frog Hyla cinerea R M T 455 549 05 gt 4052 Jung and Jagoe 1995 gt 20016 gt 20016 20016 gt Hyla Amphibian Value is from 2007 FW Cu AWQC Appendix C recommendation artificial soft recon
Normalization Chemistry
pH 7 FAV 2741
Hardness 100 CMC 1400
DOC 1 CCC 390
Acute Ranked GMAV Chronic Ranked GMCV
Rank GMAV Genus Rank GMCV Genus
18 gt 62318 Paratanytarsus Invert 12 17098 Aeolosoma Invert
17 gt 39414 Hybognathus Fish 11 gt 9746 Rana Amphib - Other Data
16 35462 Physa Mollusk 10 5908 Chironomus Invert
15 gt 29834 Lampsilis Mollusk 9 4877 Lymnaea Mollusk
14 gt 28002 Hyalella Invert 8 2555 Brachionus Invert
13 25361 Chironomus Invert 7 2488 Pimephales Fish
12 gt 24028 Lepomis Fish 6 1713 Hyalella Invert
11 23097 Salvelinus Fish 5 1182 Ceriodaphnia Invert
10 gt 20498 Acroneuria Invert 4 1102 Danio Fish
9 gt 20016 Hyla Amphibian 3 1042 Lampsilis Mollusk
8 12174 Crangonyx Invert 2 591 Salvelinus Fish
7 10216 Stenocypris Invert 1 509 Salmo Fish
6 10168 Pimephales Fish
5 7328 Ceriodaphnia Invert
4 7151 Salmo Fish
3 3929 Micropterus Fish
2 3661 Oncorhynchus Fish
1 3332 Daphnia Invert
N Rank Genus GMAV ln(GMAV) ln(GMAV)2 P=R(N+1) sqrt(P) N Rank Genus GMCV ln(GMCV) ln(GMCV)2 P=R(N+1) sqrt(P)
18 4 Salmo 7151 887 7876 0211 0459 12 4 Danio 1102 700 4907 0308 0555
3 Micropterus 3929 828 6849 0158 0397 3 Lampsilis 1042 695 4829 0231 0480
2 Oncorhynchus 3661 821 6733 0105 0324 2 Salvelinus 591 638 4074 0154 0392
1 Daphnia 3332 811 6579 0053 0229 1 Salmo 509 623 3883 0077 0277
Sum 3347 2804 0526 141 Sum 2657 1769 0769 170
S2 = 1223 S2 = 1080
L = 7134 L = 5242
A = 7916 A = 5976
FAV = 2741 FCV = 3940
CMC = 1371
All concentrations reported are microgL total Aluminum
lt-----Click Button after entering data
ENTER DATA HERE ERRORNUM ACUTE CHRONIC
Rank 1 Rank 2 Rank 3 Rank 4 Rank 1 Rank 2 Rank 3 Rank 4
SiteName DOC(mgL) Hardness(mgL as CaCO3) pH FAV CMC CCC Genus GMAV Genus GMAV Genus GMAV Genus GMAV Genus GMCV Genus GMCV Genus GMCV Genus GMCV
Site 1 50 25 9 75428737034162 35229324666008 1800 770 Daphnia 33452 Ceriodaphnia 73576 Stenocypris 102576 Crangonyx 122230 Lampsilis 10463 Ceriodaphnia 11865 Hyalella 17200 Brachionus 25648
Site 2 50 50 9 75428737034162 31204991509063 1600 680 Daphnia 29631 Ceriodaphnia 65171 Stenocypris 90859 Crangonyx 108267 Lampsilis 9268 Ceriodaphnia 10510 Hyalella 15236 Brachionus 22718
Site 3 50 75 9 75428737034162 29067527928199 1500 640 Daphnia 27601 Ceriodaphnia 60707 Stenocypris 84635 Crangonyx 100851 Lampsilis 8633 Ceriodaphnia 9790 Hyalella 14192 Brachionus 21162
Site 4 50 100 9 75428737034162 27640367912592 1400 600 Daphnia 26246 Ceriodaphnia 57726 Stenocypris 80480 Crangonyx 95899 Lampsilis 8209 Ceriodaphnia 9309 Hyalella 13495 Brachionus 20123
Site 5 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 6 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 7 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 8 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 9 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 10 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 11 50 25 85 75428737034162 63245275664384 3200 1400 Daphnia 60055 Ceriodaphnia 132086 Stenocypris 184149 Crangonyx 219432 Lampsilis 18783 Ceriodaphnia 21301 Hyalella 30879 Brachionus 46045
Site 12 50 50 85 75428737034162 61388044609926 3100 1300 Daphnia 58291 Ceriodaphnia 128208 Stenocypris 178742 Crangonyx 212988 Lampsilis 18232 Ceriodaphnia 20676 Hyalella 29972 Brachionus 44693
Site 13 50 75 85 75428737034162 60327020429132 3000 1300 Daphnia 57284 Ceriodaphnia 125992 Stenocypris 175652 Crangonyx 209307 Lampsilis 17917 Ceriodaphnia 20318 Hyalella 29454 Brachionus 43920
Site 14 50 100 85 75428737034162 59585352130146 3000 1300 Daphnia 56580 Ceriodaphnia 124443 Stenocypris 173493 Crangonyx 206734 Lampsilis 17696 Ceriodaphnia 20068 Hyalella 29092 Salmo 41264
Site 15 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 16 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 17 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 18 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 19 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 20 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Page 16: Draft National 304(a) Aluminum Aquatic Life Criteria … · Draft National 304(a) Aluminum Aquatic Life Criteria ... [0.503×ln ... [0.494𝑝𝑝𝐻𝐻× ℎ𝑎𝑎:ln

II Evaluate water quality conditions to determine applicability

bull Criteria are often based on one or more water quality conditions (eg hardness) that affect toxicity of the material to test organisms

bull Aluminum toxicity is highly dependent on the pH of the test waterndash The pH of test waters affects the amount and form

of aluminum that is bioavailable to test speciesndash Hardness and DOC (Dissolved Organic Carbon)

also influence the amount of aluminum that is bioavailable

16

Multiple Bioavailability Modeling Approaches Underwent External Peer Review

17

bull Biotic Ligand Modelsbull Full aluminum BLM (2016 model version) ndash Temperature pH

Dissolved organic carbon (DOC) Major cations (calcium [Ca] magnesium [Mg] sodium [Na] and potassium [K]) Major anions (sulfate [SO4] and chloride [Cl]) Alkalinity and Sulfide

bull Simplified aluminum BLM - pH hardness DOC temperature

bull Multilinear Regression Equationsbull pH and Hardness

Accounting for Effects of Water Chemistry on Bioavailability and Toxicity

bull Water quality criteria can be modified quantitatively when enough data are available to demonstrate that those conditions similarly affect the results with a variety of speciesndash High quality data in the draft aluminum document demonstrated

that pH DOC and hardness affected a variety of species in a similar way when exposed to aluminum concentrations

bull Recent publications by Cardwell et al (2017) and Gensemer et al (2017) summarized short-term aluminum chronic toxicity data across a range of DOC pH and hardness values for three species

18

Multiple Linear Regression (MLR) Models to Account for Effects of Water Chemistry

bull MLR models were developed for each species (DeForest et al 2017)ndash 119862119862 119889119889119906119906119887119887119894119894119886119886 11986411986411986211986220=119890119890[minus41026+[0525timesln(119863119863119874119874119862119862)]+[2201timesln(ℎ119886119886119903119903119889119889)]+(11282times119901119901119867119867)minus(0633times1199011199011198671198672)minus[0264times119901119901119867119867ln(ℎ119886119886119903119903119889119889)]]

ndash 119875119875 119901119901119903119903119900119900119898119898119890119890119897119897119886119886119904119904 11986411986411986211986220=119890119890[minus14029+[0503timesln(119863119863119874119874119862119862)]+[3443timesln(ℎ119886119886119903119903119889119889)]+(3131times119901119901119867119867)minus[0494times119901119901119867119867ln(ℎ119886119886119903119903119889119889)]]

bull These models were applied to both the acute and chronic aluminum toxicity datandash The C dubia model was applied to invertebrate datandash The P promelas model was applied to vertebrate data

19

III Normalize toxicity data in species sensitivity distribution to a set of water

quality conditionsbull Just like single parameter hardness models the MLR

models were used to normalize the aluminum toxicity data to a single set of water quality conditionsndash As an illustration for one set of calculations the draft

aluminum AWQC set these conditions to pH 7 hardness of 100 mgL and DOC of 1 mgL

bull This allows for comparisons to be made between species based on their sensitivity to aluminumndash Apples to apples

20

IV Construct sensitivity distribution to determine criteria at set conditions

21

Figure 8 Ranked Summary of Total Aluminum Genus Mean Acute Values (GMAVs) - Freshwater at pH 7 Hardness of 100 mgL and DOC of 1 mgL

IV Construct sensitivity distribution to determine criteria at set conditions

22

Figure 10 Ranked Summary of Total Aluminum Genus Mean Chronic Values (GMCVs) ndash Freshwater Supplemented with Other Data to Fulfill Missing MDRs at pH 7 Hardness of 100 mgL and DOC of 1 mgL

Aluminum Criteria Calculatorbull The relative ranking of genera in the sensitivity

distribution to which the toxicity data are normalized will change based on the set of water chemistry conditions (ie pH hardness and DOC)

bull To make calculating aluminum criteria easier EPA developed an Aluminum Criteria Calculatorndash Automated so that user only needs to enter water chemistry

conditions of interestndash Allows quick calculations for a variety of conditionsndash Limits calculations to the recommended conditions for which

the MLR models were developed were specified for hardness and DOC

bull No extrapolation beyond hardness and DOC empirical data bounds

23

Aluminum Criteria Calculator SD Example

24

pH=7 Hardness=100 DOC=1 pH=6 Hardness=25 DOC=1

Chronic Ranked GMCVRank GMCV Genus

12 17098 Aeolosoma Invert11 gt 9746 Rana Amphib - Other Data10 5908 Chironomus Invert

9 4877 Lymnaea Mollusk8 2555 Brachionus Invert7 2488 Pimephales Fish6 1713 Hyalella Invert5 1182 Ceriodaphnia Invert4 1102 Danio Fish3 1042 Lampsilis Mollusk2 591 Salvelinus Fish1 509 Salmo Fish

FCV = 3940 microgL total aluminum

Chronic Ranked GMCVRank GMCV Genus

12 gt 2131 Rana Amphib - Other Data11 1710 Aeolosoma Invert10 591 Chironomus Invert

9 544 Pimephales Fish8 488 Lymnaea Mollusk7 255 Brachionus Invert6 241 Danio Fish5 171 Hyalella Invert4 129 Salvelinus Fish3 118 Ceriodaphnia Invert2 111 Salmo Fish1 104 Lampsilis Mollusk

FCV = 987 microgL total aluminum

Multiple Scenarios

Run Scenarios

Summary Sheet

Acute Dataset

Chronic Dataset

Multiple Scenarios

Run Scenarios

Summary Sheet

Acute Dataset

Chronic Dataset

Boundaries of the Criteria Outputsbull MLR models were developed using data that

encompassndash DOC range of 008-5 mgLndash Hardness range of 98-127 mgL (as CaCO3)ndash pH range of 6-81

bull MLR criteria outputs are bounded atndash Maximum of 150 mgL total hardness (as CaCO3)

ndash DOC of 50 mgLndash pH range of the model is 50 to 90

25

Aluminum Criteria Look-Up Tables

26

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=05 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 23 a 14 b 69 c 160 f 350 f 620 i 540 b 410 a 230 a

50 43 a 24 b 100 d 170 f 310 f 630 f 670 j 400 a 200 a

75 61 a 33 b 130 e 180 f 290 f 530 f 730 i 390 a 190 a

100 78 a 41 b 150 e 190 f 280 g 460 f 770 c 390 a 180 a

150 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

200 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

250 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

300 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

350 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

400 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

Aluminum Criteria Look-Up Tables

27

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=10 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 33 a 21 b 99 c 220 f 490 f 900 i 780 b 590 a 330 a

50 61 a 35 b 150 e 250 f 440 f 890 f 960 j 580 a 290 a

75 88 a 47 b 180 e 260 f 410 f 740 f 1100 i 570 a 270 a

100 11 a 59 b 210 e 270 f 390 g 650 f 1100 c 560 b 260 a

150 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

200 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

250 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

300 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

350 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

400 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

Aluminum Criteria Look-Up Tables

28

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=25 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 54 a 34 b 160 c 350 f 770 f 1500 i 1300 b 960 a 540 a

50 99 a 57 b 230 e 390 f 690 f 1400 f 1600 j 930 a 470 a

75 14 a 77 b 290 e 410 f 640 f 1200 f 1700 i 920 a 440 a

100 18 a 96 b 330 e 420 f 620 g 1000 f 1800 d 920 b 420 a

150 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

200 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

250 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

300 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

350 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

400 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

Aluminum Criteria Look-Up Tables

29

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=50 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 77 a 49 b 230 c 500 f 1100 f 2100 c 1900 b 1400 a 770 a

50 14 a 82 b 330 e 540 f 970 f 2000 f 2200 j 1300 a 680 a

75 20 a 110 b 410 e 570 f 900 f 1600 f 2500 i 1300 a 640 a

100 26 a 140 b 460 f 590 f 880 g 1400 f 2500 d 1300 b 600 a

150 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

200 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

250 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

300 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

350 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

400 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

Status

30

bull Draft Document Released to the Federal Register on 72817ndash Public comment period of 60 days ndash Due Date for Comments is 92617

bull Revisions will be made considering public commentsbull Subsequent EPA intra-agency review of final criteria

document will then be conducted bull Publication of final criteria document planned for Late Fall

2017

Federal Register Webpagehttpswwwfederalregistergovdocuments201

707282017-15968request-for-scientific-views-draft-updated-aquatic-life-ambient-water-quality-criteria-for-aluminum

Aluminum Criteria Webpagehttpswwwepagovwqc2017-draft-aquatic-life-

criteria-aluminum-freshwater-documents

31

Contact Information

Aluminum Criteria Lead Diana EignorEignorDianaepagov

202-566-1143

Kathryn Gallagher Branch Chiefgallagherkathrynepagov

202-564-1398 32

  • Draft National 304(a) Aluminum Aquatic Life Criteria
  • Slide Number 2
  • Overview
  • Sources of Aluminum
  • Current 1988 Aluminum Criteria
  • Current 1988 Aluminum Criteria
  • Aluminum Standards
  • Criteria Development Process
  • Framework for Updated Draft Aluminum Criteria
  • I Screen toxicological studies for high quality data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
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  • Slide Number 14
  • EstuarineMarine Minimum Data Requirements
  • II Evaluate water quality conditions to determine applicability
  • Multiple Bioavailability Modeling Approaches Underwent External Peer Review
  • Accounting for Effects of Water Chemistry on Bioavailability and Toxicity
  • Multiple Linear Regression (MLR) Models to Account for Effects of Water Chemistry
  • III Normalize toxicity data in species sensitivity distribution to a set of water quality conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • Aluminum Criteria Calculator
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  • Status
  • Slide Number 31
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Appendix C Acceptable Chronic Toxicity Data of Aluminum to Freshwater Aquatic Animals
MLR equation
Species Hardness (mgL as CaCO3) pH DOC(mgL) EC20 Endpoint EC20(microgL) Normalized Conc- EC20(microgL) SMCV-EC20(microgL) GMCV-EC20(microgL) Genus DOC Notes Dilution water
Oligochaete Aeolosoma sp 48 6 025 Reproduction (population size) 1235 1710 1710 1710 Aeolosoma Invert Author reported half the detection limit
Rotifer Brachionus calyciflorus 100 62 025 Reproduction (population size) 431 255 255 255 Brachionus Invert Author reported half the detection limit
Great pond snail Lymnaea stagnalis 117 61 025 Biomass 746 488 488 488 Lymnaea Mollusk Author reported half the detection limit
Fatmucket Lampsilis siliquoidea 1055 604 040 Biomass 169 104 104 104 Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia 50 715 11 Reproduction - youngstarting adult 1780 190 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia 26 73 05 Reproduction - youngfemale 1557 272 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 46 75 05 Reproduction - youngfemale 8087 110 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 96 79 05 Reproduction - youngfemale 6519 80 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 194 81 05 Reproduction - youngfemale 6836 89 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 255 703 05 Reproduction (youngfemale) 250 56 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 713 05 Reproduction (youngfemale) 860 106 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 25 798 05 Reproduction (youngfemale) 700 101 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 61 803 05 Reproduction (youngfemale) 1010 136 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 810 05 Reproduction (youngfemale) 870 116 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 255 633 05 Reproduction (youngfemale) 260 176 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 121 636 05 Reproduction (youngfemale) 390 110 118 118 Ceriodaphnia Invert Author reported
Amphipod Hyalella azteca 95 61 051 Biomass (28 d) 1993 101 Hyalella Author reported
Amphipod Hyalella azteca 106 604 033 Biomass (28 d) 425 289 171 171 Hyalella Invert Author reported
Midge Chironomus riparius 118 558 18 Adult midge emergence 2955 119 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 119 505 18 Adult midge emergence 8442 2258 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 91 66 051 Reproduction ( of eggscase) 3387 766 591 591 Chironomus Invert Author reported
Atlantic salmon Salmo salar 127 57 18 Biomass 6156 1112 1112 1112 Salmo Fish Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Brook trout Salvelinus fontinalis 123 655 19 Biomass 1644 59 Salvelinus Author reported wellRO mix
Brook trout Salvelinus fontinalis 128 565 18 Biomass 1435 283 1293 1293 Salvelinus Fish Author reported wellRO mix
Fathead minnow Pimephales promelas 220 770 16 Biomass 6194 781 Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation well water
Fathead minnow Pimephales promelas 96 620 025 Fry survival 4286 379 544 544 Pimephales Fish Author reported half the detection limit
Zebrafish Danio rerio 83 61 025 Biomass 2344 241 241 241 Danio Fish Author reported half the detection limit
Wood frog Rana sylvatica 115 469 16 MATC-survival gt 2000 gt 2131 gt 2131 2131 gt Rana Amphib - Other Data Value is from 2007 FW Cu AWQC Appendix C recommendation aged tap water
Appendix A Acceptable Acute Toxicity Data of Aluminum to Freshwater Aquatic Animals
Species Methoda Hardness (mgL as CaCO3) pH DOC(mgL) LC50 or EC50 Conc (microgL) Reference Normalized Conc - LC50(microgL) Species Mean Acute Value(microgL) Genus Mean Acute Value(microgL) Genus DOC Note Dilution water
Snail Physa sp S M T 474 659 11 gt 23400 Call 1984 Call et al 1984 gt 4843 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 755 11 30600 Call 1984 Call et al 1984 2699 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 817 11 gt 24700 Call 1984 Call et al 1984 gt 2404 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 746 11 55500 Call 1984 Call et al 1984 5034 3546 3546 Physa Mollusk Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Fatmucket Lampsilis siliquoidea F M T 1060 612 048 gt 6302 Wang et al 2016 Wang et al 2017 gt 2983 gt 2983 2983 gt Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia S M A 500 742 11 1900 McCauley et al 1986 173 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia S M A 505 786 11 1500 McCauley et al 1986 129 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation UW-S Lake Superior lab water
Cladoceran Ceriodaphnia dubia S M A 500 813 11 2560 McCauley et al 1986 243 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia R M T 26 75 05 720 ENSR 1992d 111 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 46 76 05 1880 ENSR 1992d 250 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 96 78 05 2450 ENSR 1992d 289 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 3727 Fort and Stover 1995 500 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 5673 Fort and Stover 1995 761 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 89 76 05 2880 Soucek et al 2001 336 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U T 106 601 05 7112 European Al Association 2009 169 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 605 2 6865 European Al Association 2009 709 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 609 4 15581 European Al Association 2009 1007 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 601 05 681 European Al Association 2009 162 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 603 05 1630 European Al Association 2009 367 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 597 05 1785 European Al Association 2009 473 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 592 05 1410 European Al Association 2009 429 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 699 05 gt 1300 European Al Association 2009 gt 419 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 785 05 gt 5000 European Al Association 2009 gt 796 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 68 2 gt 10000 European Al Association 2009 gt 2076 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 782 2 gt 15000 European Al Association 2009 gt 1163 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 677 4 gt 10000 European Al Association 2009 gt 1516 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 766 4 gt 15000 European Al Association 2009 gt 861 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 79 05 gt 2000 European Al Association 2009 gt 315 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 789 05 gt 2000 European Al Association 2009 gt 316 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 604 05 1108 European Al Association 2009 85 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 598 2 11371 European Al Association 2009 482 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 573 4 80467 European Al Association 2009 4357 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 671 05 gt 10000 European Al Association 2009 gt 2379 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 783 05 gt 5000 European Al Association 2009 gt 634 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 679 2 gt 10000 European Al Association 2009 gt 1039 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 767 2 gt 15000 European Al Association 2009 gt 908 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 668 4 gt 15000 European Al Association 2009 gt 1246 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 762 4 gt 15000 European Al Association 2009 gt 633 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 606 2 33868 European Al Association 2009 792 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 56 4 104842 European Al Association 2009 4880 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 693 05 gt 5000 European Al Association 2009 gt 713 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 788 05 gt 5000 European Al Association 2009 gt 590 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 676 2 gt 15000 European Al Association 2009 gt 1212 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 771 2 gt 15000 European Al Association 2009 gt 810 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 66 4 gt 15000 European Al Association 2009 gt 1014 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 76 4 gt 15000 European Al Association 2009 gt 555 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11971 European Al Association 2010 270 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 27478 European Al Association 2010 619 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11998 European Al Association 2010 270 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 607 05 92495 European Al Association 2010 188 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 609 05 31337 European Al Association 2010 604 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 61 05 33235 European Al Association 2010 624 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 708 05 gt 8864 European Al Association 2010 gt 253 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 779 05 gt 42783 European Al Association 2010 gt 693 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 753 05 13204 European Al Association 2010 24 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 601 05 46326 European Al Association 2010 380 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 599 05 gt 8590 European Al Association 2010 gt 737 509 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia reticulata F M T 451 60 11 304 Shephard 1983 201 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia reticulata F M T 40 55 11 362 Shephard 1983 5531 1054 733 Ceriodaphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake SuperiorDI Mix
Cladoceran Daphnia magna S U NR 453 774 11 3900 Biesinger and Christensen 1972 338 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S M T 220 76 16 38200 Kimball 1978 2030 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Well water
Cladoceran Daphnia magna S U T 451 725 11 2800 Shephard 1983 287 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S U T 168 599 05 5000 European Al Association 2009 gt 227 - Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Daphnia magna S U T 168 792 05 7950 European Al Association 2009 92 333 333 Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Ostracod Stenocypris major R M T 1563 651 16 310196 Shuhaimi-Othman et al 2011a 1022 1022 1022 Stenocypris Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Malaysia)
Amphipod Crangonyx pseudogracilis R U T 50 675 16 9190 Martin and Holdich 1986 1217 1217 1217 Crangonyx Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (UK)
Amphipod Hyalella azteca F M T 105 613 048 gt 5997 Wang et al 2016 Wang et al 2017 gt 2800 gt 2800 2800 gt Hyalella Invert Author reported
Stonefly Acroneuria sp S M T 474 746 11 gt 22600 Call et al 1984 gt 2050 gt 2050 2050 gt Acroneuria Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Midge Chironomus plumosus S U T 80 70 16 30000 Fargasova 2001 2536 2536 2536 Chironomus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Slovakia)
Midge Paratanytarsus dissimilis S M T 1743 728 28 gt 77700 Lamb and Bailey 1981 1983 gt 6232 gt 6232 6232 gt Paratanytarsus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Liberty Lake Washington
Rainbow trout Oncorhynchus mykiss F M T 274 758 05 gt 9840 Gundersen et al 1994 gt 1256 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 452 762 05 gt 8070 Gundersen et al 1994 gt 1140 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 895 758 05 gt 8160 Gundersen et al 1994 gt 1489 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1304 758 05 gt 8200 Gundersen et al 1994 gt 1676 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 232 825 05 6170 Gundersen et al 1994 260 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 350 826 05 6170 Gundersen et al 1994 333 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 836 829 05 7670 Gundersen et al 1994 701 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1158 830 05 6930 Gundersen et al 1994 777 801 801 Oncorhynchus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Atlantic salmon Salmo salar S U T 68 55 05 584 Hamilton and Haines 1995 4602 - Salmo Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Atlantic salmon Salmo salar S U T 68 65 05 599 Hamilton and Haines 1995 531 1564 1564 Salmo Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Brook trout Salvelinus fontinalis S U T 40 56 16 6530 Tandjung 1982 6947 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 18 56 16 3400 Tandjung 1982 6209 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 2 56 16 370 Tandjung 1982 2988 5051 5051 Salvelinus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green sunfish Lepomis cyanellus S M T 474 755 11 gt 50000 Call et al 1984 gt 5255 gt 5255 5255 gt Lepomis Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Rio Grande silvery minnow Hybognathus amarus R M T 140 81 05 gt 59100 Buhl 2002 gt 8620 gt 8620 8620 gt Hybognathus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Fathead minnow Pimephales promelas S M T 474 761 11 gt 48200 Call et al 1984 gt 4707 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas S M T 474 805 11 gt 49800 Call et al 1984 gt 2837 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas R M T 26 78 05 1160 ENSR 1992c 104 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 46 76 05 8180 ENSR 1992c 1191 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 96 81 05 20300 ENSR 1992c 2398 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 194 81 05 44800 ENSR 1992c 7839 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 140 81 05 gt 59100 Buhl 2002 gt 8620 2224 2224 Pimephales Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Smallmouth bass Micropterus dolomieui S M T 1245 505 16 130 Kane and Rabeni 1987 859 859 859 Micropterus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green tree frog Hyla cinerea R M T 455 549 05 gt 4052 Jung and Jagoe 1995 gt 4377 gt 4377 4377 gt Hyla Amphibian Value is from 2007 FW Cu AWQC Appendix C recommendation artificial soft recon
Normalization Chemistry
pH 6 FAV 360
Hardness 25 CMC 180
DOC 1 CCC 99
Acute Ranked GMAV Chronic Ranked GMCV
Rank GMAV Genus Rank GMCV Genus
18 gt 8620 Hybognathus Fish 12 gt 2131 Rana Amphib - Other Data
17 gt 6232 Paratanytarsus Invert 11 1710 Aeolosoma Invert
16 gt 5255 Lepomis Fish 10 591 Chironomus Invert
15 5051 Salvelinus Fish 9 544 Pimephales Fish
14 gt 4377 Hyla Amphibian 8 488 Lymnaea Mollusk
13 3546 Physa Mollusk 7 255 Brachionus Invert
12 gt 2983 Lampsilis Mollusk 6 241 Danio Fish
11 gt 2800 Hyalella Invert 5 171 Hyalella Invert
10 2536 Chironomus Invert 4 129 Salvelinus Fish
9 2224 Pimephales Fish 3 118 Ceriodaphnia Invert
8 gt 2050 Acroneuria Invert 2 111 Salmo Fish
7 1564 Salmo Fish 1 104 Lampsilis Mollusk
6 1217 Crangonyx Invert
5 1022 Stenocypris Invert
4 859 Micropterus Fish
3 801 Oncorhynchus Fish
2 733 Ceriodaphnia Invert
1 333 Daphnia Invert
N Rank Genus GMAV ln(GMAV) ln(GMAV)2 P=R(N+1) sqrt(P) N Rank Genus GMCV ln(GMCV) ln(GMCV)2 P=R(N+1) sqrt(P)
18 4 Micropterus 859 676 4564 0211 0459 12 4 Salvelinus 129 486 2364 0308 0555
3 Oncorhynchus 801 669 4469 0158 0397 3 Ceriodaphnia 118 477 2277 0231 0480
2 Ceriodaphnia 733 660 4352 0105 0324 2 Salmo 111 471 2220 0154 0392
1 Daphnia 333 581 3374 0053 0229 1 Lampsilis 104 465 2159 0077 0277
Sum 2585 1676 0526 141 Sum 1899 902 0769 170
S2 = 1987 S2 = 059
L = 4890 L = 4420
A = 5887 A = 4592
FAV = 360 FCV = 987
CMC = 180
All concentrations reported are microgL total Aluminum
lt-----Click Button after entering data
ENTER DATA HERE ERRORNUM ACUTE CHRONIC
Rank 1 Rank 2 Rank 3 Rank 4 Rank 1 Rank 2 Rank 3 Rank 4
SiteName DOC(mgL) Hardness(mgL as CaCO3) pH FAV CMC CCC Genus GMAV Genus GMAV Genus GMAV Genus GMAV Genus GMCV Genus GMCV Genus GMCV Genus GMCV
Site 1 50 25 9 75428737034162 35229324666008 1800 770 Daphnia 33452 Ceriodaphnia 73576 Stenocypris 102576 Crangonyx 122230 Lampsilis 10463 Ceriodaphnia 11865 Hyalella 17200 Brachionus 25648
Site 2 50 50 9 75428737034162 31204991509063 1600 680 Daphnia 29631 Ceriodaphnia 65171 Stenocypris 90859 Crangonyx 108267 Lampsilis 9268 Ceriodaphnia 10510 Hyalella 15236 Brachionus 22718
Site 3 50 75 9 75428737034162 29067527928199 1500 640 Daphnia 27601 Ceriodaphnia 60707 Stenocypris 84635 Crangonyx 100851 Lampsilis 8633 Ceriodaphnia 9790 Hyalella 14192 Brachionus 21162
Site 4 50 100 9 75428737034162 27640367912592 1400 600 Daphnia 26246 Ceriodaphnia 57726 Stenocypris 80480 Crangonyx 95899 Lampsilis 8209 Ceriodaphnia 9309 Hyalella 13495 Brachionus 20123
Site 5 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 6 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 7 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 8 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 9 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 10 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 11 50 25 85 75428737034162 63245275664384 3200 1400 Daphnia 60055 Ceriodaphnia 132086 Stenocypris 184149 Crangonyx 219432 Lampsilis 18783 Ceriodaphnia 21301 Hyalella 30879 Brachionus 46045
Site 12 50 50 85 75428737034162 61388044609926 3100 1300 Daphnia 58291 Ceriodaphnia 128208 Stenocypris 178742 Crangonyx 212988 Lampsilis 18232 Ceriodaphnia 20676 Hyalella 29972 Brachionus 44693
Site 13 50 75 85 75428737034162 60327020429132 3000 1300 Daphnia 57284 Ceriodaphnia 125992 Stenocypris 175652 Crangonyx 209307 Lampsilis 17917 Ceriodaphnia 20318 Hyalella 29454 Brachionus 43920
Site 14 50 100 85 75428737034162 59585352130146 3000 1300 Daphnia 56580 Ceriodaphnia 124443 Stenocypris 173493 Crangonyx 206734 Lampsilis 17696 Ceriodaphnia 20068 Hyalella 29092 Salmo 41264
Site 15 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 16 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 17 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 18 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 19 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 20 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Appendix C Acceptable Chronic Toxicity Data of Aluminum to Freshwater Aquatic Animals
MLR equation
Species Hardness (mgL as CaCO3) pH DOC(mgL) EC20 Endpoint EC20(microgL) Normalized Conc- EC20(microgL) SMCV-EC20(microgL) GMCV-EC20(microgL) Genus DOC Notes Dilution water
Oligochaete Aeolosoma sp 48 6 025 Reproduction (population size) 1235 17098 17098 17098 Aeolosoma Invert Author reported half the detection limit
Rotifer Brachionus calyciflorus 100 62 025 Reproduction (population size) 431 2555 2555 2555 Brachionus Invert Author reported half the detection limit
Great pond snail Lymnaea stagnalis 117 61 025 Biomass 746 4877 4877 4877 Lymnaea Mollusk Author reported half the detection limit
Fatmucket Lampsilis siliquoidea 1055 604 040 Biomass 169 1042 1042 1042 Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia 50 715 11 Reproduction - youngstarting adult 1780 1898 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia 26 73 05 Reproduction - youngfemale 1557 2718 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 46 75 05 Reproduction - youngfemale 8087 1102 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 96 79 05 Reproduction - youngfemale 6519 796 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 194 81 05 Reproduction - youngfemale 6836 888 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 255 703 05 Reproduction (youngfemale) 250 563 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 713 05 Reproduction (youngfemale) 860 1061 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 25 798 05 Reproduction (youngfemale) 700 1006 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 61 803 05 Reproduction (youngfemale) 1010 1363 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 810 05 Reproduction (youngfemale) 870 1164 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 255 633 05 Reproduction (youngfemale) 260 1758 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 121 636 05 Reproduction (youngfemale) 390 1101 1182 1182 Ceriodaphnia Invert Author reported
Amphipod Hyalella azteca 95 61 051 Biomass (28 d) 1993 1014 Hyalella Author reported
Amphipod Hyalella azteca 106 604 033 Biomass (28 d) 425 2895 1713 1713 Hyalella Invert Author reported
Midge Chironomus riparius 118 558 18 Adult midge emergence 2955 1192 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 119 505 18 Adult midge emergence 8442 22578 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 91 66 051 Reproduction ( of eggscase) 3387 7664 5908 5908 Chironomus Invert Author reported
Atlantic salmon Salmo salar 127 57 18 Biomass 6156 5085 5085 5085 Salmo Fish Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Brook trout Salvelinus fontinalis 123 655 19 Biomass 1644 270 Salvelinus Author reported wellRO mix
Brook trout Salvelinus fontinalis 128 565 18 Biomass 1435 1295 5914 5914 Salvelinus Fish Author reported wellRO mix
Fathead minnow Pimephales promelas 220 770 16 Biomass 6194 3569 Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation well water
Fathead minnow Pimephales promelas 96 620 025 Fry survival 4286 1734 2488 2488 Pimephales Fish Author reported half the detection limit
Zebrafish Danio rerio 83 61 025 Biomass 2344 1102 1102 1102 Danio Fish Author reported half the detection limit
Wood frog Rana sylvatica 115 469 16 MATC-survival gt 2000 gt 9746 gt 9746 9746 gt Rana Amphib - Other Data Value is from 2007 FW Cu AWQC Appendix C recommendation aged tap water
Appendix A Acceptable Acute Toxicity Data of Aluminum to Freshwater Aquatic Animals
Species Methoda Hardness (mgL as CaCO3) pH DOC(mgL) LC50 or EC50 Conc (microgL) Reference Normalized Conc - LC50(microgL) Species Mean Acute Value(microgL) Genus Mean Acute Value(microgL) Genus DOC Note Dilution water
Snail Physa sp S M T 474 659 11 gt 23400 Call 1984 Call et al 1984 gt 48425 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 755 11 30600 Call 1984 Call et al 1984 26986 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 817 11 gt 24700 Call 1984 Call et al 1984 gt 24040 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 746 11 55500 Call 1984 Call et al 1984 50338 35462 35462 Physa Mollusk Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Fatmucket Lampsilis siliquoidea F M T 1060 612 048 gt 6302 Wang et al 2016 Wang et al 2017 gt 29834 gt 29834 29834 gt Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia S M A 500 742 11 1900 McCauley et al 1986 1728 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia S M A 505 786 11 1500 McCauley et al 1986 1294 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation UW-S Lake Superior lab water
Cladoceran Ceriodaphnia dubia S M A 500 813 11 2560 McCauley et al 1986 2431 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia R M T 26 75 05 720 ENSR 1992d 1113 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 46 76 05 1880 ENSR 1992d 2495 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 96 78 05 2450 ENSR 1992d 2894 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 3727 Fort and Stover 1995 5002 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 5673 Fort and Stover 1995 7613 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 89 76 05 2880 Soucek et al 2001 3362 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U T 106 601 05 7112 European Al Association 2009 1691 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 605 2 6865 European Al Association 2009 7088 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 609 4 15581 European Al Association 2009 10072 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 601 05 681 European Al Association 2009 1620 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 603 05 1630 European Al Association 2009 3674 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 597 05 1785 European Al Association 2009 4732 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 592 05 1410 European Al Association 2009 4295 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 699 05 gt 1300 European Al Association 2009 gt 4189 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 785 05 gt 5000 European Al Association 2009 gt 7960 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 68 2 gt 10000 European Al Association 2009 gt 20755 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 782 2 gt 15000 European Al Association 2009 gt 11626 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 677 4 gt 10000 European Al Association 2009 gt 15161 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 766 4 gt 15000 European Al Association 2009 gt 8608 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 79 05 gt 2000 European Al Association 2009 gt 3150 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 789 05 gt 2000 European Al Association 2009 gt 3156 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 604 05 1108 European Al Association 2009 850 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 598 2 11371 European Al Association 2009 4817 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 573 4 80467 European Al Association 2009 43570 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 671 05 gt 10000 European Al Association 2009 gt 23786 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 783 05 gt 5000 European Al Association 2009 gt 6344 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 679 2 gt 10000 European Al Association 2009 gt 10394 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 767 2 gt 15000 European Al Association 2009 gt 9082 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 668 4 gt 15000 European Al Association 2009 gt 12461 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 762 4 gt 15000 European Al Association 2009 gt 6332 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 606 2 33868 European Al Association 2009 7920 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 56 4 104842 European Al Association 2009 48800 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 693 05 gt 5000 European Al Association 2009 gt 7126 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 788 05 gt 5000 European Al Association 2009 gt 5898 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 676 2 gt 15000 European Al Association 2009 gt 12117 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 771 2 gt 15000 European Al Association 2009 gt 8096 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 66 4 gt 15000 European Al Association 2009 gt 10139 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 76 4 gt 15000 European Al Association 2009 gt 5545 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11971 European Al Association 2010 2699 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 27478 European Al Association 2010 6194 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11998 European Al Association 2010 2705 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 607 05 92495 European Al Association 2010 1876 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 609 05 31337 European Al Association 2010 6035 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 61 05 33235 European Al Association 2010 6238 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 708 05 gt 8864 European Al Association 2010 gt 2534 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 779 05 gt 42783 European Al Association 2010 gt 6930 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 753 05 13204 European Al Association 2010 244 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 601 05 46326 European Al Association 2010 3798 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 599 05 gt 8590 European Al Association 2010 gt 7366 5094 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia reticulata F M T 451 60 11 304 Shephard 1983 2009 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia reticulata F M T 40 55 11 362 Shephard 1983 55307 10542 7328 Ceriodaphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake SuperiorDI Mix
Cladoceran Daphnia magna S U NR 453 774 11 3900 Biesinger and Christensen 1972 3382 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S M T 220 76 16 38200 Kimball 1978 20303 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Well water
Cladoceran Daphnia magna S U T 451 725 11 2800 Shephard 1983 2868 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S U T 168 599 05 5000 European Al Association 2009 gt 2265 - Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Daphnia magna S U T 168 792 05 7950 European Al Association 2009 920 3332 3332 Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Ostracod Stenocypris major R M T 1563 651 16 310196 Shuhaimi-Othman et al 2011a 10216 10216 10216 Stenocypris Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Malaysia)
Amphipod Crangonyx pseudogracilis R U T 50 675 16 9190 Martin and Holdich 1986 12174 12174 12174 Crangonyx Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (UK)
Amphipod Hyalella azteca F M T 105 613 048 gt 5997 Wang et al 2016 Wang et al 2017 gt 28002 gt 28002 28002 gt Hyalella Invert Author reported
Stonefly Acroneuria sp S M T 474 746 11 gt 22600 Call et al 1984 gt 20498 gt 20498 20498 gt Acroneuria Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Midge Chironomus plumosus S U T 80 70 16 30000 Fargasova 2001 25361 25361 25361 Chironomus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Slovakia)
Midge Paratanytarsus dissimilis S M T 1743 728 28 gt 77700 Lamb and Bailey 1981 1983 gt 62318 gt 62318 62318 gt Paratanytarsus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Liberty Lake Washington
Rainbow trout Oncorhynchus mykiss F M T 274 758 05 gt 9840 Gundersen et al 1994 gt 5745 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 452 762 05 gt 8070 Gundersen et al 1994 gt 5212 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 895 758 05 gt 8160 Gundersen et al 1994 gt 6807 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1304 758 05 gt 8200 Gundersen et al 1994 gt 7662 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 232 825 05 6170 Gundersen et al 1994 1190 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 350 826 05 6170 Gundersen et al 1994 1523 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 836 829 05 7670 Gundersen et al 1994 3205 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1158 830 05 6930 Gundersen et al 1994 3554 3661 3661 Oncorhynchus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Atlantic salmon Salmo salar S U T 68 55 05 584 Hamilton and Haines 1995 21042 - Salmo Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Atlantic salmon Salmo salar S U T 68 65 05 599 Hamilton and Haines 1995 2430 7151 7151 Salmo Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Brook trout Salvelinus fontinalis S U T 40 56 16 6530 Tandjung 1982 31767 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 18 56 16 3400 Tandjung 1982 28391 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 2 56 16 370 Tandjung 1982 13663 23097 23097 Salvelinus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green sunfish Lepomis cyanellus S M T 474 755 11 gt 50000 Call et al 1984 gt 24028 gt 24028 24028 gt Lepomis Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Rio Grande silvery minnow Hybognathus amarus R M T 140 81 05 gt 59100 Buhl 2002 gt 39414 gt 39414 39414 gt Hybognathus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Fathead minnow Pimephales promelas S M T 474 761 11 gt 48200 Call et al 1984 gt 21522 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas S M T 474 805 11 gt 49800 Call et al 1984 gt 12972 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas R M T 26 78 05 1160 ENSR 1992c 477 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 46 76 05 8180 ENSR 1992c 5446 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 96 81 05 20300 ENSR 1992c 10966 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 194 81 05 44800 ENSR 1992c 35847 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 140 81 05 gt 59100 Buhl 2002 gt 39414 10168 10168 Pimephales Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Smallmouth bass Micropterus dolomieui S M T 1245 505 16 130 Kane and Rabeni 1987 3929 3929 3929 Micropterus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green tree frog Hyla cinerea R M T 455 549 05 gt 4052 Jung and Jagoe 1995 gt 20016 gt 20016 20016 gt Hyla Amphibian Value is from 2007 FW Cu AWQC Appendix C recommendation artificial soft recon
Normalization Chemistry
pH 7 FAV 2741
Hardness 100 CMC 1400
DOC 1 CCC 390
Acute Ranked GMAV Chronic Ranked GMCV
Rank GMAV Genus Rank GMCV Genus
18 gt 62318 Paratanytarsus Invert 12 17098 Aeolosoma Invert
17 gt 39414 Hybognathus Fish 11 gt 9746 Rana Amphib - Other Data
16 35462 Physa Mollusk 10 5908 Chironomus Invert
15 gt 29834 Lampsilis Mollusk 9 4877 Lymnaea Mollusk
14 gt 28002 Hyalella Invert 8 2555 Brachionus Invert
13 25361 Chironomus Invert 7 2488 Pimephales Fish
12 gt 24028 Lepomis Fish 6 1713 Hyalella Invert
11 23097 Salvelinus Fish 5 1182 Ceriodaphnia Invert
10 gt 20498 Acroneuria Invert 4 1102 Danio Fish
9 gt 20016 Hyla Amphibian 3 1042 Lampsilis Mollusk
8 12174 Crangonyx Invert 2 591 Salvelinus Fish
7 10216 Stenocypris Invert 1 509 Salmo Fish
6 10168 Pimephales Fish
5 7328 Ceriodaphnia Invert
4 7151 Salmo Fish
3 3929 Micropterus Fish
2 3661 Oncorhynchus Fish
1 3332 Daphnia Invert
N Rank Genus GMAV ln(GMAV) ln(GMAV)2 P=R(N+1) sqrt(P) N Rank Genus GMCV ln(GMCV) ln(GMCV)2 P=R(N+1) sqrt(P)
18 4 Salmo 7151 887 7876 0211 0459 12 4 Danio 1102 700 4907 0308 0555
3 Micropterus 3929 828 6849 0158 0397 3 Lampsilis 1042 695 4829 0231 0480
2 Oncorhynchus 3661 821 6733 0105 0324 2 Salvelinus 591 638 4074 0154 0392
1 Daphnia 3332 811 6579 0053 0229 1 Salmo 509 623 3883 0077 0277
Sum 3347 2804 0526 141 Sum 2657 1769 0769 170
S2 = 1223 S2 = 1080
L = 7134 L = 5242
A = 7916 A = 5976
FAV = 2741 FCV = 3940
CMC = 1371
All concentrations reported are microgL total Aluminum
lt-----Click Button after entering data
ENTER DATA HERE ERRORNUM ACUTE CHRONIC
Rank 1 Rank 2 Rank 3 Rank 4 Rank 1 Rank 2 Rank 3 Rank 4
SiteName DOC(mgL) Hardness(mgL as CaCO3) pH FAV CMC CCC Genus GMAV Genus GMAV Genus GMAV Genus GMAV Genus GMCV Genus GMCV Genus GMCV Genus GMCV
Site 1 50 25 9 75428737034162 35229324666008 1800 770 Daphnia 33452 Ceriodaphnia 73576 Stenocypris 102576 Crangonyx 122230 Lampsilis 10463 Ceriodaphnia 11865 Hyalella 17200 Brachionus 25648
Site 2 50 50 9 75428737034162 31204991509063 1600 680 Daphnia 29631 Ceriodaphnia 65171 Stenocypris 90859 Crangonyx 108267 Lampsilis 9268 Ceriodaphnia 10510 Hyalella 15236 Brachionus 22718
Site 3 50 75 9 75428737034162 29067527928199 1500 640 Daphnia 27601 Ceriodaphnia 60707 Stenocypris 84635 Crangonyx 100851 Lampsilis 8633 Ceriodaphnia 9790 Hyalella 14192 Brachionus 21162
Site 4 50 100 9 75428737034162 27640367912592 1400 600 Daphnia 26246 Ceriodaphnia 57726 Stenocypris 80480 Crangonyx 95899 Lampsilis 8209 Ceriodaphnia 9309 Hyalella 13495 Brachionus 20123
Site 5 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 6 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 7 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 8 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 9 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 10 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 11 50 25 85 75428737034162 63245275664384 3200 1400 Daphnia 60055 Ceriodaphnia 132086 Stenocypris 184149 Crangonyx 219432 Lampsilis 18783 Ceriodaphnia 21301 Hyalella 30879 Brachionus 46045
Site 12 50 50 85 75428737034162 61388044609926 3100 1300 Daphnia 58291 Ceriodaphnia 128208 Stenocypris 178742 Crangonyx 212988 Lampsilis 18232 Ceriodaphnia 20676 Hyalella 29972 Brachionus 44693
Site 13 50 75 85 75428737034162 60327020429132 3000 1300 Daphnia 57284 Ceriodaphnia 125992 Stenocypris 175652 Crangonyx 209307 Lampsilis 17917 Ceriodaphnia 20318 Hyalella 29454 Brachionus 43920
Site 14 50 100 85 75428737034162 59585352130146 3000 1300 Daphnia 56580 Ceriodaphnia 124443 Stenocypris 173493 Crangonyx 206734 Lampsilis 17696 Ceriodaphnia 20068 Hyalella 29092 Salmo 41264
Site 15 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 16 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 17 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 18 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 19 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 20 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Page 17: Draft National 304(a) Aluminum Aquatic Life Criteria … · Draft National 304(a) Aluminum Aquatic Life Criteria ... [0.503×ln ... [0.494𝑝𝑝𝐻𝐻× ℎ𝑎𝑎:ln

Multiple Bioavailability Modeling Approaches Underwent External Peer Review

17

bull Biotic Ligand Modelsbull Full aluminum BLM (2016 model version) ndash Temperature pH

Dissolved organic carbon (DOC) Major cations (calcium [Ca] magnesium [Mg] sodium [Na] and potassium [K]) Major anions (sulfate [SO4] and chloride [Cl]) Alkalinity and Sulfide

bull Simplified aluminum BLM - pH hardness DOC temperature

bull Multilinear Regression Equationsbull pH and Hardness

Accounting for Effects of Water Chemistry on Bioavailability and Toxicity

bull Water quality criteria can be modified quantitatively when enough data are available to demonstrate that those conditions similarly affect the results with a variety of speciesndash High quality data in the draft aluminum document demonstrated

that pH DOC and hardness affected a variety of species in a similar way when exposed to aluminum concentrations

bull Recent publications by Cardwell et al (2017) and Gensemer et al (2017) summarized short-term aluminum chronic toxicity data across a range of DOC pH and hardness values for three species

18

Multiple Linear Regression (MLR) Models to Account for Effects of Water Chemistry

bull MLR models were developed for each species (DeForest et al 2017)ndash 119862119862 119889119889119906119906119887119887119894119894119886119886 11986411986411986211986220=119890119890[minus41026+[0525timesln(119863119863119874119874119862119862)]+[2201timesln(ℎ119886119886119903119903119889119889)]+(11282times119901119901119867119867)minus(0633times1199011199011198671198672)minus[0264times119901119901119867119867ln(ℎ119886119886119903119903119889119889)]]

ndash 119875119875 119901119901119903119903119900119900119898119898119890119890119897119897119886119886119904119904 11986411986411986211986220=119890119890[minus14029+[0503timesln(119863119863119874119874119862119862)]+[3443timesln(ℎ119886119886119903119903119889119889)]+(3131times119901119901119867119867)minus[0494times119901119901119867119867ln(ℎ119886119886119903119903119889119889)]]

bull These models were applied to both the acute and chronic aluminum toxicity datandash The C dubia model was applied to invertebrate datandash The P promelas model was applied to vertebrate data

19

III Normalize toxicity data in species sensitivity distribution to a set of water

quality conditionsbull Just like single parameter hardness models the MLR

models were used to normalize the aluminum toxicity data to a single set of water quality conditionsndash As an illustration for one set of calculations the draft

aluminum AWQC set these conditions to pH 7 hardness of 100 mgL and DOC of 1 mgL

bull This allows for comparisons to be made between species based on their sensitivity to aluminumndash Apples to apples

20

IV Construct sensitivity distribution to determine criteria at set conditions

21

Figure 8 Ranked Summary of Total Aluminum Genus Mean Acute Values (GMAVs) - Freshwater at pH 7 Hardness of 100 mgL and DOC of 1 mgL

IV Construct sensitivity distribution to determine criteria at set conditions

22

Figure 10 Ranked Summary of Total Aluminum Genus Mean Chronic Values (GMCVs) ndash Freshwater Supplemented with Other Data to Fulfill Missing MDRs at pH 7 Hardness of 100 mgL and DOC of 1 mgL

Aluminum Criteria Calculatorbull The relative ranking of genera in the sensitivity

distribution to which the toxicity data are normalized will change based on the set of water chemistry conditions (ie pH hardness and DOC)

bull To make calculating aluminum criteria easier EPA developed an Aluminum Criteria Calculatorndash Automated so that user only needs to enter water chemistry

conditions of interestndash Allows quick calculations for a variety of conditionsndash Limits calculations to the recommended conditions for which

the MLR models were developed were specified for hardness and DOC

bull No extrapolation beyond hardness and DOC empirical data bounds

23

Aluminum Criteria Calculator SD Example

24

pH=7 Hardness=100 DOC=1 pH=6 Hardness=25 DOC=1

Chronic Ranked GMCVRank GMCV Genus

12 17098 Aeolosoma Invert11 gt 9746 Rana Amphib - Other Data10 5908 Chironomus Invert

9 4877 Lymnaea Mollusk8 2555 Brachionus Invert7 2488 Pimephales Fish6 1713 Hyalella Invert5 1182 Ceriodaphnia Invert4 1102 Danio Fish3 1042 Lampsilis Mollusk2 591 Salvelinus Fish1 509 Salmo Fish

FCV = 3940 microgL total aluminum

Chronic Ranked GMCVRank GMCV Genus

12 gt 2131 Rana Amphib - Other Data11 1710 Aeolosoma Invert10 591 Chironomus Invert

9 544 Pimephales Fish8 488 Lymnaea Mollusk7 255 Brachionus Invert6 241 Danio Fish5 171 Hyalella Invert4 129 Salvelinus Fish3 118 Ceriodaphnia Invert2 111 Salmo Fish1 104 Lampsilis Mollusk

FCV = 987 microgL total aluminum

Multiple Scenarios

Run Scenarios

Summary Sheet

Acute Dataset

Chronic Dataset

Multiple Scenarios

Run Scenarios

Summary Sheet

Acute Dataset

Chronic Dataset

Boundaries of the Criteria Outputsbull MLR models were developed using data that

encompassndash DOC range of 008-5 mgLndash Hardness range of 98-127 mgL (as CaCO3)ndash pH range of 6-81

bull MLR criteria outputs are bounded atndash Maximum of 150 mgL total hardness (as CaCO3)

ndash DOC of 50 mgLndash pH range of the model is 50 to 90

25

Aluminum Criteria Look-Up Tables

26

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=05 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 23 a 14 b 69 c 160 f 350 f 620 i 540 b 410 a 230 a

50 43 a 24 b 100 d 170 f 310 f 630 f 670 j 400 a 200 a

75 61 a 33 b 130 e 180 f 290 f 530 f 730 i 390 a 190 a

100 78 a 41 b 150 e 190 f 280 g 460 f 770 c 390 a 180 a

150 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

200 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

250 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

300 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

350 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

400 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

Aluminum Criteria Look-Up Tables

27

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=10 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 33 a 21 b 99 c 220 f 490 f 900 i 780 b 590 a 330 a

50 61 a 35 b 150 e 250 f 440 f 890 f 960 j 580 a 290 a

75 88 a 47 b 180 e 260 f 410 f 740 f 1100 i 570 a 270 a

100 11 a 59 b 210 e 270 f 390 g 650 f 1100 c 560 b 260 a

150 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

200 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

250 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

300 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

350 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

400 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

Aluminum Criteria Look-Up Tables

28

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=25 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 54 a 34 b 160 c 350 f 770 f 1500 i 1300 b 960 a 540 a

50 99 a 57 b 230 e 390 f 690 f 1400 f 1600 j 930 a 470 a

75 14 a 77 b 290 e 410 f 640 f 1200 f 1700 i 920 a 440 a

100 18 a 96 b 330 e 420 f 620 g 1000 f 1800 d 920 b 420 a

150 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

200 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

250 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

300 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

350 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

400 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

Aluminum Criteria Look-Up Tables

29

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=50 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 77 a 49 b 230 c 500 f 1100 f 2100 c 1900 b 1400 a 770 a

50 14 a 82 b 330 e 540 f 970 f 2000 f 2200 j 1300 a 680 a

75 20 a 110 b 410 e 570 f 900 f 1600 f 2500 i 1300 a 640 a

100 26 a 140 b 460 f 590 f 880 g 1400 f 2500 d 1300 b 600 a

150 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

200 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

250 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

300 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

350 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

400 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

Status

30

bull Draft Document Released to the Federal Register on 72817ndash Public comment period of 60 days ndash Due Date for Comments is 92617

bull Revisions will be made considering public commentsbull Subsequent EPA intra-agency review of final criteria

document will then be conducted bull Publication of final criteria document planned for Late Fall

2017

Federal Register Webpagehttpswwwfederalregistergovdocuments201

707282017-15968request-for-scientific-views-draft-updated-aquatic-life-ambient-water-quality-criteria-for-aluminum

Aluminum Criteria Webpagehttpswwwepagovwqc2017-draft-aquatic-life-

criteria-aluminum-freshwater-documents

31

Contact Information

Aluminum Criteria Lead Diana EignorEignorDianaepagov

202-566-1143

Kathryn Gallagher Branch Chiefgallagherkathrynepagov

202-564-1398 32

  • Draft National 304(a) Aluminum Aquatic Life Criteria
  • Slide Number 2
  • Overview
  • Sources of Aluminum
  • Current 1988 Aluminum Criteria
  • Current 1988 Aluminum Criteria
  • Aluminum Standards
  • Criteria Development Process
  • Framework for Updated Draft Aluminum Criteria
  • I Screen toxicological studies for high quality data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Slide Number 14
  • EstuarineMarine Minimum Data Requirements
  • II Evaluate water quality conditions to determine applicability
  • Multiple Bioavailability Modeling Approaches Underwent External Peer Review
  • Accounting for Effects of Water Chemistry on Bioavailability and Toxicity
  • Multiple Linear Regression (MLR) Models to Account for Effects of Water Chemistry
  • III Normalize toxicity data in species sensitivity distribution to a set of water quality conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • Aluminum Criteria Calculator
  • Aluminum Criteria Calculator SD Example
  • Boundaries of the Criteria Outputs
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Status
  • Slide Number 31
  • Contact Information
Appendix C Acceptable Chronic Toxicity Data of Aluminum to Freshwater Aquatic Animals
MLR equation
Species Hardness (mgL as CaCO3) pH DOC(mgL) EC20 Endpoint EC20(microgL) Normalized Conc- EC20(microgL) SMCV-EC20(microgL) GMCV-EC20(microgL) Genus DOC Notes Dilution water
Oligochaete Aeolosoma sp 48 6 025 Reproduction (population size) 1235 1710 1710 1710 Aeolosoma Invert Author reported half the detection limit
Rotifer Brachionus calyciflorus 100 62 025 Reproduction (population size) 431 255 255 255 Brachionus Invert Author reported half the detection limit
Great pond snail Lymnaea stagnalis 117 61 025 Biomass 746 488 488 488 Lymnaea Mollusk Author reported half the detection limit
Fatmucket Lampsilis siliquoidea 1055 604 040 Biomass 169 104 104 104 Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia 50 715 11 Reproduction - youngstarting adult 1780 190 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia 26 73 05 Reproduction - youngfemale 1557 272 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 46 75 05 Reproduction - youngfemale 8087 110 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 96 79 05 Reproduction - youngfemale 6519 80 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 194 81 05 Reproduction - youngfemale 6836 89 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 255 703 05 Reproduction (youngfemale) 250 56 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 713 05 Reproduction (youngfemale) 860 106 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 25 798 05 Reproduction (youngfemale) 700 101 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 61 803 05 Reproduction (youngfemale) 1010 136 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 810 05 Reproduction (youngfemale) 870 116 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 255 633 05 Reproduction (youngfemale) 260 176 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 121 636 05 Reproduction (youngfemale) 390 110 118 118 Ceriodaphnia Invert Author reported
Amphipod Hyalella azteca 95 61 051 Biomass (28 d) 1993 101 Hyalella Author reported
Amphipod Hyalella azteca 106 604 033 Biomass (28 d) 425 289 171 171 Hyalella Invert Author reported
Midge Chironomus riparius 118 558 18 Adult midge emergence 2955 119 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 119 505 18 Adult midge emergence 8442 2258 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 91 66 051 Reproduction ( of eggscase) 3387 766 591 591 Chironomus Invert Author reported
Atlantic salmon Salmo salar 127 57 18 Biomass 6156 1112 1112 1112 Salmo Fish Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Brook trout Salvelinus fontinalis 123 655 19 Biomass 1644 59 Salvelinus Author reported wellRO mix
Brook trout Salvelinus fontinalis 128 565 18 Biomass 1435 283 1293 1293 Salvelinus Fish Author reported wellRO mix
Fathead minnow Pimephales promelas 220 770 16 Biomass 6194 781 Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation well water
Fathead minnow Pimephales promelas 96 620 025 Fry survival 4286 379 544 544 Pimephales Fish Author reported half the detection limit
Zebrafish Danio rerio 83 61 025 Biomass 2344 241 241 241 Danio Fish Author reported half the detection limit
Wood frog Rana sylvatica 115 469 16 MATC-survival gt 2000 gt 2131 gt 2131 2131 gt Rana Amphib - Other Data Value is from 2007 FW Cu AWQC Appendix C recommendation aged tap water
Appendix A Acceptable Acute Toxicity Data of Aluminum to Freshwater Aquatic Animals
Species Methoda Hardness (mgL as CaCO3) pH DOC(mgL) LC50 or EC50 Conc (microgL) Reference Normalized Conc - LC50(microgL) Species Mean Acute Value(microgL) Genus Mean Acute Value(microgL) Genus DOC Note Dilution water
Snail Physa sp S M T 474 659 11 gt 23400 Call 1984 Call et al 1984 gt 4843 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 755 11 30600 Call 1984 Call et al 1984 2699 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 817 11 gt 24700 Call 1984 Call et al 1984 gt 2404 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 746 11 55500 Call 1984 Call et al 1984 5034 3546 3546 Physa Mollusk Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Fatmucket Lampsilis siliquoidea F M T 1060 612 048 gt 6302 Wang et al 2016 Wang et al 2017 gt 2983 gt 2983 2983 gt Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia S M A 500 742 11 1900 McCauley et al 1986 173 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia S M A 505 786 11 1500 McCauley et al 1986 129 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation UW-S Lake Superior lab water
Cladoceran Ceriodaphnia dubia S M A 500 813 11 2560 McCauley et al 1986 243 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia R M T 26 75 05 720 ENSR 1992d 111 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 46 76 05 1880 ENSR 1992d 250 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 96 78 05 2450 ENSR 1992d 289 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 3727 Fort and Stover 1995 500 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 5673 Fort and Stover 1995 761 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 89 76 05 2880 Soucek et al 2001 336 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U T 106 601 05 7112 European Al Association 2009 169 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 605 2 6865 European Al Association 2009 709 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 609 4 15581 European Al Association 2009 1007 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 601 05 681 European Al Association 2009 162 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 603 05 1630 European Al Association 2009 367 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 597 05 1785 European Al Association 2009 473 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 592 05 1410 European Al Association 2009 429 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 699 05 gt 1300 European Al Association 2009 gt 419 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 785 05 gt 5000 European Al Association 2009 gt 796 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 68 2 gt 10000 European Al Association 2009 gt 2076 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 782 2 gt 15000 European Al Association 2009 gt 1163 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 677 4 gt 10000 European Al Association 2009 gt 1516 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 766 4 gt 15000 European Al Association 2009 gt 861 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 79 05 gt 2000 European Al Association 2009 gt 315 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 789 05 gt 2000 European Al Association 2009 gt 316 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 604 05 1108 European Al Association 2009 85 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 598 2 11371 European Al Association 2009 482 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 573 4 80467 European Al Association 2009 4357 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 671 05 gt 10000 European Al Association 2009 gt 2379 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 783 05 gt 5000 European Al Association 2009 gt 634 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 679 2 gt 10000 European Al Association 2009 gt 1039 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 767 2 gt 15000 European Al Association 2009 gt 908 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 668 4 gt 15000 European Al Association 2009 gt 1246 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 762 4 gt 15000 European Al Association 2009 gt 633 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 606 2 33868 European Al Association 2009 792 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 56 4 104842 European Al Association 2009 4880 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 693 05 gt 5000 European Al Association 2009 gt 713 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 788 05 gt 5000 European Al Association 2009 gt 590 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 676 2 gt 15000 European Al Association 2009 gt 1212 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 771 2 gt 15000 European Al Association 2009 gt 810 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 66 4 gt 15000 European Al Association 2009 gt 1014 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 76 4 gt 15000 European Al Association 2009 gt 555 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11971 European Al Association 2010 270 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 27478 European Al Association 2010 619 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11998 European Al Association 2010 270 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 607 05 92495 European Al Association 2010 188 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 609 05 31337 European Al Association 2010 604 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 61 05 33235 European Al Association 2010 624 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 708 05 gt 8864 European Al Association 2010 gt 253 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 779 05 gt 42783 European Al Association 2010 gt 693 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 753 05 13204 European Al Association 2010 24 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 601 05 46326 European Al Association 2010 380 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 599 05 gt 8590 European Al Association 2010 gt 737 509 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia reticulata F M T 451 60 11 304 Shephard 1983 201 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia reticulata F M T 40 55 11 362 Shephard 1983 5531 1054 733 Ceriodaphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake SuperiorDI Mix
Cladoceran Daphnia magna S U NR 453 774 11 3900 Biesinger and Christensen 1972 338 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S M T 220 76 16 38200 Kimball 1978 2030 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Well water
Cladoceran Daphnia magna S U T 451 725 11 2800 Shephard 1983 287 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S U T 168 599 05 5000 European Al Association 2009 gt 227 - Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Daphnia magna S U T 168 792 05 7950 European Al Association 2009 92 333 333 Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Ostracod Stenocypris major R M T 1563 651 16 310196 Shuhaimi-Othman et al 2011a 1022 1022 1022 Stenocypris Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Malaysia)
Amphipod Crangonyx pseudogracilis R U T 50 675 16 9190 Martin and Holdich 1986 1217 1217 1217 Crangonyx Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (UK)
Amphipod Hyalella azteca F M T 105 613 048 gt 5997 Wang et al 2016 Wang et al 2017 gt 2800 gt 2800 2800 gt Hyalella Invert Author reported
Stonefly Acroneuria sp S M T 474 746 11 gt 22600 Call et al 1984 gt 2050 gt 2050 2050 gt Acroneuria Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Midge Chironomus plumosus S U T 80 70 16 30000 Fargasova 2001 2536 2536 2536 Chironomus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Slovakia)
Midge Paratanytarsus dissimilis S M T 1743 728 28 gt 77700 Lamb and Bailey 1981 1983 gt 6232 gt 6232 6232 gt Paratanytarsus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Liberty Lake Washington
Rainbow trout Oncorhynchus mykiss F M T 274 758 05 gt 9840 Gundersen et al 1994 gt 1256 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 452 762 05 gt 8070 Gundersen et al 1994 gt 1140 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 895 758 05 gt 8160 Gundersen et al 1994 gt 1489 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1304 758 05 gt 8200 Gundersen et al 1994 gt 1676 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 232 825 05 6170 Gundersen et al 1994 260 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 350 826 05 6170 Gundersen et al 1994 333 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 836 829 05 7670 Gundersen et al 1994 701 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1158 830 05 6930 Gundersen et al 1994 777 801 801 Oncorhynchus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Atlantic salmon Salmo salar S U T 68 55 05 584 Hamilton and Haines 1995 4602 - Salmo Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Atlantic salmon Salmo salar S U T 68 65 05 599 Hamilton and Haines 1995 531 1564 1564 Salmo Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Brook trout Salvelinus fontinalis S U T 40 56 16 6530 Tandjung 1982 6947 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 18 56 16 3400 Tandjung 1982 6209 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 2 56 16 370 Tandjung 1982 2988 5051 5051 Salvelinus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green sunfish Lepomis cyanellus S M T 474 755 11 gt 50000 Call et al 1984 gt 5255 gt 5255 5255 gt Lepomis Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Rio Grande silvery minnow Hybognathus amarus R M T 140 81 05 gt 59100 Buhl 2002 gt 8620 gt 8620 8620 gt Hybognathus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Fathead minnow Pimephales promelas S M T 474 761 11 gt 48200 Call et al 1984 gt 4707 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas S M T 474 805 11 gt 49800 Call et al 1984 gt 2837 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas R M T 26 78 05 1160 ENSR 1992c 104 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 46 76 05 8180 ENSR 1992c 1191 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 96 81 05 20300 ENSR 1992c 2398 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 194 81 05 44800 ENSR 1992c 7839 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 140 81 05 gt 59100 Buhl 2002 gt 8620 2224 2224 Pimephales Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Smallmouth bass Micropterus dolomieui S M T 1245 505 16 130 Kane and Rabeni 1987 859 859 859 Micropterus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green tree frog Hyla cinerea R M T 455 549 05 gt 4052 Jung and Jagoe 1995 gt 4377 gt 4377 4377 gt Hyla Amphibian Value is from 2007 FW Cu AWQC Appendix C recommendation artificial soft recon
Normalization Chemistry
pH 6 FAV 360
Hardness 25 CMC 180
DOC 1 CCC 99
Acute Ranked GMAV Chronic Ranked GMCV
Rank GMAV Genus Rank GMCV Genus
18 gt 8620 Hybognathus Fish 12 gt 2131 Rana Amphib - Other Data
17 gt 6232 Paratanytarsus Invert 11 1710 Aeolosoma Invert
16 gt 5255 Lepomis Fish 10 591 Chironomus Invert
15 5051 Salvelinus Fish 9 544 Pimephales Fish
14 gt 4377 Hyla Amphibian 8 488 Lymnaea Mollusk
13 3546 Physa Mollusk 7 255 Brachionus Invert
12 gt 2983 Lampsilis Mollusk 6 241 Danio Fish
11 gt 2800 Hyalella Invert 5 171 Hyalella Invert
10 2536 Chironomus Invert 4 129 Salvelinus Fish
9 2224 Pimephales Fish 3 118 Ceriodaphnia Invert
8 gt 2050 Acroneuria Invert 2 111 Salmo Fish
7 1564 Salmo Fish 1 104 Lampsilis Mollusk
6 1217 Crangonyx Invert
5 1022 Stenocypris Invert
4 859 Micropterus Fish
3 801 Oncorhynchus Fish
2 733 Ceriodaphnia Invert
1 333 Daphnia Invert
N Rank Genus GMAV ln(GMAV) ln(GMAV)2 P=R(N+1) sqrt(P) N Rank Genus GMCV ln(GMCV) ln(GMCV)2 P=R(N+1) sqrt(P)
18 4 Micropterus 859 676 4564 0211 0459 12 4 Salvelinus 129 486 2364 0308 0555
3 Oncorhynchus 801 669 4469 0158 0397 3 Ceriodaphnia 118 477 2277 0231 0480
2 Ceriodaphnia 733 660 4352 0105 0324 2 Salmo 111 471 2220 0154 0392
1 Daphnia 333 581 3374 0053 0229 1 Lampsilis 104 465 2159 0077 0277
Sum 2585 1676 0526 141 Sum 1899 902 0769 170
S2 = 1987 S2 = 059
L = 4890 L = 4420
A = 5887 A = 4592
FAV = 360 FCV = 987
CMC = 180
All concentrations reported are microgL total Aluminum
lt-----Click Button after entering data
ENTER DATA HERE ERRORNUM ACUTE CHRONIC
Rank 1 Rank 2 Rank 3 Rank 4 Rank 1 Rank 2 Rank 3 Rank 4
SiteName DOC(mgL) Hardness(mgL as CaCO3) pH FAV CMC CCC Genus GMAV Genus GMAV Genus GMAV Genus GMAV Genus GMCV Genus GMCV Genus GMCV Genus GMCV
Site 1 50 25 9 75428737034162 35229324666008 1800 770 Daphnia 33452 Ceriodaphnia 73576 Stenocypris 102576 Crangonyx 122230 Lampsilis 10463 Ceriodaphnia 11865 Hyalella 17200 Brachionus 25648
Site 2 50 50 9 75428737034162 31204991509063 1600 680 Daphnia 29631 Ceriodaphnia 65171 Stenocypris 90859 Crangonyx 108267 Lampsilis 9268 Ceriodaphnia 10510 Hyalella 15236 Brachionus 22718
Site 3 50 75 9 75428737034162 29067527928199 1500 640 Daphnia 27601 Ceriodaphnia 60707 Stenocypris 84635 Crangonyx 100851 Lampsilis 8633 Ceriodaphnia 9790 Hyalella 14192 Brachionus 21162
Site 4 50 100 9 75428737034162 27640367912592 1400 600 Daphnia 26246 Ceriodaphnia 57726 Stenocypris 80480 Crangonyx 95899 Lampsilis 8209 Ceriodaphnia 9309 Hyalella 13495 Brachionus 20123
Site 5 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 6 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 7 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 8 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 9 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 10 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 11 50 25 85 75428737034162 63245275664384 3200 1400 Daphnia 60055 Ceriodaphnia 132086 Stenocypris 184149 Crangonyx 219432 Lampsilis 18783 Ceriodaphnia 21301 Hyalella 30879 Brachionus 46045
Site 12 50 50 85 75428737034162 61388044609926 3100 1300 Daphnia 58291 Ceriodaphnia 128208 Stenocypris 178742 Crangonyx 212988 Lampsilis 18232 Ceriodaphnia 20676 Hyalella 29972 Brachionus 44693
Site 13 50 75 85 75428737034162 60327020429132 3000 1300 Daphnia 57284 Ceriodaphnia 125992 Stenocypris 175652 Crangonyx 209307 Lampsilis 17917 Ceriodaphnia 20318 Hyalella 29454 Brachionus 43920
Site 14 50 100 85 75428737034162 59585352130146 3000 1300 Daphnia 56580 Ceriodaphnia 124443 Stenocypris 173493 Crangonyx 206734 Lampsilis 17696 Ceriodaphnia 20068 Hyalella 29092 Salmo 41264
Site 15 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 16 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 17 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 18 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 19 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 20 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Appendix C Acceptable Chronic Toxicity Data of Aluminum to Freshwater Aquatic Animals
MLR equation
Species Hardness (mgL as CaCO3) pH DOC(mgL) EC20 Endpoint EC20(microgL) Normalized Conc- EC20(microgL) SMCV-EC20(microgL) GMCV-EC20(microgL) Genus DOC Notes Dilution water
Oligochaete Aeolosoma sp 48 6 025 Reproduction (population size) 1235 17098 17098 17098 Aeolosoma Invert Author reported half the detection limit
Rotifer Brachionus calyciflorus 100 62 025 Reproduction (population size) 431 2555 2555 2555 Brachionus Invert Author reported half the detection limit
Great pond snail Lymnaea stagnalis 117 61 025 Biomass 746 4877 4877 4877 Lymnaea Mollusk Author reported half the detection limit
Fatmucket Lampsilis siliquoidea 1055 604 040 Biomass 169 1042 1042 1042 Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia 50 715 11 Reproduction - youngstarting adult 1780 1898 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia 26 73 05 Reproduction - youngfemale 1557 2718 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 46 75 05 Reproduction - youngfemale 8087 1102 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 96 79 05 Reproduction - youngfemale 6519 796 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 194 81 05 Reproduction - youngfemale 6836 888 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 255 703 05 Reproduction (youngfemale) 250 563 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 713 05 Reproduction (youngfemale) 860 1061 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 25 798 05 Reproduction (youngfemale) 700 1006 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 61 803 05 Reproduction (youngfemale) 1010 1363 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 810 05 Reproduction (youngfemale) 870 1164 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 255 633 05 Reproduction (youngfemale) 260 1758 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 121 636 05 Reproduction (youngfemale) 390 1101 1182 1182 Ceriodaphnia Invert Author reported
Amphipod Hyalella azteca 95 61 051 Biomass (28 d) 1993 1014 Hyalella Author reported
Amphipod Hyalella azteca 106 604 033 Biomass (28 d) 425 2895 1713 1713 Hyalella Invert Author reported
Midge Chironomus riparius 118 558 18 Adult midge emergence 2955 1192 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 119 505 18 Adult midge emergence 8442 22578 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 91 66 051 Reproduction ( of eggscase) 3387 7664 5908 5908 Chironomus Invert Author reported
Atlantic salmon Salmo salar 127 57 18 Biomass 6156 5085 5085 5085 Salmo Fish Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Brook trout Salvelinus fontinalis 123 655 19 Biomass 1644 270 Salvelinus Author reported wellRO mix
Brook trout Salvelinus fontinalis 128 565 18 Biomass 1435 1295 5914 5914 Salvelinus Fish Author reported wellRO mix
Fathead minnow Pimephales promelas 220 770 16 Biomass 6194 3569 Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation well water
Fathead minnow Pimephales promelas 96 620 025 Fry survival 4286 1734 2488 2488 Pimephales Fish Author reported half the detection limit
Zebrafish Danio rerio 83 61 025 Biomass 2344 1102 1102 1102 Danio Fish Author reported half the detection limit
Wood frog Rana sylvatica 115 469 16 MATC-survival gt 2000 gt 9746 gt 9746 9746 gt Rana Amphib - Other Data Value is from 2007 FW Cu AWQC Appendix C recommendation aged tap water
Appendix A Acceptable Acute Toxicity Data of Aluminum to Freshwater Aquatic Animals
Species Methoda Hardness (mgL as CaCO3) pH DOC(mgL) LC50 or EC50 Conc (microgL) Reference Normalized Conc - LC50(microgL) Species Mean Acute Value(microgL) Genus Mean Acute Value(microgL) Genus DOC Note Dilution water
Snail Physa sp S M T 474 659 11 gt 23400 Call 1984 Call et al 1984 gt 48425 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 755 11 30600 Call 1984 Call et al 1984 26986 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 817 11 gt 24700 Call 1984 Call et al 1984 gt 24040 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 746 11 55500 Call 1984 Call et al 1984 50338 35462 35462 Physa Mollusk Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Fatmucket Lampsilis siliquoidea F M T 1060 612 048 gt 6302 Wang et al 2016 Wang et al 2017 gt 29834 gt 29834 29834 gt Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia S M A 500 742 11 1900 McCauley et al 1986 1728 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia S M A 505 786 11 1500 McCauley et al 1986 1294 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation UW-S Lake Superior lab water
Cladoceran Ceriodaphnia dubia S M A 500 813 11 2560 McCauley et al 1986 2431 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia R M T 26 75 05 720 ENSR 1992d 1113 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 46 76 05 1880 ENSR 1992d 2495 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 96 78 05 2450 ENSR 1992d 2894 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 3727 Fort and Stover 1995 5002 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 5673 Fort and Stover 1995 7613 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 89 76 05 2880 Soucek et al 2001 3362 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U T 106 601 05 7112 European Al Association 2009 1691 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 605 2 6865 European Al Association 2009 7088 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 609 4 15581 European Al Association 2009 10072 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 601 05 681 European Al Association 2009 1620 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 603 05 1630 European Al Association 2009 3674 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 597 05 1785 European Al Association 2009 4732 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 592 05 1410 European Al Association 2009 4295 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 699 05 gt 1300 European Al Association 2009 gt 4189 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 785 05 gt 5000 European Al Association 2009 gt 7960 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 68 2 gt 10000 European Al Association 2009 gt 20755 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 782 2 gt 15000 European Al Association 2009 gt 11626 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 677 4 gt 10000 European Al Association 2009 gt 15161 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 766 4 gt 15000 European Al Association 2009 gt 8608 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 79 05 gt 2000 European Al Association 2009 gt 3150 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 789 05 gt 2000 European Al Association 2009 gt 3156 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 604 05 1108 European Al Association 2009 850 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 598 2 11371 European Al Association 2009 4817 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 573 4 80467 European Al Association 2009 43570 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 671 05 gt 10000 European Al Association 2009 gt 23786 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 783 05 gt 5000 European Al Association 2009 gt 6344 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 679 2 gt 10000 European Al Association 2009 gt 10394 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 767 2 gt 15000 European Al Association 2009 gt 9082 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 668 4 gt 15000 European Al Association 2009 gt 12461 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 762 4 gt 15000 European Al Association 2009 gt 6332 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 606 2 33868 European Al Association 2009 7920 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 56 4 104842 European Al Association 2009 48800 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 693 05 gt 5000 European Al Association 2009 gt 7126 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 788 05 gt 5000 European Al Association 2009 gt 5898 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 676 2 gt 15000 European Al Association 2009 gt 12117 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 771 2 gt 15000 European Al Association 2009 gt 8096 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 66 4 gt 15000 European Al Association 2009 gt 10139 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 76 4 gt 15000 European Al Association 2009 gt 5545 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11971 European Al Association 2010 2699 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 27478 European Al Association 2010 6194 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11998 European Al Association 2010 2705 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 607 05 92495 European Al Association 2010 1876 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 609 05 31337 European Al Association 2010 6035 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 61 05 33235 European Al Association 2010 6238 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 708 05 gt 8864 European Al Association 2010 gt 2534 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 779 05 gt 42783 European Al Association 2010 gt 6930 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 753 05 13204 European Al Association 2010 244 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 601 05 46326 European Al Association 2010 3798 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 599 05 gt 8590 European Al Association 2010 gt 7366 5094 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia reticulata F M T 451 60 11 304 Shephard 1983 2009 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia reticulata F M T 40 55 11 362 Shephard 1983 55307 10542 7328 Ceriodaphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake SuperiorDI Mix
Cladoceran Daphnia magna S U NR 453 774 11 3900 Biesinger and Christensen 1972 3382 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S M T 220 76 16 38200 Kimball 1978 20303 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Well water
Cladoceran Daphnia magna S U T 451 725 11 2800 Shephard 1983 2868 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S U T 168 599 05 5000 European Al Association 2009 gt 2265 - Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Daphnia magna S U T 168 792 05 7950 European Al Association 2009 920 3332 3332 Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Ostracod Stenocypris major R M T 1563 651 16 310196 Shuhaimi-Othman et al 2011a 10216 10216 10216 Stenocypris Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Malaysia)
Amphipod Crangonyx pseudogracilis R U T 50 675 16 9190 Martin and Holdich 1986 12174 12174 12174 Crangonyx Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (UK)
Amphipod Hyalella azteca F M T 105 613 048 gt 5997 Wang et al 2016 Wang et al 2017 gt 28002 gt 28002 28002 gt Hyalella Invert Author reported
Stonefly Acroneuria sp S M T 474 746 11 gt 22600 Call et al 1984 gt 20498 gt 20498 20498 gt Acroneuria Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Midge Chironomus plumosus S U T 80 70 16 30000 Fargasova 2001 25361 25361 25361 Chironomus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Slovakia)
Midge Paratanytarsus dissimilis S M T 1743 728 28 gt 77700 Lamb and Bailey 1981 1983 gt 62318 gt 62318 62318 gt Paratanytarsus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Liberty Lake Washington
Rainbow trout Oncorhynchus mykiss F M T 274 758 05 gt 9840 Gundersen et al 1994 gt 5745 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 452 762 05 gt 8070 Gundersen et al 1994 gt 5212 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 895 758 05 gt 8160 Gundersen et al 1994 gt 6807 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1304 758 05 gt 8200 Gundersen et al 1994 gt 7662 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 232 825 05 6170 Gundersen et al 1994 1190 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 350 826 05 6170 Gundersen et al 1994 1523 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 836 829 05 7670 Gundersen et al 1994 3205 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1158 830 05 6930 Gundersen et al 1994 3554 3661 3661 Oncorhynchus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Atlantic salmon Salmo salar S U T 68 55 05 584 Hamilton and Haines 1995 21042 - Salmo Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Atlantic salmon Salmo salar S U T 68 65 05 599 Hamilton and Haines 1995 2430 7151 7151 Salmo Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Brook trout Salvelinus fontinalis S U T 40 56 16 6530 Tandjung 1982 31767 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 18 56 16 3400 Tandjung 1982 28391 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 2 56 16 370 Tandjung 1982 13663 23097 23097 Salvelinus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green sunfish Lepomis cyanellus S M T 474 755 11 gt 50000 Call et al 1984 gt 24028 gt 24028 24028 gt Lepomis Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Rio Grande silvery minnow Hybognathus amarus R M T 140 81 05 gt 59100 Buhl 2002 gt 39414 gt 39414 39414 gt Hybognathus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Fathead minnow Pimephales promelas S M T 474 761 11 gt 48200 Call et al 1984 gt 21522 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas S M T 474 805 11 gt 49800 Call et al 1984 gt 12972 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas R M T 26 78 05 1160 ENSR 1992c 477 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 46 76 05 8180 ENSR 1992c 5446 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 96 81 05 20300 ENSR 1992c 10966 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 194 81 05 44800 ENSR 1992c 35847 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 140 81 05 gt 59100 Buhl 2002 gt 39414 10168 10168 Pimephales Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Smallmouth bass Micropterus dolomieui S M T 1245 505 16 130 Kane and Rabeni 1987 3929 3929 3929 Micropterus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green tree frog Hyla cinerea R M T 455 549 05 gt 4052 Jung and Jagoe 1995 gt 20016 gt 20016 20016 gt Hyla Amphibian Value is from 2007 FW Cu AWQC Appendix C recommendation artificial soft recon
Normalization Chemistry
pH 7 FAV 2741
Hardness 100 CMC 1400
DOC 1 CCC 390
Acute Ranked GMAV Chronic Ranked GMCV
Rank GMAV Genus Rank GMCV Genus
18 gt 62318 Paratanytarsus Invert 12 17098 Aeolosoma Invert
17 gt 39414 Hybognathus Fish 11 gt 9746 Rana Amphib - Other Data
16 35462 Physa Mollusk 10 5908 Chironomus Invert
15 gt 29834 Lampsilis Mollusk 9 4877 Lymnaea Mollusk
14 gt 28002 Hyalella Invert 8 2555 Brachionus Invert
13 25361 Chironomus Invert 7 2488 Pimephales Fish
12 gt 24028 Lepomis Fish 6 1713 Hyalella Invert
11 23097 Salvelinus Fish 5 1182 Ceriodaphnia Invert
10 gt 20498 Acroneuria Invert 4 1102 Danio Fish
9 gt 20016 Hyla Amphibian 3 1042 Lampsilis Mollusk
8 12174 Crangonyx Invert 2 591 Salvelinus Fish
7 10216 Stenocypris Invert 1 509 Salmo Fish
6 10168 Pimephales Fish
5 7328 Ceriodaphnia Invert
4 7151 Salmo Fish
3 3929 Micropterus Fish
2 3661 Oncorhynchus Fish
1 3332 Daphnia Invert
N Rank Genus GMAV ln(GMAV) ln(GMAV)2 P=R(N+1) sqrt(P) N Rank Genus GMCV ln(GMCV) ln(GMCV)2 P=R(N+1) sqrt(P)
18 4 Salmo 7151 887 7876 0211 0459 12 4 Danio 1102 700 4907 0308 0555
3 Micropterus 3929 828 6849 0158 0397 3 Lampsilis 1042 695 4829 0231 0480
2 Oncorhynchus 3661 821 6733 0105 0324 2 Salvelinus 591 638 4074 0154 0392
1 Daphnia 3332 811 6579 0053 0229 1 Salmo 509 623 3883 0077 0277
Sum 3347 2804 0526 141 Sum 2657 1769 0769 170
S2 = 1223 S2 = 1080
L = 7134 L = 5242
A = 7916 A = 5976
FAV = 2741 FCV = 3940
CMC = 1371
All concentrations reported are microgL total Aluminum
lt-----Click Button after entering data
ENTER DATA HERE ERRORNUM ACUTE CHRONIC
Rank 1 Rank 2 Rank 3 Rank 4 Rank 1 Rank 2 Rank 3 Rank 4
SiteName DOC(mgL) Hardness(mgL as CaCO3) pH FAV CMC CCC Genus GMAV Genus GMAV Genus GMAV Genus GMAV Genus GMCV Genus GMCV Genus GMCV Genus GMCV
Site 1 50 25 9 75428737034162 35229324666008 1800 770 Daphnia 33452 Ceriodaphnia 73576 Stenocypris 102576 Crangonyx 122230 Lampsilis 10463 Ceriodaphnia 11865 Hyalella 17200 Brachionus 25648
Site 2 50 50 9 75428737034162 31204991509063 1600 680 Daphnia 29631 Ceriodaphnia 65171 Stenocypris 90859 Crangonyx 108267 Lampsilis 9268 Ceriodaphnia 10510 Hyalella 15236 Brachionus 22718
Site 3 50 75 9 75428737034162 29067527928199 1500 640 Daphnia 27601 Ceriodaphnia 60707 Stenocypris 84635 Crangonyx 100851 Lampsilis 8633 Ceriodaphnia 9790 Hyalella 14192 Brachionus 21162
Site 4 50 100 9 75428737034162 27640367912592 1400 600 Daphnia 26246 Ceriodaphnia 57726 Stenocypris 80480 Crangonyx 95899 Lampsilis 8209 Ceriodaphnia 9309 Hyalella 13495 Brachionus 20123
Site 5 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 6 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 7 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 8 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 9 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 10 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 11 50 25 85 75428737034162 63245275664384 3200 1400 Daphnia 60055 Ceriodaphnia 132086 Stenocypris 184149 Crangonyx 219432 Lampsilis 18783 Ceriodaphnia 21301 Hyalella 30879 Brachionus 46045
Site 12 50 50 85 75428737034162 61388044609926 3100 1300 Daphnia 58291 Ceriodaphnia 128208 Stenocypris 178742 Crangonyx 212988 Lampsilis 18232 Ceriodaphnia 20676 Hyalella 29972 Brachionus 44693
Site 13 50 75 85 75428737034162 60327020429132 3000 1300 Daphnia 57284 Ceriodaphnia 125992 Stenocypris 175652 Crangonyx 209307 Lampsilis 17917 Ceriodaphnia 20318 Hyalella 29454 Brachionus 43920
Site 14 50 100 85 75428737034162 59585352130146 3000 1300 Daphnia 56580 Ceriodaphnia 124443 Stenocypris 173493 Crangonyx 206734 Lampsilis 17696 Ceriodaphnia 20068 Hyalella 29092 Salmo 41264
Site 15 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 16 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 17 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 18 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 19 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 20 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Page 18: Draft National 304(a) Aluminum Aquatic Life Criteria … · Draft National 304(a) Aluminum Aquatic Life Criteria ... [0.503×ln ... [0.494𝑝𝑝𝐻𝐻× ℎ𝑎𝑎:ln

Accounting for Effects of Water Chemistry on Bioavailability and Toxicity

bull Water quality criteria can be modified quantitatively when enough data are available to demonstrate that those conditions similarly affect the results with a variety of speciesndash High quality data in the draft aluminum document demonstrated

that pH DOC and hardness affected a variety of species in a similar way when exposed to aluminum concentrations

bull Recent publications by Cardwell et al (2017) and Gensemer et al (2017) summarized short-term aluminum chronic toxicity data across a range of DOC pH and hardness values for three species

18

Multiple Linear Regression (MLR) Models to Account for Effects of Water Chemistry

bull MLR models were developed for each species (DeForest et al 2017)ndash 119862119862 119889119889119906119906119887119887119894119894119886119886 11986411986411986211986220=119890119890[minus41026+[0525timesln(119863119863119874119874119862119862)]+[2201timesln(ℎ119886119886119903119903119889119889)]+(11282times119901119901119867119867)minus(0633times1199011199011198671198672)minus[0264times119901119901119867119867ln(ℎ119886119886119903119903119889119889)]]

ndash 119875119875 119901119901119903119903119900119900119898119898119890119890119897119897119886119886119904119904 11986411986411986211986220=119890119890[minus14029+[0503timesln(119863119863119874119874119862119862)]+[3443timesln(ℎ119886119886119903119903119889119889)]+(3131times119901119901119867119867)minus[0494times119901119901119867119867ln(ℎ119886119886119903119903119889119889)]]

bull These models were applied to both the acute and chronic aluminum toxicity datandash The C dubia model was applied to invertebrate datandash The P promelas model was applied to vertebrate data

19

III Normalize toxicity data in species sensitivity distribution to a set of water

quality conditionsbull Just like single parameter hardness models the MLR

models were used to normalize the aluminum toxicity data to a single set of water quality conditionsndash As an illustration for one set of calculations the draft

aluminum AWQC set these conditions to pH 7 hardness of 100 mgL and DOC of 1 mgL

bull This allows for comparisons to be made between species based on their sensitivity to aluminumndash Apples to apples

20

IV Construct sensitivity distribution to determine criteria at set conditions

21

Figure 8 Ranked Summary of Total Aluminum Genus Mean Acute Values (GMAVs) - Freshwater at pH 7 Hardness of 100 mgL and DOC of 1 mgL

IV Construct sensitivity distribution to determine criteria at set conditions

22

Figure 10 Ranked Summary of Total Aluminum Genus Mean Chronic Values (GMCVs) ndash Freshwater Supplemented with Other Data to Fulfill Missing MDRs at pH 7 Hardness of 100 mgL and DOC of 1 mgL

Aluminum Criteria Calculatorbull The relative ranking of genera in the sensitivity

distribution to which the toxicity data are normalized will change based on the set of water chemistry conditions (ie pH hardness and DOC)

bull To make calculating aluminum criteria easier EPA developed an Aluminum Criteria Calculatorndash Automated so that user only needs to enter water chemistry

conditions of interestndash Allows quick calculations for a variety of conditionsndash Limits calculations to the recommended conditions for which

the MLR models were developed were specified for hardness and DOC

bull No extrapolation beyond hardness and DOC empirical data bounds

23

Aluminum Criteria Calculator SD Example

24

pH=7 Hardness=100 DOC=1 pH=6 Hardness=25 DOC=1

Chronic Ranked GMCVRank GMCV Genus

12 17098 Aeolosoma Invert11 gt 9746 Rana Amphib - Other Data10 5908 Chironomus Invert

9 4877 Lymnaea Mollusk8 2555 Brachionus Invert7 2488 Pimephales Fish6 1713 Hyalella Invert5 1182 Ceriodaphnia Invert4 1102 Danio Fish3 1042 Lampsilis Mollusk2 591 Salvelinus Fish1 509 Salmo Fish

FCV = 3940 microgL total aluminum

Chronic Ranked GMCVRank GMCV Genus

12 gt 2131 Rana Amphib - Other Data11 1710 Aeolosoma Invert10 591 Chironomus Invert

9 544 Pimephales Fish8 488 Lymnaea Mollusk7 255 Brachionus Invert6 241 Danio Fish5 171 Hyalella Invert4 129 Salvelinus Fish3 118 Ceriodaphnia Invert2 111 Salmo Fish1 104 Lampsilis Mollusk

FCV = 987 microgL total aluminum

Multiple Scenarios

Run Scenarios

Summary Sheet

Acute Dataset

Chronic Dataset

Multiple Scenarios

Run Scenarios

Summary Sheet

Acute Dataset

Chronic Dataset

Boundaries of the Criteria Outputsbull MLR models were developed using data that

encompassndash DOC range of 008-5 mgLndash Hardness range of 98-127 mgL (as CaCO3)ndash pH range of 6-81

bull MLR criteria outputs are bounded atndash Maximum of 150 mgL total hardness (as CaCO3)

ndash DOC of 50 mgLndash pH range of the model is 50 to 90

25

Aluminum Criteria Look-Up Tables

26

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=05 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 23 a 14 b 69 c 160 f 350 f 620 i 540 b 410 a 230 a

50 43 a 24 b 100 d 170 f 310 f 630 f 670 j 400 a 200 a

75 61 a 33 b 130 e 180 f 290 f 530 f 730 i 390 a 190 a

100 78 a 41 b 150 e 190 f 280 g 460 f 770 c 390 a 180 a

150 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

200 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

250 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

300 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

350 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

400 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

Aluminum Criteria Look-Up Tables

27

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=10 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 33 a 21 b 99 c 220 f 490 f 900 i 780 b 590 a 330 a

50 61 a 35 b 150 e 250 f 440 f 890 f 960 j 580 a 290 a

75 88 a 47 b 180 e 260 f 410 f 740 f 1100 i 570 a 270 a

100 11 a 59 b 210 e 270 f 390 g 650 f 1100 c 560 b 260 a

150 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

200 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

250 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

300 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

350 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

400 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

Aluminum Criteria Look-Up Tables

28

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=25 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 54 a 34 b 160 c 350 f 770 f 1500 i 1300 b 960 a 540 a

50 99 a 57 b 230 e 390 f 690 f 1400 f 1600 j 930 a 470 a

75 14 a 77 b 290 e 410 f 640 f 1200 f 1700 i 920 a 440 a

100 18 a 96 b 330 e 420 f 620 g 1000 f 1800 d 920 b 420 a

150 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

200 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

250 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

300 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

350 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

400 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

Aluminum Criteria Look-Up Tables

29

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=50 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 77 a 49 b 230 c 500 f 1100 f 2100 c 1900 b 1400 a 770 a

50 14 a 82 b 330 e 540 f 970 f 2000 f 2200 j 1300 a 680 a

75 20 a 110 b 410 e 570 f 900 f 1600 f 2500 i 1300 a 640 a

100 26 a 140 b 460 f 590 f 880 g 1400 f 2500 d 1300 b 600 a

150 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

200 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

250 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

300 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

350 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

400 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

Status

30

bull Draft Document Released to the Federal Register on 72817ndash Public comment period of 60 days ndash Due Date for Comments is 92617

bull Revisions will be made considering public commentsbull Subsequent EPA intra-agency review of final criteria

document will then be conducted bull Publication of final criteria document planned for Late Fall

2017

Federal Register Webpagehttpswwwfederalregistergovdocuments201

707282017-15968request-for-scientific-views-draft-updated-aquatic-life-ambient-water-quality-criteria-for-aluminum

Aluminum Criteria Webpagehttpswwwepagovwqc2017-draft-aquatic-life-

criteria-aluminum-freshwater-documents

31

Contact Information

Aluminum Criteria Lead Diana EignorEignorDianaepagov

202-566-1143

Kathryn Gallagher Branch Chiefgallagherkathrynepagov

202-564-1398 32

  • Draft National 304(a) Aluminum Aquatic Life Criteria
  • Slide Number 2
  • Overview
  • Sources of Aluminum
  • Current 1988 Aluminum Criteria
  • Current 1988 Aluminum Criteria
  • Aluminum Standards
  • Criteria Development Process
  • Framework for Updated Draft Aluminum Criteria
  • I Screen toxicological studies for high quality data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Slide Number 14
  • EstuarineMarine Minimum Data Requirements
  • II Evaluate water quality conditions to determine applicability
  • Multiple Bioavailability Modeling Approaches Underwent External Peer Review
  • Accounting for Effects of Water Chemistry on Bioavailability and Toxicity
  • Multiple Linear Regression (MLR) Models to Account for Effects of Water Chemistry
  • III Normalize toxicity data in species sensitivity distribution to a set of water quality conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • Aluminum Criteria Calculator
  • Aluminum Criteria Calculator SD Example
  • Boundaries of the Criteria Outputs
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Status
  • Slide Number 31
  • Contact Information
Appendix C Acceptable Chronic Toxicity Data of Aluminum to Freshwater Aquatic Animals
MLR equation
Species Hardness (mgL as CaCO3) pH DOC(mgL) EC20 Endpoint EC20(microgL) Normalized Conc- EC20(microgL) SMCV-EC20(microgL) GMCV-EC20(microgL) Genus DOC Notes Dilution water
Oligochaete Aeolosoma sp 48 6 025 Reproduction (population size) 1235 1710 1710 1710 Aeolosoma Invert Author reported half the detection limit
Rotifer Brachionus calyciflorus 100 62 025 Reproduction (population size) 431 255 255 255 Brachionus Invert Author reported half the detection limit
Great pond snail Lymnaea stagnalis 117 61 025 Biomass 746 488 488 488 Lymnaea Mollusk Author reported half the detection limit
Fatmucket Lampsilis siliquoidea 1055 604 040 Biomass 169 104 104 104 Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia 50 715 11 Reproduction - youngstarting adult 1780 190 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia 26 73 05 Reproduction - youngfemale 1557 272 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 46 75 05 Reproduction - youngfemale 8087 110 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 96 79 05 Reproduction - youngfemale 6519 80 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 194 81 05 Reproduction - youngfemale 6836 89 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 255 703 05 Reproduction (youngfemale) 250 56 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 713 05 Reproduction (youngfemale) 860 106 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 25 798 05 Reproduction (youngfemale) 700 101 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 61 803 05 Reproduction (youngfemale) 1010 136 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 810 05 Reproduction (youngfemale) 870 116 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 255 633 05 Reproduction (youngfemale) 260 176 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 121 636 05 Reproduction (youngfemale) 390 110 118 118 Ceriodaphnia Invert Author reported
Amphipod Hyalella azteca 95 61 051 Biomass (28 d) 1993 101 Hyalella Author reported
Amphipod Hyalella azteca 106 604 033 Biomass (28 d) 425 289 171 171 Hyalella Invert Author reported
Midge Chironomus riparius 118 558 18 Adult midge emergence 2955 119 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 119 505 18 Adult midge emergence 8442 2258 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 91 66 051 Reproduction ( of eggscase) 3387 766 591 591 Chironomus Invert Author reported
Atlantic salmon Salmo salar 127 57 18 Biomass 6156 1112 1112 1112 Salmo Fish Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Brook trout Salvelinus fontinalis 123 655 19 Biomass 1644 59 Salvelinus Author reported wellRO mix
Brook trout Salvelinus fontinalis 128 565 18 Biomass 1435 283 1293 1293 Salvelinus Fish Author reported wellRO mix
Fathead minnow Pimephales promelas 220 770 16 Biomass 6194 781 Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation well water
Fathead minnow Pimephales promelas 96 620 025 Fry survival 4286 379 544 544 Pimephales Fish Author reported half the detection limit
Zebrafish Danio rerio 83 61 025 Biomass 2344 241 241 241 Danio Fish Author reported half the detection limit
Wood frog Rana sylvatica 115 469 16 MATC-survival gt 2000 gt 2131 gt 2131 2131 gt Rana Amphib - Other Data Value is from 2007 FW Cu AWQC Appendix C recommendation aged tap water
Appendix A Acceptable Acute Toxicity Data of Aluminum to Freshwater Aquatic Animals
Species Methoda Hardness (mgL as CaCO3) pH DOC(mgL) LC50 or EC50 Conc (microgL) Reference Normalized Conc - LC50(microgL) Species Mean Acute Value(microgL) Genus Mean Acute Value(microgL) Genus DOC Note Dilution water
Snail Physa sp S M T 474 659 11 gt 23400 Call 1984 Call et al 1984 gt 4843 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 755 11 30600 Call 1984 Call et al 1984 2699 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 817 11 gt 24700 Call 1984 Call et al 1984 gt 2404 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 746 11 55500 Call 1984 Call et al 1984 5034 3546 3546 Physa Mollusk Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Fatmucket Lampsilis siliquoidea F M T 1060 612 048 gt 6302 Wang et al 2016 Wang et al 2017 gt 2983 gt 2983 2983 gt Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia S M A 500 742 11 1900 McCauley et al 1986 173 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia S M A 505 786 11 1500 McCauley et al 1986 129 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation UW-S Lake Superior lab water
Cladoceran Ceriodaphnia dubia S M A 500 813 11 2560 McCauley et al 1986 243 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia R M T 26 75 05 720 ENSR 1992d 111 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 46 76 05 1880 ENSR 1992d 250 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 96 78 05 2450 ENSR 1992d 289 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 3727 Fort and Stover 1995 500 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 5673 Fort and Stover 1995 761 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 89 76 05 2880 Soucek et al 2001 336 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U T 106 601 05 7112 European Al Association 2009 169 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 605 2 6865 European Al Association 2009 709 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 609 4 15581 European Al Association 2009 1007 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 601 05 681 European Al Association 2009 162 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 603 05 1630 European Al Association 2009 367 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 597 05 1785 European Al Association 2009 473 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 592 05 1410 European Al Association 2009 429 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 699 05 gt 1300 European Al Association 2009 gt 419 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 785 05 gt 5000 European Al Association 2009 gt 796 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 68 2 gt 10000 European Al Association 2009 gt 2076 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 782 2 gt 15000 European Al Association 2009 gt 1163 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 677 4 gt 10000 European Al Association 2009 gt 1516 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 766 4 gt 15000 European Al Association 2009 gt 861 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 79 05 gt 2000 European Al Association 2009 gt 315 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 789 05 gt 2000 European Al Association 2009 gt 316 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 604 05 1108 European Al Association 2009 85 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 598 2 11371 European Al Association 2009 482 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 573 4 80467 European Al Association 2009 4357 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 671 05 gt 10000 European Al Association 2009 gt 2379 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 783 05 gt 5000 European Al Association 2009 gt 634 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 679 2 gt 10000 European Al Association 2009 gt 1039 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 767 2 gt 15000 European Al Association 2009 gt 908 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 668 4 gt 15000 European Al Association 2009 gt 1246 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 762 4 gt 15000 European Al Association 2009 gt 633 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 606 2 33868 European Al Association 2009 792 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 56 4 104842 European Al Association 2009 4880 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 693 05 gt 5000 European Al Association 2009 gt 713 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 788 05 gt 5000 European Al Association 2009 gt 590 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 676 2 gt 15000 European Al Association 2009 gt 1212 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 771 2 gt 15000 European Al Association 2009 gt 810 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 66 4 gt 15000 European Al Association 2009 gt 1014 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 76 4 gt 15000 European Al Association 2009 gt 555 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11971 European Al Association 2010 270 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 27478 European Al Association 2010 619 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11998 European Al Association 2010 270 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 607 05 92495 European Al Association 2010 188 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 609 05 31337 European Al Association 2010 604 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 61 05 33235 European Al Association 2010 624 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 708 05 gt 8864 European Al Association 2010 gt 253 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 779 05 gt 42783 European Al Association 2010 gt 693 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 753 05 13204 European Al Association 2010 24 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 601 05 46326 European Al Association 2010 380 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 599 05 gt 8590 European Al Association 2010 gt 737 509 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia reticulata F M T 451 60 11 304 Shephard 1983 201 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia reticulata F M T 40 55 11 362 Shephard 1983 5531 1054 733 Ceriodaphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake SuperiorDI Mix
Cladoceran Daphnia magna S U NR 453 774 11 3900 Biesinger and Christensen 1972 338 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S M T 220 76 16 38200 Kimball 1978 2030 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Well water
Cladoceran Daphnia magna S U T 451 725 11 2800 Shephard 1983 287 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S U T 168 599 05 5000 European Al Association 2009 gt 227 - Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Daphnia magna S U T 168 792 05 7950 European Al Association 2009 92 333 333 Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Ostracod Stenocypris major R M T 1563 651 16 310196 Shuhaimi-Othman et al 2011a 1022 1022 1022 Stenocypris Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Malaysia)
Amphipod Crangonyx pseudogracilis R U T 50 675 16 9190 Martin and Holdich 1986 1217 1217 1217 Crangonyx Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (UK)
Amphipod Hyalella azteca F M T 105 613 048 gt 5997 Wang et al 2016 Wang et al 2017 gt 2800 gt 2800 2800 gt Hyalella Invert Author reported
Stonefly Acroneuria sp S M T 474 746 11 gt 22600 Call et al 1984 gt 2050 gt 2050 2050 gt Acroneuria Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Midge Chironomus plumosus S U T 80 70 16 30000 Fargasova 2001 2536 2536 2536 Chironomus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Slovakia)
Midge Paratanytarsus dissimilis S M T 1743 728 28 gt 77700 Lamb and Bailey 1981 1983 gt 6232 gt 6232 6232 gt Paratanytarsus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Liberty Lake Washington
Rainbow trout Oncorhynchus mykiss F M T 274 758 05 gt 9840 Gundersen et al 1994 gt 1256 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 452 762 05 gt 8070 Gundersen et al 1994 gt 1140 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 895 758 05 gt 8160 Gundersen et al 1994 gt 1489 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1304 758 05 gt 8200 Gundersen et al 1994 gt 1676 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 232 825 05 6170 Gundersen et al 1994 260 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 350 826 05 6170 Gundersen et al 1994 333 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 836 829 05 7670 Gundersen et al 1994 701 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1158 830 05 6930 Gundersen et al 1994 777 801 801 Oncorhynchus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Atlantic salmon Salmo salar S U T 68 55 05 584 Hamilton and Haines 1995 4602 - Salmo Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Atlantic salmon Salmo salar S U T 68 65 05 599 Hamilton and Haines 1995 531 1564 1564 Salmo Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Brook trout Salvelinus fontinalis S U T 40 56 16 6530 Tandjung 1982 6947 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 18 56 16 3400 Tandjung 1982 6209 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 2 56 16 370 Tandjung 1982 2988 5051 5051 Salvelinus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green sunfish Lepomis cyanellus S M T 474 755 11 gt 50000 Call et al 1984 gt 5255 gt 5255 5255 gt Lepomis Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Rio Grande silvery minnow Hybognathus amarus R M T 140 81 05 gt 59100 Buhl 2002 gt 8620 gt 8620 8620 gt Hybognathus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Fathead minnow Pimephales promelas S M T 474 761 11 gt 48200 Call et al 1984 gt 4707 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas S M T 474 805 11 gt 49800 Call et al 1984 gt 2837 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas R M T 26 78 05 1160 ENSR 1992c 104 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 46 76 05 8180 ENSR 1992c 1191 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 96 81 05 20300 ENSR 1992c 2398 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 194 81 05 44800 ENSR 1992c 7839 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 140 81 05 gt 59100 Buhl 2002 gt 8620 2224 2224 Pimephales Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Smallmouth bass Micropterus dolomieui S M T 1245 505 16 130 Kane and Rabeni 1987 859 859 859 Micropterus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green tree frog Hyla cinerea R M T 455 549 05 gt 4052 Jung and Jagoe 1995 gt 4377 gt 4377 4377 gt Hyla Amphibian Value is from 2007 FW Cu AWQC Appendix C recommendation artificial soft recon
Normalization Chemistry
pH 6 FAV 360
Hardness 25 CMC 180
DOC 1 CCC 99
Acute Ranked GMAV Chronic Ranked GMCV
Rank GMAV Genus Rank GMCV Genus
18 gt 8620 Hybognathus Fish 12 gt 2131 Rana Amphib - Other Data
17 gt 6232 Paratanytarsus Invert 11 1710 Aeolosoma Invert
16 gt 5255 Lepomis Fish 10 591 Chironomus Invert
15 5051 Salvelinus Fish 9 544 Pimephales Fish
14 gt 4377 Hyla Amphibian 8 488 Lymnaea Mollusk
13 3546 Physa Mollusk 7 255 Brachionus Invert
12 gt 2983 Lampsilis Mollusk 6 241 Danio Fish
11 gt 2800 Hyalella Invert 5 171 Hyalella Invert
10 2536 Chironomus Invert 4 129 Salvelinus Fish
9 2224 Pimephales Fish 3 118 Ceriodaphnia Invert
8 gt 2050 Acroneuria Invert 2 111 Salmo Fish
7 1564 Salmo Fish 1 104 Lampsilis Mollusk
6 1217 Crangonyx Invert
5 1022 Stenocypris Invert
4 859 Micropterus Fish
3 801 Oncorhynchus Fish
2 733 Ceriodaphnia Invert
1 333 Daphnia Invert
N Rank Genus GMAV ln(GMAV) ln(GMAV)2 P=R(N+1) sqrt(P) N Rank Genus GMCV ln(GMCV) ln(GMCV)2 P=R(N+1) sqrt(P)
18 4 Micropterus 859 676 4564 0211 0459 12 4 Salvelinus 129 486 2364 0308 0555
3 Oncorhynchus 801 669 4469 0158 0397 3 Ceriodaphnia 118 477 2277 0231 0480
2 Ceriodaphnia 733 660 4352 0105 0324 2 Salmo 111 471 2220 0154 0392
1 Daphnia 333 581 3374 0053 0229 1 Lampsilis 104 465 2159 0077 0277
Sum 2585 1676 0526 141 Sum 1899 902 0769 170
S2 = 1987 S2 = 059
L = 4890 L = 4420
A = 5887 A = 4592
FAV = 360 FCV = 987
CMC = 180
All concentrations reported are microgL total Aluminum
lt-----Click Button after entering data
ENTER DATA HERE ERRORNUM ACUTE CHRONIC
Rank 1 Rank 2 Rank 3 Rank 4 Rank 1 Rank 2 Rank 3 Rank 4
SiteName DOC(mgL) Hardness(mgL as CaCO3) pH FAV CMC CCC Genus GMAV Genus GMAV Genus GMAV Genus GMAV Genus GMCV Genus GMCV Genus GMCV Genus GMCV
Site 1 50 25 9 75428737034162 35229324666008 1800 770 Daphnia 33452 Ceriodaphnia 73576 Stenocypris 102576 Crangonyx 122230 Lampsilis 10463 Ceriodaphnia 11865 Hyalella 17200 Brachionus 25648
Site 2 50 50 9 75428737034162 31204991509063 1600 680 Daphnia 29631 Ceriodaphnia 65171 Stenocypris 90859 Crangonyx 108267 Lampsilis 9268 Ceriodaphnia 10510 Hyalella 15236 Brachionus 22718
Site 3 50 75 9 75428737034162 29067527928199 1500 640 Daphnia 27601 Ceriodaphnia 60707 Stenocypris 84635 Crangonyx 100851 Lampsilis 8633 Ceriodaphnia 9790 Hyalella 14192 Brachionus 21162
Site 4 50 100 9 75428737034162 27640367912592 1400 600 Daphnia 26246 Ceriodaphnia 57726 Stenocypris 80480 Crangonyx 95899 Lampsilis 8209 Ceriodaphnia 9309 Hyalella 13495 Brachionus 20123
Site 5 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 6 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 7 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 8 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 9 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 10 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 11 50 25 85 75428737034162 63245275664384 3200 1400 Daphnia 60055 Ceriodaphnia 132086 Stenocypris 184149 Crangonyx 219432 Lampsilis 18783 Ceriodaphnia 21301 Hyalella 30879 Brachionus 46045
Site 12 50 50 85 75428737034162 61388044609926 3100 1300 Daphnia 58291 Ceriodaphnia 128208 Stenocypris 178742 Crangonyx 212988 Lampsilis 18232 Ceriodaphnia 20676 Hyalella 29972 Brachionus 44693
Site 13 50 75 85 75428737034162 60327020429132 3000 1300 Daphnia 57284 Ceriodaphnia 125992 Stenocypris 175652 Crangonyx 209307 Lampsilis 17917 Ceriodaphnia 20318 Hyalella 29454 Brachionus 43920
Site 14 50 100 85 75428737034162 59585352130146 3000 1300 Daphnia 56580 Ceriodaphnia 124443 Stenocypris 173493 Crangonyx 206734 Lampsilis 17696 Ceriodaphnia 20068 Hyalella 29092 Salmo 41264
Site 15 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 16 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 17 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 18 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 19 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 20 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Appendix C Acceptable Chronic Toxicity Data of Aluminum to Freshwater Aquatic Animals
MLR equation
Species Hardness (mgL as CaCO3) pH DOC(mgL) EC20 Endpoint EC20(microgL) Normalized Conc- EC20(microgL) SMCV-EC20(microgL) GMCV-EC20(microgL) Genus DOC Notes Dilution water
Oligochaete Aeolosoma sp 48 6 025 Reproduction (population size) 1235 17098 17098 17098 Aeolosoma Invert Author reported half the detection limit
Rotifer Brachionus calyciflorus 100 62 025 Reproduction (population size) 431 2555 2555 2555 Brachionus Invert Author reported half the detection limit
Great pond snail Lymnaea stagnalis 117 61 025 Biomass 746 4877 4877 4877 Lymnaea Mollusk Author reported half the detection limit
Fatmucket Lampsilis siliquoidea 1055 604 040 Biomass 169 1042 1042 1042 Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia 50 715 11 Reproduction - youngstarting adult 1780 1898 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia 26 73 05 Reproduction - youngfemale 1557 2718 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 46 75 05 Reproduction - youngfemale 8087 1102 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 96 79 05 Reproduction - youngfemale 6519 796 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 194 81 05 Reproduction - youngfemale 6836 888 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 255 703 05 Reproduction (youngfemale) 250 563 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 713 05 Reproduction (youngfemale) 860 1061 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 25 798 05 Reproduction (youngfemale) 700 1006 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 61 803 05 Reproduction (youngfemale) 1010 1363 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 810 05 Reproduction (youngfemale) 870 1164 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 255 633 05 Reproduction (youngfemale) 260 1758 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 121 636 05 Reproduction (youngfemale) 390 1101 1182 1182 Ceriodaphnia Invert Author reported
Amphipod Hyalella azteca 95 61 051 Biomass (28 d) 1993 1014 Hyalella Author reported
Amphipod Hyalella azteca 106 604 033 Biomass (28 d) 425 2895 1713 1713 Hyalella Invert Author reported
Midge Chironomus riparius 118 558 18 Adult midge emergence 2955 1192 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 119 505 18 Adult midge emergence 8442 22578 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 91 66 051 Reproduction ( of eggscase) 3387 7664 5908 5908 Chironomus Invert Author reported
Atlantic salmon Salmo salar 127 57 18 Biomass 6156 5085 5085 5085 Salmo Fish Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Brook trout Salvelinus fontinalis 123 655 19 Biomass 1644 270 Salvelinus Author reported wellRO mix
Brook trout Salvelinus fontinalis 128 565 18 Biomass 1435 1295 5914 5914 Salvelinus Fish Author reported wellRO mix
Fathead minnow Pimephales promelas 220 770 16 Biomass 6194 3569 Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation well water
Fathead minnow Pimephales promelas 96 620 025 Fry survival 4286 1734 2488 2488 Pimephales Fish Author reported half the detection limit
Zebrafish Danio rerio 83 61 025 Biomass 2344 1102 1102 1102 Danio Fish Author reported half the detection limit
Wood frog Rana sylvatica 115 469 16 MATC-survival gt 2000 gt 9746 gt 9746 9746 gt Rana Amphib - Other Data Value is from 2007 FW Cu AWQC Appendix C recommendation aged tap water
Appendix A Acceptable Acute Toxicity Data of Aluminum to Freshwater Aquatic Animals
Species Methoda Hardness (mgL as CaCO3) pH DOC(mgL) LC50 or EC50 Conc (microgL) Reference Normalized Conc - LC50(microgL) Species Mean Acute Value(microgL) Genus Mean Acute Value(microgL) Genus DOC Note Dilution water
Snail Physa sp S M T 474 659 11 gt 23400 Call 1984 Call et al 1984 gt 48425 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 755 11 30600 Call 1984 Call et al 1984 26986 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 817 11 gt 24700 Call 1984 Call et al 1984 gt 24040 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 746 11 55500 Call 1984 Call et al 1984 50338 35462 35462 Physa Mollusk Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Fatmucket Lampsilis siliquoidea F M T 1060 612 048 gt 6302 Wang et al 2016 Wang et al 2017 gt 29834 gt 29834 29834 gt Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia S M A 500 742 11 1900 McCauley et al 1986 1728 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia S M A 505 786 11 1500 McCauley et al 1986 1294 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation UW-S Lake Superior lab water
Cladoceran Ceriodaphnia dubia S M A 500 813 11 2560 McCauley et al 1986 2431 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia R M T 26 75 05 720 ENSR 1992d 1113 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 46 76 05 1880 ENSR 1992d 2495 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 96 78 05 2450 ENSR 1992d 2894 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 3727 Fort and Stover 1995 5002 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 5673 Fort and Stover 1995 7613 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 89 76 05 2880 Soucek et al 2001 3362 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U T 106 601 05 7112 European Al Association 2009 1691 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 605 2 6865 European Al Association 2009 7088 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 609 4 15581 European Al Association 2009 10072 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 601 05 681 European Al Association 2009 1620 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 603 05 1630 European Al Association 2009 3674 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 597 05 1785 European Al Association 2009 4732 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 592 05 1410 European Al Association 2009 4295 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 699 05 gt 1300 European Al Association 2009 gt 4189 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 785 05 gt 5000 European Al Association 2009 gt 7960 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 68 2 gt 10000 European Al Association 2009 gt 20755 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 782 2 gt 15000 European Al Association 2009 gt 11626 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 677 4 gt 10000 European Al Association 2009 gt 15161 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 766 4 gt 15000 European Al Association 2009 gt 8608 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 79 05 gt 2000 European Al Association 2009 gt 3150 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 789 05 gt 2000 European Al Association 2009 gt 3156 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 604 05 1108 European Al Association 2009 850 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 598 2 11371 European Al Association 2009 4817 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 573 4 80467 European Al Association 2009 43570 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 671 05 gt 10000 European Al Association 2009 gt 23786 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 783 05 gt 5000 European Al Association 2009 gt 6344 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 679 2 gt 10000 European Al Association 2009 gt 10394 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 767 2 gt 15000 European Al Association 2009 gt 9082 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 668 4 gt 15000 European Al Association 2009 gt 12461 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 762 4 gt 15000 European Al Association 2009 gt 6332 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 606 2 33868 European Al Association 2009 7920 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 56 4 104842 European Al Association 2009 48800 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 693 05 gt 5000 European Al Association 2009 gt 7126 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 788 05 gt 5000 European Al Association 2009 gt 5898 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 676 2 gt 15000 European Al Association 2009 gt 12117 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 771 2 gt 15000 European Al Association 2009 gt 8096 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 66 4 gt 15000 European Al Association 2009 gt 10139 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 76 4 gt 15000 European Al Association 2009 gt 5545 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11971 European Al Association 2010 2699 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 27478 European Al Association 2010 6194 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11998 European Al Association 2010 2705 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 607 05 92495 European Al Association 2010 1876 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 609 05 31337 European Al Association 2010 6035 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 61 05 33235 European Al Association 2010 6238 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 708 05 gt 8864 European Al Association 2010 gt 2534 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 779 05 gt 42783 European Al Association 2010 gt 6930 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 753 05 13204 European Al Association 2010 244 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 601 05 46326 European Al Association 2010 3798 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 599 05 gt 8590 European Al Association 2010 gt 7366 5094 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia reticulata F M T 451 60 11 304 Shephard 1983 2009 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia reticulata F M T 40 55 11 362 Shephard 1983 55307 10542 7328 Ceriodaphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake SuperiorDI Mix
Cladoceran Daphnia magna S U NR 453 774 11 3900 Biesinger and Christensen 1972 3382 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S M T 220 76 16 38200 Kimball 1978 20303 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Well water
Cladoceran Daphnia magna S U T 451 725 11 2800 Shephard 1983 2868 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S U T 168 599 05 5000 European Al Association 2009 gt 2265 - Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Daphnia magna S U T 168 792 05 7950 European Al Association 2009 920 3332 3332 Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Ostracod Stenocypris major R M T 1563 651 16 310196 Shuhaimi-Othman et al 2011a 10216 10216 10216 Stenocypris Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Malaysia)
Amphipod Crangonyx pseudogracilis R U T 50 675 16 9190 Martin and Holdich 1986 12174 12174 12174 Crangonyx Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (UK)
Amphipod Hyalella azteca F M T 105 613 048 gt 5997 Wang et al 2016 Wang et al 2017 gt 28002 gt 28002 28002 gt Hyalella Invert Author reported
Stonefly Acroneuria sp S M T 474 746 11 gt 22600 Call et al 1984 gt 20498 gt 20498 20498 gt Acroneuria Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Midge Chironomus plumosus S U T 80 70 16 30000 Fargasova 2001 25361 25361 25361 Chironomus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Slovakia)
Midge Paratanytarsus dissimilis S M T 1743 728 28 gt 77700 Lamb and Bailey 1981 1983 gt 62318 gt 62318 62318 gt Paratanytarsus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Liberty Lake Washington
Rainbow trout Oncorhynchus mykiss F M T 274 758 05 gt 9840 Gundersen et al 1994 gt 5745 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 452 762 05 gt 8070 Gundersen et al 1994 gt 5212 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 895 758 05 gt 8160 Gundersen et al 1994 gt 6807 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1304 758 05 gt 8200 Gundersen et al 1994 gt 7662 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 232 825 05 6170 Gundersen et al 1994 1190 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 350 826 05 6170 Gundersen et al 1994 1523 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 836 829 05 7670 Gundersen et al 1994 3205 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1158 830 05 6930 Gundersen et al 1994 3554 3661 3661 Oncorhynchus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Atlantic salmon Salmo salar S U T 68 55 05 584 Hamilton and Haines 1995 21042 - Salmo Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Atlantic salmon Salmo salar S U T 68 65 05 599 Hamilton and Haines 1995 2430 7151 7151 Salmo Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Brook trout Salvelinus fontinalis S U T 40 56 16 6530 Tandjung 1982 31767 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 18 56 16 3400 Tandjung 1982 28391 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 2 56 16 370 Tandjung 1982 13663 23097 23097 Salvelinus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green sunfish Lepomis cyanellus S M T 474 755 11 gt 50000 Call et al 1984 gt 24028 gt 24028 24028 gt Lepomis Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Rio Grande silvery minnow Hybognathus amarus R M T 140 81 05 gt 59100 Buhl 2002 gt 39414 gt 39414 39414 gt Hybognathus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Fathead minnow Pimephales promelas S M T 474 761 11 gt 48200 Call et al 1984 gt 21522 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas S M T 474 805 11 gt 49800 Call et al 1984 gt 12972 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas R M T 26 78 05 1160 ENSR 1992c 477 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 46 76 05 8180 ENSR 1992c 5446 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 96 81 05 20300 ENSR 1992c 10966 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 194 81 05 44800 ENSR 1992c 35847 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 140 81 05 gt 59100 Buhl 2002 gt 39414 10168 10168 Pimephales Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Smallmouth bass Micropterus dolomieui S M T 1245 505 16 130 Kane and Rabeni 1987 3929 3929 3929 Micropterus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green tree frog Hyla cinerea R M T 455 549 05 gt 4052 Jung and Jagoe 1995 gt 20016 gt 20016 20016 gt Hyla Amphibian Value is from 2007 FW Cu AWQC Appendix C recommendation artificial soft recon
Normalization Chemistry
pH 7 FAV 2741
Hardness 100 CMC 1400
DOC 1 CCC 390
Acute Ranked GMAV Chronic Ranked GMCV
Rank GMAV Genus Rank GMCV Genus
18 gt 62318 Paratanytarsus Invert 12 17098 Aeolosoma Invert
17 gt 39414 Hybognathus Fish 11 gt 9746 Rana Amphib - Other Data
16 35462 Physa Mollusk 10 5908 Chironomus Invert
15 gt 29834 Lampsilis Mollusk 9 4877 Lymnaea Mollusk
14 gt 28002 Hyalella Invert 8 2555 Brachionus Invert
13 25361 Chironomus Invert 7 2488 Pimephales Fish
12 gt 24028 Lepomis Fish 6 1713 Hyalella Invert
11 23097 Salvelinus Fish 5 1182 Ceriodaphnia Invert
10 gt 20498 Acroneuria Invert 4 1102 Danio Fish
9 gt 20016 Hyla Amphibian 3 1042 Lampsilis Mollusk
8 12174 Crangonyx Invert 2 591 Salvelinus Fish
7 10216 Stenocypris Invert 1 509 Salmo Fish
6 10168 Pimephales Fish
5 7328 Ceriodaphnia Invert
4 7151 Salmo Fish
3 3929 Micropterus Fish
2 3661 Oncorhynchus Fish
1 3332 Daphnia Invert
N Rank Genus GMAV ln(GMAV) ln(GMAV)2 P=R(N+1) sqrt(P) N Rank Genus GMCV ln(GMCV) ln(GMCV)2 P=R(N+1) sqrt(P)
18 4 Salmo 7151 887 7876 0211 0459 12 4 Danio 1102 700 4907 0308 0555
3 Micropterus 3929 828 6849 0158 0397 3 Lampsilis 1042 695 4829 0231 0480
2 Oncorhynchus 3661 821 6733 0105 0324 2 Salvelinus 591 638 4074 0154 0392
1 Daphnia 3332 811 6579 0053 0229 1 Salmo 509 623 3883 0077 0277
Sum 3347 2804 0526 141 Sum 2657 1769 0769 170
S2 = 1223 S2 = 1080
L = 7134 L = 5242
A = 7916 A = 5976
FAV = 2741 FCV = 3940
CMC = 1371
All concentrations reported are microgL total Aluminum
lt-----Click Button after entering data
ENTER DATA HERE ERRORNUM ACUTE CHRONIC
Rank 1 Rank 2 Rank 3 Rank 4 Rank 1 Rank 2 Rank 3 Rank 4
SiteName DOC(mgL) Hardness(mgL as CaCO3) pH FAV CMC CCC Genus GMAV Genus GMAV Genus GMAV Genus GMAV Genus GMCV Genus GMCV Genus GMCV Genus GMCV
Site 1 50 25 9 75428737034162 35229324666008 1800 770 Daphnia 33452 Ceriodaphnia 73576 Stenocypris 102576 Crangonyx 122230 Lampsilis 10463 Ceriodaphnia 11865 Hyalella 17200 Brachionus 25648
Site 2 50 50 9 75428737034162 31204991509063 1600 680 Daphnia 29631 Ceriodaphnia 65171 Stenocypris 90859 Crangonyx 108267 Lampsilis 9268 Ceriodaphnia 10510 Hyalella 15236 Brachionus 22718
Site 3 50 75 9 75428737034162 29067527928199 1500 640 Daphnia 27601 Ceriodaphnia 60707 Stenocypris 84635 Crangonyx 100851 Lampsilis 8633 Ceriodaphnia 9790 Hyalella 14192 Brachionus 21162
Site 4 50 100 9 75428737034162 27640367912592 1400 600 Daphnia 26246 Ceriodaphnia 57726 Stenocypris 80480 Crangonyx 95899 Lampsilis 8209 Ceriodaphnia 9309 Hyalella 13495 Brachionus 20123
Site 5 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 6 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 7 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 8 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 9 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 10 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 11 50 25 85 75428737034162 63245275664384 3200 1400 Daphnia 60055 Ceriodaphnia 132086 Stenocypris 184149 Crangonyx 219432 Lampsilis 18783 Ceriodaphnia 21301 Hyalella 30879 Brachionus 46045
Site 12 50 50 85 75428737034162 61388044609926 3100 1300 Daphnia 58291 Ceriodaphnia 128208 Stenocypris 178742 Crangonyx 212988 Lampsilis 18232 Ceriodaphnia 20676 Hyalella 29972 Brachionus 44693
Site 13 50 75 85 75428737034162 60327020429132 3000 1300 Daphnia 57284 Ceriodaphnia 125992 Stenocypris 175652 Crangonyx 209307 Lampsilis 17917 Ceriodaphnia 20318 Hyalella 29454 Brachionus 43920
Site 14 50 100 85 75428737034162 59585352130146 3000 1300 Daphnia 56580 Ceriodaphnia 124443 Stenocypris 173493 Crangonyx 206734 Lampsilis 17696 Ceriodaphnia 20068 Hyalella 29092 Salmo 41264
Site 15 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 16 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 17 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 18 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 19 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 20 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Page 19: Draft National 304(a) Aluminum Aquatic Life Criteria … · Draft National 304(a) Aluminum Aquatic Life Criteria ... [0.503×ln ... [0.494𝑝𝑝𝐻𝐻× ℎ𝑎𝑎:ln

Multiple Linear Regression (MLR) Models to Account for Effects of Water Chemistry

bull MLR models were developed for each species (DeForest et al 2017)ndash 119862119862 119889119889119906119906119887119887119894119894119886119886 11986411986411986211986220=119890119890[minus41026+[0525timesln(119863119863119874119874119862119862)]+[2201timesln(ℎ119886119886119903119903119889119889)]+(11282times119901119901119867119867)minus(0633times1199011199011198671198672)minus[0264times119901119901119867119867ln(ℎ119886119886119903119903119889119889)]]

ndash 119875119875 119901119901119903119903119900119900119898119898119890119890119897119897119886119886119904119904 11986411986411986211986220=119890119890[minus14029+[0503timesln(119863119863119874119874119862119862)]+[3443timesln(ℎ119886119886119903119903119889119889)]+(3131times119901119901119867119867)minus[0494times119901119901119867119867ln(ℎ119886119886119903119903119889119889)]]

bull These models were applied to both the acute and chronic aluminum toxicity datandash The C dubia model was applied to invertebrate datandash The P promelas model was applied to vertebrate data

19

III Normalize toxicity data in species sensitivity distribution to a set of water

quality conditionsbull Just like single parameter hardness models the MLR

models were used to normalize the aluminum toxicity data to a single set of water quality conditionsndash As an illustration for one set of calculations the draft

aluminum AWQC set these conditions to pH 7 hardness of 100 mgL and DOC of 1 mgL

bull This allows for comparisons to be made between species based on their sensitivity to aluminumndash Apples to apples

20

IV Construct sensitivity distribution to determine criteria at set conditions

21

Figure 8 Ranked Summary of Total Aluminum Genus Mean Acute Values (GMAVs) - Freshwater at pH 7 Hardness of 100 mgL and DOC of 1 mgL

IV Construct sensitivity distribution to determine criteria at set conditions

22

Figure 10 Ranked Summary of Total Aluminum Genus Mean Chronic Values (GMCVs) ndash Freshwater Supplemented with Other Data to Fulfill Missing MDRs at pH 7 Hardness of 100 mgL and DOC of 1 mgL

Aluminum Criteria Calculatorbull The relative ranking of genera in the sensitivity

distribution to which the toxicity data are normalized will change based on the set of water chemistry conditions (ie pH hardness and DOC)

bull To make calculating aluminum criteria easier EPA developed an Aluminum Criteria Calculatorndash Automated so that user only needs to enter water chemistry

conditions of interestndash Allows quick calculations for a variety of conditionsndash Limits calculations to the recommended conditions for which

the MLR models were developed were specified for hardness and DOC

bull No extrapolation beyond hardness and DOC empirical data bounds

23

Aluminum Criteria Calculator SD Example

24

pH=7 Hardness=100 DOC=1 pH=6 Hardness=25 DOC=1

Chronic Ranked GMCVRank GMCV Genus

12 17098 Aeolosoma Invert11 gt 9746 Rana Amphib - Other Data10 5908 Chironomus Invert

9 4877 Lymnaea Mollusk8 2555 Brachionus Invert7 2488 Pimephales Fish6 1713 Hyalella Invert5 1182 Ceriodaphnia Invert4 1102 Danio Fish3 1042 Lampsilis Mollusk2 591 Salvelinus Fish1 509 Salmo Fish

FCV = 3940 microgL total aluminum

Chronic Ranked GMCVRank GMCV Genus

12 gt 2131 Rana Amphib - Other Data11 1710 Aeolosoma Invert10 591 Chironomus Invert

9 544 Pimephales Fish8 488 Lymnaea Mollusk7 255 Brachionus Invert6 241 Danio Fish5 171 Hyalella Invert4 129 Salvelinus Fish3 118 Ceriodaphnia Invert2 111 Salmo Fish1 104 Lampsilis Mollusk

FCV = 987 microgL total aluminum

Multiple Scenarios

Run Scenarios

Summary Sheet

Acute Dataset

Chronic Dataset

Multiple Scenarios

Run Scenarios

Summary Sheet

Acute Dataset

Chronic Dataset

Boundaries of the Criteria Outputsbull MLR models were developed using data that

encompassndash DOC range of 008-5 mgLndash Hardness range of 98-127 mgL (as CaCO3)ndash pH range of 6-81

bull MLR criteria outputs are bounded atndash Maximum of 150 mgL total hardness (as CaCO3)

ndash DOC of 50 mgLndash pH range of the model is 50 to 90

25

Aluminum Criteria Look-Up Tables

26

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=05 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 23 a 14 b 69 c 160 f 350 f 620 i 540 b 410 a 230 a

50 43 a 24 b 100 d 170 f 310 f 630 f 670 j 400 a 200 a

75 61 a 33 b 130 e 180 f 290 f 530 f 730 i 390 a 190 a

100 78 a 41 b 150 e 190 f 280 g 460 f 770 c 390 a 180 a

150 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

200 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

250 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

300 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

350 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

400 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

Aluminum Criteria Look-Up Tables

27

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=10 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 33 a 21 b 99 c 220 f 490 f 900 i 780 b 590 a 330 a

50 61 a 35 b 150 e 250 f 440 f 890 f 960 j 580 a 290 a

75 88 a 47 b 180 e 260 f 410 f 740 f 1100 i 570 a 270 a

100 11 a 59 b 210 e 270 f 390 g 650 f 1100 c 560 b 260 a

150 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

200 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

250 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

300 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

350 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

400 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

Aluminum Criteria Look-Up Tables

28

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=25 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 54 a 34 b 160 c 350 f 770 f 1500 i 1300 b 960 a 540 a

50 99 a 57 b 230 e 390 f 690 f 1400 f 1600 j 930 a 470 a

75 14 a 77 b 290 e 410 f 640 f 1200 f 1700 i 920 a 440 a

100 18 a 96 b 330 e 420 f 620 g 1000 f 1800 d 920 b 420 a

150 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

200 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

250 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

300 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

350 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

400 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

Aluminum Criteria Look-Up Tables

29

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=50 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 77 a 49 b 230 c 500 f 1100 f 2100 c 1900 b 1400 a 770 a

50 14 a 82 b 330 e 540 f 970 f 2000 f 2200 j 1300 a 680 a

75 20 a 110 b 410 e 570 f 900 f 1600 f 2500 i 1300 a 640 a

100 26 a 140 b 460 f 590 f 880 g 1400 f 2500 d 1300 b 600 a

150 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

200 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

250 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

300 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

350 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

400 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

Status

30

bull Draft Document Released to the Federal Register on 72817ndash Public comment period of 60 days ndash Due Date for Comments is 92617

bull Revisions will be made considering public commentsbull Subsequent EPA intra-agency review of final criteria

document will then be conducted bull Publication of final criteria document planned for Late Fall

2017

Federal Register Webpagehttpswwwfederalregistergovdocuments201

707282017-15968request-for-scientific-views-draft-updated-aquatic-life-ambient-water-quality-criteria-for-aluminum

Aluminum Criteria Webpagehttpswwwepagovwqc2017-draft-aquatic-life-

criteria-aluminum-freshwater-documents

31

Contact Information

Aluminum Criteria Lead Diana EignorEignorDianaepagov

202-566-1143

Kathryn Gallagher Branch Chiefgallagherkathrynepagov

202-564-1398 32

  • Draft National 304(a) Aluminum Aquatic Life Criteria
  • Slide Number 2
  • Overview
  • Sources of Aluminum
  • Current 1988 Aluminum Criteria
  • Current 1988 Aluminum Criteria
  • Aluminum Standards
  • Criteria Development Process
  • Framework for Updated Draft Aluminum Criteria
  • I Screen toxicological studies for high quality data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Slide Number 14
  • EstuarineMarine Minimum Data Requirements
  • II Evaluate water quality conditions to determine applicability
  • Multiple Bioavailability Modeling Approaches Underwent External Peer Review
  • Accounting for Effects of Water Chemistry on Bioavailability and Toxicity
  • Multiple Linear Regression (MLR) Models to Account for Effects of Water Chemistry
  • III Normalize toxicity data in species sensitivity distribution to a set of water quality conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • Aluminum Criteria Calculator
  • Aluminum Criteria Calculator SD Example
  • Boundaries of the Criteria Outputs
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Status
  • Slide Number 31
  • Contact Information
Appendix C Acceptable Chronic Toxicity Data of Aluminum to Freshwater Aquatic Animals
MLR equation
Species Hardness (mgL as CaCO3) pH DOC(mgL) EC20 Endpoint EC20(microgL) Normalized Conc- EC20(microgL) SMCV-EC20(microgL) GMCV-EC20(microgL) Genus DOC Notes Dilution water
Oligochaete Aeolosoma sp 48 6 025 Reproduction (population size) 1235 1710 1710 1710 Aeolosoma Invert Author reported half the detection limit
Rotifer Brachionus calyciflorus 100 62 025 Reproduction (population size) 431 255 255 255 Brachionus Invert Author reported half the detection limit
Great pond snail Lymnaea stagnalis 117 61 025 Biomass 746 488 488 488 Lymnaea Mollusk Author reported half the detection limit
Fatmucket Lampsilis siliquoidea 1055 604 040 Biomass 169 104 104 104 Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia 50 715 11 Reproduction - youngstarting adult 1780 190 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia 26 73 05 Reproduction - youngfemale 1557 272 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 46 75 05 Reproduction - youngfemale 8087 110 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 96 79 05 Reproduction - youngfemale 6519 80 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 194 81 05 Reproduction - youngfemale 6836 89 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 255 703 05 Reproduction (youngfemale) 250 56 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 713 05 Reproduction (youngfemale) 860 106 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 25 798 05 Reproduction (youngfemale) 700 101 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 61 803 05 Reproduction (youngfemale) 1010 136 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 810 05 Reproduction (youngfemale) 870 116 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 255 633 05 Reproduction (youngfemale) 260 176 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 121 636 05 Reproduction (youngfemale) 390 110 118 118 Ceriodaphnia Invert Author reported
Amphipod Hyalella azteca 95 61 051 Biomass (28 d) 1993 101 Hyalella Author reported
Amphipod Hyalella azteca 106 604 033 Biomass (28 d) 425 289 171 171 Hyalella Invert Author reported
Midge Chironomus riparius 118 558 18 Adult midge emergence 2955 119 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 119 505 18 Adult midge emergence 8442 2258 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 91 66 051 Reproduction ( of eggscase) 3387 766 591 591 Chironomus Invert Author reported
Atlantic salmon Salmo salar 127 57 18 Biomass 6156 1112 1112 1112 Salmo Fish Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Brook trout Salvelinus fontinalis 123 655 19 Biomass 1644 59 Salvelinus Author reported wellRO mix
Brook trout Salvelinus fontinalis 128 565 18 Biomass 1435 283 1293 1293 Salvelinus Fish Author reported wellRO mix
Fathead minnow Pimephales promelas 220 770 16 Biomass 6194 781 Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation well water
Fathead minnow Pimephales promelas 96 620 025 Fry survival 4286 379 544 544 Pimephales Fish Author reported half the detection limit
Zebrafish Danio rerio 83 61 025 Biomass 2344 241 241 241 Danio Fish Author reported half the detection limit
Wood frog Rana sylvatica 115 469 16 MATC-survival gt 2000 gt 2131 gt 2131 2131 gt Rana Amphib - Other Data Value is from 2007 FW Cu AWQC Appendix C recommendation aged tap water
Appendix A Acceptable Acute Toxicity Data of Aluminum to Freshwater Aquatic Animals
Species Methoda Hardness (mgL as CaCO3) pH DOC(mgL) LC50 or EC50 Conc (microgL) Reference Normalized Conc - LC50(microgL) Species Mean Acute Value(microgL) Genus Mean Acute Value(microgL) Genus DOC Note Dilution water
Snail Physa sp S M T 474 659 11 gt 23400 Call 1984 Call et al 1984 gt 4843 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 755 11 30600 Call 1984 Call et al 1984 2699 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 817 11 gt 24700 Call 1984 Call et al 1984 gt 2404 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 746 11 55500 Call 1984 Call et al 1984 5034 3546 3546 Physa Mollusk Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Fatmucket Lampsilis siliquoidea F M T 1060 612 048 gt 6302 Wang et al 2016 Wang et al 2017 gt 2983 gt 2983 2983 gt Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia S M A 500 742 11 1900 McCauley et al 1986 173 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia S M A 505 786 11 1500 McCauley et al 1986 129 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation UW-S Lake Superior lab water
Cladoceran Ceriodaphnia dubia S M A 500 813 11 2560 McCauley et al 1986 243 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia R M T 26 75 05 720 ENSR 1992d 111 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 46 76 05 1880 ENSR 1992d 250 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 96 78 05 2450 ENSR 1992d 289 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 3727 Fort and Stover 1995 500 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 5673 Fort and Stover 1995 761 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 89 76 05 2880 Soucek et al 2001 336 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U T 106 601 05 7112 European Al Association 2009 169 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 605 2 6865 European Al Association 2009 709 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 609 4 15581 European Al Association 2009 1007 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 601 05 681 European Al Association 2009 162 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 603 05 1630 European Al Association 2009 367 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 597 05 1785 European Al Association 2009 473 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 592 05 1410 European Al Association 2009 429 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 699 05 gt 1300 European Al Association 2009 gt 419 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 785 05 gt 5000 European Al Association 2009 gt 796 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 68 2 gt 10000 European Al Association 2009 gt 2076 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 782 2 gt 15000 European Al Association 2009 gt 1163 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 677 4 gt 10000 European Al Association 2009 gt 1516 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 766 4 gt 15000 European Al Association 2009 gt 861 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 79 05 gt 2000 European Al Association 2009 gt 315 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 789 05 gt 2000 European Al Association 2009 gt 316 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 604 05 1108 European Al Association 2009 85 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 598 2 11371 European Al Association 2009 482 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 573 4 80467 European Al Association 2009 4357 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 671 05 gt 10000 European Al Association 2009 gt 2379 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 783 05 gt 5000 European Al Association 2009 gt 634 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 679 2 gt 10000 European Al Association 2009 gt 1039 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 767 2 gt 15000 European Al Association 2009 gt 908 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 668 4 gt 15000 European Al Association 2009 gt 1246 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 762 4 gt 15000 European Al Association 2009 gt 633 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 606 2 33868 European Al Association 2009 792 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 56 4 104842 European Al Association 2009 4880 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 693 05 gt 5000 European Al Association 2009 gt 713 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 788 05 gt 5000 European Al Association 2009 gt 590 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 676 2 gt 15000 European Al Association 2009 gt 1212 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 771 2 gt 15000 European Al Association 2009 gt 810 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 66 4 gt 15000 European Al Association 2009 gt 1014 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 76 4 gt 15000 European Al Association 2009 gt 555 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11971 European Al Association 2010 270 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 27478 European Al Association 2010 619 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11998 European Al Association 2010 270 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 607 05 92495 European Al Association 2010 188 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 609 05 31337 European Al Association 2010 604 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 61 05 33235 European Al Association 2010 624 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 708 05 gt 8864 European Al Association 2010 gt 253 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 779 05 gt 42783 European Al Association 2010 gt 693 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 753 05 13204 European Al Association 2010 24 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 601 05 46326 European Al Association 2010 380 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 599 05 gt 8590 European Al Association 2010 gt 737 509 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia reticulata F M T 451 60 11 304 Shephard 1983 201 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia reticulata F M T 40 55 11 362 Shephard 1983 5531 1054 733 Ceriodaphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake SuperiorDI Mix
Cladoceran Daphnia magna S U NR 453 774 11 3900 Biesinger and Christensen 1972 338 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S M T 220 76 16 38200 Kimball 1978 2030 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Well water
Cladoceran Daphnia magna S U T 451 725 11 2800 Shephard 1983 287 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S U T 168 599 05 5000 European Al Association 2009 gt 227 - Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Daphnia magna S U T 168 792 05 7950 European Al Association 2009 92 333 333 Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Ostracod Stenocypris major R M T 1563 651 16 310196 Shuhaimi-Othman et al 2011a 1022 1022 1022 Stenocypris Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Malaysia)
Amphipod Crangonyx pseudogracilis R U T 50 675 16 9190 Martin and Holdich 1986 1217 1217 1217 Crangonyx Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (UK)
Amphipod Hyalella azteca F M T 105 613 048 gt 5997 Wang et al 2016 Wang et al 2017 gt 2800 gt 2800 2800 gt Hyalella Invert Author reported
Stonefly Acroneuria sp S M T 474 746 11 gt 22600 Call et al 1984 gt 2050 gt 2050 2050 gt Acroneuria Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Midge Chironomus plumosus S U T 80 70 16 30000 Fargasova 2001 2536 2536 2536 Chironomus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Slovakia)
Midge Paratanytarsus dissimilis S M T 1743 728 28 gt 77700 Lamb and Bailey 1981 1983 gt 6232 gt 6232 6232 gt Paratanytarsus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Liberty Lake Washington
Rainbow trout Oncorhynchus mykiss F M T 274 758 05 gt 9840 Gundersen et al 1994 gt 1256 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 452 762 05 gt 8070 Gundersen et al 1994 gt 1140 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 895 758 05 gt 8160 Gundersen et al 1994 gt 1489 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1304 758 05 gt 8200 Gundersen et al 1994 gt 1676 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 232 825 05 6170 Gundersen et al 1994 260 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 350 826 05 6170 Gundersen et al 1994 333 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 836 829 05 7670 Gundersen et al 1994 701 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1158 830 05 6930 Gundersen et al 1994 777 801 801 Oncorhynchus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Atlantic salmon Salmo salar S U T 68 55 05 584 Hamilton and Haines 1995 4602 - Salmo Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Atlantic salmon Salmo salar S U T 68 65 05 599 Hamilton and Haines 1995 531 1564 1564 Salmo Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Brook trout Salvelinus fontinalis S U T 40 56 16 6530 Tandjung 1982 6947 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 18 56 16 3400 Tandjung 1982 6209 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 2 56 16 370 Tandjung 1982 2988 5051 5051 Salvelinus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green sunfish Lepomis cyanellus S M T 474 755 11 gt 50000 Call et al 1984 gt 5255 gt 5255 5255 gt Lepomis Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Rio Grande silvery minnow Hybognathus amarus R M T 140 81 05 gt 59100 Buhl 2002 gt 8620 gt 8620 8620 gt Hybognathus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Fathead minnow Pimephales promelas S M T 474 761 11 gt 48200 Call et al 1984 gt 4707 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas S M T 474 805 11 gt 49800 Call et al 1984 gt 2837 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas R M T 26 78 05 1160 ENSR 1992c 104 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 46 76 05 8180 ENSR 1992c 1191 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 96 81 05 20300 ENSR 1992c 2398 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 194 81 05 44800 ENSR 1992c 7839 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 140 81 05 gt 59100 Buhl 2002 gt 8620 2224 2224 Pimephales Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Smallmouth bass Micropterus dolomieui S M T 1245 505 16 130 Kane and Rabeni 1987 859 859 859 Micropterus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green tree frog Hyla cinerea R M T 455 549 05 gt 4052 Jung and Jagoe 1995 gt 4377 gt 4377 4377 gt Hyla Amphibian Value is from 2007 FW Cu AWQC Appendix C recommendation artificial soft recon
Normalization Chemistry
pH 6 FAV 360
Hardness 25 CMC 180
DOC 1 CCC 99
Acute Ranked GMAV Chronic Ranked GMCV
Rank GMAV Genus Rank GMCV Genus
18 gt 8620 Hybognathus Fish 12 gt 2131 Rana Amphib - Other Data
17 gt 6232 Paratanytarsus Invert 11 1710 Aeolosoma Invert
16 gt 5255 Lepomis Fish 10 591 Chironomus Invert
15 5051 Salvelinus Fish 9 544 Pimephales Fish
14 gt 4377 Hyla Amphibian 8 488 Lymnaea Mollusk
13 3546 Physa Mollusk 7 255 Brachionus Invert
12 gt 2983 Lampsilis Mollusk 6 241 Danio Fish
11 gt 2800 Hyalella Invert 5 171 Hyalella Invert
10 2536 Chironomus Invert 4 129 Salvelinus Fish
9 2224 Pimephales Fish 3 118 Ceriodaphnia Invert
8 gt 2050 Acroneuria Invert 2 111 Salmo Fish
7 1564 Salmo Fish 1 104 Lampsilis Mollusk
6 1217 Crangonyx Invert
5 1022 Stenocypris Invert
4 859 Micropterus Fish
3 801 Oncorhynchus Fish
2 733 Ceriodaphnia Invert
1 333 Daphnia Invert
N Rank Genus GMAV ln(GMAV) ln(GMAV)2 P=R(N+1) sqrt(P) N Rank Genus GMCV ln(GMCV) ln(GMCV)2 P=R(N+1) sqrt(P)
18 4 Micropterus 859 676 4564 0211 0459 12 4 Salvelinus 129 486 2364 0308 0555
3 Oncorhynchus 801 669 4469 0158 0397 3 Ceriodaphnia 118 477 2277 0231 0480
2 Ceriodaphnia 733 660 4352 0105 0324 2 Salmo 111 471 2220 0154 0392
1 Daphnia 333 581 3374 0053 0229 1 Lampsilis 104 465 2159 0077 0277
Sum 2585 1676 0526 141 Sum 1899 902 0769 170
S2 = 1987 S2 = 059
L = 4890 L = 4420
A = 5887 A = 4592
FAV = 360 FCV = 987
CMC = 180
All concentrations reported are microgL total Aluminum
lt-----Click Button after entering data
ENTER DATA HERE ERRORNUM ACUTE CHRONIC
Rank 1 Rank 2 Rank 3 Rank 4 Rank 1 Rank 2 Rank 3 Rank 4
SiteName DOC(mgL) Hardness(mgL as CaCO3) pH FAV CMC CCC Genus GMAV Genus GMAV Genus GMAV Genus GMAV Genus GMCV Genus GMCV Genus GMCV Genus GMCV
Site 1 50 25 9 75428737034162 35229324666008 1800 770 Daphnia 33452 Ceriodaphnia 73576 Stenocypris 102576 Crangonyx 122230 Lampsilis 10463 Ceriodaphnia 11865 Hyalella 17200 Brachionus 25648
Site 2 50 50 9 75428737034162 31204991509063 1600 680 Daphnia 29631 Ceriodaphnia 65171 Stenocypris 90859 Crangonyx 108267 Lampsilis 9268 Ceriodaphnia 10510 Hyalella 15236 Brachionus 22718
Site 3 50 75 9 75428737034162 29067527928199 1500 640 Daphnia 27601 Ceriodaphnia 60707 Stenocypris 84635 Crangonyx 100851 Lampsilis 8633 Ceriodaphnia 9790 Hyalella 14192 Brachionus 21162
Site 4 50 100 9 75428737034162 27640367912592 1400 600 Daphnia 26246 Ceriodaphnia 57726 Stenocypris 80480 Crangonyx 95899 Lampsilis 8209 Ceriodaphnia 9309 Hyalella 13495 Brachionus 20123
Site 5 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 6 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 7 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 8 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 9 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 10 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 11 50 25 85 75428737034162 63245275664384 3200 1400 Daphnia 60055 Ceriodaphnia 132086 Stenocypris 184149 Crangonyx 219432 Lampsilis 18783 Ceriodaphnia 21301 Hyalella 30879 Brachionus 46045
Site 12 50 50 85 75428737034162 61388044609926 3100 1300 Daphnia 58291 Ceriodaphnia 128208 Stenocypris 178742 Crangonyx 212988 Lampsilis 18232 Ceriodaphnia 20676 Hyalella 29972 Brachionus 44693
Site 13 50 75 85 75428737034162 60327020429132 3000 1300 Daphnia 57284 Ceriodaphnia 125992 Stenocypris 175652 Crangonyx 209307 Lampsilis 17917 Ceriodaphnia 20318 Hyalella 29454 Brachionus 43920
Site 14 50 100 85 75428737034162 59585352130146 3000 1300 Daphnia 56580 Ceriodaphnia 124443 Stenocypris 173493 Crangonyx 206734 Lampsilis 17696 Ceriodaphnia 20068 Hyalella 29092 Salmo 41264
Site 15 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 16 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 17 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 18 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 19 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 20 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Appendix C Acceptable Chronic Toxicity Data of Aluminum to Freshwater Aquatic Animals
MLR equation
Species Hardness (mgL as CaCO3) pH DOC(mgL) EC20 Endpoint EC20(microgL) Normalized Conc- EC20(microgL) SMCV-EC20(microgL) GMCV-EC20(microgL) Genus DOC Notes Dilution water
Oligochaete Aeolosoma sp 48 6 025 Reproduction (population size) 1235 17098 17098 17098 Aeolosoma Invert Author reported half the detection limit
Rotifer Brachionus calyciflorus 100 62 025 Reproduction (population size) 431 2555 2555 2555 Brachionus Invert Author reported half the detection limit
Great pond snail Lymnaea stagnalis 117 61 025 Biomass 746 4877 4877 4877 Lymnaea Mollusk Author reported half the detection limit
Fatmucket Lampsilis siliquoidea 1055 604 040 Biomass 169 1042 1042 1042 Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia 50 715 11 Reproduction - youngstarting adult 1780 1898 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia 26 73 05 Reproduction - youngfemale 1557 2718 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 46 75 05 Reproduction - youngfemale 8087 1102 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 96 79 05 Reproduction - youngfemale 6519 796 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 194 81 05 Reproduction - youngfemale 6836 888 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 255 703 05 Reproduction (youngfemale) 250 563 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 713 05 Reproduction (youngfemale) 860 1061 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 25 798 05 Reproduction (youngfemale) 700 1006 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 61 803 05 Reproduction (youngfemale) 1010 1363 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 810 05 Reproduction (youngfemale) 870 1164 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 255 633 05 Reproduction (youngfemale) 260 1758 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 121 636 05 Reproduction (youngfemale) 390 1101 1182 1182 Ceriodaphnia Invert Author reported
Amphipod Hyalella azteca 95 61 051 Biomass (28 d) 1993 1014 Hyalella Author reported
Amphipod Hyalella azteca 106 604 033 Biomass (28 d) 425 2895 1713 1713 Hyalella Invert Author reported
Midge Chironomus riparius 118 558 18 Adult midge emergence 2955 1192 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 119 505 18 Adult midge emergence 8442 22578 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 91 66 051 Reproduction ( of eggscase) 3387 7664 5908 5908 Chironomus Invert Author reported
Atlantic salmon Salmo salar 127 57 18 Biomass 6156 5085 5085 5085 Salmo Fish Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Brook trout Salvelinus fontinalis 123 655 19 Biomass 1644 270 Salvelinus Author reported wellRO mix
Brook trout Salvelinus fontinalis 128 565 18 Biomass 1435 1295 5914 5914 Salvelinus Fish Author reported wellRO mix
Fathead minnow Pimephales promelas 220 770 16 Biomass 6194 3569 Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation well water
Fathead minnow Pimephales promelas 96 620 025 Fry survival 4286 1734 2488 2488 Pimephales Fish Author reported half the detection limit
Zebrafish Danio rerio 83 61 025 Biomass 2344 1102 1102 1102 Danio Fish Author reported half the detection limit
Wood frog Rana sylvatica 115 469 16 MATC-survival gt 2000 gt 9746 gt 9746 9746 gt Rana Amphib - Other Data Value is from 2007 FW Cu AWQC Appendix C recommendation aged tap water
Appendix A Acceptable Acute Toxicity Data of Aluminum to Freshwater Aquatic Animals
Species Methoda Hardness (mgL as CaCO3) pH DOC(mgL) LC50 or EC50 Conc (microgL) Reference Normalized Conc - LC50(microgL) Species Mean Acute Value(microgL) Genus Mean Acute Value(microgL) Genus DOC Note Dilution water
Snail Physa sp S M T 474 659 11 gt 23400 Call 1984 Call et al 1984 gt 48425 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 755 11 30600 Call 1984 Call et al 1984 26986 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 817 11 gt 24700 Call 1984 Call et al 1984 gt 24040 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 746 11 55500 Call 1984 Call et al 1984 50338 35462 35462 Physa Mollusk Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Fatmucket Lampsilis siliquoidea F M T 1060 612 048 gt 6302 Wang et al 2016 Wang et al 2017 gt 29834 gt 29834 29834 gt Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia S M A 500 742 11 1900 McCauley et al 1986 1728 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia S M A 505 786 11 1500 McCauley et al 1986 1294 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation UW-S Lake Superior lab water
Cladoceran Ceriodaphnia dubia S M A 500 813 11 2560 McCauley et al 1986 2431 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia R M T 26 75 05 720 ENSR 1992d 1113 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 46 76 05 1880 ENSR 1992d 2495 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 96 78 05 2450 ENSR 1992d 2894 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 3727 Fort and Stover 1995 5002 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 5673 Fort and Stover 1995 7613 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 89 76 05 2880 Soucek et al 2001 3362 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U T 106 601 05 7112 European Al Association 2009 1691 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 605 2 6865 European Al Association 2009 7088 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 609 4 15581 European Al Association 2009 10072 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 601 05 681 European Al Association 2009 1620 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 603 05 1630 European Al Association 2009 3674 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 597 05 1785 European Al Association 2009 4732 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 592 05 1410 European Al Association 2009 4295 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 699 05 gt 1300 European Al Association 2009 gt 4189 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 785 05 gt 5000 European Al Association 2009 gt 7960 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 68 2 gt 10000 European Al Association 2009 gt 20755 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 782 2 gt 15000 European Al Association 2009 gt 11626 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 677 4 gt 10000 European Al Association 2009 gt 15161 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 766 4 gt 15000 European Al Association 2009 gt 8608 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 79 05 gt 2000 European Al Association 2009 gt 3150 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 789 05 gt 2000 European Al Association 2009 gt 3156 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 604 05 1108 European Al Association 2009 850 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 598 2 11371 European Al Association 2009 4817 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 573 4 80467 European Al Association 2009 43570 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 671 05 gt 10000 European Al Association 2009 gt 23786 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 783 05 gt 5000 European Al Association 2009 gt 6344 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 679 2 gt 10000 European Al Association 2009 gt 10394 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 767 2 gt 15000 European Al Association 2009 gt 9082 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 668 4 gt 15000 European Al Association 2009 gt 12461 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 762 4 gt 15000 European Al Association 2009 gt 6332 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 606 2 33868 European Al Association 2009 7920 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 56 4 104842 European Al Association 2009 48800 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 693 05 gt 5000 European Al Association 2009 gt 7126 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 788 05 gt 5000 European Al Association 2009 gt 5898 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 676 2 gt 15000 European Al Association 2009 gt 12117 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 771 2 gt 15000 European Al Association 2009 gt 8096 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 66 4 gt 15000 European Al Association 2009 gt 10139 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 76 4 gt 15000 European Al Association 2009 gt 5545 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11971 European Al Association 2010 2699 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 27478 European Al Association 2010 6194 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11998 European Al Association 2010 2705 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 607 05 92495 European Al Association 2010 1876 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 609 05 31337 European Al Association 2010 6035 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 61 05 33235 European Al Association 2010 6238 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 708 05 gt 8864 European Al Association 2010 gt 2534 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 779 05 gt 42783 European Al Association 2010 gt 6930 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 753 05 13204 European Al Association 2010 244 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 601 05 46326 European Al Association 2010 3798 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 599 05 gt 8590 European Al Association 2010 gt 7366 5094 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia reticulata F M T 451 60 11 304 Shephard 1983 2009 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia reticulata F M T 40 55 11 362 Shephard 1983 55307 10542 7328 Ceriodaphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake SuperiorDI Mix
Cladoceran Daphnia magna S U NR 453 774 11 3900 Biesinger and Christensen 1972 3382 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S M T 220 76 16 38200 Kimball 1978 20303 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Well water
Cladoceran Daphnia magna S U T 451 725 11 2800 Shephard 1983 2868 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S U T 168 599 05 5000 European Al Association 2009 gt 2265 - Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Daphnia magna S U T 168 792 05 7950 European Al Association 2009 920 3332 3332 Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Ostracod Stenocypris major R M T 1563 651 16 310196 Shuhaimi-Othman et al 2011a 10216 10216 10216 Stenocypris Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Malaysia)
Amphipod Crangonyx pseudogracilis R U T 50 675 16 9190 Martin and Holdich 1986 12174 12174 12174 Crangonyx Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (UK)
Amphipod Hyalella azteca F M T 105 613 048 gt 5997 Wang et al 2016 Wang et al 2017 gt 28002 gt 28002 28002 gt Hyalella Invert Author reported
Stonefly Acroneuria sp S M T 474 746 11 gt 22600 Call et al 1984 gt 20498 gt 20498 20498 gt Acroneuria Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Midge Chironomus plumosus S U T 80 70 16 30000 Fargasova 2001 25361 25361 25361 Chironomus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Slovakia)
Midge Paratanytarsus dissimilis S M T 1743 728 28 gt 77700 Lamb and Bailey 1981 1983 gt 62318 gt 62318 62318 gt Paratanytarsus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Liberty Lake Washington
Rainbow trout Oncorhynchus mykiss F M T 274 758 05 gt 9840 Gundersen et al 1994 gt 5745 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 452 762 05 gt 8070 Gundersen et al 1994 gt 5212 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 895 758 05 gt 8160 Gundersen et al 1994 gt 6807 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1304 758 05 gt 8200 Gundersen et al 1994 gt 7662 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 232 825 05 6170 Gundersen et al 1994 1190 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 350 826 05 6170 Gundersen et al 1994 1523 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 836 829 05 7670 Gundersen et al 1994 3205 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1158 830 05 6930 Gundersen et al 1994 3554 3661 3661 Oncorhynchus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Atlantic salmon Salmo salar S U T 68 55 05 584 Hamilton and Haines 1995 21042 - Salmo Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Atlantic salmon Salmo salar S U T 68 65 05 599 Hamilton and Haines 1995 2430 7151 7151 Salmo Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Brook trout Salvelinus fontinalis S U T 40 56 16 6530 Tandjung 1982 31767 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 18 56 16 3400 Tandjung 1982 28391 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 2 56 16 370 Tandjung 1982 13663 23097 23097 Salvelinus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green sunfish Lepomis cyanellus S M T 474 755 11 gt 50000 Call et al 1984 gt 24028 gt 24028 24028 gt Lepomis Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Rio Grande silvery minnow Hybognathus amarus R M T 140 81 05 gt 59100 Buhl 2002 gt 39414 gt 39414 39414 gt Hybognathus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Fathead minnow Pimephales promelas S M T 474 761 11 gt 48200 Call et al 1984 gt 21522 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas S M T 474 805 11 gt 49800 Call et al 1984 gt 12972 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas R M T 26 78 05 1160 ENSR 1992c 477 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 46 76 05 8180 ENSR 1992c 5446 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 96 81 05 20300 ENSR 1992c 10966 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 194 81 05 44800 ENSR 1992c 35847 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 140 81 05 gt 59100 Buhl 2002 gt 39414 10168 10168 Pimephales Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Smallmouth bass Micropterus dolomieui S M T 1245 505 16 130 Kane and Rabeni 1987 3929 3929 3929 Micropterus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green tree frog Hyla cinerea R M T 455 549 05 gt 4052 Jung and Jagoe 1995 gt 20016 gt 20016 20016 gt Hyla Amphibian Value is from 2007 FW Cu AWQC Appendix C recommendation artificial soft recon
Normalization Chemistry
pH 7 FAV 2741
Hardness 100 CMC 1400
DOC 1 CCC 390
Acute Ranked GMAV Chronic Ranked GMCV
Rank GMAV Genus Rank GMCV Genus
18 gt 62318 Paratanytarsus Invert 12 17098 Aeolosoma Invert
17 gt 39414 Hybognathus Fish 11 gt 9746 Rana Amphib - Other Data
16 35462 Physa Mollusk 10 5908 Chironomus Invert
15 gt 29834 Lampsilis Mollusk 9 4877 Lymnaea Mollusk
14 gt 28002 Hyalella Invert 8 2555 Brachionus Invert
13 25361 Chironomus Invert 7 2488 Pimephales Fish
12 gt 24028 Lepomis Fish 6 1713 Hyalella Invert
11 23097 Salvelinus Fish 5 1182 Ceriodaphnia Invert
10 gt 20498 Acroneuria Invert 4 1102 Danio Fish
9 gt 20016 Hyla Amphibian 3 1042 Lampsilis Mollusk
8 12174 Crangonyx Invert 2 591 Salvelinus Fish
7 10216 Stenocypris Invert 1 509 Salmo Fish
6 10168 Pimephales Fish
5 7328 Ceriodaphnia Invert
4 7151 Salmo Fish
3 3929 Micropterus Fish
2 3661 Oncorhynchus Fish
1 3332 Daphnia Invert
N Rank Genus GMAV ln(GMAV) ln(GMAV)2 P=R(N+1) sqrt(P) N Rank Genus GMCV ln(GMCV) ln(GMCV)2 P=R(N+1) sqrt(P)
18 4 Salmo 7151 887 7876 0211 0459 12 4 Danio 1102 700 4907 0308 0555
3 Micropterus 3929 828 6849 0158 0397 3 Lampsilis 1042 695 4829 0231 0480
2 Oncorhynchus 3661 821 6733 0105 0324 2 Salvelinus 591 638 4074 0154 0392
1 Daphnia 3332 811 6579 0053 0229 1 Salmo 509 623 3883 0077 0277
Sum 3347 2804 0526 141 Sum 2657 1769 0769 170
S2 = 1223 S2 = 1080
L = 7134 L = 5242
A = 7916 A = 5976
FAV = 2741 FCV = 3940
CMC = 1371
All concentrations reported are microgL total Aluminum
lt-----Click Button after entering data
ENTER DATA HERE ERRORNUM ACUTE CHRONIC
Rank 1 Rank 2 Rank 3 Rank 4 Rank 1 Rank 2 Rank 3 Rank 4
SiteName DOC(mgL) Hardness(mgL as CaCO3) pH FAV CMC CCC Genus GMAV Genus GMAV Genus GMAV Genus GMAV Genus GMCV Genus GMCV Genus GMCV Genus GMCV
Site 1 50 25 9 75428737034162 35229324666008 1800 770 Daphnia 33452 Ceriodaphnia 73576 Stenocypris 102576 Crangonyx 122230 Lampsilis 10463 Ceriodaphnia 11865 Hyalella 17200 Brachionus 25648
Site 2 50 50 9 75428737034162 31204991509063 1600 680 Daphnia 29631 Ceriodaphnia 65171 Stenocypris 90859 Crangonyx 108267 Lampsilis 9268 Ceriodaphnia 10510 Hyalella 15236 Brachionus 22718
Site 3 50 75 9 75428737034162 29067527928199 1500 640 Daphnia 27601 Ceriodaphnia 60707 Stenocypris 84635 Crangonyx 100851 Lampsilis 8633 Ceriodaphnia 9790 Hyalella 14192 Brachionus 21162
Site 4 50 100 9 75428737034162 27640367912592 1400 600 Daphnia 26246 Ceriodaphnia 57726 Stenocypris 80480 Crangonyx 95899 Lampsilis 8209 Ceriodaphnia 9309 Hyalella 13495 Brachionus 20123
Site 5 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 6 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 7 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 8 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 9 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 10 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 11 50 25 85 75428737034162 63245275664384 3200 1400 Daphnia 60055 Ceriodaphnia 132086 Stenocypris 184149 Crangonyx 219432 Lampsilis 18783 Ceriodaphnia 21301 Hyalella 30879 Brachionus 46045
Site 12 50 50 85 75428737034162 61388044609926 3100 1300 Daphnia 58291 Ceriodaphnia 128208 Stenocypris 178742 Crangonyx 212988 Lampsilis 18232 Ceriodaphnia 20676 Hyalella 29972 Brachionus 44693
Site 13 50 75 85 75428737034162 60327020429132 3000 1300 Daphnia 57284 Ceriodaphnia 125992 Stenocypris 175652 Crangonyx 209307 Lampsilis 17917 Ceriodaphnia 20318 Hyalella 29454 Brachionus 43920
Site 14 50 100 85 75428737034162 59585352130146 3000 1300 Daphnia 56580 Ceriodaphnia 124443 Stenocypris 173493 Crangonyx 206734 Lampsilis 17696 Ceriodaphnia 20068 Hyalella 29092 Salmo 41264
Site 15 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 16 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 17 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 18 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 19 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 20 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Page 20: Draft National 304(a) Aluminum Aquatic Life Criteria … · Draft National 304(a) Aluminum Aquatic Life Criteria ... [0.503×ln ... [0.494𝑝𝑝𝐻𝐻× ℎ𝑎𝑎:ln

III Normalize toxicity data in species sensitivity distribution to a set of water

quality conditionsbull Just like single parameter hardness models the MLR

models were used to normalize the aluminum toxicity data to a single set of water quality conditionsndash As an illustration for one set of calculations the draft

aluminum AWQC set these conditions to pH 7 hardness of 100 mgL and DOC of 1 mgL

bull This allows for comparisons to be made between species based on their sensitivity to aluminumndash Apples to apples

20

IV Construct sensitivity distribution to determine criteria at set conditions

21

Figure 8 Ranked Summary of Total Aluminum Genus Mean Acute Values (GMAVs) - Freshwater at pH 7 Hardness of 100 mgL and DOC of 1 mgL

IV Construct sensitivity distribution to determine criteria at set conditions

22

Figure 10 Ranked Summary of Total Aluminum Genus Mean Chronic Values (GMCVs) ndash Freshwater Supplemented with Other Data to Fulfill Missing MDRs at pH 7 Hardness of 100 mgL and DOC of 1 mgL

Aluminum Criteria Calculatorbull The relative ranking of genera in the sensitivity

distribution to which the toxicity data are normalized will change based on the set of water chemistry conditions (ie pH hardness and DOC)

bull To make calculating aluminum criteria easier EPA developed an Aluminum Criteria Calculatorndash Automated so that user only needs to enter water chemistry

conditions of interestndash Allows quick calculations for a variety of conditionsndash Limits calculations to the recommended conditions for which

the MLR models were developed were specified for hardness and DOC

bull No extrapolation beyond hardness and DOC empirical data bounds

23

Aluminum Criteria Calculator SD Example

24

pH=7 Hardness=100 DOC=1 pH=6 Hardness=25 DOC=1

Chronic Ranked GMCVRank GMCV Genus

12 17098 Aeolosoma Invert11 gt 9746 Rana Amphib - Other Data10 5908 Chironomus Invert

9 4877 Lymnaea Mollusk8 2555 Brachionus Invert7 2488 Pimephales Fish6 1713 Hyalella Invert5 1182 Ceriodaphnia Invert4 1102 Danio Fish3 1042 Lampsilis Mollusk2 591 Salvelinus Fish1 509 Salmo Fish

FCV = 3940 microgL total aluminum

Chronic Ranked GMCVRank GMCV Genus

12 gt 2131 Rana Amphib - Other Data11 1710 Aeolosoma Invert10 591 Chironomus Invert

9 544 Pimephales Fish8 488 Lymnaea Mollusk7 255 Brachionus Invert6 241 Danio Fish5 171 Hyalella Invert4 129 Salvelinus Fish3 118 Ceriodaphnia Invert2 111 Salmo Fish1 104 Lampsilis Mollusk

FCV = 987 microgL total aluminum

Multiple Scenarios

Run Scenarios

Summary Sheet

Acute Dataset

Chronic Dataset

Multiple Scenarios

Run Scenarios

Summary Sheet

Acute Dataset

Chronic Dataset

Boundaries of the Criteria Outputsbull MLR models were developed using data that

encompassndash DOC range of 008-5 mgLndash Hardness range of 98-127 mgL (as CaCO3)ndash pH range of 6-81

bull MLR criteria outputs are bounded atndash Maximum of 150 mgL total hardness (as CaCO3)

ndash DOC of 50 mgLndash pH range of the model is 50 to 90

25

Aluminum Criteria Look-Up Tables

26

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=05 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 23 a 14 b 69 c 160 f 350 f 620 i 540 b 410 a 230 a

50 43 a 24 b 100 d 170 f 310 f 630 f 670 j 400 a 200 a

75 61 a 33 b 130 e 180 f 290 f 530 f 730 i 390 a 190 a

100 78 a 41 b 150 e 190 f 280 g 460 f 770 c 390 a 180 a

150 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

200 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

250 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

300 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

350 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

400 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

Aluminum Criteria Look-Up Tables

27

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=10 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 33 a 21 b 99 c 220 f 490 f 900 i 780 b 590 a 330 a

50 61 a 35 b 150 e 250 f 440 f 890 f 960 j 580 a 290 a

75 88 a 47 b 180 e 260 f 410 f 740 f 1100 i 570 a 270 a

100 11 a 59 b 210 e 270 f 390 g 650 f 1100 c 560 b 260 a

150 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

200 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

250 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

300 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

350 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

400 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

Aluminum Criteria Look-Up Tables

28

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=25 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 54 a 34 b 160 c 350 f 770 f 1500 i 1300 b 960 a 540 a

50 99 a 57 b 230 e 390 f 690 f 1400 f 1600 j 930 a 470 a

75 14 a 77 b 290 e 410 f 640 f 1200 f 1700 i 920 a 440 a

100 18 a 96 b 330 e 420 f 620 g 1000 f 1800 d 920 b 420 a

150 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

200 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

250 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

300 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

350 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

400 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

Aluminum Criteria Look-Up Tables

29

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=50 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 77 a 49 b 230 c 500 f 1100 f 2100 c 1900 b 1400 a 770 a

50 14 a 82 b 330 e 540 f 970 f 2000 f 2200 j 1300 a 680 a

75 20 a 110 b 410 e 570 f 900 f 1600 f 2500 i 1300 a 640 a

100 26 a 140 b 460 f 590 f 880 g 1400 f 2500 d 1300 b 600 a

150 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

200 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

250 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

300 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

350 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

400 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

Status

30

bull Draft Document Released to the Federal Register on 72817ndash Public comment period of 60 days ndash Due Date for Comments is 92617

bull Revisions will be made considering public commentsbull Subsequent EPA intra-agency review of final criteria

document will then be conducted bull Publication of final criteria document planned for Late Fall

2017

Federal Register Webpagehttpswwwfederalregistergovdocuments201

707282017-15968request-for-scientific-views-draft-updated-aquatic-life-ambient-water-quality-criteria-for-aluminum

Aluminum Criteria Webpagehttpswwwepagovwqc2017-draft-aquatic-life-

criteria-aluminum-freshwater-documents

31

Contact Information

Aluminum Criteria Lead Diana EignorEignorDianaepagov

202-566-1143

Kathryn Gallagher Branch Chiefgallagherkathrynepagov

202-564-1398 32

  • Draft National 304(a) Aluminum Aquatic Life Criteria
  • Slide Number 2
  • Overview
  • Sources of Aluminum
  • Current 1988 Aluminum Criteria
  • Current 1988 Aluminum Criteria
  • Aluminum Standards
  • Criteria Development Process
  • Framework for Updated Draft Aluminum Criteria
  • I Screen toxicological studies for high quality data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Slide Number 14
  • EstuarineMarine Minimum Data Requirements
  • II Evaluate water quality conditions to determine applicability
  • Multiple Bioavailability Modeling Approaches Underwent External Peer Review
  • Accounting for Effects of Water Chemistry on Bioavailability and Toxicity
  • Multiple Linear Regression (MLR) Models to Account for Effects of Water Chemistry
  • III Normalize toxicity data in species sensitivity distribution to a set of water quality conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • Aluminum Criteria Calculator
  • Aluminum Criteria Calculator SD Example
  • Boundaries of the Criteria Outputs
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Status
  • Slide Number 31
  • Contact Information
Appendix C Acceptable Chronic Toxicity Data of Aluminum to Freshwater Aquatic Animals
MLR equation
Species Hardness (mgL as CaCO3) pH DOC(mgL) EC20 Endpoint EC20(microgL) Normalized Conc- EC20(microgL) SMCV-EC20(microgL) GMCV-EC20(microgL) Genus DOC Notes Dilution water
Oligochaete Aeolosoma sp 48 6 025 Reproduction (population size) 1235 1710 1710 1710 Aeolosoma Invert Author reported half the detection limit
Rotifer Brachionus calyciflorus 100 62 025 Reproduction (population size) 431 255 255 255 Brachionus Invert Author reported half the detection limit
Great pond snail Lymnaea stagnalis 117 61 025 Biomass 746 488 488 488 Lymnaea Mollusk Author reported half the detection limit
Fatmucket Lampsilis siliquoidea 1055 604 040 Biomass 169 104 104 104 Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia 50 715 11 Reproduction - youngstarting adult 1780 190 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia 26 73 05 Reproduction - youngfemale 1557 272 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 46 75 05 Reproduction - youngfemale 8087 110 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 96 79 05 Reproduction - youngfemale 6519 80 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 194 81 05 Reproduction - youngfemale 6836 89 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 255 703 05 Reproduction (youngfemale) 250 56 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 713 05 Reproduction (youngfemale) 860 106 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 25 798 05 Reproduction (youngfemale) 700 101 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 61 803 05 Reproduction (youngfemale) 1010 136 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 810 05 Reproduction (youngfemale) 870 116 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 255 633 05 Reproduction (youngfemale) 260 176 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 121 636 05 Reproduction (youngfemale) 390 110 118 118 Ceriodaphnia Invert Author reported
Amphipod Hyalella azteca 95 61 051 Biomass (28 d) 1993 101 Hyalella Author reported
Amphipod Hyalella azteca 106 604 033 Biomass (28 d) 425 289 171 171 Hyalella Invert Author reported
Midge Chironomus riparius 118 558 18 Adult midge emergence 2955 119 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 119 505 18 Adult midge emergence 8442 2258 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 91 66 051 Reproduction ( of eggscase) 3387 766 591 591 Chironomus Invert Author reported
Atlantic salmon Salmo salar 127 57 18 Biomass 6156 1112 1112 1112 Salmo Fish Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Brook trout Salvelinus fontinalis 123 655 19 Biomass 1644 59 Salvelinus Author reported wellRO mix
Brook trout Salvelinus fontinalis 128 565 18 Biomass 1435 283 1293 1293 Salvelinus Fish Author reported wellRO mix
Fathead minnow Pimephales promelas 220 770 16 Biomass 6194 781 Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation well water
Fathead minnow Pimephales promelas 96 620 025 Fry survival 4286 379 544 544 Pimephales Fish Author reported half the detection limit
Zebrafish Danio rerio 83 61 025 Biomass 2344 241 241 241 Danio Fish Author reported half the detection limit
Wood frog Rana sylvatica 115 469 16 MATC-survival gt 2000 gt 2131 gt 2131 2131 gt Rana Amphib - Other Data Value is from 2007 FW Cu AWQC Appendix C recommendation aged tap water
Appendix A Acceptable Acute Toxicity Data of Aluminum to Freshwater Aquatic Animals
Species Methoda Hardness (mgL as CaCO3) pH DOC(mgL) LC50 or EC50 Conc (microgL) Reference Normalized Conc - LC50(microgL) Species Mean Acute Value(microgL) Genus Mean Acute Value(microgL) Genus DOC Note Dilution water
Snail Physa sp S M T 474 659 11 gt 23400 Call 1984 Call et al 1984 gt 4843 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 755 11 30600 Call 1984 Call et al 1984 2699 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 817 11 gt 24700 Call 1984 Call et al 1984 gt 2404 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 746 11 55500 Call 1984 Call et al 1984 5034 3546 3546 Physa Mollusk Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Fatmucket Lampsilis siliquoidea F M T 1060 612 048 gt 6302 Wang et al 2016 Wang et al 2017 gt 2983 gt 2983 2983 gt Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia S M A 500 742 11 1900 McCauley et al 1986 173 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia S M A 505 786 11 1500 McCauley et al 1986 129 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation UW-S Lake Superior lab water
Cladoceran Ceriodaphnia dubia S M A 500 813 11 2560 McCauley et al 1986 243 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia R M T 26 75 05 720 ENSR 1992d 111 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 46 76 05 1880 ENSR 1992d 250 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 96 78 05 2450 ENSR 1992d 289 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 3727 Fort and Stover 1995 500 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 5673 Fort and Stover 1995 761 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 89 76 05 2880 Soucek et al 2001 336 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U T 106 601 05 7112 European Al Association 2009 169 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 605 2 6865 European Al Association 2009 709 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 609 4 15581 European Al Association 2009 1007 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 601 05 681 European Al Association 2009 162 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 603 05 1630 European Al Association 2009 367 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 597 05 1785 European Al Association 2009 473 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 592 05 1410 European Al Association 2009 429 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 699 05 gt 1300 European Al Association 2009 gt 419 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 785 05 gt 5000 European Al Association 2009 gt 796 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 68 2 gt 10000 European Al Association 2009 gt 2076 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 782 2 gt 15000 European Al Association 2009 gt 1163 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 677 4 gt 10000 European Al Association 2009 gt 1516 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 766 4 gt 15000 European Al Association 2009 gt 861 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 79 05 gt 2000 European Al Association 2009 gt 315 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 789 05 gt 2000 European Al Association 2009 gt 316 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 604 05 1108 European Al Association 2009 85 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 598 2 11371 European Al Association 2009 482 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 573 4 80467 European Al Association 2009 4357 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 671 05 gt 10000 European Al Association 2009 gt 2379 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 783 05 gt 5000 European Al Association 2009 gt 634 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 679 2 gt 10000 European Al Association 2009 gt 1039 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 767 2 gt 15000 European Al Association 2009 gt 908 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 668 4 gt 15000 European Al Association 2009 gt 1246 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 762 4 gt 15000 European Al Association 2009 gt 633 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 606 2 33868 European Al Association 2009 792 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 56 4 104842 European Al Association 2009 4880 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 693 05 gt 5000 European Al Association 2009 gt 713 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 788 05 gt 5000 European Al Association 2009 gt 590 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 676 2 gt 15000 European Al Association 2009 gt 1212 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 771 2 gt 15000 European Al Association 2009 gt 810 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 66 4 gt 15000 European Al Association 2009 gt 1014 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 76 4 gt 15000 European Al Association 2009 gt 555 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11971 European Al Association 2010 270 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 27478 European Al Association 2010 619 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11998 European Al Association 2010 270 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 607 05 92495 European Al Association 2010 188 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 609 05 31337 European Al Association 2010 604 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 61 05 33235 European Al Association 2010 624 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 708 05 gt 8864 European Al Association 2010 gt 253 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 779 05 gt 42783 European Al Association 2010 gt 693 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 753 05 13204 European Al Association 2010 24 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 601 05 46326 European Al Association 2010 380 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 599 05 gt 8590 European Al Association 2010 gt 737 509 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia reticulata F M T 451 60 11 304 Shephard 1983 201 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia reticulata F M T 40 55 11 362 Shephard 1983 5531 1054 733 Ceriodaphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake SuperiorDI Mix
Cladoceran Daphnia magna S U NR 453 774 11 3900 Biesinger and Christensen 1972 338 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S M T 220 76 16 38200 Kimball 1978 2030 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Well water
Cladoceran Daphnia magna S U T 451 725 11 2800 Shephard 1983 287 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S U T 168 599 05 5000 European Al Association 2009 gt 227 - Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Daphnia magna S U T 168 792 05 7950 European Al Association 2009 92 333 333 Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Ostracod Stenocypris major R M T 1563 651 16 310196 Shuhaimi-Othman et al 2011a 1022 1022 1022 Stenocypris Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Malaysia)
Amphipod Crangonyx pseudogracilis R U T 50 675 16 9190 Martin and Holdich 1986 1217 1217 1217 Crangonyx Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (UK)
Amphipod Hyalella azteca F M T 105 613 048 gt 5997 Wang et al 2016 Wang et al 2017 gt 2800 gt 2800 2800 gt Hyalella Invert Author reported
Stonefly Acroneuria sp S M T 474 746 11 gt 22600 Call et al 1984 gt 2050 gt 2050 2050 gt Acroneuria Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Midge Chironomus plumosus S U T 80 70 16 30000 Fargasova 2001 2536 2536 2536 Chironomus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Slovakia)
Midge Paratanytarsus dissimilis S M T 1743 728 28 gt 77700 Lamb and Bailey 1981 1983 gt 6232 gt 6232 6232 gt Paratanytarsus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Liberty Lake Washington
Rainbow trout Oncorhynchus mykiss F M T 274 758 05 gt 9840 Gundersen et al 1994 gt 1256 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 452 762 05 gt 8070 Gundersen et al 1994 gt 1140 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 895 758 05 gt 8160 Gundersen et al 1994 gt 1489 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1304 758 05 gt 8200 Gundersen et al 1994 gt 1676 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 232 825 05 6170 Gundersen et al 1994 260 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 350 826 05 6170 Gundersen et al 1994 333 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 836 829 05 7670 Gundersen et al 1994 701 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1158 830 05 6930 Gundersen et al 1994 777 801 801 Oncorhynchus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Atlantic salmon Salmo salar S U T 68 55 05 584 Hamilton and Haines 1995 4602 - Salmo Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Atlantic salmon Salmo salar S U T 68 65 05 599 Hamilton and Haines 1995 531 1564 1564 Salmo Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Brook trout Salvelinus fontinalis S U T 40 56 16 6530 Tandjung 1982 6947 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 18 56 16 3400 Tandjung 1982 6209 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 2 56 16 370 Tandjung 1982 2988 5051 5051 Salvelinus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green sunfish Lepomis cyanellus S M T 474 755 11 gt 50000 Call et al 1984 gt 5255 gt 5255 5255 gt Lepomis Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Rio Grande silvery minnow Hybognathus amarus R M T 140 81 05 gt 59100 Buhl 2002 gt 8620 gt 8620 8620 gt Hybognathus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Fathead minnow Pimephales promelas S M T 474 761 11 gt 48200 Call et al 1984 gt 4707 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas S M T 474 805 11 gt 49800 Call et al 1984 gt 2837 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas R M T 26 78 05 1160 ENSR 1992c 104 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 46 76 05 8180 ENSR 1992c 1191 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 96 81 05 20300 ENSR 1992c 2398 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 194 81 05 44800 ENSR 1992c 7839 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 140 81 05 gt 59100 Buhl 2002 gt 8620 2224 2224 Pimephales Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Smallmouth bass Micropterus dolomieui S M T 1245 505 16 130 Kane and Rabeni 1987 859 859 859 Micropterus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green tree frog Hyla cinerea R M T 455 549 05 gt 4052 Jung and Jagoe 1995 gt 4377 gt 4377 4377 gt Hyla Amphibian Value is from 2007 FW Cu AWQC Appendix C recommendation artificial soft recon
Normalization Chemistry
pH 6 FAV 360
Hardness 25 CMC 180
DOC 1 CCC 99
Acute Ranked GMAV Chronic Ranked GMCV
Rank GMAV Genus Rank GMCV Genus
18 gt 8620 Hybognathus Fish 12 gt 2131 Rana Amphib - Other Data
17 gt 6232 Paratanytarsus Invert 11 1710 Aeolosoma Invert
16 gt 5255 Lepomis Fish 10 591 Chironomus Invert
15 5051 Salvelinus Fish 9 544 Pimephales Fish
14 gt 4377 Hyla Amphibian 8 488 Lymnaea Mollusk
13 3546 Physa Mollusk 7 255 Brachionus Invert
12 gt 2983 Lampsilis Mollusk 6 241 Danio Fish
11 gt 2800 Hyalella Invert 5 171 Hyalella Invert
10 2536 Chironomus Invert 4 129 Salvelinus Fish
9 2224 Pimephales Fish 3 118 Ceriodaphnia Invert
8 gt 2050 Acroneuria Invert 2 111 Salmo Fish
7 1564 Salmo Fish 1 104 Lampsilis Mollusk
6 1217 Crangonyx Invert
5 1022 Stenocypris Invert
4 859 Micropterus Fish
3 801 Oncorhynchus Fish
2 733 Ceriodaphnia Invert
1 333 Daphnia Invert
N Rank Genus GMAV ln(GMAV) ln(GMAV)2 P=R(N+1) sqrt(P) N Rank Genus GMCV ln(GMCV) ln(GMCV)2 P=R(N+1) sqrt(P)
18 4 Micropterus 859 676 4564 0211 0459 12 4 Salvelinus 129 486 2364 0308 0555
3 Oncorhynchus 801 669 4469 0158 0397 3 Ceriodaphnia 118 477 2277 0231 0480
2 Ceriodaphnia 733 660 4352 0105 0324 2 Salmo 111 471 2220 0154 0392
1 Daphnia 333 581 3374 0053 0229 1 Lampsilis 104 465 2159 0077 0277
Sum 2585 1676 0526 141 Sum 1899 902 0769 170
S2 = 1987 S2 = 059
L = 4890 L = 4420
A = 5887 A = 4592
FAV = 360 FCV = 987
CMC = 180
All concentrations reported are microgL total Aluminum
lt-----Click Button after entering data
ENTER DATA HERE ERRORNUM ACUTE CHRONIC
Rank 1 Rank 2 Rank 3 Rank 4 Rank 1 Rank 2 Rank 3 Rank 4
SiteName DOC(mgL) Hardness(mgL as CaCO3) pH FAV CMC CCC Genus GMAV Genus GMAV Genus GMAV Genus GMAV Genus GMCV Genus GMCV Genus GMCV Genus GMCV
Site 1 50 25 9 75428737034162 35229324666008 1800 770 Daphnia 33452 Ceriodaphnia 73576 Stenocypris 102576 Crangonyx 122230 Lampsilis 10463 Ceriodaphnia 11865 Hyalella 17200 Brachionus 25648
Site 2 50 50 9 75428737034162 31204991509063 1600 680 Daphnia 29631 Ceriodaphnia 65171 Stenocypris 90859 Crangonyx 108267 Lampsilis 9268 Ceriodaphnia 10510 Hyalella 15236 Brachionus 22718
Site 3 50 75 9 75428737034162 29067527928199 1500 640 Daphnia 27601 Ceriodaphnia 60707 Stenocypris 84635 Crangonyx 100851 Lampsilis 8633 Ceriodaphnia 9790 Hyalella 14192 Brachionus 21162
Site 4 50 100 9 75428737034162 27640367912592 1400 600 Daphnia 26246 Ceriodaphnia 57726 Stenocypris 80480 Crangonyx 95899 Lampsilis 8209 Ceriodaphnia 9309 Hyalella 13495 Brachionus 20123
Site 5 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 6 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 7 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 8 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 9 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 10 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 11 50 25 85 75428737034162 63245275664384 3200 1400 Daphnia 60055 Ceriodaphnia 132086 Stenocypris 184149 Crangonyx 219432 Lampsilis 18783 Ceriodaphnia 21301 Hyalella 30879 Brachionus 46045
Site 12 50 50 85 75428737034162 61388044609926 3100 1300 Daphnia 58291 Ceriodaphnia 128208 Stenocypris 178742 Crangonyx 212988 Lampsilis 18232 Ceriodaphnia 20676 Hyalella 29972 Brachionus 44693
Site 13 50 75 85 75428737034162 60327020429132 3000 1300 Daphnia 57284 Ceriodaphnia 125992 Stenocypris 175652 Crangonyx 209307 Lampsilis 17917 Ceriodaphnia 20318 Hyalella 29454 Brachionus 43920
Site 14 50 100 85 75428737034162 59585352130146 3000 1300 Daphnia 56580 Ceriodaphnia 124443 Stenocypris 173493 Crangonyx 206734 Lampsilis 17696 Ceriodaphnia 20068 Hyalella 29092 Salmo 41264
Site 15 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 16 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 17 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 18 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 19 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 20 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Appendix C Acceptable Chronic Toxicity Data of Aluminum to Freshwater Aquatic Animals
MLR equation
Species Hardness (mgL as CaCO3) pH DOC(mgL) EC20 Endpoint EC20(microgL) Normalized Conc- EC20(microgL) SMCV-EC20(microgL) GMCV-EC20(microgL) Genus DOC Notes Dilution water
Oligochaete Aeolosoma sp 48 6 025 Reproduction (population size) 1235 17098 17098 17098 Aeolosoma Invert Author reported half the detection limit
Rotifer Brachionus calyciflorus 100 62 025 Reproduction (population size) 431 2555 2555 2555 Brachionus Invert Author reported half the detection limit
Great pond snail Lymnaea stagnalis 117 61 025 Biomass 746 4877 4877 4877 Lymnaea Mollusk Author reported half the detection limit
Fatmucket Lampsilis siliquoidea 1055 604 040 Biomass 169 1042 1042 1042 Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia 50 715 11 Reproduction - youngstarting adult 1780 1898 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia 26 73 05 Reproduction - youngfemale 1557 2718 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 46 75 05 Reproduction - youngfemale 8087 1102 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 96 79 05 Reproduction - youngfemale 6519 796 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 194 81 05 Reproduction - youngfemale 6836 888 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 255 703 05 Reproduction (youngfemale) 250 563 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 713 05 Reproduction (youngfemale) 860 1061 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 25 798 05 Reproduction (youngfemale) 700 1006 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 61 803 05 Reproduction (youngfemale) 1010 1363 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 810 05 Reproduction (youngfemale) 870 1164 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 255 633 05 Reproduction (youngfemale) 260 1758 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 121 636 05 Reproduction (youngfemale) 390 1101 1182 1182 Ceriodaphnia Invert Author reported
Amphipod Hyalella azteca 95 61 051 Biomass (28 d) 1993 1014 Hyalella Author reported
Amphipod Hyalella azteca 106 604 033 Biomass (28 d) 425 2895 1713 1713 Hyalella Invert Author reported
Midge Chironomus riparius 118 558 18 Adult midge emergence 2955 1192 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 119 505 18 Adult midge emergence 8442 22578 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 91 66 051 Reproduction ( of eggscase) 3387 7664 5908 5908 Chironomus Invert Author reported
Atlantic salmon Salmo salar 127 57 18 Biomass 6156 5085 5085 5085 Salmo Fish Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Brook trout Salvelinus fontinalis 123 655 19 Biomass 1644 270 Salvelinus Author reported wellRO mix
Brook trout Salvelinus fontinalis 128 565 18 Biomass 1435 1295 5914 5914 Salvelinus Fish Author reported wellRO mix
Fathead minnow Pimephales promelas 220 770 16 Biomass 6194 3569 Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation well water
Fathead minnow Pimephales promelas 96 620 025 Fry survival 4286 1734 2488 2488 Pimephales Fish Author reported half the detection limit
Zebrafish Danio rerio 83 61 025 Biomass 2344 1102 1102 1102 Danio Fish Author reported half the detection limit
Wood frog Rana sylvatica 115 469 16 MATC-survival gt 2000 gt 9746 gt 9746 9746 gt Rana Amphib - Other Data Value is from 2007 FW Cu AWQC Appendix C recommendation aged tap water
Appendix A Acceptable Acute Toxicity Data of Aluminum to Freshwater Aquatic Animals
Species Methoda Hardness (mgL as CaCO3) pH DOC(mgL) LC50 or EC50 Conc (microgL) Reference Normalized Conc - LC50(microgL) Species Mean Acute Value(microgL) Genus Mean Acute Value(microgL) Genus DOC Note Dilution water
Snail Physa sp S M T 474 659 11 gt 23400 Call 1984 Call et al 1984 gt 48425 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 755 11 30600 Call 1984 Call et al 1984 26986 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 817 11 gt 24700 Call 1984 Call et al 1984 gt 24040 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 746 11 55500 Call 1984 Call et al 1984 50338 35462 35462 Physa Mollusk Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Fatmucket Lampsilis siliquoidea F M T 1060 612 048 gt 6302 Wang et al 2016 Wang et al 2017 gt 29834 gt 29834 29834 gt Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia S M A 500 742 11 1900 McCauley et al 1986 1728 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia S M A 505 786 11 1500 McCauley et al 1986 1294 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation UW-S Lake Superior lab water
Cladoceran Ceriodaphnia dubia S M A 500 813 11 2560 McCauley et al 1986 2431 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia R M T 26 75 05 720 ENSR 1992d 1113 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 46 76 05 1880 ENSR 1992d 2495 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 96 78 05 2450 ENSR 1992d 2894 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 3727 Fort and Stover 1995 5002 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 5673 Fort and Stover 1995 7613 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 89 76 05 2880 Soucek et al 2001 3362 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U T 106 601 05 7112 European Al Association 2009 1691 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 605 2 6865 European Al Association 2009 7088 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 609 4 15581 European Al Association 2009 10072 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 601 05 681 European Al Association 2009 1620 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 603 05 1630 European Al Association 2009 3674 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 597 05 1785 European Al Association 2009 4732 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 592 05 1410 European Al Association 2009 4295 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 699 05 gt 1300 European Al Association 2009 gt 4189 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 785 05 gt 5000 European Al Association 2009 gt 7960 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 68 2 gt 10000 European Al Association 2009 gt 20755 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 782 2 gt 15000 European Al Association 2009 gt 11626 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 677 4 gt 10000 European Al Association 2009 gt 15161 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 766 4 gt 15000 European Al Association 2009 gt 8608 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 79 05 gt 2000 European Al Association 2009 gt 3150 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 789 05 gt 2000 European Al Association 2009 gt 3156 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 604 05 1108 European Al Association 2009 850 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 598 2 11371 European Al Association 2009 4817 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 573 4 80467 European Al Association 2009 43570 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 671 05 gt 10000 European Al Association 2009 gt 23786 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 783 05 gt 5000 European Al Association 2009 gt 6344 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 679 2 gt 10000 European Al Association 2009 gt 10394 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 767 2 gt 15000 European Al Association 2009 gt 9082 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 668 4 gt 15000 European Al Association 2009 gt 12461 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 762 4 gt 15000 European Al Association 2009 gt 6332 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 606 2 33868 European Al Association 2009 7920 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 56 4 104842 European Al Association 2009 48800 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 693 05 gt 5000 European Al Association 2009 gt 7126 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 788 05 gt 5000 European Al Association 2009 gt 5898 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 676 2 gt 15000 European Al Association 2009 gt 12117 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 771 2 gt 15000 European Al Association 2009 gt 8096 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 66 4 gt 15000 European Al Association 2009 gt 10139 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 76 4 gt 15000 European Al Association 2009 gt 5545 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11971 European Al Association 2010 2699 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 27478 European Al Association 2010 6194 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11998 European Al Association 2010 2705 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 607 05 92495 European Al Association 2010 1876 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 609 05 31337 European Al Association 2010 6035 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 61 05 33235 European Al Association 2010 6238 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 708 05 gt 8864 European Al Association 2010 gt 2534 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 779 05 gt 42783 European Al Association 2010 gt 6930 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 753 05 13204 European Al Association 2010 244 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 601 05 46326 European Al Association 2010 3798 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 599 05 gt 8590 European Al Association 2010 gt 7366 5094 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia reticulata F M T 451 60 11 304 Shephard 1983 2009 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia reticulata F M T 40 55 11 362 Shephard 1983 55307 10542 7328 Ceriodaphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake SuperiorDI Mix
Cladoceran Daphnia magna S U NR 453 774 11 3900 Biesinger and Christensen 1972 3382 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S M T 220 76 16 38200 Kimball 1978 20303 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Well water
Cladoceran Daphnia magna S U T 451 725 11 2800 Shephard 1983 2868 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S U T 168 599 05 5000 European Al Association 2009 gt 2265 - Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Daphnia magna S U T 168 792 05 7950 European Al Association 2009 920 3332 3332 Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Ostracod Stenocypris major R M T 1563 651 16 310196 Shuhaimi-Othman et al 2011a 10216 10216 10216 Stenocypris Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Malaysia)
Amphipod Crangonyx pseudogracilis R U T 50 675 16 9190 Martin and Holdich 1986 12174 12174 12174 Crangonyx Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (UK)
Amphipod Hyalella azteca F M T 105 613 048 gt 5997 Wang et al 2016 Wang et al 2017 gt 28002 gt 28002 28002 gt Hyalella Invert Author reported
Stonefly Acroneuria sp S M T 474 746 11 gt 22600 Call et al 1984 gt 20498 gt 20498 20498 gt Acroneuria Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Midge Chironomus plumosus S U T 80 70 16 30000 Fargasova 2001 25361 25361 25361 Chironomus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Slovakia)
Midge Paratanytarsus dissimilis S M T 1743 728 28 gt 77700 Lamb and Bailey 1981 1983 gt 62318 gt 62318 62318 gt Paratanytarsus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Liberty Lake Washington
Rainbow trout Oncorhynchus mykiss F M T 274 758 05 gt 9840 Gundersen et al 1994 gt 5745 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 452 762 05 gt 8070 Gundersen et al 1994 gt 5212 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 895 758 05 gt 8160 Gundersen et al 1994 gt 6807 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1304 758 05 gt 8200 Gundersen et al 1994 gt 7662 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 232 825 05 6170 Gundersen et al 1994 1190 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 350 826 05 6170 Gundersen et al 1994 1523 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 836 829 05 7670 Gundersen et al 1994 3205 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1158 830 05 6930 Gundersen et al 1994 3554 3661 3661 Oncorhynchus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Atlantic salmon Salmo salar S U T 68 55 05 584 Hamilton and Haines 1995 21042 - Salmo Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Atlantic salmon Salmo salar S U T 68 65 05 599 Hamilton and Haines 1995 2430 7151 7151 Salmo Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Brook trout Salvelinus fontinalis S U T 40 56 16 6530 Tandjung 1982 31767 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 18 56 16 3400 Tandjung 1982 28391 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 2 56 16 370 Tandjung 1982 13663 23097 23097 Salvelinus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green sunfish Lepomis cyanellus S M T 474 755 11 gt 50000 Call et al 1984 gt 24028 gt 24028 24028 gt Lepomis Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Rio Grande silvery minnow Hybognathus amarus R M T 140 81 05 gt 59100 Buhl 2002 gt 39414 gt 39414 39414 gt Hybognathus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Fathead minnow Pimephales promelas S M T 474 761 11 gt 48200 Call et al 1984 gt 21522 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas S M T 474 805 11 gt 49800 Call et al 1984 gt 12972 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas R M T 26 78 05 1160 ENSR 1992c 477 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 46 76 05 8180 ENSR 1992c 5446 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 96 81 05 20300 ENSR 1992c 10966 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 194 81 05 44800 ENSR 1992c 35847 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 140 81 05 gt 59100 Buhl 2002 gt 39414 10168 10168 Pimephales Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Smallmouth bass Micropterus dolomieui S M T 1245 505 16 130 Kane and Rabeni 1987 3929 3929 3929 Micropterus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green tree frog Hyla cinerea R M T 455 549 05 gt 4052 Jung and Jagoe 1995 gt 20016 gt 20016 20016 gt Hyla Amphibian Value is from 2007 FW Cu AWQC Appendix C recommendation artificial soft recon
Normalization Chemistry
pH 7 FAV 2741
Hardness 100 CMC 1400
DOC 1 CCC 390
Acute Ranked GMAV Chronic Ranked GMCV
Rank GMAV Genus Rank GMCV Genus
18 gt 62318 Paratanytarsus Invert 12 17098 Aeolosoma Invert
17 gt 39414 Hybognathus Fish 11 gt 9746 Rana Amphib - Other Data
16 35462 Physa Mollusk 10 5908 Chironomus Invert
15 gt 29834 Lampsilis Mollusk 9 4877 Lymnaea Mollusk
14 gt 28002 Hyalella Invert 8 2555 Brachionus Invert
13 25361 Chironomus Invert 7 2488 Pimephales Fish
12 gt 24028 Lepomis Fish 6 1713 Hyalella Invert
11 23097 Salvelinus Fish 5 1182 Ceriodaphnia Invert
10 gt 20498 Acroneuria Invert 4 1102 Danio Fish
9 gt 20016 Hyla Amphibian 3 1042 Lampsilis Mollusk
8 12174 Crangonyx Invert 2 591 Salvelinus Fish
7 10216 Stenocypris Invert 1 509 Salmo Fish
6 10168 Pimephales Fish
5 7328 Ceriodaphnia Invert
4 7151 Salmo Fish
3 3929 Micropterus Fish
2 3661 Oncorhynchus Fish
1 3332 Daphnia Invert
N Rank Genus GMAV ln(GMAV) ln(GMAV)2 P=R(N+1) sqrt(P) N Rank Genus GMCV ln(GMCV) ln(GMCV)2 P=R(N+1) sqrt(P)
18 4 Salmo 7151 887 7876 0211 0459 12 4 Danio 1102 700 4907 0308 0555
3 Micropterus 3929 828 6849 0158 0397 3 Lampsilis 1042 695 4829 0231 0480
2 Oncorhynchus 3661 821 6733 0105 0324 2 Salvelinus 591 638 4074 0154 0392
1 Daphnia 3332 811 6579 0053 0229 1 Salmo 509 623 3883 0077 0277
Sum 3347 2804 0526 141 Sum 2657 1769 0769 170
S2 = 1223 S2 = 1080
L = 7134 L = 5242
A = 7916 A = 5976
FAV = 2741 FCV = 3940
CMC = 1371
All concentrations reported are microgL total Aluminum
lt-----Click Button after entering data
ENTER DATA HERE ERRORNUM ACUTE CHRONIC
Rank 1 Rank 2 Rank 3 Rank 4 Rank 1 Rank 2 Rank 3 Rank 4
SiteName DOC(mgL) Hardness(mgL as CaCO3) pH FAV CMC CCC Genus GMAV Genus GMAV Genus GMAV Genus GMAV Genus GMCV Genus GMCV Genus GMCV Genus GMCV
Site 1 50 25 9 75428737034162 35229324666008 1800 770 Daphnia 33452 Ceriodaphnia 73576 Stenocypris 102576 Crangonyx 122230 Lampsilis 10463 Ceriodaphnia 11865 Hyalella 17200 Brachionus 25648
Site 2 50 50 9 75428737034162 31204991509063 1600 680 Daphnia 29631 Ceriodaphnia 65171 Stenocypris 90859 Crangonyx 108267 Lampsilis 9268 Ceriodaphnia 10510 Hyalella 15236 Brachionus 22718
Site 3 50 75 9 75428737034162 29067527928199 1500 640 Daphnia 27601 Ceriodaphnia 60707 Stenocypris 84635 Crangonyx 100851 Lampsilis 8633 Ceriodaphnia 9790 Hyalella 14192 Brachionus 21162
Site 4 50 100 9 75428737034162 27640367912592 1400 600 Daphnia 26246 Ceriodaphnia 57726 Stenocypris 80480 Crangonyx 95899 Lampsilis 8209 Ceriodaphnia 9309 Hyalella 13495 Brachionus 20123
Site 5 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 6 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 7 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 8 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 9 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 10 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 11 50 25 85 75428737034162 63245275664384 3200 1400 Daphnia 60055 Ceriodaphnia 132086 Stenocypris 184149 Crangonyx 219432 Lampsilis 18783 Ceriodaphnia 21301 Hyalella 30879 Brachionus 46045
Site 12 50 50 85 75428737034162 61388044609926 3100 1300 Daphnia 58291 Ceriodaphnia 128208 Stenocypris 178742 Crangonyx 212988 Lampsilis 18232 Ceriodaphnia 20676 Hyalella 29972 Brachionus 44693
Site 13 50 75 85 75428737034162 60327020429132 3000 1300 Daphnia 57284 Ceriodaphnia 125992 Stenocypris 175652 Crangonyx 209307 Lampsilis 17917 Ceriodaphnia 20318 Hyalella 29454 Brachionus 43920
Site 14 50 100 85 75428737034162 59585352130146 3000 1300 Daphnia 56580 Ceriodaphnia 124443 Stenocypris 173493 Crangonyx 206734 Lampsilis 17696 Ceriodaphnia 20068 Hyalella 29092 Salmo 41264
Site 15 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 16 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 17 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 18 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 19 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 20 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Page 21: Draft National 304(a) Aluminum Aquatic Life Criteria … · Draft National 304(a) Aluminum Aquatic Life Criteria ... [0.503×ln ... [0.494𝑝𝑝𝐻𝐻× ℎ𝑎𝑎:ln

IV Construct sensitivity distribution to determine criteria at set conditions

21

Figure 8 Ranked Summary of Total Aluminum Genus Mean Acute Values (GMAVs) - Freshwater at pH 7 Hardness of 100 mgL and DOC of 1 mgL

IV Construct sensitivity distribution to determine criteria at set conditions

22

Figure 10 Ranked Summary of Total Aluminum Genus Mean Chronic Values (GMCVs) ndash Freshwater Supplemented with Other Data to Fulfill Missing MDRs at pH 7 Hardness of 100 mgL and DOC of 1 mgL

Aluminum Criteria Calculatorbull The relative ranking of genera in the sensitivity

distribution to which the toxicity data are normalized will change based on the set of water chemistry conditions (ie pH hardness and DOC)

bull To make calculating aluminum criteria easier EPA developed an Aluminum Criteria Calculatorndash Automated so that user only needs to enter water chemistry

conditions of interestndash Allows quick calculations for a variety of conditionsndash Limits calculations to the recommended conditions for which

the MLR models were developed were specified for hardness and DOC

bull No extrapolation beyond hardness and DOC empirical data bounds

23

Aluminum Criteria Calculator SD Example

24

pH=7 Hardness=100 DOC=1 pH=6 Hardness=25 DOC=1

Chronic Ranked GMCVRank GMCV Genus

12 17098 Aeolosoma Invert11 gt 9746 Rana Amphib - Other Data10 5908 Chironomus Invert

9 4877 Lymnaea Mollusk8 2555 Brachionus Invert7 2488 Pimephales Fish6 1713 Hyalella Invert5 1182 Ceriodaphnia Invert4 1102 Danio Fish3 1042 Lampsilis Mollusk2 591 Salvelinus Fish1 509 Salmo Fish

FCV = 3940 microgL total aluminum

Chronic Ranked GMCVRank GMCV Genus

12 gt 2131 Rana Amphib - Other Data11 1710 Aeolosoma Invert10 591 Chironomus Invert

9 544 Pimephales Fish8 488 Lymnaea Mollusk7 255 Brachionus Invert6 241 Danio Fish5 171 Hyalella Invert4 129 Salvelinus Fish3 118 Ceriodaphnia Invert2 111 Salmo Fish1 104 Lampsilis Mollusk

FCV = 987 microgL total aluminum

Multiple Scenarios

Run Scenarios

Summary Sheet

Acute Dataset

Chronic Dataset

Multiple Scenarios

Run Scenarios

Summary Sheet

Acute Dataset

Chronic Dataset

Boundaries of the Criteria Outputsbull MLR models were developed using data that

encompassndash DOC range of 008-5 mgLndash Hardness range of 98-127 mgL (as CaCO3)ndash pH range of 6-81

bull MLR criteria outputs are bounded atndash Maximum of 150 mgL total hardness (as CaCO3)

ndash DOC of 50 mgLndash pH range of the model is 50 to 90

25

Aluminum Criteria Look-Up Tables

26

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=05 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 23 a 14 b 69 c 160 f 350 f 620 i 540 b 410 a 230 a

50 43 a 24 b 100 d 170 f 310 f 630 f 670 j 400 a 200 a

75 61 a 33 b 130 e 180 f 290 f 530 f 730 i 390 a 190 a

100 78 a 41 b 150 e 190 f 280 g 460 f 770 c 390 a 180 a

150 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

200 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

250 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

300 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

350 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

400 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

Aluminum Criteria Look-Up Tables

27

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=10 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 33 a 21 b 99 c 220 f 490 f 900 i 780 b 590 a 330 a

50 61 a 35 b 150 e 250 f 440 f 890 f 960 j 580 a 290 a

75 88 a 47 b 180 e 260 f 410 f 740 f 1100 i 570 a 270 a

100 11 a 59 b 210 e 270 f 390 g 650 f 1100 c 560 b 260 a

150 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

200 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

250 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

300 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

350 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

400 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

Aluminum Criteria Look-Up Tables

28

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=25 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 54 a 34 b 160 c 350 f 770 f 1500 i 1300 b 960 a 540 a

50 99 a 57 b 230 e 390 f 690 f 1400 f 1600 j 930 a 470 a

75 14 a 77 b 290 e 410 f 640 f 1200 f 1700 i 920 a 440 a

100 18 a 96 b 330 e 420 f 620 g 1000 f 1800 d 920 b 420 a

150 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

200 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

250 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

300 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

350 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

400 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

Aluminum Criteria Look-Up Tables

29

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=50 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 77 a 49 b 230 c 500 f 1100 f 2100 c 1900 b 1400 a 770 a

50 14 a 82 b 330 e 540 f 970 f 2000 f 2200 j 1300 a 680 a

75 20 a 110 b 410 e 570 f 900 f 1600 f 2500 i 1300 a 640 a

100 26 a 140 b 460 f 590 f 880 g 1400 f 2500 d 1300 b 600 a

150 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

200 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

250 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

300 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

350 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

400 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

Status

30

bull Draft Document Released to the Federal Register on 72817ndash Public comment period of 60 days ndash Due Date for Comments is 92617

bull Revisions will be made considering public commentsbull Subsequent EPA intra-agency review of final criteria

document will then be conducted bull Publication of final criteria document planned for Late Fall

2017

Federal Register Webpagehttpswwwfederalregistergovdocuments201

707282017-15968request-for-scientific-views-draft-updated-aquatic-life-ambient-water-quality-criteria-for-aluminum

Aluminum Criteria Webpagehttpswwwepagovwqc2017-draft-aquatic-life-

criteria-aluminum-freshwater-documents

31

Contact Information

Aluminum Criteria Lead Diana EignorEignorDianaepagov

202-566-1143

Kathryn Gallagher Branch Chiefgallagherkathrynepagov

202-564-1398 32

  • Draft National 304(a) Aluminum Aquatic Life Criteria
  • Slide Number 2
  • Overview
  • Sources of Aluminum
  • Current 1988 Aluminum Criteria
  • Current 1988 Aluminum Criteria
  • Aluminum Standards
  • Criteria Development Process
  • Framework for Updated Draft Aluminum Criteria
  • I Screen toxicological studies for high quality data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Slide Number 14
  • EstuarineMarine Minimum Data Requirements
  • II Evaluate water quality conditions to determine applicability
  • Multiple Bioavailability Modeling Approaches Underwent External Peer Review
  • Accounting for Effects of Water Chemistry on Bioavailability and Toxicity
  • Multiple Linear Regression (MLR) Models to Account for Effects of Water Chemistry
  • III Normalize toxicity data in species sensitivity distribution to a set of water quality conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • Aluminum Criteria Calculator
  • Aluminum Criteria Calculator SD Example
  • Boundaries of the Criteria Outputs
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Status
  • Slide Number 31
  • Contact Information
Appendix C Acceptable Chronic Toxicity Data of Aluminum to Freshwater Aquatic Animals
MLR equation
Species Hardness (mgL as CaCO3) pH DOC(mgL) EC20 Endpoint EC20(microgL) Normalized Conc- EC20(microgL) SMCV-EC20(microgL) GMCV-EC20(microgL) Genus DOC Notes Dilution water
Oligochaete Aeolosoma sp 48 6 025 Reproduction (population size) 1235 1710 1710 1710 Aeolosoma Invert Author reported half the detection limit
Rotifer Brachionus calyciflorus 100 62 025 Reproduction (population size) 431 255 255 255 Brachionus Invert Author reported half the detection limit
Great pond snail Lymnaea stagnalis 117 61 025 Biomass 746 488 488 488 Lymnaea Mollusk Author reported half the detection limit
Fatmucket Lampsilis siliquoidea 1055 604 040 Biomass 169 104 104 104 Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia 50 715 11 Reproduction - youngstarting adult 1780 190 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia 26 73 05 Reproduction - youngfemale 1557 272 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 46 75 05 Reproduction - youngfemale 8087 110 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 96 79 05 Reproduction - youngfemale 6519 80 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 194 81 05 Reproduction - youngfemale 6836 89 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 255 703 05 Reproduction (youngfemale) 250 56 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 713 05 Reproduction (youngfemale) 860 106 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 25 798 05 Reproduction (youngfemale) 700 101 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 61 803 05 Reproduction (youngfemale) 1010 136 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 810 05 Reproduction (youngfemale) 870 116 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 255 633 05 Reproduction (youngfemale) 260 176 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 121 636 05 Reproduction (youngfemale) 390 110 118 118 Ceriodaphnia Invert Author reported
Amphipod Hyalella azteca 95 61 051 Biomass (28 d) 1993 101 Hyalella Author reported
Amphipod Hyalella azteca 106 604 033 Biomass (28 d) 425 289 171 171 Hyalella Invert Author reported
Midge Chironomus riparius 118 558 18 Adult midge emergence 2955 119 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 119 505 18 Adult midge emergence 8442 2258 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 91 66 051 Reproduction ( of eggscase) 3387 766 591 591 Chironomus Invert Author reported
Atlantic salmon Salmo salar 127 57 18 Biomass 6156 1112 1112 1112 Salmo Fish Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Brook trout Salvelinus fontinalis 123 655 19 Biomass 1644 59 Salvelinus Author reported wellRO mix
Brook trout Salvelinus fontinalis 128 565 18 Biomass 1435 283 1293 1293 Salvelinus Fish Author reported wellRO mix
Fathead minnow Pimephales promelas 220 770 16 Biomass 6194 781 Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation well water
Fathead minnow Pimephales promelas 96 620 025 Fry survival 4286 379 544 544 Pimephales Fish Author reported half the detection limit
Zebrafish Danio rerio 83 61 025 Biomass 2344 241 241 241 Danio Fish Author reported half the detection limit
Wood frog Rana sylvatica 115 469 16 MATC-survival gt 2000 gt 2131 gt 2131 2131 gt Rana Amphib - Other Data Value is from 2007 FW Cu AWQC Appendix C recommendation aged tap water
Appendix A Acceptable Acute Toxicity Data of Aluminum to Freshwater Aquatic Animals
Species Methoda Hardness (mgL as CaCO3) pH DOC(mgL) LC50 or EC50 Conc (microgL) Reference Normalized Conc - LC50(microgL) Species Mean Acute Value(microgL) Genus Mean Acute Value(microgL) Genus DOC Note Dilution water
Snail Physa sp S M T 474 659 11 gt 23400 Call 1984 Call et al 1984 gt 4843 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 755 11 30600 Call 1984 Call et al 1984 2699 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 817 11 gt 24700 Call 1984 Call et al 1984 gt 2404 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 746 11 55500 Call 1984 Call et al 1984 5034 3546 3546 Physa Mollusk Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Fatmucket Lampsilis siliquoidea F M T 1060 612 048 gt 6302 Wang et al 2016 Wang et al 2017 gt 2983 gt 2983 2983 gt Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia S M A 500 742 11 1900 McCauley et al 1986 173 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia S M A 505 786 11 1500 McCauley et al 1986 129 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation UW-S Lake Superior lab water
Cladoceran Ceriodaphnia dubia S M A 500 813 11 2560 McCauley et al 1986 243 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia R M T 26 75 05 720 ENSR 1992d 111 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 46 76 05 1880 ENSR 1992d 250 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 96 78 05 2450 ENSR 1992d 289 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 3727 Fort and Stover 1995 500 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 5673 Fort and Stover 1995 761 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 89 76 05 2880 Soucek et al 2001 336 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U T 106 601 05 7112 European Al Association 2009 169 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 605 2 6865 European Al Association 2009 709 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 609 4 15581 European Al Association 2009 1007 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 601 05 681 European Al Association 2009 162 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 603 05 1630 European Al Association 2009 367 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 597 05 1785 European Al Association 2009 473 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 592 05 1410 European Al Association 2009 429 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 699 05 gt 1300 European Al Association 2009 gt 419 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 785 05 gt 5000 European Al Association 2009 gt 796 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 68 2 gt 10000 European Al Association 2009 gt 2076 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 782 2 gt 15000 European Al Association 2009 gt 1163 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 677 4 gt 10000 European Al Association 2009 gt 1516 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 766 4 gt 15000 European Al Association 2009 gt 861 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 79 05 gt 2000 European Al Association 2009 gt 315 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 789 05 gt 2000 European Al Association 2009 gt 316 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 604 05 1108 European Al Association 2009 85 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 598 2 11371 European Al Association 2009 482 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 573 4 80467 European Al Association 2009 4357 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 671 05 gt 10000 European Al Association 2009 gt 2379 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 783 05 gt 5000 European Al Association 2009 gt 634 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 679 2 gt 10000 European Al Association 2009 gt 1039 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 767 2 gt 15000 European Al Association 2009 gt 908 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 668 4 gt 15000 European Al Association 2009 gt 1246 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 762 4 gt 15000 European Al Association 2009 gt 633 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 606 2 33868 European Al Association 2009 792 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 56 4 104842 European Al Association 2009 4880 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 693 05 gt 5000 European Al Association 2009 gt 713 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 788 05 gt 5000 European Al Association 2009 gt 590 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 676 2 gt 15000 European Al Association 2009 gt 1212 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 771 2 gt 15000 European Al Association 2009 gt 810 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 66 4 gt 15000 European Al Association 2009 gt 1014 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 76 4 gt 15000 European Al Association 2009 gt 555 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11971 European Al Association 2010 270 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 27478 European Al Association 2010 619 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11998 European Al Association 2010 270 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 607 05 92495 European Al Association 2010 188 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 609 05 31337 European Al Association 2010 604 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 61 05 33235 European Al Association 2010 624 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 708 05 gt 8864 European Al Association 2010 gt 253 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 779 05 gt 42783 European Al Association 2010 gt 693 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 753 05 13204 European Al Association 2010 24 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 601 05 46326 European Al Association 2010 380 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 599 05 gt 8590 European Al Association 2010 gt 737 509 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia reticulata F M T 451 60 11 304 Shephard 1983 201 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia reticulata F M T 40 55 11 362 Shephard 1983 5531 1054 733 Ceriodaphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake SuperiorDI Mix
Cladoceran Daphnia magna S U NR 453 774 11 3900 Biesinger and Christensen 1972 338 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S M T 220 76 16 38200 Kimball 1978 2030 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Well water
Cladoceran Daphnia magna S U T 451 725 11 2800 Shephard 1983 287 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S U T 168 599 05 5000 European Al Association 2009 gt 227 - Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Daphnia magna S U T 168 792 05 7950 European Al Association 2009 92 333 333 Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Ostracod Stenocypris major R M T 1563 651 16 310196 Shuhaimi-Othman et al 2011a 1022 1022 1022 Stenocypris Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Malaysia)
Amphipod Crangonyx pseudogracilis R U T 50 675 16 9190 Martin and Holdich 1986 1217 1217 1217 Crangonyx Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (UK)
Amphipod Hyalella azteca F M T 105 613 048 gt 5997 Wang et al 2016 Wang et al 2017 gt 2800 gt 2800 2800 gt Hyalella Invert Author reported
Stonefly Acroneuria sp S M T 474 746 11 gt 22600 Call et al 1984 gt 2050 gt 2050 2050 gt Acroneuria Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Midge Chironomus plumosus S U T 80 70 16 30000 Fargasova 2001 2536 2536 2536 Chironomus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Slovakia)
Midge Paratanytarsus dissimilis S M T 1743 728 28 gt 77700 Lamb and Bailey 1981 1983 gt 6232 gt 6232 6232 gt Paratanytarsus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Liberty Lake Washington
Rainbow trout Oncorhynchus mykiss F M T 274 758 05 gt 9840 Gundersen et al 1994 gt 1256 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 452 762 05 gt 8070 Gundersen et al 1994 gt 1140 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 895 758 05 gt 8160 Gundersen et al 1994 gt 1489 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1304 758 05 gt 8200 Gundersen et al 1994 gt 1676 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 232 825 05 6170 Gundersen et al 1994 260 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 350 826 05 6170 Gundersen et al 1994 333 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 836 829 05 7670 Gundersen et al 1994 701 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1158 830 05 6930 Gundersen et al 1994 777 801 801 Oncorhynchus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Atlantic salmon Salmo salar S U T 68 55 05 584 Hamilton and Haines 1995 4602 - Salmo Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Atlantic salmon Salmo salar S U T 68 65 05 599 Hamilton and Haines 1995 531 1564 1564 Salmo Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Brook trout Salvelinus fontinalis S U T 40 56 16 6530 Tandjung 1982 6947 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 18 56 16 3400 Tandjung 1982 6209 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 2 56 16 370 Tandjung 1982 2988 5051 5051 Salvelinus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green sunfish Lepomis cyanellus S M T 474 755 11 gt 50000 Call et al 1984 gt 5255 gt 5255 5255 gt Lepomis Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Rio Grande silvery minnow Hybognathus amarus R M T 140 81 05 gt 59100 Buhl 2002 gt 8620 gt 8620 8620 gt Hybognathus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Fathead minnow Pimephales promelas S M T 474 761 11 gt 48200 Call et al 1984 gt 4707 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas S M T 474 805 11 gt 49800 Call et al 1984 gt 2837 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas R M T 26 78 05 1160 ENSR 1992c 104 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 46 76 05 8180 ENSR 1992c 1191 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 96 81 05 20300 ENSR 1992c 2398 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 194 81 05 44800 ENSR 1992c 7839 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 140 81 05 gt 59100 Buhl 2002 gt 8620 2224 2224 Pimephales Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Smallmouth bass Micropterus dolomieui S M T 1245 505 16 130 Kane and Rabeni 1987 859 859 859 Micropterus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green tree frog Hyla cinerea R M T 455 549 05 gt 4052 Jung and Jagoe 1995 gt 4377 gt 4377 4377 gt Hyla Amphibian Value is from 2007 FW Cu AWQC Appendix C recommendation artificial soft recon
Normalization Chemistry
pH 6 FAV 360
Hardness 25 CMC 180
DOC 1 CCC 99
Acute Ranked GMAV Chronic Ranked GMCV
Rank GMAV Genus Rank GMCV Genus
18 gt 8620 Hybognathus Fish 12 gt 2131 Rana Amphib - Other Data
17 gt 6232 Paratanytarsus Invert 11 1710 Aeolosoma Invert
16 gt 5255 Lepomis Fish 10 591 Chironomus Invert
15 5051 Salvelinus Fish 9 544 Pimephales Fish
14 gt 4377 Hyla Amphibian 8 488 Lymnaea Mollusk
13 3546 Physa Mollusk 7 255 Brachionus Invert
12 gt 2983 Lampsilis Mollusk 6 241 Danio Fish
11 gt 2800 Hyalella Invert 5 171 Hyalella Invert
10 2536 Chironomus Invert 4 129 Salvelinus Fish
9 2224 Pimephales Fish 3 118 Ceriodaphnia Invert
8 gt 2050 Acroneuria Invert 2 111 Salmo Fish
7 1564 Salmo Fish 1 104 Lampsilis Mollusk
6 1217 Crangonyx Invert
5 1022 Stenocypris Invert
4 859 Micropterus Fish
3 801 Oncorhynchus Fish
2 733 Ceriodaphnia Invert
1 333 Daphnia Invert
N Rank Genus GMAV ln(GMAV) ln(GMAV)2 P=R(N+1) sqrt(P) N Rank Genus GMCV ln(GMCV) ln(GMCV)2 P=R(N+1) sqrt(P)
18 4 Micropterus 859 676 4564 0211 0459 12 4 Salvelinus 129 486 2364 0308 0555
3 Oncorhynchus 801 669 4469 0158 0397 3 Ceriodaphnia 118 477 2277 0231 0480
2 Ceriodaphnia 733 660 4352 0105 0324 2 Salmo 111 471 2220 0154 0392
1 Daphnia 333 581 3374 0053 0229 1 Lampsilis 104 465 2159 0077 0277
Sum 2585 1676 0526 141 Sum 1899 902 0769 170
S2 = 1987 S2 = 059
L = 4890 L = 4420
A = 5887 A = 4592
FAV = 360 FCV = 987
CMC = 180
All concentrations reported are microgL total Aluminum
lt-----Click Button after entering data
ENTER DATA HERE ERRORNUM ACUTE CHRONIC
Rank 1 Rank 2 Rank 3 Rank 4 Rank 1 Rank 2 Rank 3 Rank 4
SiteName DOC(mgL) Hardness(mgL as CaCO3) pH FAV CMC CCC Genus GMAV Genus GMAV Genus GMAV Genus GMAV Genus GMCV Genus GMCV Genus GMCV Genus GMCV
Site 1 50 25 9 75428737034162 35229324666008 1800 770 Daphnia 33452 Ceriodaphnia 73576 Stenocypris 102576 Crangonyx 122230 Lampsilis 10463 Ceriodaphnia 11865 Hyalella 17200 Brachionus 25648
Site 2 50 50 9 75428737034162 31204991509063 1600 680 Daphnia 29631 Ceriodaphnia 65171 Stenocypris 90859 Crangonyx 108267 Lampsilis 9268 Ceriodaphnia 10510 Hyalella 15236 Brachionus 22718
Site 3 50 75 9 75428737034162 29067527928199 1500 640 Daphnia 27601 Ceriodaphnia 60707 Stenocypris 84635 Crangonyx 100851 Lampsilis 8633 Ceriodaphnia 9790 Hyalella 14192 Brachionus 21162
Site 4 50 100 9 75428737034162 27640367912592 1400 600 Daphnia 26246 Ceriodaphnia 57726 Stenocypris 80480 Crangonyx 95899 Lampsilis 8209 Ceriodaphnia 9309 Hyalella 13495 Brachionus 20123
Site 5 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 6 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 7 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 8 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 9 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 10 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 11 50 25 85 75428737034162 63245275664384 3200 1400 Daphnia 60055 Ceriodaphnia 132086 Stenocypris 184149 Crangonyx 219432 Lampsilis 18783 Ceriodaphnia 21301 Hyalella 30879 Brachionus 46045
Site 12 50 50 85 75428737034162 61388044609926 3100 1300 Daphnia 58291 Ceriodaphnia 128208 Stenocypris 178742 Crangonyx 212988 Lampsilis 18232 Ceriodaphnia 20676 Hyalella 29972 Brachionus 44693
Site 13 50 75 85 75428737034162 60327020429132 3000 1300 Daphnia 57284 Ceriodaphnia 125992 Stenocypris 175652 Crangonyx 209307 Lampsilis 17917 Ceriodaphnia 20318 Hyalella 29454 Brachionus 43920
Site 14 50 100 85 75428737034162 59585352130146 3000 1300 Daphnia 56580 Ceriodaphnia 124443 Stenocypris 173493 Crangonyx 206734 Lampsilis 17696 Ceriodaphnia 20068 Hyalella 29092 Salmo 41264
Site 15 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 16 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 17 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 18 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 19 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 20 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Appendix C Acceptable Chronic Toxicity Data of Aluminum to Freshwater Aquatic Animals
MLR equation
Species Hardness (mgL as CaCO3) pH DOC(mgL) EC20 Endpoint EC20(microgL) Normalized Conc- EC20(microgL) SMCV-EC20(microgL) GMCV-EC20(microgL) Genus DOC Notes Dilution water
Oligochaete Aeolosoma sp 48 6 025 Reproduction (population size) 1235 17098 17098 17098 Aeolosoma Invert Author reported half the detection limit
Rotifer Brachionus calyciflorus 100 62 025 Reproduction (population size) 431 2555 2555 2555 Brachionus Invert Author reported half the detection limit
Great pond snail Lymnaea stagnalis 117 61 025 Biomass 746 4877 4877 4877 Lymnaea Mollusk Author reported half the detection limit
Fatmucket Lampsilis siliquoidea 1055 604 040 Biomass 169 1042 1042 1042 Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia 50 715 11 Reproduction - youngstarting adult 1780 1898 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia 26 73 05 Reproduction - youngfemale 1557 2718 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 46 75 05 Reproduction - youngfemale 8087 1102 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 96 79 05 Reproduction - youngfemale 6519 796 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 194 81 05 Reproduction - youngfemale 6836 888 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 255 703 05 Reproduction (youngfemale) 250 563 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 713 05 Reproduction (youngfemale) 860 1061 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 25 798 05 Reproduction (youngfemale) 700 1006 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 61 803 05 Reproduction (youngfemale) 1010 1363 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 810 05 Reproduction (youngfemale) 870 1164 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 255 633 05 Reproduction (youngfemale) 260 1758 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 121 636 05 Reproduction (youngfemale) 390 1101 1182 1182 Ceriodaphnia Invert Author reported
Amphipod Hyalella azteca 95 61 051 Biomass (28 d) 1993 1014 Hyalella Author reported
Amphipod Hyalella azteca 106 604 033 Biomass (28 d) 425 2895 1713 1713 Hyalella Invert Author reported
Midge Chironomus riparius 118 558 18 Adult midge emergence 2955 1192 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 119 505 18 Adult midge emergence 8442 22578 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 91 66 051 Reproduction ( of eggscase) 3387 7664 5908 5908 Chironomus Invert Author reported
Atlantic salmon Salmo salar 127 57 18 Biomass 6156 5085 5085 5085 Salmo Fish Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Brook trout Salvelinus fontinalis 123 655 19 Biomass 1644 270 Salvelinus Author reported wellRO mix
Brook trout Salvelinus fontinalis 128 565 18 Biomass 1435 1295 5914 5914 Salvelinus Fish Author reported wellRO mix
Fathead minnow Pimephales promelas 220 770 16 Biomass 6194 3569 Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation well water
Fathead minnow Pimephales promelas 96 620 025 Fry survival 4286 1734 2488 2488 Pimephales Fish Author reported half the detection limit
Zebrafish Danio rerio 83 61 025 Biomass 2344 1102 1102 1102 Danio Fish Author reported half the detection limit
Wood frog Rana sylvatica 115 469 16 MATC-survival gt 2000 gt 9746 gt 9746 9746 gt Rana Amphib - Other Data Value is from 2007 FW Cu AWQC Appendix C recommendation aged tap water
Appendix A Acceptable Acute Toxicity Data of Aluminum to Freshwater Aquatic Animals
Species Methoda Hardness (mgL as CaCO3) pH DOC(mgL) LC50 or EC50 Conc (microgL) Reference Normalized Conc - LC50(microgL) Species Mean Acute Value(microgL) Genus Mean Acute Value(microgL) Genus DOC Note Dilution water
Snail Physa sp S M T 474 659 11 gt 23400 Call 1984 Call et al 1984 gt 48425 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 755 11 30600 Call 1984 Call et al 1984 26986 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 817 11 gt 24700 Call 1984 Call et al 1984 gt 24040 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 746 11 55500 Call 1984 Call et al 1984 50338 35462 35462 Physa Mollusk Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Fatmucket Lampsilis siliquoidea F M T 1060 612 048 gt 6302 Wang et al 2016 Wang et al 2017 gt 29834 gt 29834 29834 gt Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia S M A 500 742 11 1900 McCauley et al 1986 1728 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia S M A 505 786 11 1500 McCauley et al 1986 1294 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation UW-S Lake Superior lab water
Cladoceran Ceriodaphnia dubia S M A 500 813 11 2560 McCauley et al 1986 2431 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia R M T 26 75 05 720 ENSR 1992d 1113 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 46 76 05 1880 ENSR 1992d 2495 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 96 78 05 2450 ENSR 1992d 2894 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 3727 Fort and Stover 1995 5002 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 5673 Fort and Stover 1995 7613 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 89 76 05 2880 Soucek et al 2001 3362 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U T 106 601 05 7112 European Al Association 2009 1691 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 605 2 6865 European Al Association 2009 7088 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 609 4 15581 European Al Association 2009 10072 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 601 05 681 European Al Association 2009 1620 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 603 05 1630 European Al Association 2009 3674 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 597 05 1785 European Al Association 2009 4732 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 592 05 1410 European Al Association 2009 4295 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 699 05 gt 1300 European Al Association 2009 gt 4189 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 785 05 gt 5000 European Al Association 2009 gt 7960 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 68 2 gt 10000 European Al Association 2009 gt 20755 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 782 2 gt 15000 European Al Association 2009 gt 11626 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 677 4 gt 10000 European Al Association 2009 gt 15161 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 766 4 gt 15000 European Al Association 2009 gt 8608 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 79 05 gt 2000 European Al Association 2009 gt 3150 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 789 05 gt 2000 European Al Association 2009 gt 3156 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 604 05 1108 European Al Association 2009 850 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 598 2 11371 European Al Association 2009 4817 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 573 4 80467 European Al Association 2009 43570 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 671 05 gt 10000 European Al Association 2009 gt 23786 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 783 05 gt 5000 European Al Association 2009 gt 6344 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 679 2 gt 10000 European Al Association 2009 gt 10394 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 767 2 gt 15000 European Al Association 2009 gt 9082 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 668 4 gt 15000 European Al Association 2009 gt 12461 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 762 4 gt 15000 European Al Association 2009 gt 6332 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 606 2 33868 European Al Association 2009 7920 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 56 4 104842 European Al Association 2009 48800 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 693 05 gt 5000 European Al Association 2009 gt 7126 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 788 05 gt 5000 European Al Association 2009 gt 5898 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 676 2 gt 15000 European Al Association 2009 gt 12117 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 771 2 gt 15000 European Al Association 2009 gt 8096 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 66 4 gt 15000 European Al Association 2009 gt 10139 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 76 4 gt 15000 European Al Association 2009 gt 5545 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11971 European Al Association 2010 2699 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 27478 European Al Association 2010 6194 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11998 European Al Association 2010 2705 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 607 05 92495 European Al Association 2010 1876 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 609 05 31337 European Al Association 2010 6035 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 61 05 33235 European Al Association 2010 6238 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 708 05 gt 8864 European Al Association 2010 gt 2534 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 779 05 gt 42783 European Al Association 2010 gt 6930 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 753 05 13204 European Al Association 2010 244 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 601 05 46326 European Al Association 2010 3798 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 599 05 gt 8590 European Al Association 2010 gt 7366 5094 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia reticulata F M T 451 60 11 304 Shephard 1983 2009 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia reticulata F M T 40 55 11 362 Shephard 1983 55307 10542 7328 Ceriodaphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake SuperiorDI Mix
Cladoceran Daphnia magna S U NR 453 774 11 3900 Biesinger and Christensen 1972 3382 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S M T 220 76 16 38200 Kimball 1978 20303 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Well water
Cladoceran Daphnia magna S U T 451 725 11 2800 Shephard 1983 2868 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S U T 168 599 05 5000 European Al Association 2009 gt 2265 - Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Daphnia magna S U T 168 792 05 7950 European Al Association 2009 920 3332 3332 Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Ostracod Stenocypris major R M T 1563 651 16 310196 Shuhaimi-Othman et al 2011a 10216 10216 10216 Stenocypris Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Malaysia)
Amphipod Crangonyx pseudogracilis R U T 50 675 16 9190 Martin and Holdich 1986 12174 12174 12174 Crangonyx Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (UK)
Amphipod Hyalella azteca F M T 105 613 048 gt 5997 Wang et al 2016 Wang et al 2017 gt 28002 gt 28002 28002 gt Hyalella Invert Author reported
Stonefly Acroneuria sp S M T 474 746 11 gt 22600 Call et al 1984 gt 20498 gt 20498 20498 gt Acroneuria Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Midge Chironomus plumosus S U T 80 70 16 30000 Fargasova 2001 25361 25361 25361 Chironomus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Slovakia)
Midge Paratanytarsus dissimilis S M T 1743 728 28 gt 77700 Lamb and Bailey 1981 1983 gt 62318 gt 62318 62318 gt Paratanytarsus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Liberty Lake Washington
Rainbow trout Oncorhynchus mykiss F M T 274 758 05 gt 9840 Gundersen et al 1994 gt 5745 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 452 762 05 gt 8070 Gundersen et al 1994 gt 5212 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 895 758 05 gt 8160 Gundersen et al 1994 gt 6807 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1304 758 05 gt 8200 Gundersen et al 1994 gt 7662 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 232 825 05 6170 Gundersen et al 1994 1190 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 350 826 05 6170 Gundersen et al 1994 1523 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 836 829 05 7670 Gundersen et al 1994 3205 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1158 830 05 6930 Gundersen et al 1994 3554 3661 3661 Oncorhynchus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Atlantic salmon Salmo salar S U T 68 55 05 584 Hamilton and Haines 1995 21042 - Salmo Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Atlantic salmon Salmo salar S U T 68 65 05 599 Hamilton and Haines 1995 2430 7151 7151 Salmo Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Brook trout Salvelinus fontinalis S U T 40 56 16 6530 Tandjung 1982 31767 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 18 56 16 3400 Tandjung 1982 28391 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 2 56 16 370 Tandjung 1982 13663 23097 23097 Salvelinus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green sunfish Lepomis cyanellus S M T 474 755 11 gt 50000 Call et al 1984 gt 24028 gt 24028 24028 gt Lepomis Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Rio Grande silvery minnow Hybognathus amarus R M T 140 81 05 gt 59100 Buhl 2002 gt 39414 gt 39414 39414 gt Hybognathus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Fathead minnow Pimephales promelas S M T 474 761 11 gt 48200 Call et al 1984 gt 21522 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas S M T 474 805 11 gt 49800 Call et al 1984 gt 12972 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas R M T 26 78 05 1160 ENSR 1992c 477 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 46 76 05 8180 ENSR 1992c 5446 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 96 81 05 20300 ENSR 1992c 10966 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 194 81 05 44800 ENSR 1992c 35847 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 140 81 05 gt 59100 Buhl 2002 gt 39414 10168 10168 Pimephales Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Smallmouth bass Micropterus dolomieui S M T 1245 505 16 130 Kane and Rabeni 1987 3929 3929 3929 Micropterus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green tree frog Hyla cinerea R M T 455 549 05 gt 4052 Jung and Jagoe 1995 gt 20016 gt 20016 20016 gt Hyla Amphibian Value is from 2007 FW Cu AWQC Appendix C recommendation artificial soft recon
Normalization Chemistry
pH 7 FAV 2741
Hardness 100 CMC 1400
DOC 1 CCC 390
Acute Ranked GMAV Chronic Ranked GMCV
Rank GMAV Genus Rank GMCV Genus
18 gt 62318 Paratanytarsus Invert 12 17098 Aeolosoma Invert
17 gt 39414 Hybognathus Fish 11 gt 9746 Rana Amphib - Other Data
16 35462 Physa Mollusk 10 5908 Chironomus Invert
15 gt 29834 Lampsilis Mollusk 9 4877 Lymnaea Mollusk
14 gt 28002 Hyalella Invert 8 2555 Brachionus Invert
13 25361 Chironomus Invert 7 2488 Pimephales Fish
12 gt 24028 Lepomis Fish 6 1713 Hyalella Invert
11 23097 Salvelinus Fish 5 1182 Ceriodaphnia Invert
10 gt 20498 Acroneuria Invert 4 1102 Danio Fish
9 gt 20016 Hyla Amphibian 3 1042 Lampsilis Mollusk
8 12174 Crangonyx Invert 2 591 Salvelinus Fish
7 10216 Stenocypris Invert 1 509 Salmo Fish
6 10168 Pimephales Fish
5 7328 Ceriodaphnia Invert
4 7151 Salmo Fish
3 3929 Micropterus Fish
2 3661 Oncorhynchus Fish
1 3332 Daphnia Invert
N Rank Genus GMAV ln(GMAV) ln(GMAV)2 P=R(N+1) sqrt(P) N Rank Genus GMCV ln(GMCV) ln(GMCV)2 P=R(N+1) sqrt(P)
18 4 Salmo 7151 887 7876 0211 0459 12 4 Danio 1102 700 4907 0308 0555
3 Micropterus 3929 828 6849 0158 0397 3 Lampsilis 1042 695 4829 0231 0480
2 Oncorhynchus 3661 821 6733 0105 0324 2 Salvelinus 591 638 4074 0154 0392
1 Daphnia 3332 811 6579 0053 0229 1 Salmo 509 623 3883 0077 0277
Sum 3347 2804 0526 141 Sum 2657 1769 0769 170
S2 = 1223 S2 = 1080
L = 7134 L = 5242
A = 7916 A = 5976
FAV = 2741 FCV = 3940
CMC = 1371
All concentrations reported are microgL total Aluminum
lt-----Click Button after entering data
ENTER DATA HERE ERRORNUM ACUTE CHRONIC
Rank 1 Rank 2 Rank 3 Rank 4 Rank 1 Rank 2 Rank 3 Rank 4
SiteName DOC(mgL) Hardness(mgL as CaCO3) pH FAV CMC CCC Genus GMAV Genus GMAV Genus GMAV Genus GMAV Genus GMCV Genus GMCV Genus GMCV Genus GMCV
Site 1 50 25 9 75428737034162 35229324666008 1800 770 Daphnia 33452 Ceriodaphnia 73576 Stenocypris 102576 Crangonyx 122230 Lampsilis 10463 Ceriodaphnia 11865 Hyalella 17200 Brachionus 25648
Site 2 50 50 9 75428737034162 31204991509063 1600 680 Daphnia 29631 Ceriodaphnia 65171 Stenocypris 90859 Crangonyx 108267 Lampsilis 9268 Ceriodaphnia 10510 Hyalella 15236 Brachionus 22718
Site 3 50 75 9 75428737034162 29067527928199 1500 640 Daphnia 27601 Ceriodaphnia 60707 Stenocypris 84635 Crangonyx 100851 Lampsilis 8633 Ceriodaphnia 9790 Hyalella 14192 Brachionus 21162
Site 4 50 100 9 75428737034162 27640367912592 1400 600 Daphnia 26246 Ceriodaphnia 57726 Stenocypris 80480 Crangonyx 95899 Lampsilis 8209 Ceriodaphnia 9309 Hyalella 13495 Brachionus 20123
Site 5 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 6 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 7 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 8 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 9 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 10 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 11 50 25 85 75428737034162 63245275664384 3200 1400 Daphnia 60055 Ceriodaphnia 132086 Stenocypris 184149 Crangonyx 219432 Lampsilis 18783 Ceriodaphnia 21301 Hyalella 30879 Brachionus 46045
Site 12 50 50 85 75428737034162 61388044609926 3100 1300 Daphnia 58291 Ceriodaphnia 128208 Stenocypris 178742 Crangonyx 212988 Lampsilis 18232 Ceriodaphnia 20676 Hyalella 29972 Brachionus 44693
Site 13 50 75 85 75428737034162 60327020429132 3000 1300 Daphnia 57284 Ceriodaphnia 125992 Stenocypris 175652 Crangonyx 209307 Lampsilis 17917 Ceriodaphnia 20318 Hyalella 29454 Brachionus 43920
Site 14 50 100 85 75428737034162 59585352130146 3000 1300 Daphnia 56580 Ceriodaphnia 124443 Stenocypris 173493 Crangonyx 206734 Lampsilis 17696 Ceriodaphnia 20068 Hyalella 29092 Salmo 41264
Site 15 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 16 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 17 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 18 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 19 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 20 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Page 22: Draft National 304(a) Aluminum Aquatic Life Criteria … · Draft National 304(a) Aluminum Aquatic Life Criteria ... [0.503×ln ... [0.494𝑝𝑝𝐻𝐻× ℎ𝑎𝑎:ln

IV Construct sensitivity distribution to determine criteria at set conditions

22

Figure 10 Ranked Summary of Total Aluminum Genus Mean Chronic Values (GMCVs) ndash Freshwater Supplemented with Other Data to Fulfill Missing MDRs at pH 7 Hardness of 100 mgL and DOC of 1 mgL

Aluminum Criteria Calculatorbull The relative ranking of genera in the sensitivity

distribution to which the toxicity data are normalized will change based on the set of water chemistry conditions (ie pH hardness and DOC)

bull To make calculating aluminum criteria easier EPA developed an Aluminum Criteria Calculatorndash Automated so that user only needs to enter water chemistry

conditions of interestndash Allows quick calculations for a variety of conditionsndash Limits calculations to the recommended conditions for which

the MLR models were developed were specified for hardness and DOC

bull No extrapolation beyond hardness and DOC empirical data bounds

23

Aluminum Criteria Calculator SD Example

24

pH=7 Hardness=100 DOC=1 pH=6 Hardness=25 DOC=1

Chronic Ranked GMCVRank GMCV Genus

12 17098 Aeolosoma Invert11 gt 9746 Rana Amphib - Other Data10 5908 Chironomus Invert

9 4877 Lymnaea Mollusk8 2555 Brachionus Invert7 2488 Pimephales Fish6 1713 Hyalella Invert5 1182 Ceriodaphnia Invert4 1102 Danio Fish3 1042 Lampsilis Mollusk2 591 Salvelinus Fish1 509 Salmo Fish

FCV = 3940 microgL total aluminum

Chronic Ranked GMCVRank GMCV Genus

12 gt 2131 Rana Amphib - Other Data11 1710 Aeolosoma Invert10 591 Chironomus Invert

9 544 Pimephales Fish8 488 Lymnaea Mollusk7 255 Brachionus Invert6 241 Danio Fish5 171 Hyalella Invert4 129 Salvelinus Fish3 118 Ceriodaphnia Invert2 111 Salmo Fish1 104 Lampsilis Mollusk

FCV = 987 microgL total aluminum

Multiple Scenarios

Run Scenarios

Summary Sheet

Acute Dataset

Chronic Dataset

Multiple Scenarios

Run Scenarios

Summary Sheet

Acute Dataset

Chronic Dataset

Boundaries of the Criteria Outputsbull MLR models were developed using data that

encompassndash DOC range of 008-5 mgLndash Hardness range of 98-127 mgL (as CaCO3)ndash pH range of 6-81

bull MLR criteria outputs are bounded atndash Maximum of 150 mgL total hardness (as CaCO3)

ndash DOC of 50 mgLndash pH range of the model is 50 to 90

25

Aluminum Criteria Look-Up Tables

26

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=05 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 23 a 14 b 69 c 160 f 350 f 620 i 540 b 410 a 230 a

50 43 a 24 b 100 d 170 f 310 f 630 f 670 j 400 a 200 a

75 61 a 33 b 130 e 180 f 290 f 530 f 730 i 390 a 190 a

100 78 a 41 b 150 e 190 f 280 g 460 f 770 c 390 a 180 a

150 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

200 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

250 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

300 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

350 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

400 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

Aluminum Criteria Look-Up Tables

27

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=10 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 33 a 21 b 99 c 220 f 490 f 900 i 780 b 590 a 330 a

50 61 a 35 b 150 e 250 f 440 f 890 f 960 j 580 a 290 a

75 88 a 47 b 180 e 260 f 410 f 740 f 1100 i 570 a 270 a

100 11 a 59 b 210 e 270 f 390 g 650 f 1100 c 560 b 260 a

150 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

200 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

250 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

300 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

350 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

400 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

Aluminum Criteria Look-Up Tables

28

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=25 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 54 a 34 b 160 c 350 f 770 f 1500 i 1300 b 960 a 540 a

50 99 a 57 b 230 e 390 f 690 f 1400 f 1600 j 930 a 470 a

75 14 a 77 b 290 e 410 f 640 f 1200 f 1700 i 920 a 440 a

100 18 a 96 b 330 e 420 f 620 g 1000 f 1800 d 920 b 420 a

150 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

200 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

250 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

300 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

350 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

400 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

Aluminum Criteria Look-Up Tables

29

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=50 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 77 a 49 b 230 c 500 f 1100 f 2100 c 1900 b 1400 a 770 a

50 14 a 82 b 330 e 540 f 970 f 2000 f 2200 j 1300 a 680 a

75 20 a 110 b 410 e 570 f 900 f 1600 f 2500 i 1300 a 640 a

100 26 a 140 b 460 f 590 f 880 g 1400 f 2500 d 1300 b 600 a

150 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

200 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

250 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

300 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

350 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

400 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

Status

30

bull Draft Document Released to the Federal Register on 72817ndash Public comment period of 60 days ndash Due Date for Comments is 92617

bull Revisions will be made considering public commentsbull Subsequent EPA intra-agency review of final criteria

document will then be conducted bull Publication of final criteria document planned for Late Fall

2017

Federal Register Webpagehttpswwwfederalregistergovdocuments201

707282017-15968request-for-scientific-views-draft-updated-aquatic-life-ambient-water-quality-criteria-for-aluminum

Aluminum Criteria Webpagehttpswwwepagovwqc2017-draft-aquatic-life-

criteria-aluminum-freshwater-documents

31

Contact Information

Aluminum Criteria Lead Diana EignorEignorDianaepagov

202-566-1143

Kathryn Gallagher Branch Chiefgallagherkathrynepagov

202-564-1398 32

  • Draft National 304(a) Aluminum Aquatic Life Criteria
  • Slide Number 2
  • Overview
  • Sources of Aluminum
  • Current 1988 Aluminum Criteria
  • Current 1988 Aluminum Criteria
  • Aluminum Standards
  • Criteria Development Process
  • Framework for Updated Draft Aluminum Criteria
  • I Screen toxicological studies for high quality data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Slide Number 14
  • EstuarineMarine Minimum Data Requirements
  • II Evaluate water quality conditions to determine applicability
  • Multiple Bioavailability Modeling Approaches Underwent External Peer Review
  • Accounting for Effects of Water Chemistry on Bioavailability and Toxicity
  • Multiple Linear Regression (MLR) Models to Account for Effects of Water Chemistry
  • III Normalize toxicity data in species sensitivity distribution to a set of water quality conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • Aluminum Criteria Calculator
  • Aluminum Criteria Calculator SD Example
  • Boundaries of the Criteria Outputs
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Status
  • Slide Number 31
  • Contact Information
Appendix C Acceptable Chronic Toxicity Data of Aluminum to Freshwater Aquatic Animals
MLR equation
Species Hardness (mgL as CaCO3) pH DOC(mgL) EC20 Endpoint EC20(microgL) Normalized Conc- EC20(microgL) SMCV-EC20(microgL) GMCV-EC20(microgL) Genus DOC Notes Dilution water
Oligochaete Aeolosoma sp 48 6 025 Reproduction (population size) 1235 1710 1710 1710 Aeolosoma Invert Author reported half the detection limit
Rotifer Brachionus calyciflorus 100 62 025 Reproduction (population size) 431 255 255 255 Brachionus Invert Author reported half the detection limit
Great pond snail Lymnaea stagnalis 117 61 025 Biomass 746 488 488 488 Lymnaea Mollusk Author reported half the detection limit
Fatmucket Lampsilis siliquoidea 1055 604 040 Biomass 169 104 104 104 Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia 50 715 11 Reproduction - youngstarting adult 1780 190 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia 26 73 05 Reproduction - youngfemale 1557 272 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 46 75 05 Reproduction - youngfemale 8087 110 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 96 79 05 Reproduction - youngfemale 6519 80 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 194 81 05 Reproduction - youngfemale 6836 89 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 255 703 05 Reproduction (youngfemale) 250 56 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 713 05 Reproduction (youngfemale) 860 106 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 25 798 05 Reproduction (youngfemale) 700 101 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 61 803 05 Reproduction (youngfemale) 1010 136 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 810 05 Reproduction (youngfemale) 870 116 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 255 633 05 Reproduction (youngfemale) 260 176 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 121 636 05 Reproduction (youngfemale) 390 110 118 118 Ceriodaphnia Invert Author reported
Amphipod Hyalella azteca 95 61 051 Biomass (28 d) 1993 101 Hyalella Author reported
Amphipod Hyalella azteca 106 604 033 Biomass (28 d) 425 289 171 171 Hyalella Invert Author reported
Midge Chironomus riparius 118 558 18 Adult midge emergence 2955 119 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 119 505 18 Adult midge emergence 8442 2258 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 91 66 051 Reproduction ( of eggscase) 3387 766 591 591 Chironomus Invert Author reported
Atlantic salmon Salmo salar 127 57 18 Biomass 6156 1112 1112 1112 Salmo Fish Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Brook trout Salvelinus fontinalis 123 655 19 Biomass 1644 59 Salvelinus Author reported wellRO mix
Brook trout Salvelinus fontinalis 128 565 18 Biomass 1435 283 1293 1293 Salvelinus Fish Author reported wellRO mix
Fathead minnow Pimephales promelas 220 770 16 Biomass 6194 781 Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation well water
Fathead minnow Pimephales promelas 96 620 025 Fry survival 4286 379 544 544 Pimephales Fish Author reported half the detection limit
Zebrafish Danio rerio 83 61 025 Biomass 2344 241 241 241 Danio Fish Author reported half the detection limit
Wood frog Rana sylvatica 115 469 16 MATC-survival gt 2000 gt 2131 gt 2131 2131 gt Rana Amphib - Other Data Value is from 2007 FW Cu AWQC Appendix C recommendation aged tap water
Appendix A Acceptable Acute Toxicity Data of Aluminum to Freshwater Aquatic Animals
Species Methoda Hardness (mgL as CaCO3) pH DOC(mgL) LC50 or EC50 Conc (microgL) Reference Normalized Conc - LC50(microgL) Species Mean Acute Value(microgL) Genus Mean Acute Value(microgL) Genus DOC Note Dilution water
Snail Physa sp S M T 474 659 11 gt 23400 Call 1984 Call et al 1984 gt 4843 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 755 11 30600 Call 1984 Call et al 1984 2699 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 817 11 gt 24700 Call 1984 Call et al 1984 gt 2404 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 746 11 55500 Call 1984 Call et al 1984 5034 3546 3546 Physa Mollusk Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Fatmucket Lampsilis siliquoidea F M T 1060 612 048 gt 6302 Wang et al 2016 Wang et al 2017 gt 2983 gt 2983 2983 gt Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia S M A 500 742 11 1900 McCauley et al 1986 173 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia S M A 505 786 11 1500 McCauley et al 1986 129 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation UW-S Lake Superior lab water
Cladoceran Ceriodaphnia dubia S M A 500 813 11 2560 McCauley et al 1986 243 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia R M T 26 75 05 720 ENSR 1992d 111 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 46 76 05 1880 ENSR 1992d 250 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 96 78 05 2450 ENSR 1992d 289 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 3727 Fort and Stover 1995 500 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 5673 Fort and Stover 1995 761 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 89 76 05 2880 Soucek et al 2001 336 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U T 106 601 05 7112 European Al Association 2009 169 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 605 2 6865 European Al Association 2009 709 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 609 4 15581 European Al Association 2009 1007 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 601 05 681 European Al Association 2009 162 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 603 05 1630 European Al Association 2009 367 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 597 05 1785 European Al Association 2009 473 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 592 05 1410 European Al Association 2009 429 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 699 05 gt 1300 European Al Association 2009 gt 419 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 785 05 gt 5000 European Al Association 2009 gt 796 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 68 2 gt 10000 European Al Association 2009 gt 2076 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 782 2 gt 15000 European Al Association 2009 gt 1163 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 677 4 gt 10000 European Al Association 2009 gt 1516 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 766 4 gt 15000 European Al Association 2009 gt 861 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 79 05 gt 2000 European Al Association 2009 gt 315 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 789 05 gt 2000 European Al Association 2009 gt 316 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 604 05 1108 European Al Association 2009 85 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 598 2 11371 European Al Association 2009 482 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 573 4 80467 European Al Association 2009 4357 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 671 05 gt 10000 European Al Association 2009 gt 2379 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 783 05 gt 5000 European Al Association 2009 gt 634 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 679 2 gt 10000 European Al Association 2009 gt 1039 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 767 2 gt 15000 European Al Association 2009 gt 908 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 668 4 gt 15000 European Al Association 2009 gt 1246 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 762 4 gt 15000 European Al Association 2009 gt 633 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 606 2 33868 European Al Association 2009 792 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 56 4 104842 European Al Association 2009 4880 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 693 05 gt 5000 European Al Association 2009 gt 713 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 788 05 gt 5000 European Al Association 2009 gt 590 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 676 2 gt 15000 European Al Association 2009 gt 1212 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 771 2 gt 15000 European Al Association 2009 gt 810 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 66 4 gt 15000 European Al Association 2009 gt 1014 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 76 4 gt 15000 European Al Association 2009 gt 555 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11971 European Al Association 2010 270 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 27478 European Al Association 2010 619 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11998 European Al Association 2010 270 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 607 05 92495 European Al Association 2010 188 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 609 05 31337 European Al Association 2010 604 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 61 05 33235 European Al Association 2010 624 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 708 05 gt 8864 European Al Association 2010 gt 253 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 779 05 gt 42783 European Al Association 2010 gt 693 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 753 05 13204 European Al Association 2010 24 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 601 05 46326 European Al Association 2010 380 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 599 05 gt 8590 European Al Association 2010 gt 737 509 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia reticulata F M T 451 60 11 304 Shephard 1983 201 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia reticulata F M T 40 55 11 362 Shephard 1983 5531 1054 733 Ceriodaphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake SuperiorDI Mix
Cladoceran Daphnia magna S U NR 453 774 11 3900 Biesinger and Christensen 1972 338 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S M T 220 76 16 38200 Kimball 1978 2030 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Well water
Cladoceran Daphnia magna S U T 451 725 11 2800 Shephard 1983 287 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S U T 168 599 05 5000 European Al Association 2009 gt 227 - Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Daphnia magna S U T 168 792 05 7950 European Al Association 2009 92 333 333 Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Ostracod Stenocypris major R M T 1563 651 16 310196 Shuhaimi-Othman et al 2011a 1022 1022 1022 Stenocypris Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Malaysia)
Amphipod Crangonyx pseudogracilis R U T 50 675 16 9190 Martin and Holdich 1986 1217 1217 1217 Crangonyx Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (UK)
Amphipod Hyalella azteca F M T 105 613 048 gt 5997 Wang et al 2016 Wang et al 2017 gt 2800 gt 2800 2800 gt Hyalella Invert Author reported
Stonefly Acroneuria sp S M T 474 746 11 gt 22600 Call et al 1984 gt 2050 gt 2050 2050 gt Acroneuria Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Midge Chironomus plumosus S U T 80 70 16 30000 Fargasova 2001 2536 2536 2536 Chironomus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Slovakia)
Midge Paratanytarsus dissimilis S M T 1743 728 28 gt 77700 Lamb and Bailey 1981 1983 gt 6232 gt 6232 6232 gt Paratanytarsus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Liberty Lake Washington
Rainbow trout Oncorhynchus mykiss F M T 274 758 05 gt 9840 Gundersen et al 1994 gt 1256 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 452 762 05 gt 8070 Gundersen et al 1994 gt 1140 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 895 758 05 gt 8160 Gundersen et al 1994 gt 1489 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1304 758 05 gt 8200 Gundersen et al 1994 gt 1676 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 232 825 05 6170 Gundersen et al 1994 260 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 350 826 05 6170 Gundersen et al 1994 333 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 836 829 05 7670 Gundersen et al 1994 701 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1158 830 05 6930 Gundersen et al 1994 777 801 801 Oncorhynchus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Atlantic salmon Salmo salar S U T 68 55 05 584 Hamilton and Haines 1995 4602 - Salmo Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Atlantic salmon Salmo salar S U T 68 65 05 599 Hamilton and Haines 1995 531 1564 1564 Salmo Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Brook trout Salvelinus fontinalis S U T 40 56 16 6530 Tandjung 1982 6947 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 18 56 16 3400 Tandjung 1982 6209 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 2 56 16 370 Tandjung 1982 2988 5051 5051 Salvelinus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green sunfish Lepomis cyanellus S M T 474 755 11 gt 50000 Call et al 1984 gt 5255 gt 5255 5255 gt Lepomis Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Rio Grande silvery minnow Hybognathus amarus R M T 140 81 05 gt 59100 Buhl 2002 gt 8620 gt 8620 8620 gt Hybognathus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Fathead minnow Pimephales promelas S M T 474 761 11 gt 48200 Call et al 1984 gt 4707 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas S M T 474 805 11 gt 49800 Call et al 1984 gt 2837 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas R M T 26 78 05 1160 ENSR 1992c 104 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 46 76 05 8180 ENSR 1992c 1191 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 96 81 05 20300 ENSR 1992c 2398 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 194 81 05 44800 ENSR 1992c 7839 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 140 81 05 gt 59100 Buhl 2002 gt 8620 2224 2224 Pimephales Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Smallmouth bass Micropterus dolomieui S M T 1245 505 16 130 Kane and Rabeni 1987 859 859 859 Micropterus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green tree frog Hyla cinerea R M T 455 549 05 gt 4052 Jung and Jagoe 1995 gt 4377 gt 4377 4377 gt Hyla Amphibian Value is from 2007 FW Cu AWQC Appendix C recommendation artificial soft recon
Normalization Chemistry
pH 6 FAV 360
Hardness 25 CMC 180
DOC 1 CCC 99
Acute Ranked GMAV Chronic Ranked GMCV
Rank GMAV Genus Rank GMCV Genus
18 gt 8620 Hybognathus Fish 12 gt 2131 Rana Amphib - Other Data
17 gt 6232 Paratanytarsus Invert 11 1710 Aeolosoma Invert
16 gt 5255 Lepomis Fish 10 591 Chironomus Invert
15 5051 Salvelinus Fish 9 544 Pimephales Fish
14 gt 4377 Hyla Amphibian 8 488 Lymnaea Mollusk
13 3546 Physa Mollusk 7 255 Brachionus Invert
12 gt 2983 Lampsilis Mollusk 6 241 Danio Fish
11 gt 2800 Hyalella Invert 5 171 Hyalella Invert
10 2536 Chironomus Invert 4 129 Salvelinus Fish
9 2224 Pimephales Fish 3 118 Ceriodaphnia Invert
8 gt 2050 Acroneuria Invert 2 111 Salmo Fish
7 1564 Salmo Fish 1 104 Lampsilis Mollusk
6 1217 Crangonyx Invert
5 1022 Stenocypris Invert
4 859 Micropterus Fish
3 801 Oncorhynchus Fish
2 733 Ceriodaphnia Invert
1 333 Daphnia Invert
N Rank Genus GMAV ln(GMAV) ln(GMAV)2 P=R(N+1) sqrt(P) N Rank Genus GMCV ln(GMCV) ln(GMCV)2 P=R(N+1) sqrt(P)
18 4 Micropterus 859 676 4564 0211 0459 12 4 Salvelinus 129 486 2364 0308 0555
3 Oncorhynchus 801 669 4469 0158 0397 3 Ceriodaphnia 118 477 2277 0231 0480
2 Ceriodaphnia 733 660 4352 0105 0324 2 Salmo 111 471 2220 0154 0392
1 Daphnia 333 581 3374 0053 0229 1 Lampsilis 104 465 2159 0077 0277
Sum 2585 1676 0526 141 Sum 1899 902 0769 170
S2 = 1987 S2 = 059
L = 4890 L = 4420
A = 5887 A = 4592
FAV = 360 FCV = 987
CMC = 180
All concentrations reported are microgL total Aluminum
lt-----Click Button after entering data
ENTER DATA HERE ERRORNUM ACUTE CHRONIC
Rank 1 Rank 2 Rank 3 Rank 4 Rank 1 Rank 2 Rank 3 Rank 4
SiteName DOC(mgL) Hardness(mgL as CaCO3) pH FAV CMC CCC Genus GMAV Genus GMAV Genus GMAV Genus GMAV Genus GMCV Genus GMCV Genus GMCV Genus GMCV
Site 1 50 25 9 75428737034162 35229324666008 1800 770 Daphnia 33452 Ceriodaphnia 73576 Stenocypris 102576 Crangonyx 122230 Lampsilis 10463 Ceriodaphnia 11865 Hyalella 17200 Brachionus 25648
Site 2 50 50 9 75428737034162 31204991509063 1600 680 Daphnia 29631 Ceriodaphnia 65171 Stenocypris 90859 Crangonyx 108267 Lampsilis 9268 Ceriodaphnia 10510 Hyalella 15236 Brachionus 22718
Site 3 50 75 9 75428737034162 29067527928199 1500 640 Daphnia 27601 Ceriodaphnia 60707 Stenocypris 84635 Crangonyx 100851 Lampsilis 8633 Ceriodaphnia 9790 Hyalella 14192 Brachionus 21162
Site 4 50 100 9 75428737034162 27640367912592 1400 600 Daphnia 26246 Ceriodaphnia 57726 Stenocypris 80480 Crangonyx 95899 Lampsilis 8209 Ceriodaphnia 9309 Hyalella 13495 Brachionus 20123
Site 5 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 6 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 7 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 8 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 9 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 10 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 11 50 25 85 75428737034162 63245275664384 3200 1400 Daphnia 60055 Ceriodaphnia 132086 Stenocypris 184149 Crangonyx 219432 Lampsilis 18783 Ceriodaphnia 21301 Hyalella 30879 Brachionus 46045
Site 12 50 50 85 75428737034162 61388044609926 3100 1300 Daphnia 58291 Ceriodaphnia 128208 Stenocypris 178742 Crangonyx 212988 Lampsilis 18232 Ceriodaphnia 20676 Hyalella 29972 Brachionus 44693
Site 13 50 75 85 75428737034162 60327020429132 3000 1300 Daphnia 57284 Ceriodaphnia 125992 Stenocypris 175652 Crangonyx 209307 Lampsilis 17917 Ceriodaphnia 20318 Hyalella 29454 Brachionus 43920
Site 14 50 100 85 75428737034162 59585352130146 3000 1300 Daphnia 56580 Ceriodaphnia 124443 Stenocypris 173493 Crangonyx 206734 Lampsilis 17696 Ceriodaphnia 20068 Hyalella 29092 Salmo 41264
Site 15 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 16 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 17 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 18 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 19 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 20 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Appendix C Acceptable Chronic Toxicity Data of Aluminum to Freshwater Aquatic Animals
MLR equation
Species Hardness (mgL as CaCO3) pH DOC(mgL) EC20 Endpoint EC20(microgL) Normalized Conc- EC20(microgL) SMCV-EC20(microgL) GMCV-EC20(microgL) Genus DOC Notes Dilution water
Oligochaete Aeolosoma sp 48 6 025 Reproduction (population size) 1235 17098 17098 17098 Aeolosoma Invert Author reported half the detection limit
Rotifer Brachionus calyciflorus 100 62 025 Reproduction (population size) 431 2555 2555 2555 Brachionus Invert Author reported half the detection limit
Great pond snail Lymnaea stagnalis 117 61 025 Biomass 746 4877 4877 4877 Lymnaea Mollusk Author reported half the detection limit
Fatmucket Lampsilis siliquoidea 1055 604 040 Biomass 169 1042 1042 1042 Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia 50 715 11 Reproduction - youngstarting adult 1780 1898 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia 26 73 05 Reproduction - youngfemale 1557 2718 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 46 75 05 Reproduction - youngfemale 8087 1102 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 96 79 05 Reproduction - youngfemale 6519 796 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 194 81 05 Reproduction - youngfemale 6836 888 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 255 703 05 Reproduction (youngfemale) 250 563 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 713 05 Reproduction (youngfemale) 860 1061 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 25 798 05 Reproduction (youngfemale) 700 1006 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 61 803 05 Reproduction (youngfemale) 1010 1363 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 810 05 Reproduction (youngfemale) 870 1164 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 255 633 05 Reproduction (youngfemale) 260 1758 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 121 636 05 Reproduction (youngfemale) 390 1101 1182 1182 Ceriodaphnia Invert Author reported
Amphipod Hyalella azteca 95 61 051 Biomass (28 d) 1993 1014 Hyalella Author reported
Amphipod Hyalella azteca 106 604 033 Biomass (28 d) 425 2895 1713 1713 Hyalella Invert Author reported
Midge Chironomus riparius 118 558 18 Adult midge emergence 2955 1192 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 119 505 18 Adult midge emergence 8442 22578 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 91 66 051 Reproduction ( of eggscase) 3387 7664 5908 5908 Chironomus Invert Author reported
Atlantic salmon Salmo salar 127 57 18 Biomass 6156 5085 5085 5085 Salmo Fish Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Brook trout Salvelinus fontinalis 123 655 19 Biomass 1644 270 Salvelinus Author reported wellRO mix
Brook trout Salvelinus fontinalis 128 565 18 Biomass 1435 1295 5914 5914 Salvelinus Fish Author reported wellRO mix
Fathead minnow Pimephales promelas 220 770 16 Biomass 6194 3569 Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation well water
Fathead minnow Pimephales promelas 96 620 025 Fry survival 4286 1734 2488 2488 Pimephales Fish Author reported half the detection limit
Zebrafish Danio rerio 83 61 025 Biomass 2344 1102 1102 1102 Danio Fish Author reported half the detection limit
Wood frog Rana sylvatica 115 469 16 MATC-survival gt 2000 gt 9746 gt 9746 9746 gt Rana Amphib - Other Data Value is from 2007 FW Cu AWQC Appendix C recommendation aged tap water
Appendix A Acceptable Acute Toxicity Data of Aluminum to Freshwater Aquatic Animals
Species Methoda Hardness (mgL as CaCO3) pH DOC(mgL) LC50 or EC50 Conc (microgL) Reference Normalized Conc - LC50(microgL) Species Mean Acute Value(microgL) Genus Mean Acute Value(microgL) Genus DOC Note Dilution water
Snail Physa sp S M T 474 659 11 gt 23400 Call 1984 Call et al 1984 gt 48425 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 755 11 30600 Call 1984 Call et al 1984 26986 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 817 11 gt 24700 Call 1984 Call et al 1984 gt 24040 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 746 11 55500 Call 1984 Call et al 1984 50338 35462 35462 Physa Mollusk Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Fatmucket Lampsilis siliquoidea F M T 1060 612 048 gt 6302 Wang et al 2016 Wang et al 2017 gt 29834 gt 29834 29834 gt Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia S M A 500 742 11 1900 McCauley et al 1986 1728 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia S M A 505 786 11 1500 McCauley et al 1986 1294 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation UW-S Lake Superior lab water
Cladoceran Ceriodaphnia dubia S M A 500 813 11 2560 McCauley et al 1986 2431 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia R M T 26 75 05 720 ENSR 1992d 1113 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 46 76 05 1880 ENSR 1992d 2495 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 96 78 05 2450 ENSR 1992d 2894 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 3727 Fort and Stover 1995 5002 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 5673 Fort and Stover 1995 7613 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 89 76 05 2880 Soucek et al 2001 3362 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U T 106 601 05 7112 European Al Association 2009 1691 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 605 2 6865 European Al Association 2009 7088 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 609 4 15581 European Al Association 2009 10072 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 601 05 681 European Al Association 2009 1620 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 603 05 1630 European Al Association 2009 3674 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 597 05 1785 European Al Association 2009 4732 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 592 05 1410 European Al Association 2009 4295 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 699 05 gt 1300 European Al Association 2009 gt 4189 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 785 05 gt 5000 European Al Association 2009 gt 7960 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 68 2 gt 10000 European Al Association 2009 gt 20755 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 782 2 gt 15000 European Al Association 2009 gt 11626 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 677 4 gt 10000 European Al Association 2009 gt 15161 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 766 4 gt 15000 European Al Association 2009 gt 8608 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 79 05 gt 2000 European Al Association 2009 gt 3150 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 789 05 gt 2000 European Al Association 2009 gt 3156 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 604 05 1108 European Al Association 2009 850 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 598 2 11371 European Al Association 2009 4817 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 573 4 80467 European Al Association 2009 43570 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 671 05 gt 10000 European Al Association 2009 gt 23786 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 783 05 gt 5000 European Al Association 2009 gt 6344 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 679 2 gt 10000 European Al Association 2009 gt 10394 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 767 2 gt 15000 European Al Association 2009 gt 9082 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 668 4 gt 15000 European Al Association 2009 gt 12461 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 762 4 gt 15000 European Al Association 2009 gt 6332 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 606 2 33868 European Al Association 2009 7920 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 56 4 104842 European Al Association 2009 48800 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 693 05 gt 5000 European Al Association 2009 gt 7126 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 788 05 gt 5000 European Al Association 2009 gt 5898 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 676 2 gt 15000 European Al Association 2009 gt 12117 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 771 2 gt 15000 European Al Association 2009 gt 8096 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 66 4 gt 15000 European Al Association 2009 gt 10139 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 76 4 gt 15000 European Al Association 2009 gt 5545 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11971 European Al Association 2010 2699 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 27478 European Al Association 2010 6194 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11998 European Al Association 2010 2705 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 607 05 92495 European Al Association 2010 1876 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 609 05 31337 European Al Association 2010 6035 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 61 05 33235 European Al Association 2010 6238 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 708 05 gt 8864 European Al Association 2010 gt 2534 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 779 05 gt 42783 European Al Association 2010 gt 6930 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 753 05 13204 European Al Association 2010 244 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 601 05 46326 European Al Association 2010 3798 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 599 05 gt 8590 European Al Association 2010 gt 7366 5094 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia reticulata F M T 451 60 11 304 Shephard 1983 2009 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia reticulata F M T 40 55 11 362 Shephard 1983 55307 10542 7328 Ceriodaphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake SuperiorDI Mix
Cladoceran Daphnia magna S U NR 453 774 11 3900 Biesinger and Christensen 1972 3382 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S M T 220 76 16 38200 Kimball 1978 20303 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Well water
Cladoceran Daphnia magna S U T 451 725 11 2800 Shephard 1983 2868 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S U T 168 599 05 5000 European Al Association 2009 gt 2265 - Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Daphnia magna S U T 168 792 05 7950 European Al Association 2009 920 3332 3332 Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Ostracod Stenocypris major R M T 1563 651 16 310196 Shuhaimi-Othman et al 2011a 10216 10216 10216 Stenocypris Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Malaysia)
Amphipod Crangonyx pseudogracilis R U T 50 675 16 9190 Martin and Holdich 1986 12174 12174 12174 Crangonyx Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (UK)
Amphipod Hyalella azteca F M T 105 613 048 gt 5997 Wang et al 2016 Wang et al 2017 gt 28002 gt 28002 28002 gt Hyalella Invert Author reported
Stonefly Acroneuria sp S M T 474 746 11 gt 22600 Call et al 1984 gt 20498 gt 20498 20498 gt Acroneuria Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Midge Chironomus plumosus S U T 80 70 16 30000 Fargasova 2001 25361 25361 25361 Chironomus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Slovakia)
Midge Paratanytarsus dissimilis S M T 1743 728 28 gt 77700 Lamb and Bailey 1981 1983 gt 62318 gt 62318 62318 gt Paratanytarsus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Liberty Lake Washington
Rainbow trout Oncorhynchus mykiss F M T 274 758 05 gt 9840 Gundersen et al 1994 gt 5745 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 452 762 05 gt 8070 Gundersen et al 1994 gt 5212 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 895 758 05 gt 8160 Gundersen et al 1994 gt 6807 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1304 758 05 gt 8200 Gundersen et al 1994 gt 7662 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 232 825 05 6170 Gundersen et al 1994 1190 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 350 826 05 6170 Gundersen et al 1994 1523 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 836 829 05 7670 Gundersen et al 1994 3205 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1158 830 05 6930 Gundersen et al 1994 3554 3661 3661 Oncorhynchus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Atlantic salmon Salmo salar S U T 68 55 05 584 Hamilton and Haines 1995 21042 - Salmo Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Atlantic salmon Salmo salar S U T 68 65 05 599 Hamilton and Haines 1995 2430 7151 7151 Salmo Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Brook trout Salvelinus fontinalis S U T 40 56 16 6530 Tandjung 1982 31767 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 18 56 16 3400 Tandjung 1982 28391 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 2 56 16 370 Tandjung 1982 13663 23097 23097 Salvelinus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green sunfish Lepomis cyanellus S M T 474 755 11 gt 50000 Call et al 1984 gt 24028 gt 24028 24028 gt Lepomis Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Rio Grande silvery minnow Hybognathus amarus R M T 140 81 05 gt 59100 Buhl 2002 gt 39414 gt 39414 39414 gt Hybognathus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Fathead minnow Pimephales promelas S M T 474 761 11 gt 48200 Call et al 1984 gt 21522 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas S M T 474 805 11 gt 49800 Call et al 1984 gt 12972 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas R M T 26 78 05 1160 ENSR 1992c 477 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 46 76 05 8180 ENSR 1992c 5446 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 96 81 05 20300 ENSR 1992c 10966 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 194 81 05 44800 ENSR 1992c 35847 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 140 81 05 gt 59100 Buhl 2002 gt 39414 10168 10168 Pimephales Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Smallmouth bass Micropterus dolomieui S M T 1245 505 16 130 Kane and Rabeni 1987 3929 3929 3929 Micropterus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green tree frog Hyla cinerea R M T 455 549 05 gt 4052 Jung and Jagoe 1995 gt 20016 gt 20016 20016 gt Hyla Amphibian Value is from 2007 FW Cu AWQC Appendix C recommendation artificial soft recon
Normalization Chemistry
pH 7 FAV 2741
Hardness 100 CMC 1400
DOC 1 CCC 390
Acute Ranked GMAV Chronic Ranked GMCV
Rank GMAV Genus Rank GMCV Genus
18 gt 62318 Paratanytarsus Invert 12 17098 Aeolosoma Invert
17 gt 39414 Hybognathus Fish 11 gt 9746 Rana Amphib - Other Data
16 35462 Physa Mollusk 10 5908 Chironomus Invert
15 gt 29834 Lampsilis Mollusk 9 4877 Lymnaea Mollusk
14 gt 28002 Hyalella Invert 8 2555 Brachionus Invert
13 25361 Chironomus Invert 7 2488 Pimephales Fish
12 gt 24028 Lepomis Fish 6 1713 Hyalella Invert
11 23097 Salvelinus Fish 5 1182 Ceriodaphnia Invert
10 gt 20498 Acroneuria Invert 4 1102 Danio Fish
9 gt 20016 Hyla Amphibian 3 1042 Lampsilis Mollusk
8 12174 Crangonyx Invert 2 591 Salvelinus Fish
7 10216 Stenocypris Invert 1 509 Salmo Fish
6 10168 Pimephales Fish
5 7328 Ceriodaphnia Invert
4 7151 Salmo Fish
3 3929 Micropterus Fish
2 3661 Oncorhynchus Fish
1 3332 Daphnia Invert
N Rank Genus GMAV ln(GMAV) ln(GMAV)2 P=R(N+1) sqrt(P) N Rank Genus GMCV ln(GMCV) ln(GMCV)2 P=R(N+1) sqrt(P)
18 4 Salmo 7151 887 7876 0211 0459 12 4 Danio 1102 700 4907 0308 0555
3 Micropterus 3929 828 6849 0158 0397 3 Lampsilis 1042 695 4829 0231 0480
2 Oncorhynchus 3661 821 6733 0105 0324 2 Salvelinus 591 638 4074 0154 0392
1 Daphnia 3332 811 6579 0053 0229 1 Salmo 509 623 3883 0077 0277
Sum 3347 2804 0526 141 Sum 2657 1769 0769 170
S2 = 1223 S2 = 1080
L = 7134 L = 5242
A = 7916 A = 5976
FAV = 2741 FCV = 3940
CMC = 1371
All concentrations reported are microgL total Aluminum
lt-----Click Button after entering data
ENTER DATA HERE ERRORNUM ACUTE CHRONIC
Rank 1 Rank 2 Rank 3 Rank 4 Rank 1 Rank 2 Rank 3 Rank 4
SiteName DOC(mgL) Hardness(mgL as CaCO3) pH FAV CMC CCC Genus GMAV Genus GMAV Genus GMAV Genus GMAV Genus GMCV Genus GMCV Genus GMCV Genus GMCV
Site 1 50 25 9 75428737034162 35229324666008 1800 770 Daphnia 33452 Ceriodaphnia 73576 Stenocypris 102576 Crangonyx 122230 Lampsilis 10463 Ceriodaphnia 11865 Hyalella 17200 Brachionus 25648
Site 2 50 50 9 75428737034162 31204991509063 1600 680 Daphnia 29631 Ceriodaphnia 65171 Stenocypris 90859 Crangonyx 108267 Lampsilis 9268 Ceriodaphnia 10510 Hyalella 15236 Brachionus 22718
Site 3 50 75 9 75428737034162 29067527928199 1500 640 Daphnia 27601 Ceriodaphnia 60707 Stenocypris 84635 Crangonyx 100851 Lampsilis 8633 Ceriodaphnia 9790 Hyalella 14192 Brachionus 21162
Site 4 50 100 9 75428737034162 27640367912592 1400 600 Daphnia 26246 Ceriodaphnia 57726 Stenocypris 80480 Crangonyx 95899 Lampsilis 8209 Ceriodaphnia 9309 Hyalella 13495 Brachionus 20123
Site 5 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 6 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 7 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 8 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 9 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 10 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 11 50 25 85 75428737034162 63245275664384 3200 1400 Daphnia 60055 Ceriodaphnia 132086 Stenocypris 184149 Crangonyx 219432 Lampsilis 18783 Ceriodaphnia 21301 Hyalella 30879 Brachionus 46045
Site 12 50 50 85 75428737034162 61388044609926 3100 1300 Daphnia 58291 Ceriodaphnia 128208 Stenocypris 178742 Crangonyx 212988 Lampsilis 18232 Ceriodaphnia 20676 Hyalella 29972 Brachionus 44693
Site 13 50 75 85 75428737034162 60327020429132 3000 1300 Daphnia 57284 Ceriodaphnia 125992 Stenocypris 175652 Crangonyx 209307 Lampsilis 17917 Ceriodaphnia 20318 Hyalella 29454 Brachionus 43920
Site 14 50 100 85 75428737034162 59585352130146 3000 1300 Daphnia 56580 Ceriodaphnia 124443 Stenocypris 173493 Crangonyx 206734 Lampsilis 17696 Ceriodaphnia 20068 Hyalella 29092 Salmo 41264
Site 15 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 16 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 17 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 18 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 19 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 20 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Page 23: Draft National 304(a) Aluminum Aquatic Life Criteria … · Draft National 304(a) Aluminum Aquatic Life Criteria ... [0.503×ln ... [0.494𝑝𝑝𝐻𝐻× ℎ𝑎𝑎:ln

Aluminum Criteria Calculatorbull The relative ranking of genera in the sensitivity

distribution to which the toxicity data are normalized will change based on the set of water chemistry conditions (ie pH hardness and DOC)

bull To make calculating aluminum criteria easier EPA developed an Aluminum Criteria Calculatorndash Automated so that user only needs to enter water chemistry

conditions of interestndash Allows quick calculations for a variety of conditionsndash Limits calculations to the recommended conditions for which

the MLR models were developed were specified for hardness and DOC

bull No extrapolation beyond hardness and DOC empirical data bounds

23

Aluminum Criteria Calculator SD Example

24

pH=7 Hardness=100 DOC=1 pH=6 Hardness=25 DOC=1

Chronic Ranked GMCVRank GMCV Genus

12 17098 Aeolosoma Invert11 gt 9746 Rana Amphib - Other Data10 5908 Chironomus Invert

9 4877 Lymnaea Mollusk8 2555 Brachionus Invert7 2488 Pimephales Fish6 1713 Hyalella Invert5 1182 Ceriodaphnia Invert4 1102 Danio Fish3 1042 Lampsilis Mollusk2 591 Salvelinus Fish1 509 Salmo Fish

FCV = 3940 microgL total aluminum

Chronic Ranked GMCVRank GMCV Genus

12 gt 2131 Rana Amphib - Other Data11 1710 Aeolosoma Invert10 591 Chironomus Invert

9 544 Pimephales Fish8 488 Lymnaea Mollusk7 255 Brachionus Invert6 241 Danio Fish5 171 Hyalella Invert4 129 Salvelinus Fish3 118 Ceriodaphnia Invert2 111 Salmo Fish1 104 Lampsilis Mollusk

FCV = 987 microgL total aluminum

Multiple Scenarios

Run Scenarios

Summary Sheet

Acute Dataset

Chronic Dataset

Multiple Scenarios

Run Scenarios

Summary Sheet

Acute Dataset

Chronic Dataset

Boundaries of the Criteria Outputsbull MLR models were developed using data that

encompassndash DOC range of 008-5 mgLndash Hardness range of 98-127 mgL (as CaCO3)ndash pH range of 6-81

bull MLR criteria outputs are bounded atndash Maximum of 150 mgL total hardness (as CaCO3)

ndash DOC of 50 mgLndash pH range of the model is 50 to 90

25

Aluminum Criteria Look-Up Tables

26

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=05 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 23 a 14 b 69 c 160 f 350 f 620 i 540 b 410 a 230 a

50 43 a 24 b 100 d 170 f 310 f 630 f 670 j 400 a 200 a

75 61 a 33 b 130 e 180 f 290 f 530 f 730 i 390 a 190 a

100 78 a 41 b 150 e 190 f 280 g 460 f 770 c 390 a 180 a

150 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

200 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

250 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

300 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

350 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

400 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

Aluminum Criteria Look-Up Tables

27

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=10 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 33 a 21 b 99 c 220 f 490 f 900 i 780 b 590 a 330 a

50 61 a 35 b 150 e 250 f 440 f 890 f 960 j 580 a 290 a

75 88 a 47 b 180 e 260 f 410 f 740 f 1100 i 570 a 270 a

100 11 a 59 b 210 e 270 f 390 g 650 f 1100 c 560 b 260 a

150 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

200 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

250 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

300 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

350 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

400 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

Aluminum Criteria Look-Up Tables

28

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=25 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 54 a 34 b 160 c 350 f 770 f 1500 i 1300 b 960 a 540 a

50 99 a 57 b 230 e 390 f 690 f 1400 f 1600 j 930 a 470 a

75 14 a 77 b 290 e 410 f 640 f 1200 f 1700 i 920 a 440 a

100 18 a 96 b 330 e 420 f 620 g 1000 f 1800 d 920 b 420 a

150 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

200 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

250 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

300 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

350 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

400 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

Aluminum Criteria Look-Up Tables

29

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=50 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 77 a 49 b 230 c 500 f 1100 f 2100 c 1900 b 1400 a 770 a

50 14 a 82 b 330 e 540 f 970 f 2000 f 2200 j 1300 a 680 a

75 20 a 110 b 410 e 570 f 900 f 1600 f 2500 i 1300 a 640 a

100 26 a 140 b 460 f 590 f 880 g 1400 f 2500 d 1300 b 600 a

150 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

200 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

250 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

300 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

350 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

400 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

Status

30

bull Draft Document Released to the Federal Register on 72817ndash Public comment period of 60 days ndash Due Date for Comments is 92617

bull Revisions will be made considering public commentsbull Subsequent EPA intra-agency review of final criteria

document will then be conducted bull Publication of final criteria document planned for Late Fall

2017

Federal Register Webpagehttpswwwfederalregistergovdocuments201

707282017-15968request-for-scientific-views-draft-updated-aquatic-life-ambient-water-quality-criteria-for-aluminum

Aluminum Criteria Webpagehttpswwwepagovwqc2017-draft-aquatic-life-

criteria-aluminum-freshwater-documents

31

Contact Information

Aluminum Criteria Lead Diana EignorEignorDianaepagov

202-566-1143

Kathryn Gallagher Branch Chiefgallagherkathrynepagov

202-564-1398 32

  • Draft National 304(a) Aluminum Aquatic Life Criteria
  • Slide Number 2
  • Overview
  • Sources of Aluminum
  • Current 1988 Aluminum Criteria
  • Current 1988 Aluminum Criteria
  • Aluminum Standards
  • Criteria Development Process
  • Framework for Updated Draft Aluminum Criteria
  • I Screen toxicological studies for high quality data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Slide Number 14
  • EstuarineMarine Minimum Data Requirements
  • II Evaluate water quality conditions to determine applicability
  • Multiple Bioavailability Modeling Approaches Underwent External Peer Review
  • Accounting for Effects of Water Chemistry on Bioavailability and Toxicity
  • Multiple Linear Regression (MLR) Models to Account for Effects of Water Chemistry
  • III Normalize toxicity data in species sensitivity distribution to a set of water quality conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • Aluminum Criteria Calculator
  • Aluminum Criteria Calculator SD Example
  • Boundaries of the Criteria Outputs
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Status
  • Slide Number 31
  • Contact Information
Appendix C Acceptable Chronic Toxicity Data of Aluminum to Freshwater Aquatic Animals
MLR equation
Species Hardness (mgL as CaCO3) pH DOC(mgL) EC20 Endpoint EC20(microgL) Normalized Conc- EC20(microgL) SMCV-EC20(microgL) GMCV-EC20(microgL) Genus DOC Notes Dilution water
Oligochaete Aeolosoma sp 48 6 025 Reproduction (population size) 1235 1710 1710 1710 Aeolosoma Invert Author reported half the detection limit
Rotifer Brachionus calyciflorus 100 62 025 Reproduction (population size) 431 255 255 255 Brachionus Invert Author reported half the detection limit
Great pond snail Lymnaea stagnalis 117 61 025 Biomass 746 488 488 488 Lymnaea Mollusk Author reported half the detection limit
Fatmucket Lampsilis siliquoidea 1055 604 040 Biomass 169 104 104 104 Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia 50 715 11 Reproduction - youngstarting adult 1780 190 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia 26 73 05 Reproduction - youngfemale 1557 272 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 46 75 05 Reproduction - youngfemale 8087 110 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 96 79 05 Reproduction - youngfemale 6519 80 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 194 81 05 Reproduction - youngfemale 6836 89 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 255 703 05 Reproduction (youngfemale) 250 56 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 713 05 Reproduction (youngfemale) 860 106 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 25 798 05 Reproduction (youngfemale) 700 101 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 61 803 05 Reproduction (youngfemale) 1010 136 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 810 05 Reproduction (youngfemale) 870 116 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 255 633 05 Reproduction (youngfemale) 260 176 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 121 636 05 Reproduction (youngfemale) 390 110 118 118 Ceriodaphnia Invert Author reported
Amphipod Hyalella azteca 95 61 051 Biomass (28 d) 1993 101 Hyalella Author reported
Amphipod Hyalella azteca 106 604 033 Biomass (28 d) 425 289 171 171 Hyalella Invert Author reported
Midge Chironomus riparius 118 558 18 Adult midge emergence 2955 119 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 119 505 18 Adult midge emergence 8442 2258 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 91 66 051 Reproduction ( of eggscase) 3387 766 591 591 Chironomus Invert Author reported
Atlantic salmon Salmo salar 127 57 18 Biomass 6156 1112 1112 1112 Salmo Fish Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Brook trout Salvelinus fontinalis 123 655 19 Biomass 1644 59 Salvelinus Author reported wellRO mix
Brook trout Salvelinus fontinalis 128 565 18 Biomass 1435 283 1293 1293 Salvelinus Fish Author reported wellRO mix
Fathead minnow Pimephales promelas 220 770 16 Biomass 6194 781 Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation well water
Fathead minnow Pimephales promelas 96 620 025 Fry survival 4286 379 544 544 Pimephales Fish Author reported half the detection limit
Zebrafish Danio rerio 83 61 025 Biomass 2344 241 241 241 Danio Fish Author reported half the detection limit
Wood frog Rana sylvatica 115 469 16 MATC-survival gt 2000 gt 2131 gt 2131 2131 gt Rana Amphib - Other Data Value is from 2007 FW Cu AWQC Appendix C recommendation aged tap water
Appendix A Acceptable Acute Toxicity Data of Aluminum to Freshwater Aquatic Animals
Species Methoda Hardness (mgL as CaCO3) pH DOC(mgL) LC50 or EC50 Conc (microgL) Reference Normalized Conc - LC50(microgL) Species Mean Acute Value(microgL) Genus Mean Acute Value(microgL) Genus DOC Note Dilution water
Snail Physa sp S M T 474 659 11 gt 23400 Call 1984 Call et al 1984 gt 4843 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 755 11 30600 Call 1984 Call et al 1984 2699 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 817 11 gt 24700 Call 1984 Call et al 1984 gt 2404 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 746 11 55500 Call 1984 Call et al 1984 5034 3546 3546 Physa Mollusk Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Fatmucket Lampsilis siliquoidea F M T 1060 612 048 gt 6302 Wang et al 2016 Wang et al 2017 gt 2983 gt 2983 2983 gt Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia S M A 500 742 11 1900 McCauley et al 1986 173 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia S M A 505 786 11 1500 McCauley et al 1986 129 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation UW-S Lake Superior lab water
Cladoceran Ceriodaphnia dubia S M A 500 813 11 2560 McCauley et al 1986 243 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia R M T 26 75 05 720 ENSR 1992d 111 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 46 76 05 1880 ENSR 1992d 250 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 96 78 05 2450 ENSR 1992d 289 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 3727 Fort and Stover 1995 500 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 5673 Fort and Stover 1995 761 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 89 76 05 2880 Soucek et al 2001 336 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U T 106 601 05 7112 European Al Association 2009 169 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 605 2 6865 European Al Association 2009 709 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 609 4 15581 European Al Association 2009 1007 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 601 05 681 European Al Association 2009 162 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 603 05 1630 European Al Association 2009 367 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 597 05 1785 European Al Association 2009 473 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 592 05 1410 European Al Association 2009 429 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 699 05 gt 1300 European Al Association 2009 gt 419 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 785 05 gt 5000 European Al Association 2009 gt 796 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 68 2 gt 10000 European Al Association 2009 gt 2076 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 782 2 gt 15000 European Al Association 2009 gt 1163 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 677 4 gt 10000 European Al Association 2009 gt 1516 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 766 4 gt 15000 European Al Association 2009 gt 861 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 79 05 gt 2000 European Al Association 2009 gt 315 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 789 05 gt 2000 European Al Association 2009 gt 316 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 604 05 1108 European Al Association 2009 85 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 598 2 11371 European Al Association 2009 482 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 573 4 80467 European Al Association 2009 4357 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 671 05 gt 10000 European Al Association 2009 gt 2379 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 783 05 gt 5000 European Al Association 2009 gt 634 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 679 2 gt 10000 European Al Association 2009 gt 1039 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 767 2 gt 15000 European Al Association 2009 gt 908 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 668 4 gt 15000 European Al Association 2009 gt 1246 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 762 4 gt 15000 European Al Association 2009 gt 633 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 606 2 33868 European Al Association 2009 792 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 56 4 104842 European Al Association 2009 4880 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 693 05 gt 5000 European Al Association 2009 gt 713 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 788 05 gt 5000 European Al Association 2009 gt 590 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 676 2 gt 15000 European Al Association 2009 gt 1212 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 771 2 gt 15000 European Al Association 2009 gt 810 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 66 4 gt 15000 European Al Association 2009 gt 1014 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 76 4 gt 15000 European Al Association 2009 gt 555 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11971 European Al Association 2010 270 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 27478 European Al Association 2010 619 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11998 European Al Association 2010 270 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 607 05 92495 European Al Association 2010 188 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 609 05 31337 European Al Association 2010 604 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 61 05 33235 European Al Association 2010 624 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 708 05 gt 8864 European Al Association 2010 gt 253 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 779 05 gt 42783 European Al Association 2010 gt 693 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 753 05 13204 European Al Association 2010 24 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 601 05 46326 European Al Association 2010 380 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 599 05 gt 8590 European Al Association 2010 gt 737 509 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia reticulata F M T 451 60 11 304 Shephard 1983 201 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia reticulata F M T 40 55 11 362 Shephard 1983 5531 1054 733 Ceriodaphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake SuperiorDI Mix
Cladoceran Daphnia magna S U NR 453 774 11 3900 Biesinger and Christensen 1972 338 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S M T 220 76 16 38200 Kimball 1978 2030 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Well water
Cladoceran Daphnia magna S U T 451 725 11 2800 Shephard 1983 287 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S U T 168 599 05 5000 European Al Association 2009 gt 227 - Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Daphnia magna S U T 168 792 05 7950 European Al Association 2009 92 333 333 Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Ostracod Stenocypris major R M T 1563 651 16 310196 Shuhaimi-Othman et al 2011a 1022 1022 1022 Stenocypris Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Malaysia)
Amphipod Crangonyx pseudogracilis R U T 50 675 16 9190 Martin and Holdich 1986 1217 1217 1217 Crangonyx Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (UK)
Amphipod Hyalella azteca F M T 105 613 048 gt 5997 Wang et al 2016 Wang et al 2017 gt 2800 gt 2800 2800 gt Hyalella Invert Author reported
Stonefly Acroneuria sp S M T 474 746 11 gt 22600 Call et al 1984 gt 2050 gt 2050 2050 gt Acroneuria Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Midge Chironomus plumosus S U T 80 70 16 30000 Fargasova 2001 2536 2536 2536 Chironomus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Slovakia)
Midge Paratanytarsus dissimilis S M T 1743 728 28 gt 77700 Lamb and Bailey 1981 1983 gt 6232 gt 6232 6232 gt Paratanytarsus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Liberty Lake Washington
Rainbow trout Oncorhynchus mykiss F M T 274 758 05 gt 9840 Gundersen et al 1994 gt 1256 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 452 762 05 gt 8070 Gundersen et al 1994 gt 1140 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 895 758 05 gt 8160 Gundersen et al 1994 gt 1489 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1304 758 05 gt 8200 Gundersen et al 1994 gt 1676 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 232 825 05 6170 Gundersen et al 1994 260 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 350 826 05 6170 Gundersen et al 1994 333 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 836 829 05 7670 Gundersen et al 1994 701 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1158 830 05 6930 Gundersen et al 1994 777 801 801 Oncorhynchus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Atlantic salmon Salmo salar S U T 68 55 05 584 Hamilton and Haines 1995 4602 - Salmo Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Atlantic salmon Salmo salar S U T 68 65 05 599 Hamilton and Haines 1995 531 1564 1564 Salmo Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Brook trout Salvelinus fontinalis S U T 40 56 16 6530 Tandjung 1982 6947 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 18 56 16 3400 Tandjung 1982 6209 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 2 56 16 370 Tandjung 1982 2988 5051 5051 Salvelinus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green sunfish Lepomis cyanellus S M T 474 755 11 gt 50000 Call et al 1984 gt 5255 gt 5255 5255 gt Lepomis Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Rio Grande silvery minnow Hybognathus amarus R M T 140 81 05 gt 59100 Buhl 2002 gt 8620 gt 8620 8620 gt Hybognathus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Fathead minnow Pimephales promelas S M T 474 761 11 gt 48200 Call et al 1984 gt 4707 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas S M T 474 805 11 gt 49800 Call et al 1984 gt 2837 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas R M T 26 78 05 1160 ENSR 1992c 104 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 46 76 05 8180 ENSR 1992c 1191 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 96 81 05 20300 ENSR 1992c 2398 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 194 81 05 44800 ENSR 1992c 7839 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 140 81 05 gt 59100 Buhl 2002 gt 8620 2224 2224 Pimephales Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Smallmouth bass Micropterus dolomieui S M T 1245 505 16 130 Kane and Rabeni 1987 859 859 859 Micropterus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green tree frog Hyla cinerea R M T 455 549 05 gt 4052 Jung and Jagoe 1995 gt 4377 gt 4377 4377 gt Hyla Amphibian Value is from 2007 FW Cu AWQC Appendix C recommendation artificial soft recon
Normalization Chemistry
pH 6 FAV 360
Hardness 25 CMC 180
DOC 1 CCC 99
Acute Ranked GMAV Chronic Ranked GMCV
Rank GMAV Genus Rank GMCV Genus
18 gt 8620 Hybognathus Fish 12 gt 2131 Rana Amphib - Other Data
17 gt 6232 Paratanytarsus Invert 11 1710 Aeolosoma Invert
16 gt 5255 Lepomis Fish 10 591 Chironomus Invert
15 5051 Salvelinus Fish 9 544 Pimephales Fish
14 gt 4377 Hyla Amphibian 8 488 Lymnaea Mollusk
13 3546 Physa Mollusk 7 255 Brachionus Invert
12 gt 2983 Lampsilis Mollusk 6 241 Danio Fish
11 gt 2800 Hyalella Invert 5 171 Hyalella Invert
10 2536 Chironomus Invert 4 129 Salvelinus Fish
9 2224 Pimephales Fish 3 118 Ceriodaphnia Invert
8 gt 2050 Acroneuria Invert 2 111 Salmo Fish
7 1564 Salmo Fish 1 104 Lampsilis Mollusk
6 1217 Crangonyx Invert
5 1022 Stenocypris Invert
4 859 Micropterus Fish
3 801 Oncorhynchus Fish
2 733 Ceriodaphnia Invert
1 333 Daphnia Invert
N Rank Genus GMAV ln(GMAV) ln(GMAV)2 P=R(N+1) sqrt(P) N Rank Genus GMCV ln(GMCV) ln(GMCV)2 P=R(N+1) sqrt(P)
18 4 Micropterus 859 676 4564 0211 0459 12 4 Salvelinus 129 486 2364 0308 0555
3 Oncorhynchus 801 669 4469 0158 0397 3 Ceriodaphnia 118 477 2277 0231 0480
2 Ceriodaphnia 733 660 4352 0105 0324 2 Salmo 111 471 2220 0154 0392
1 Daphnia 333 581 3374 0053 0229 1 Lampsilis 104 465 2159 0077 0277
Sum 2585 1676 0526 141 Sum 1899 902 0769 170
S2 = 1987 S2 = 059
L = 4890 L = 4420
A = 5887 A = 4592
FAV = 360 FCV = 987
CMC = 180
All concentrations reported are microgL total Aluminum
lt-----Click Button after entering data
ENTER DATA HERE ERRORNUM ACUTE CHRONIC
Rank 1 Rank 2 Rank 3 Rank 4 Rank 1 Rank 2 Rank 3 Rank 4
SiteName DOC(mgL) Hardness(mgL as CaCO3) pH FAV CMC CCC Genus GMAV Genus GMAV Genus GMAV Genus GMAV Genus GMCV Genus GMCV Genus GMCV Genus GMCV
Site 1 50 25 9 75428737034162 35229324666008 1800 770 Daphnia 33452 Ceriodaphnia 73576 Stenocypris 102576 Crangonyx 122230 Lampsilis 10463 Ceriodaphnia 11865 Hyalella 17200 Brachionus 25648
Site 2 50 50 9 75428737034162 31204991509063 1600 680 Daphnia 29631 Ceriodaphnia 65171 Stenocypris 90859 Crangonyx 108267 Lampsilis 9268 Ceriodaphnia 10510 Hyalella 15236 Brachionus 22718
Site 3 50 75 9 75428737034162 29067527928199 1500 640 Daphnia 27601 Ceriodaphnia 60707 Stenocypris 84635 Crangonyx 100851 Lampsilis 8633 Ceriodaphnia 9790 Hyalella 14192 Brachionus 21162
Site 4 50 100 9 75428737034162 27640367912592 1400 600 Daphnia 26246 Ceriodaphnia 57726 Stenocypris 80480 Crangonyx 95899 Lampsilis 8209 Ceriodaphnia 9309 Hyalella 13495 Brachionus 20123
Site 5 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 6 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 7 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 8 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 9 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 10 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 11 50 25 85 75428737034162 63245275664384 3200 1400 Daphnia 60055 Ceriodaphnia 132086 Stenocypris 184149 Crangonyx 219432 Lampsilis 18783 Ceriodaphnia 21301 Hyalella 30879 Brachionus 46045
Site 12 50 50 85 75428737034162 61388044609926 3100 1300 Daphnia 58291 Ceriodaphnia 128208 Stenocypris 178742 Crangonyx 212988 Lampsilis 18232 Ceriodaphnia 20676 Hyalella 29972 Brachionus 44693
Site 13 50 75 85 75428737034162 60327020429132 3000 1300 Daphnia 57284 Ceriodaphnia 125992 Stenocypris 175652 Crangonyx 209307 Lampsilis 17917 Ceriodaphnia 20318 Hyalella 29454 Brachionus 43920
Site 14 50 100 85 75428737034162 59585352130146 3000 1300 Daphnia 56580 Ceriodaphnia 124443 Stenocypris 173493 Crangonyx 206734 Lampsilis 17696 Ceriodaphnia 20068 Hyalella 29092 Salmo 41264
Site 15 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 16 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 17 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 18 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 19 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 20 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Appendix C Acceptable Chronic Toxicity Data of Aluminum to Freshwater Aquatic Animals
MLR equation
Species Hardness (mgL as CaCO3) pH DOC(mgL) EC20 Endpoint EC20(microgL) Normalized Conc- EC20(microgL) SMCV-EC20(microgL) GMCV-EC20(microgL) Genus DOC Notes Dilution water
Oligochaete Aeolosoma sp 48 6 025 Reproduction (population size) 1235 17098 17098 17098 Aeolosoma Invert Author reported half the detection limit
Rotifer Brachionus calyciflorus 100 62 025 Reproduction (population size) 431 2555 2555 2555 Brachionus Invert Author reported half the detection limit
Great pond snail Lymnaea stagnalis 117 61 025 Biomass 746 4877 4877 4877 Lymnaea Mollusk Author reported half the detection limit
Fatmucket Lampsilis siliquoidea 1055 604 040 Biomass 169 1042 1042 1042 Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia 50 715 11 Reproduction - youngstarting adult 1780 1898 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia 26 73 05 Reproduction - youngfemale 1557 2718 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 46 75 05 Reproduction - youngfemale 8087 1102 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 96 79 05 Reproduction - youngfemale 6519 796 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 194 81 05 Reproduction - youngfemale 6836 888 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 255 703 05 Reproduction (youngfemale) 250 563 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 713 05 Reproduction (youngfemale) 860 1061 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 25 798 05 Reproduction (youngfemale) 700 1006 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 61 803 05 Reproduction (youngfemale) 1010 1363 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 810 05 Reproduction (youngfemale) 870 1164 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 255 633 05 Reproduction (youngfemale) 260 1758 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 121 636 05 Reproduction (youngfemale) 390 1101 1182 1182 Ceriodaphnia Invert Author reported
Amphipod Hyalella azteca 95 61 051 Biomass (28 d) 1993 1014 Hyalella Author reported
Amphipod Hyalella azteca 106 604 033 Biomass (28 d) 425 2895 1713 1713 Hyalella Invert Author reported
Midge Chironomus riparius 118 558 18 Adult midge emergence 2955 1192 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 119 505 18 Adult midge emergence 8442 22578 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 91 66 051 Reproduction ( of eggscase) 3387 7664 5908 5908 Chironomus Invert Author reported
Atlantic salmon Salmo salar 127 57 18 Biomass 6156 5085 5085 5085 Salmo Fish Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Brook trout Salvelinus fontinalis 123 655 19 Biomass 1644 270 Salvelinus Author reported wellRO mix
Brook trout Salvelinus fontinalis 128 565 18 Biomass 1435 1295 5914 5914 Salvelinus Fish Author reported wellRO mix
Fathead minnow Pimephales promelas 220 770 16 Biomass 6194 3569 Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation well water
Fathead minnow Pimephales promelas 96 620 025 Fry survival 4286 1734 2488 2488 Pimephales Fish Author reported half the detection limit
Zebrafish Danio rerio 83 61 025 Biomass 2344 1102 1102 1102 Danio Fish Author reported half the detection limit
Wood frog Rana sylvatica 115 469 16 MATC-survival gt 2000 gt 9746 gt 9746 9746 gt Rana Amphib - Other Data Value is from 2007 FW Cu AWQC Appendix C recommendation aged tap water
Appendix A Acceptable Acute Toxicity Data of Aluminum to Freshwater Aquatic Animals
Species Methoda Hardness (mgL as CaCO3) pH DOC(mgL) LC50 or EC50 Conc (microgL) Reference Normalized Conc - LC50(microgL) Species Mean Acute Value(microgL) Genus Mean Acute Value(microgL) Genus DOC Note Dilution water
Snail Physa sp S M T 474 659 11 gt 23400 Call 1984 Call et al 1984 gt 48425 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 755 11 30600 Call 1984 Call et al 1984 26986 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 817 11 gt 24700 Call 1984 Call et al 1984 gt 24040 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 746 11 55500 Call 1984 Call et al 1984 50338 35462 35462 Physa Mollusk Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Fatmucket Lampsilis siliquoidea F M T 1060 612 048 gt 6302 Wang et al 2016 Wang et al 2017 gt 29834 gt 29834 29834 gt Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia S M A 500 742 11 1900 McCauley et al 1986 1728 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia S M A 505 786 11 1500 McCauley et al 1986 1294 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation UW-S Lake Superior lab water
Cladoceran Ceriodaphnia dubia S M A 500 813 11 2560 McCauley et al 1986 2431 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia R M T 26 75 05 720 ENSR 1992d 1113 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 46 76 05 1880 ENSR 1992d 2495 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 96 78 05 2450 ENSR 1992d 2894 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 3727 Fort and Stover 1995 5002 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 5673 Fort and Stover 1995 7613 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 89 76 05 2880 Soucek et al 2001 3362 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U T 106 601 05 7112 European Al Association 2009 1691 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 605 2 6865 European Al Association 2009 7088 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 609 4 15581 European Al Association 2009 10072 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 601 05 681 European Al Association 2009 1620 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 603 05 1630 European Al Association 2009 3674 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 597 05 1785 European Al Association 2009 4732 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 592 05 1410 European Al Association 2009 4295 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 699 05 gt 1300 European Al Association 2009 gt 4189 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 785 05 gt 5000 European Al Association 2009 gt 7960 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 68 2 gt 10000 European Al Association 2009 gt 20755 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 782 2 gt 15000 European Al Association 2009 gt 11626 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 677 4 gt 10000 European Al Association 2009 gt 15161 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 766 4 gt 15000 European Al Association 2009 gt 8608 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 79 05 gt 2000 European Al Association 2009 gt 3150 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 789 05 gt 2000 European Al Association 2009 gt 3156 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 604 05 1108 European Al Association 2009 850 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 598 2 11371 European Al Association 2009 4817 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 573 4 80467 European Al Association 2009 43570 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 671 05 gt 10000 European Al Association 2009 gt 23786 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 783 05 gt 5000 European Al Association 2009 gt 6344 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 679 2 gt 10000 European Al Association 2009 gt 10394 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 767 2 gt 15000 European Al Association 2009 gt 9082 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 668 4 gt 15000 European Al Association 2009 gt 12461 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 762 4 gt 15000 European Al Association 2009 gt 6332 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 606 2 33868 European Al Association 2009 7920 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 56 4 104842 European Al Association 2009 48800 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 693 05 gt 5000 European Al Association 2009 gt 7126 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 788 05 gt 5000 European Al Association 2009 gt 5898 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 676 2 gt 15000 European Al Association 2009 gt 12117 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 771 2 gt 15000 European Al Association 2009 gt 8096 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 66 4 gt 15000 European Al Association 2009 gt 10139 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 76 4 gt 15000 European Al Association 2009 gt 5545 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11971 European Al Association 2010 2699 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 27478 European Al Association 2010 6194 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11998 European Al Association 2010 2705 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 607 05 92495 European Al Association 2010 1876 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 609 05 31337 European Al Association 2010 6035 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 61 05 33235 European Al Association 2010 6238 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 708 05 gt 8864 European Al Association 2010 gt 2534 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 779 05 gt 42783 European Al Association 2010 gt 6930 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 753 05 13204 European Al Association 2010 244 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 601 05 46326 European Al Association 2010 3798 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 599 05 gt 8590 European Al Association 2010 gt 7366 5094 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia reticulata F M T 451 60 11 304 Shephard 1983 2009 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia reticulata F M T 40 55 11 362 Shephard 1983 55307 10542 7328 Ceriodaphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake SuperiorDI Mix
Cladoceran Daphnia magna S U NR 453 774 11 3900 Biesinger and Christensen 1972 3382 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S M T 220 76 16 38200 Kimball 1978 20303 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Well water
Cladoceran Daphnia magna S U T 451 725 11 2800 Shephard 1983 2868 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S U T 168 599 05 5000 European Al Association 2009 gt 2265 - Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Daphnia magna S U T 168 792 05 7950 European Al Association 2009 920 3332 3332 Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Ostracod Stenocypris major R M T 1563 651 16 310196 Shuhaimi-Othman et al 2011a 10216 10216 10216 Stenocypris Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Malaysia)
Amphipod Crangonyx pseudogracilis R U T 50 675 16 9190 Martin and Holdich 1986 12174 12174 12174 Crangonyx Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (UK)
Amphipod Hyalella azteca F M T 105 613 048 gt 5997 Wang et al 2016 Wang et al 2017 gt 28002 gt 28002 28002 gt Hyalella Invert Author reported
Stonefly Acroneuria sp S M T 474 746 11 gt 22600 Call et al 1984 gt 20498 gt 20498 20498 gt Acroneuria Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Midge Chironomus plumosus S U T 80 70 16 30000 Fargasova 2001 25361 25361 25361 Chironomus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Slovakia)
Midge Paratanytarsus dissimilis S M T 1743 728 28 gt 77700 Lamb and Bailey 1981 1983 gt 62318 gt 62318 62318 gt Paratanytarsus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Liberty Lake Washington
Rainbow trout Oncorhynchus mykiss F M T 274 758 05 gt 9840 Gundersen et al 1994 gt 5745 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 452 762 05 gt 8070 Gundersen et al 1994 gt 5212 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 895 758 05 gt 8160 Gundersen et al 1994 gt 6807 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1304 758 05 gt 8200 Gundersen et al 1994 gt 7662 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 232 825 05 6170 Gundersen et al 1994 1190 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 350 826 05 6170 Gundersen et al 1994 1523 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 836 829 05 7670 Gundersen et al 1994 3205 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1158 830 05 6930 Gundersen et al 1994 3554 3661 3661 Oncorhynchus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Atlantic salmon Salmo salar S U T 68 55 05 584 Hamilton and Haines 1995 21042 - Salmo Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Atlantic salmon Salmo salar S U T 68 65 05 599 Hamilton and Haines 1995 2430 7151 7151 Salmo Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Brook trout Salvelinus fontinalis S U T 40 56 16 6530 Tandjung 1982 31767 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 18 56 16 3400 Tandjung 1982 28391 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 2 56 16 370 Tandjung 1982 13663 23097 23097 Salvelinus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green sunfish Lepomis cyanellus S M T 474 755 11 gt 50000 Call et al 1984 gt 24028 gt 24028 24028 gt Lepomis Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Rio Grande silvery minnow Hybognathus amarus R M T 140 81 05 gt 59100 Buhl 2002 gt 39414 gt 39414 39414 gt Hybognathus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Fathead minnow Pimephales promelas S M T 474 761 11 gt 48200 Call et al 1984 gt 21522 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas S M T 474 805 11 gt 49800 Call et al 1984 gt 12972 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas R M T 26 78 05 1160 ENSR 1992c 477 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 46 76 05 8180 ENSR 1992c 5446 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 96 81 05 20300 ENSR 1992c 10966 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 194 81 05 44800 ENSR 1992c 35847 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 140 81 05 gt 59100 Buhl 2002 gt 39414 10168 10168 Pimephales Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Smallmouth bass Micropterus dolomieui S M T 1245 505 16 130 Kane and Rabeni 1987 3929 3929 3929 Micropterus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green tree frog Hyla cinerea R M T 455 549 05 gt 4052 Jung and Jagoe 1995 gt 20016 gt 20016 20016 gt Hyla Amphibian Value is from 2007 FW Cu AWQC Appendix C recommendation artificial soft recon
Normalization Chemistry
pH 7 FAV 2741
Hardness 100 CMC 1400
DOC 1 CCC 390
Acute Ranked GMAV Chronic Ranked GMCV
Rank GMAV Genus Rank GMCV Genus
18 gt 62318 Paratanytarsus Invert 12 17098 Aeolosoma Invert
17 gt 39414 Hybognathus Fish 11 gt 9746 Rana Amphib - Other Data
16 35462 Physa Mollusk 10 5908 Chironomus Invert
15 gt 29834 Lampsilis Mollusk 9 4877 Lymnaea Mollusk
14 gt 28002 Hyalella Invert 8 2555 Brachionus Invert
13 25361 Chironomus Invert 7 2488 Pimephales Fish
12 gt 24028 Lepomis Fish 6 1713 Hyalella Invert
11 23097 Salvelinus Fish 5 1182 Ceriodaphnia Invert
10 gt 20498 Acroneuria Invert 4 1102 Danio Fish
9 gt 20016 Hyla Amphibian 3 1042 Lampsilis Mollusk
8 12174 Crangonyx Invert 2 591 Salvelinus Fish
7 10216 Stenocypris Invert 1 509 Salmo Fish
6 10168 Pimephales Fish
5 7328 Ceriodaphnia Invert
4 7151 Salmo Fish
3 3929 Micropterus Fish
2 3661 Oncorhynchus Fish
1 3332 Daphnia Invert
N Rank Genus GMAV ln(GMAV) ln(GMAV)2 P=R(N+1) sqrt(P) N Rank Genus GMCV ln(GMCV) ln(GMCV)2 P=R(N+1) sqrt(P)
18 4 Salmo 7151 887 7876 0211 0459 12 4 Danio 1102 700 4907 0308 0555
3 Micropterus 3929 828 6849 0158 0397 3 Lampsilis 1042 695 4829 0231 0480
2 Oncorhynchus 3661 821 6733 0105 0324 2 Salvelinus 591 638 4074 0154 0392
1 Daphnia 3332 811 6579 0053 0229 1 Salmo 509 623 3883 0077 0277
Sum 3347 2804 0526 141 Sum 2657 1769 0769 170
S2 = 1223 S2 = 1080
L = 7134 L = 5242
A = 7916 A = 5976
FAV = 2741 FCV = 3940
CMC = 1371
All concentrations reported are microgL total Aluminum
lt-----Click Button after entering data
ENTER DATA HERE ERRORNUM ACUTE CHRONIC
Rank 1 Rank 2 Rank 3 Rank 4 Rank 1 Rank 2 Rank 3 Rank 4
SiteName DOC(mgL) Hardness(mgL as CaCO3) pH FAV CMC CCC Genus GMAV Genus GMAV Genus GMAV Genus GMAV Genus GMCV Genus GMCV Genus GMCV Genus GMCV
Site 1 50 25 9 75428737034162 35229324666008 1800 770 Daphnia 33452 Ceriodaphnia 73576 Stenocypris 102576 Crangonyx 122230 Lampsilis 10463 Ceriodaphnia 11865 Hyalella 17200 Brachionus 25648
Site 2 50 50 9 75428737034162 31204991509063 1600 680 Daphnia 29631 Ceriodaphnia 65171 Stenocypris 90859 Crangonyx 108267 Lampsilis 9268 Ceriodaphnia 10510 Hyalella 15236 Brachionus 22718
Site 3 50 75 9 75428737034162 29067527928199 1500 640 Daphnia 27601 Ceriodaphnia 60707 Stenocypris 84635 Crangonyx 100851 Lampsilis 8633 Ceriodaphnia 9790 Hyalella 14192 Brachionus 21162
Site 4 50 100 9 75428737034162 27640367912592 1400 600 Daphnia 26246 Ceriodaphnia 57726 Stenocypris 80480 Crangonyx 95899 Lampsilis 8209 Ceriodaphnia 9309 Hyalella 13495 Brachionus 20123
Site 5 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 6 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 7 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 8 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 9 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 10 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 11 50 25 85 75428737034162 63245275664384 3200 1400 Daphnia 60055 Ceriodaphnia 132086 Stenocypris 184149 Crangonyx 219432 Lampsilis 18783 Ceriodaphnia 21301 Hyalella 30879 Brachionus 46045
Site 12 50 50 85 75428737034162 61388044609926 3100 1300 Daphnia 58291 Ceriodaphnia 128208 Stenocypris 178742 Crangonyx 212988 Lampsilis 18232 Ceriodaphnia 20676 Hyalella 29972 Brachionus 44693
Site 13 50 75 85 75428737034162 60327020429132 3000 1300 Daphnia 57284 Ceriodaphnia 125992 Stenocypris 175652 Crangonyx 209307 Lampsilis 17917 Ceriodaphnia 20318 Hyalella 29454 Brachionus 43920
Site 14 50 100 85 75428737034162 59585352130146 3000 1300 Daphnia 56580 Ceriodaphnia 124443 Stenocypris 173493 Crangonyx 206734 Lampsilis 17696 Ceriodaphnia 20068 Hyalella 29092 Salmo 41264
Site 15 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 16 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 17 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 18 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 19 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 20 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Page 24: Draft National 304(a) Aluminum Aquatic Life Criteria … · Draft National 304(a) Aluminum Aquatic Life Criteria ... [0.503×ln ... [0.494𝑝𝑝𝐻𝐻× ℎ𝑎𝑎:ln

Aluminum Criteria Calculator SD Example

24

pH=7 Hardness=100 DOC=1 pH=6 Hardness=25 DOC=1

Chronic Ranked GMCVRank GMCV Genus

12 17098 Aeolosoma Invert11 gt 9746 Rana Amphib - Other Data10 5908 Chironomus Invert

9 4877 Lymnaea Mollusk8 2555 Brachionus Invert7 2488 Pimephales Fish6 1713 Hyalella Invert5 1182 Ceriodaphnia Invert4 1102 Danio Fish3 1042 Lampsilis Mollusk2 591 Salvelinus Fish1 509 Salmo Fish

FCV = 3940 microgL total aluminum

Chronic Ranked GMCVRank GMCV Genus

12 gt 2131 Rana Amphib - Other Data11 1710 Aeolosoma Invert10 591 Chironomus Invert

9 544 Pimephales Fish8 488 Lymnaea Mollusk7 255 Brachionus Invert6 241 Danio Fish5 171 Hyalella Invert4 129 Salvelinus Fish3 118 Ceriodaphnia Invert2 111 Salmo Fish1 104 Lampsilis Mollusk

FCV = 987 microgL total aluminum

Multiple Scenarios

Run Scenarios

Summary Sheet

Acute Dataset

Chronic Dataset

Multiple Scenarios

Run Scenarios

Summary Sheet

Acute Dataset

Chronic Dataset

Boundaries of the Criteria Outputsbull MLR models were developed using data that

encompassndash DOC range of 008-5 mgLndash Hardness range of 98-127 mgL (as CaCO3)ndash pH range of 6-81

bull MLR criteria outputs are bounded atndash Maximum of 150 mgL total hardness (as CaCO3)

ndash DOC of 50 mgLndash pH range of the model is 50 to 90

25

Aluminum Criteria Look-Up Tables

26

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=05 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 23 a 14 b 69 c 160 f 350 f 620 i 540 b 410 a 230 a

50 43 a 24 b 100 d 170 f 310 f 630 f 670 j 400 a 200 a

75 61 a 33 b 130 e 180 f 290 f 530 f 730 i 390 a 190 a

100 78 a 41 b 150 e 190 f 280 g 460 f 770 c 390 a 180 a

150 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

200 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

250 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

300 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

350 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

400 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

Aluminum Criteria Look-Up Tables

27

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=10 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 33 a 21 b 99 c 220 f 490 f 900 i 780 b 590 a 330 a

50 61 a 35 b 150 e 250 f 440 f 890 f 960 j 580 a 290 a

75 88 a 47 b 180 e 260 f 410 f 740 f 1100 i 570 a 270 a

100 11 a 59 b 210 e 270 f 390 g 650 f 1100 c 560 b 260 a

150 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

200 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

250 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

300 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

350 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

400 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

Aluminum Criteria Look-Up Tables

28

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=25 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 54 a 34 b 160 c 350 f 770 f 1500 i 1300 b 960 a 540 a

50 99 a 57 b 230 e 390 f 690 f 1400 f 1600 j 930 a 470 a

75 14 a 77 b 290 e 410 f 640 f 1200 f 1700 i 920 a 440 a

100 18 a 96 b 330 e 420 f 620 g 1000 f 1800 d 920 b 420 a

150 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

200 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

250 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

300 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

350 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

400 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

Aluminum Criteria Look-Up Tables

29

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=50 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 77 a 49 b 230 c 500 f 1100 f 2100 c 1900 b 1400 a 770 a

50 14 a 82 b 330 e 540 f 970 f 2000 f 2200 j 1300 a 680 a

75 20 a 110 b 410 e 570 f 900 f 1600 f 2500 i 1300 a 640 a

100 26 a 140 b 460 f 590 f 880 g 1400 f 2500 d 1300 b 600 a

150 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

200 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

250 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

300 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

350 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

400 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

Status

30

bull Draft Document Released to the Federal Register on 72817ndash Public comment period of 60 days ndash Due Date for Comments is 92617

bull Revisions will be made considering public commentsbull Subsequent EPA intra-agency review of final criteria

document will then be conducted bull Publication of final criteria document planned for Late Fall

2017

Federal Register Webpagehttpswwwfederalregistergovdocuments201

707282017-15968request-for-scientific-views-draft-updated-aquatic-life-ambient-water-quality-criteria-for-aluminum

Aluminum Criteria Webpagehttpswwwepagovwqc2017-draft-aquatic-life-

criteria-aluminum-freshwater-documents

31

Contact Information

Aluminum Criteria Lead Diana EignorEignorDianaepagov

202-566-1143

Kathryn Gallagher Branch Chiefgallagherkathrynepagov

202-564-1398 32

  • Draft National 304(a) Aluminum Aquatic Life Criteria
  • Slide Number 2
  • Overview
  • Sources of Aluminum
  • Current 1988 Aluminum Criteria
  • Current 1988 Aluminum Criteria
  • Aluminum Standards
  • Criteria Development Process
  • Framework for Updated Draft Aluminum Criteria
  • I Screen toxicological studies for high quality data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Slide Number 14
  • EstuarineMarine Minimum Data Requirements
  • II Evaluate water quality conditions to determine applicability
  • Multiple Bioavailability Modeling Approaches Underwent External Peer Review
  • Accounting for Effects of Water Chemistry on Bioavailability and Toxicity
  • Multiple Linear Regression (MLR) Models to Account for Effects of Water Chemistry
  • III Normalize toxicity data in species sensitivity distribution to a set of water quality conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • Aluminum Criteria Calculator
  • Aluminum Criteria Calculator SD Example
  • Boundaries of the Criteria Outputs
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
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Appendix C Acceptable Chronic Toxicity Data of Aluminum to Freshwater Aquatic Animals
MLR equation
Species Hardness (mgL as CaCO3) pH DOC(mgL) EC20 Endpoint EC20(microgL) Normalized Conc- EC20(microgL) SMCV-EC20(microgL) GMCV-EC20(microgL) Genus DOC Notes Dilution water
Oligochaete Aeolosoma sp 48 6 025 Reproduction (population size) 1235 1710 1710 1710 Aeolosoma Invert Author reported half the detection limit
Rotifer Brachionus calyciflorus 100 62 025 Reproduction (population size) 431 255 255 255 Brachionus Invert Author reported half the detection limit
Great pond snail Lymnaea stagnalis 117 61 025 Biomass 746 488 488 488 Lymnaea Mollusk Author reported half the detection limit
Fatmucket Lampsilis siliquoidea 1055 604 040 Biomass 169 104 104 104 Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia 50 715 11 Reproduction - youngstarting adult 1780 190 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia 26 73 05 Reproduction - youngfemale 1557 272 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 46 75 05 Reproduction - youngfemale 8087 110 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 96 79 05 Reproduction - youngfemale 6519 80 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 194 81 05 Reproduction - youngfemale 6836 89 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 255 703 05 Reproduction (youngfemale) 250 56 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 713 05 Reproduction (youngfemale) 860 106 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 25 798 05 Reproduction (youngfemale) 700 101 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 61 803 05 Reproduction (youngfemale) 1010 136 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 810 05 Reproduction (youngfemale) 870 116 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 255 633 05 Reproduction (youngfemale) 260 176 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 121 636 05 Reproduction (youngfemale) 390 110 118 118 Ceriodaphnia Invert Author reported
Amphipod Hyalella azteca 95 61 051 Biomass (28 d) 1993 101 Hyalella Author reported
Amphipod Hyalella azteca 106 604 033 Biomass (28 d) 425 289 171 171 Hyalella Invert Author reported
Midge Chironomus riparius 118 558 18 Adult midge emergence 2955 119 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 119 505 18 Adult midge emergence 8442 2258 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 91 66 051 Reproduction ( of eggscase) 3387 766 591 591 Chironomus Invert Author reported
Atlantic salmon Salmo salar 127 57 18 Biomass 6156 1112 1112 1112 Salmo Fish Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Brook trout Salvelinus fontinalis 123 655 19 Biomass 1644 59 Salvelinus Author reported wellRO mix
Brook trout Salvelinus fontinalis 128 565 18 Biomass 1435 283 1293 1293 Salvelinus Fish Author reported wellRO mix
Fathead minnow Pimephales promelas 220 770 16 Biomass 6194 781 Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation well water
Fathead minnow Pimephales promelas 96 620 025 Fry survival 4286 379 544 544 Pimephales Fish Author reported half the detection limit
Zebrafish Danio rerio 83 61 025 Biomass 2344 241 241 241 Danio Fish Author reported half the detection limit
Wood frog Rana sylvatica 115 469 16 MATC-survival gt 2000 gt 2131 gt 2131 2131 gt Rana Amphib - Other Data Value is from 2007 FW Cu AWQC Appendix C recommendation aged tap water
Appendix A Acceptable Acute Toxicity Data of Aluminum to Freshwater Aquatic Animals
Species Methoda Hardness (mgL as CaCO3) pH DOC(mgL) LC50 or EC50 Conc (microgL) Reference Normalized Conc - LC50(microgL) Species Mean Acute Value(microgL) Genus Mean Acute Value(microgL) Genus DOC Note Dilution water
Snail Physa sp S M T 474 659 11 gt 23400 Call 1984 Call et al 1984 gt 4843 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 755 11 30600 Call 1984 Call et al 1984 2699 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 817 11 gt 24700 Call 1984 Call et al 1984 gt 2404 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 746 11 55500 Call 1984 Call et al 1984 5034 3546 3546 Physa Mollusk Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Fatmucket Lampsilis siliquoidea F M T 1060 612 048 gt 6302 Wang et al 2016 Wang et al 2017 gt 2983 gt 2983 2983 gt Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia S M A 500 742 11 1900 McCauley et al 1986 173 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia S M A 505 786 11 1500 McCauley et al 1986 129 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation UW-S Lake Superior lab water
Cladoceran Ceriodaphnia dubia S M A 500 813 11 2560 McCauley et al 1986 243 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia R M T 26 75 05 720 ENSR 1992d 111 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 46 76 05 1880 ENSR 1992d 250 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 96 78 05 2450 ENSR 1992d 289 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 3727 Fort and Stover 1995 500 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 5673 Fort and Stover 1995 761 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 89 76 05 2880 Soucek et al 2001 336 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U T 106 601 05 7112 European Al Association 2009 169 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 605 2 6865 European Al Association 2009 709 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 609 4 15581 European Al Association 2009 1007 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 601 05 681 European Al Association 2009 162 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 603 05 1630 European Al Association 2009 367 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 597 05 1785 European Al Association 2009 473 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 592 05 1410 European Al Association 2009 429 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 699 05 gt 1300 European Al Association 2009 gt 419 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 785 05 gt 5000 European Al Association 2009 gt 796 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 68 2 gt 10000 European Al Association 2009 gt 2076 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 782 2 gt 15000 European Al Association 2009 gt 1163 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 677 4 gt 10000 European Al Association 2009 gt 1516 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 766 4 gt 15000 European Al Association 2009 gt 861 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 79 05 gt 2000 European Al Association 2009 gt 315 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 789 05 gt 2000 European Al Association 2009 gt 316 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 604 05 1108 European Al Association 2009 85 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 598 2 11371 European Al Association 2009 482 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 573 4 80467 European Al Association 2009 4357 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 671 05 gt 10000 European Al Association 2009 gt 2379 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 783 05 gt 5000 European Al Association 2009 gt 634 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 679 2 gt 10000 European Al Association 2009 gt 1039 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 767 2 gt 15000 European Al Association 2009 gt 908 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 668 4 gt 15000 European Al Association 2009 gt 1246 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 762 4 gt 15000 European Al Association 2009 gt 633 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 606 2 33868 European Al Association 2009 792 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 56 4 104842 European Al Association 2009 4880 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 693 05 gt 5000 European Al Association 2009 gt 713 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 788 05 gt 5000 European Al Association 2009 gt 590 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 676 2 gt 15000 European Al Association 2009 gt 1212 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 771 2 gt 15000 European Al Association 2009 gt 810 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 66 4 gt 15000 European Al Association 2009 gt 1014 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 76 4 gt 15000 European Al Association 2009 gt 555 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11971 European Al Association 2010 270 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 27478 European Al Association 2010 619 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11998 European Al Association 2010 270 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 607 05 92495 European Al Association 2010 188 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 609 05 31337 European Al Association 2010 604 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 61 05 33235 European Al Association 2010 624 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 708 05 gt 8864 European Al Association 2010 gt 253 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 779 05 gt 42783 European Al Association 2010 gt 693 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 753 05 13204 European Al Association 2010 24 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 601 05 46326 European Al Association 2010 380 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 599 05 gt 8590 European Al Association 2010 gt 737 509 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia reticulata F M T 451 60 11 304 Shephard 1983 201 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia reticulata F M T 40 55 11 362 Shephard 1983 5531 1054 733 Ceriodaphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake SuperiorDI Mix
Cladoceran Daphnia magna S U NR 453 774 11 3900 Biesinger and Christensen 1972 338 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S M T 220 76 16 38200 Kimball 1978 2030 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Well water
Cladoceran Daphnia magna S U T 451 725 11 2800 Shephard 1983 287 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S U T 168 599 05 5000 European Al Association 2009 gt 227 - Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Daphnia magna S U T 168 792 05 7950 European Al Association 2009 92 333 333 Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Ostracod Stenocypris major R M T 1563 651 16 310196 Shuhaimi-Othman et al 2011a 1022 1022 1022 Stenocypris Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Malaysia)
Amphipod Crangonyx pseudogracilis R U T 50 675 16 9190 Martin and Holdich 1986 1217 1217 1217 Crangonyx Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (UK)
Amphipod Hyalella azteca F M T 105 613 048 gt 5997 Wang et al 2016 Wang et al 2017 gt 2800 gt 2800 2800 gt Hyalella Invert Author reported
Stonefly Acroneuria sp S M T 474 746 11 gt 22600 Call et al 1984 gt 2050 gt 2050 2050 gt Acroneuria Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Midge Chironomus plumosus S U T 80 70 16 30000 Fargasova 2001 2536 2536 2536 Chironomus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Slovakia)
Midge Paratanytarsus dissimilis S M T 1743 728 28 gt 77700 Lamb and Bailey 1981 1983 gt 6232 gt 6232 6232 gt Paratanytarsus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Liberty Lake Washington
Rainbow trout Oncorhynchus mykiss F M T 274 758 05 gt 9840 Gundersen et al 1994 gt 1256 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 452 762 05 gt 8070 Gundersen et al 1994 gt 1140 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 895 758 05 gt 8160 Gundersen et al 1994 gt 1489 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1304 758 05 gt 8200 Gundersen et al 1994 gt 1676 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 232 825 05 6170 Gundersen et al 1994 260 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 350 826 05 6170 Gundersen et al 1994 333 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 836 829 05 7670 Gundersen et al 1994 701 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1158 830 05 6930 Gundersen et al 1994 777 801 801 Oncorhynchus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Atlantic salmon Salmo salar S U T 68 55 05 584 Hamilton and Haines 1995 4602 - Salmo Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Atlantic salmon Salmo salar S U T 68 65 05 599 Hamilton and Haines 1995 531 1564 1564 Salmo Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Brook trout Salvelinus fontinalis S U T 40 56 16 6530 Tandjung 1982 6947 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 18 56 16 3400 Tandjung 1982 6209 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 2 56 16 370 Tandjung 1982 2988 5051 5051 Salvelinus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green sunfish Lepomis cyanellus S M T 474 755 11 gt 50000 Call et al 1984 gt 5255 gt 5255 5255 gt Lepomis Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Rio Grande silvery minnow Hybognathus amarus R M T 140 81 05 gt 59100 Buhl 2002 gt 8620 gt 8620 8620 gt Hybognathus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Fathead minnow Pimephales promelas S M T 474 761 11 gt 48200 Call et al 1984 gt 4707 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas S M T 474 805 11 gt 49800 Call et al 1984 gt 2837 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas R M T 26 78 05 1160 ENSR 1992c 104 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 46 76 05 8180 ENSR 1992c 1191 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 96 81 05 20300 ENSR 1992c 2398 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 194 81 05 44800 ENSR 1992c 7839 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 140 81 05 gt 59100 Buhl 2002 gt 8620 2224 2224 Pimephales Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Smallmouth bass Micropterus dolomieui S M T 1245 505 16 130 Kane and Rabeni 1987 859 859 859 Micropterus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green tree frog Hyla cinerea R M T 455 549 05 gt 4052 Jung and Jagoe 1995 gt 4377 gt 4377 4377 gt Hyla Amphibian Value is from 2007 FW Cu AWQC Appendix C recommendation artificial soft recon
Normalization Chemistry
pH 6 FAV 360
Hardness 25 CMC 180
DOC 1 CCC 99
Acute Ranked GMAV Chronic Ranked GMCV
Rank GMAV Genus Rank GMCV Genus
18 gt 8620 Hybognathus Fish 12 gt 2131 Rana Amphib - Other Data
17 gt 6232 Paratanytarsus Invert 11 1710 Aeolosoma Invert
16 gt 5255 Lepomis Fish 10 591 Chironomus Invert
15 5051 Salvelinus Fish 9 544 Pimephales Fish
14 gt 4377 Hyla Amphibian 8 488 Lymnaea Mollusk
13 3546 Physa Mollusk 7 255 Brachionus Invert
12 gt 2983 Lampsilis Mollusk 6 241 Danio Fish
11 gt 2800 Hyalella Invert 5 171 Hyalella Invert
10 2536 Chironomus Invert 4 129 Salvelinus Fish
9 2224 Pimephales Fish 3 118 Ceriodaphnia Invert
8 gt 2050 Acroneuria Invert 2 111 Salmo Fish
7 1564 Salmo Fish 1 104 Lampsilis Mollusk
6 1217 Crangonyx Invert
5 1022 Stenocypris Invert
4 859 Micropterus Fish
3 801 Oncorhynchus Fish
2 733 Ceriodaphnia Invert
1 333 Daphnia Invert
N Rank Genus GMAV ln(GMAV) ln(GMAV)2 P=R(N+1) sqrt(P) N Rank Genus GMCV ln(GMCV) ln(GMCV)2 P=R(N+1) sqrt(P)
18 4 Micropterus 859 676 4564 0211 0459 12 4 Salvelinus 129 486 2364 0308 0555
3 Oncorhynchus 801 669 4469 0158 0397 3 Ceriodaphnia 118 477 2277 0231 0480
2 Ceriodaphnia 733 660 4352 0105 0324 2 Salmo 111 471 2220 0154 0392
1 Daphnia 333 581 3374 0053 0229 1 Lampsilis 104 465 2159 0077 0277
Sum 2585 1676 0526 141 Sum 1899 902 0769 170
S2 = 1987 S2 = 059
L = 4890 L = 4420
A = 5887 A = 4592
FAV = 360 FCV = 987
CMC = 180
All concentrations reported are microgL total Aluminum
lt-----Click Button after entering data
ENTER DATA HERE ERRORNUM ACUTE CHRONIC
Rank 1 Rank 2 Rank 3 Rank 4 Rank 1 Rank 2 Rank 3 Rank 4
SiteName DOC(mgL) Hardness(mgL as CaCO3) pH FAV CMC CCC Genus GMAV Genus GMAV Genus GMAV Genus GMAV Genus GMCV Genus GMCV Genus GMCV Genus GMCV
Site 1 50 25 9 75428737034162 35229324666008 1800 770 Daphnia 33452 Ceriodaphnia 73576 Stenocypris 102576 Crangonyx 122230 Lampsilis 10463 Ceriodaphnia 11865 Hyalella 17200 Brachionus 25648
Site 2 50 50 9 75428737034162 31204991509063 1600 680 Daphnia 29631 Ceriodaphnia 65171 Stenocypris 90859 Crangonyx 108267 Lampsilis 9268 Ceriodaphnia 10510 Hyalella 15236 Brachionus 22718
Site 3 50 75 9 75428737034162 29067527928199 1500 640 Daphnia 27601 Ceriodaphnia 60707 Stenocypris 84635 Crangonyx 100851 Lampsilis 8633 Ceriodaphnia 9790 Hyalella 14192 Brachionus 21162
Site 4 50 100 9 75428737034162 27640367912592 1400 600 Daphnia 26246 Ceriodaphnia 57726 Stenocypris 80480 Crangonyx 95899 Lampsilis 8209 Ceriodaphnia 9309 Hyalella 13495 Brachionus 20123
Site 5 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 6 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 7 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 8 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 9 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 10 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 11 50 25 85 75428737034162 63245275664384 3200 1400 Daphnia 60055 Ceriodaphnia 132086 Stenocypris 184149 Crangonyx 219432 Lampsilis 18783 Ceriodaphnia 21301 Hyalella 30879 Brachionus 46045
Site 12 50 50 85 75428737034162 61388044609926 3100 1300 Daphnia 58291 Ceriodaphnia 128208 Stenocypris 178742 Crangonyx 212988 Lampsilis 18232 Ceriodaphnia 20676 Hyalella 29972 Brachionus 44693
Site 13 50 75 85 75428737034162 60327020429132 3000 1300 Daphnia 57284 Ceriodaphnia 125992 Stenocypris 175652 Crangonyx 209307 Lampsilis 17917 Ceriodaphnia 20318 Hyalella 29454 Brachionus 43920
Site 14 50 100 85 75428737034162 59585352130146 3000 1300 Daphnia 56580 Ceriodaphnia 124443 Stenocypris 173493 Crangonyx 206734 Lampsilis 17696 Ceriodaphnia 20068 Hyalella 29092 Salmo 41264
Site 15 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 16 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 17 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 18 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 19 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 20 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Appendix C Acceptable Chronic Toxicity Data of Aluminum to Freshwater Aquatic Animals
MLR equation
Species Hardness (mgL as CaCO3) pH DOC(mgL) EC20 Endpoint EC20(microgL) Normalized Conc- EC20(microgL) SMCV-EC20(microgL) GMCV-EC20(microgL) Genus DOC Notes Dilution water
Oligochaete Aeolosoma sp 48 6 025 Reproduction (population size) 1235 17098 17098 17098 Aeolosoma Invert Author reported half the detection limit
Rotifer Brachionus calyciflorus 100 62 025 Reproduction (population size) 431 2555 2555 2555 Brachionus Invert Author reported half the detection limit
Great pond snail Lymnaea stagnalis 117 61 025 Biomass 746 4877 4877 4877 Lymnaea Mollusk Author reported half the detection limit
Fatmucket Lampsilis siliquoidea 1055 604 040 Biomass 169 1042 1042 1042 Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia 50 715 11 Reproduction - youngstarting adult 1780 1898 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia 26 73 05 Reproduction - youngfemale 1557 2718 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 46 75 05 Reproduction - youngfemale 8087 1102 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 96 79 05 Reproduction - youngfemale 6519 796 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 194 81 05 Reproduction - youngfemale 6836 888 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon
Cladoceran Ceriodaphnia dubia 255 703 05 Reproduction (youngfemale) 250 563 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 713 05 Reproduction (youngfemale) 860 1061 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 25 798 05 Reproduction (youngfemale) 700 1006 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 61 803 05 Reproduction (youngfemale) 1010 1363 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 122 810 05 Reproduction (youngfemale) 870 1164 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 255 633 05 Reproduction (youngfemale) 260 1758 Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia 121 636 05 Reproduction (youngfemale) 390 1101 1182 1182 Ceriodaphnia Invert Author reported
Amphipod Hyalella azteca 95 61 051 Biomass (28 d) 1993 1014 Hyalella Author reported
Amphipod Hyalella azteca 106 604 033 Biomass (28 d) 425 2895 1713 1713 Hyalella Invert Author reported
Midge Chironomus riparius 118 558 18 Adult midge emergence 2955 1192 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 119 505 18 Adult midge emergence 8442 22578 Chironomus Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Midge Chironomus riparius 91 66 051 Reproduction ( of eggscase) 3387 7664 5908 5908 Chironomus Invert Author reported
Atlantic salmon Salmo salar 127 57 18 Biomass 6156 5085 5085 5085 Salmo Fish Based on Cleveland et al 1989 reported values at a similar pH wellRO mix
Brook trout Salvelinus fontinalis 123 655 19 Biomass 1644 270 Salvelinus Author reported wellRO mix
Brook trout Salvelinus fontinalis 128 565 18 Biomass 1435 1295 5914 5914 Salvelinus Fish Author reported wellRO mix
Fathead minnow Pimephales promelas 220 770 16 Biomass 6194 3569 Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation well water
Fathead minnow Pimephales promelas 96 620 025 Fry survival 4286 1734 2488 2488 Pimephales Fish Author reported half the detection limit
Zebrafish Danio rerio 83 61 025 Biomass 2344 1102 1102 1102 Danio Fish Author reported half the detection limit
Wood frog Rana sylvatica 115 469 16 MATC-survival gt 2000 gt 9746 gt 9746 9746 gt Rana Amphib - Other Data Value is from 2007 FW Cu AWQC Appendix C recommendation aged tap water
Appendix A Acceptable Acute Toxicity Data of Aluminum to Freshwater Aquatic Animals
Species Methoda Hardness (mgL as CaCO3) pH DOC(mgL) LC50 or EC50 Conc (microgL) Reference Normalized Conc - LC50(microgL) Species Mean Acute Value(microgL) Genus Mean Acute Value(microgL) Genus DOC Note Dilution water
Snail Physa sp S M T 474 659 11 gt 23400 Call 1984 Call et al 1984 gt 48425 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 755 11 30600 Call 1984 Call et al 1984 26986 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 817 11 gt 24700 Call 1984 Call et al 1984 gt 24040 - Physa Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Snail Physa sp S M T 474 746 11 55500 Call 1984 Call et al 1984 50338 35462 35462 Physa Mollusk Value is from 2007 FW Cu AWQC Appendix C recommendation Raw Lake Superior water
Fatmucket Lampsilis siliquoidea F M T 1060 612 048 gt 6302 Wang et al 2016 Wang et al 2017 gt 29834 gt 29834 29834 gt Lampsilis Mollusk Author reported
Cladoceran Ceriodaphnia dubia S M A 500 742 11 1900 McCauley et al 1986 1728 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia S M A 505 786 11 1500 McCauley et al 1986 1294 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation UW-S Lake Superior lab water
Cladoceran Ceriodaphnia dubia S M A 500 813 11 2560 McCauley et al 1986 2431 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia dubia R M T 26 75 05 720 ENSR 1992d 1113 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 46 76 05 1880 ENSR 1992d 2495 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia R M T 96 78 05 2450 ENSR 1992d 2894 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 3727 Fort and Stover 1995 5002 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 90 715 05 5673 Fort and Stover 1995 7613 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U NR 89 76 05 2880 Soucek et al 2001 3362 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Mod Hard Recon
Cladoceran Ceriodaphnia dubia S U T 106 601 05 7112 European Al Association 2009 1691 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 605 2 6865 European Al Association 2009 7088 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 609 4 15581 European Al Association 2009 10072 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 601 05 681 European Al Association 2009 1620 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 603 05 1630 European Al Association 2009 3674 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 597 05 1785 European Al Association 2009 4732 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 592 05 1410 European Al Association 2009 4295 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 699 05 gt 1300 European Al Association 2009 gt 4189 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 785 05 gt 5000 European Al Association 2009 gt 7960 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 68 2 gt 10000 European Al Association 2009 gt 20755 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 782 2 gt 15000 European Al Association 2009 gt 11626 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 677 4 gt 10000 European Al Association 2009 gt 15161 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 766 4 gt 15000 European Al Association 2009 gt 8608 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 106 79 05 gt 2000 European Al Association 2009 gt 3150 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 106 789 05 gt 2000 European Al Association 2009 gt 3156 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 604 05 1108 European Al Association 2009 850 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 598 2 11371 European Al Association 2009 4817 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 573 4 80467 European Al Association 2009 43570 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 671 05 gt 10000 European Al Association 2009 gt 23786 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 783 05 gt 5000 European Al Association 2009 gt 6344 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 60 679 2 gt 10000 European Al Association 2009 gt 10394 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 767 2 gt 15000 European Al Association 2009 gt 9082 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 668 4 gt 15000 European Al Association 2009 gt 12461 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 60 762 4 gt 15000 European Al Association 2009 gt 6332 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 606 2 33868 European Al Association 2009 7920 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 56 4 104842 European Al Association 2009 48800 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 693 05 gt 5000 European Al Association 2009 gt 7126 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 788 05 gt 5000 European Al Association 2009 gt 5898 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S U T 120 676 2 gt 15000 European Al Association 2009 gt 12117 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 771 2 gt 15000 European Al Association 2009 gt 8096 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 66 4 gt 15000 European Al Association 2009 gt 10139 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S U T 120 76 4 gt 15000 European Al Association 2009 gt 5545 - Ceriodaphnia Author reported
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11971 European Al Association 2010 2699 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 27478 European Al Association 2010 6194 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 603 05 11998 European Al Association 2010 2705 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 607 05 92495 European Al Association 2010 1876 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 609 05 31337 European Al Association 2010 6035 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 61 05 33235 European Al Association 2010 6238 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 708 05 gt 8864 European Al Association 2010 gt 2534 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 779 05 gt 42783 European Al Association 2010 gt 6930 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 106 753 05 13204 European Al Association 2010 244 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 601 05 46326 European Al Association 2010 3798 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia dubia S M T 600 599 05 gt 8590 European Al Association 2010 gt 7366 5094 Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Ceriodaphnia reticulata F M T 451 60 11 304 Shephard 1983 2009 - Ceriodaphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Ceriodaphnia reticulata F M T 40 55 11 362 Shephard 1983 55307 10542 7328 Ceriodaphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake SuperiorDI Mix
Cladoceran Daphnia magna S U NR 453 774 11 3900 Biesinger and Christensen 1972 3382 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S M T 220 76 16 38200 Kimball 1978 20303 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Well water
Cladoceran Daphnia magna S U T 451 725 11 2800 Shephard 1983 2868 - Daphnia Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Cladoceran Daphnia magna S U T 168 599 05 5000 European Al Association 2009 gt 2265 - Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Cladoceran Daphnia magna S U T 168 792 05 7950 European Al Association 2009 920 3332 3332 Daphnia Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Recon
Ostracod Stenocypris major R M T 1563 651 16 310196 Shuhaimi-Othman et al 2011a 10216 10216 10216 Stenocypris Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Malaysia)
Amphipod Crangonyx pseudogracilis R U T 50 675 16 9190 Martin and Holdich 1986 12174 12174 12174 Crangonyx Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (UK)
Amphipod Hyalella azteca F M T 105 613 048 gt 5997 Wang et al 2016 Wang et al 2017 gt 28002 gt 28002 28002 gt Hyalella Invert Author reported
Stonefly Acroneuria sp S M T 474 746 11 gt 22600 Call et al 1984 gt 20498 gt 20498 20498 gt Acroneuria Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Midge Chironomus plumosus S U T 80 70 16 30000 Fargasova 2001 25361 25361 25361 Chironomus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation tap water (Slovakia)
Midge Paratanytarsus dissimilis S M T 1743 728 28 gt 77700 Lamb and Bailey 1981 1983 gt 62318 gt 62318 62318 gt Paratanytarsus Invert Value is from 2007 FW Cu AWQC Appendix C recommendation Liberty Lake Washington
Rainbow trout Oncorhynchus mykiss F M T 274 758 05 gt 9840 Gundersen et al 1994 gt 5745 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 452 762 05 gt 8070 Gundersen et al 1994 gt 5212 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 895 758 05 gt 8160 Gundersen et al 1994 gt 6807 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1304 758 05 gt 8200 Gundersen et al 1994 gt 7662 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 232 825 05 6170 Gundersen et al 1994 1190 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 350 826 05 6170 Gundersen et al 1994 1523 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 836 829 05 7670 Gundersen et al 1994 3205 - Oncorhynchus Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Rainbow trout Oncorhynchus mykiss F M T 1158 830 05 6930 Gundersen et al 1994 3554 3661 3661 Oncorhynchus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation RO treated well water then added salts
Atlantic salmon Salmo salar S U T 68 55 05 584 Hamilton and Haines 1995 21042 - Salmo Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Atlantic salmon Salmo salar S U T 68 65 05 599 Hamilton and Haines 1995 2430 7151 7151 Salmo Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Soft recon
Brook trout Salvelinus fontinalis S U T 40 56 16 6530 Tandjung 1982 31767 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 18 56 16 3400 Tandjung 1982 28391 - Salvelinus Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Brook trout Salvelinus fontinalis S U T 2 56 16 370 Tandjung 1982 13663 23097 23097 Salvelinus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green sunfish Lepomis cyanellus S M T 474 755 11 gt 50000 Call et al 1984 gt 24028 gt 24028 24028 gt Lepomis Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Rio Grande silvery minnow Hybognathus amarus R M T 140 81 05 gt 59100 Buhl 2002 gt 39414 gt 39414 39414 gt Hybognathus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Fathead minnow Pimephales promelas S M T 474 761 11 gt 48200 Call et al 1984 gt 21522 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas S M T 474 805 11 gt 49800 Call et al 1984 gt 12972 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lake Superior water
Fathead minnow Pimephales promelas R M T 26 78 05 1160 ENSR 1992c 477 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 46 76 05 8180 ENSR 1992c 5446 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 96 81 05 20300 ENSR 1992c 10966 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 194 81 05 44800 ENSR 1992c 35847 - Pimephales Value is from 2007 FW Cu AWQC Appendix C recommendation Lab Recon water
Fathead minnow Pimephales promelas R M T 140 81 05 gt 59100 Buhl 2002 gt 39414 10168 10168 Pimephales Fish Value is from 2007 FW Cu AWQC Appendix C recommendation Recon water
Smallmouth bass Micropterus dolomieui S M T 1245 505 16 130 Kane and Rabeni 1987 3929 3929 3929 Micropterus Fish Value is from 2007 FW Cu AWQC Appendix C recommendation well waterDI mix
Green tree frog Hyla cinerea R M T 455 549 05 gt 4052 Jung and Jagoe 1995 gt 20016 gt 20016 20016 gt Hyla Amphibian Value is from 2007 FW Cu AWQC Appendix C recommendation artificial soft recon
Normalization Chemistry
pH 7 FAV 2741
Hardness 100 CMC 1400
DOC 1 CCC 390
Acute Ranked GMAV Chronic Ranked GMCV
Rank GMAV Genus Rank GMCV Genus
18 gt 62318 Paratanytarsus Invert 12 17098 Aeolosoma Invert
17 gt 39414 Hybognathus Fish 11 gt 9746 Rana Amphib - Other Data
16 35462 Physa Mollusk 10 5908 Chironomus Invert
15 gt 29834 Lampsilis Mollusk 9 4877 Lymnaea Mollusk
14 gt 28002 Hyalella Invert 8 2555 Brachionus Invert
13 25361 Chironomus Invert 7 2488 Pimephales Fish
12 gt 24028 Lepomis Fish 6 1713 Hyalella Invert
11 23097 Salvelinus Fish 5 1182 Ceriodaphnia Invert
10 gt 20498 Acroneuria Invert 4 1102 Danio Fish
9 gt 20016 Hyla Amphibian 3 1042 Lampsilis Mollusk
8 12174 Crangonyx Invert 2 591 Salvelinus Fish
7 10216 Stenocypris Invert 1 509 Salmo Fish
6 10168 Pimephales Fish
5 7328 Ceriodaphnia Invert
4 7151 Salmo Fish
3 3929 Micropterus Fish
2 3661 Oncorhynchus Fish
1 3332 Daphnia Invert
N Rank Genus GMAV ln(GMAV) ln(GMAV)2 P=R(N+1) sqrt(P) N Rank Genus GMCV ln(GMCV) ln(GMCV)2 P=R(N+1) sqrt(P)
18 4 Salmo 7151 887 7876 0211 0459 12 4 Danio 1102 700 4907 0308 0555
3 Micropterus 3929 828 6849 0158 0397 3 Lampsilis 1042 695 4829 0231 0480
2 Oncorhynchus 3661 821 6733 0105 0324 2 Salvelinus 591 638 4074 0154 0392
1 Daphnia 3332 811 6579 0053 0229 1 Salmo 509 623 3883 0077 0277
Sum 3347 2804 0526 141 Sum 2657 1769 0769 170
S2 = 1223 S2 = 1080
L = 7134 L = 5242
A = 7916 A = 5976
FAV = 2741 FCV = 3940
CMC = 1371
All concentrations reported are microgL total Aluminum
lt-----Click Button after entering data
ENTER DATA HERE ERRORNUM ACUTE CHRONIC
Rank 1 Rank 2 Rank 3 Rank 4 Rank 1 Rank 2 Rank 3 Rank 4
SiteName DOC(mgL) Hardness(mgL as CaCO3) pH FAV CMC CCC Genus GMAV Genus GMAV Genus GMAV Genus GMAV Genus GMCV Genus GMCV Genus GMCV Genus GMCV
Site 1 50 25 9 75428737034162 35229324666008 1800 770 Daphnia 33452 Ceriodaphnia 73576 Stenocypris 102576 Crangonyx 122230 Lampsilis 10463 Ceriodaphnia 11865 Hyalella 17200 Brachionus 25648
Site 2 50 50 9 75428737034162 31204991509063 1600 680 Daphnia 29631 Ceriodaphnia 65171 Stenocypris 90859 Crangonyx 108267 Lampsilis 9268 Ceriodaphnia 10510 Hyalella 15236 Brachionus 22718
Site 3 50 75 9 75428737034162 29067527928199 1500 640 Daphnia 27601 Ceriodaphnia 60707 Stenocypris 84635 Crangonyx 100851 Lampsilis 8633 Ceriodaphnia 9790 Hyalella 14192 Brachionus 21162
Site 4 50 100 9 75428737034162 27640367912592 1400 600 Daphnia 26246 Ceriodaphnia 57726 Stenocypris 80480 Crangonyx 95899 Lampsilis 8209 Ceriodaphnia 9309 Hyalella 13495 Brachionus 20123
Site 5 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 6 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 7 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 8 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 9 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 10 50 150 9 75428737034162 25747072099401 1300 560 Daphnia 24448 Ceriodaphnia 53772 Stenocypris 74967 Crangonyx 89330 Lampsilis 7647 Ceriodaphnia 8672 Hyalella 12571 Brachionus 18745
Site 11 50 25 85 75428737034162 63245275664384 3200 1400 Daphnia 60055 Ceriodaphnia 132086 Stenocypris 184149 Crangonyx 219432 Lampsilis 18783 Ceriodaphnia 21301 Hyalella 30879 Brachionus 46045
Site 12 50 50 85 75428737034162 61388044609926 3100 1300 Daphnia 58291 Ceriodaphnia 128208 Stenocypris 178742 Crangonyx 212988 Lampsilis 18232 Ceriodaphnia 20676 Hyalella 29972 Brachionus 44693
Site 13 50 75 85 75428737034162 60327020429132 3000 1300 Daphnia 57284 Ceriodaphnia 125992 Stenocypris 175652 Crangonyx 209307 Lampsilis 17917 Ceriodaphnia 20318 Hyalella 29454 Brachionus 43920
Site 14 50 100 85 75428737034162 59585352130146 3000 1300 Daphnia 56580 Ceriodaphnia 124443 Stenocypris 173493 Crangonyx 206734 Lampsilis 17696 Ceriodaphnia 20068 Hyalella 29092 Salmo 41264
Site 15 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 16 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 17 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 18 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 19 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Site 20 50 150 85 75428737034162 58555485487011 2900 1500 Daphnia 55602 Ceriodaphnia 122292 Stenocypris 170494 Crangonyx 203161 Lampsilis 17391 Ceriodaphnia 19722 Hyalella 28589 Salmo 30370
Page 25: Draft National 304(a) Aluminum Aquatic Life Criteria … · Draft National 304(a) Aluminum Aquatic Life Criteria ... [0.503×ln ... [0.494𝑝𝑝𝐻𝐻× ℎ𝑎𝑎:ln

Boundaries of the Criteria Outputsbull MLR models were developed using data that

encompassndash DOC range of 008-5 mgLndash Hardness range of 98-127 mgL (as CaCO3)ndash pH range of 6-81

bull MLR criteria outputs are bounded atndash Maximum of 150 mgL total hardness (as CaCO3)

ndash DOC of 50 mgLndash pH range of the model is 50 to 90

25

Aluminum Criteria Look-Up Tables

26

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=05 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 23 a 14 b 69 c 160 f 350 f 620 i 540 b 410 a 230 a

50 43 a 24 b 100 d 170 f 310 f 630 f 670 j 400 a 200 a

75 61 a 33 b 130 e 180 f 290 f 530 f 730 i 390 a 190 a

100 78 a 41 b 150 e 190 f 280 g 460 f 770 c 390 a 180 a

150 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

200 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

250 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

300 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

350 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

400 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

Aluminum Criteria Look-Up Tables

27

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=10 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 33 a 21 b 99 c 220 f 490 f 900 i 780 b 590 a 330 a

50 61 a 35 b 150 e 250 f 440 f 890 f 960 j 580 a 290 a

75 88 a 47 b 180 e 260 f 410 f 740 f 1100 i 570 a 270 a

100 11 a 59 b 210 e 270 f 390 g 650 f 1100 c 560 b 260 a

150 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

200 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

250 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

300 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

350 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

400 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

Aluminum Criteria Look-Up Tables

28

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=25 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 54 a 34 b 160 c 350 f 770 f 1500 i 1300 b 960 a 540 a

50 99 a 57 b 230 e 390 f 690 f 1400 f 1600 j 930 a 470 a

75 14 a 77 b 290 e 410 f 640 f 1200 f 1700 i 920 a 440 a

100 18 a 96 b 330 e 420 f 620 g 1000 f 1800 d 920 b 420 a

150 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

200 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

250 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

300 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

350 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

400 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

Aluminum Criteria Look-Up Tables

29

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=50 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 77 a 49 b 230 c 500 f 1100 f 2100 c 1900 b 1400 a 770 a

50 14 a 82 b 330 e 540 f 970 f 2000 f 2200 j 1300 a 680 a

75 20 a 110 b 410 e 570 f 900 f 1600 f 2500 i 1300 a 640 a

100 26 a 140 b 460 f 590 f 880 g 1400 f 2500 d 1300 b 600 a

150 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

200 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

250 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

300 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

350 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

400 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

Status

30

bull Draft Document Released to the Federal Register on 72817ndash Public comment period of 60 days ndash Due Date for Comments is 92617

bull Revisions will be made considering public commentsbull Subsequent EPA intra-agency review of final criteria

document will then be conducted bull Publication of final criteria document planned for Late Fall

2017

Federal Register Webpagehttpswwwfederalregistergovdocuments201

707282017-15968request-for-scientific-views-draft-updated-aquatic-life-ambient-water-quality-criteria-for-aluminum

Aluminum Criteria Webpagehttpswwwepagovwqc2017-draft-aquatic-life-

criteria-aluminum-freshwater-documents

31

Contact Information

Aluminum Criteria Lead Diana EignorEignorDianaepagov

202-566-1143

Kathryn Gallagher Branch Chiefgallagherkathrynepagov

202-564-1398 32

  • Draft National 304(a) Aluminum Aquatic Life Criteria
  • Slide Number 2
  • Overview
  • Sources of Aluminum
  • Current 1988 Aluminum Criteria
  • Current 1988 Aluminum Criteria
  • Aluminum Standards
  • Criteria Development Process
  • Framework for Updated Draft Aluminum Criteria
  • I Screen toxicological studies for high quality data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Slide Number 14
  • EstuarineMarine Minimum Data Requirements
  • II Evaluate water quality conditions to determine applicability
  • Multiple Bioavailability Modeling Approaches Underwent External Peer Review
  • Accounting for Effects of Water Chemistry on Bioavailability and Toxicity
  • Multiple Linear Regression (MLR) Models to Account for Effects of Water Chemistry
  • III Normalize toxicity data in species sensitivity distribution to a set of water quality conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • Aluminum Criteria Calculator
  • Aluminum Criteria Calculator SD Example
  • Boundaries of the Criteria Outputs
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Status
  • Slide Number 31
  • Contact Information
Page 26: Draft National 304(a) Aluminum Aquatic Life Criteria … · Draft National 304(a) Aluminum Aquatic Life Criteria ... [0.503×ln ... [0.494𝑝𝑝𝐻𝐻× ℎ𝑎𝑎:ln

Aluminum Criteria Look-Up Tables

26

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=05 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 23 a 14 b 69 c 160 f 350 f 620 i 540 b 410 a 230 a

50 43 a 24 b 100 d 170 f 310 f 630 f 670 j 400 a 200 a

75 61 a 33 b 130 e 180 f 290 f 530 f 730 i 390 a 190 a

100 78 a 41 b 150 e 190 f 280 g 460 f 770 c 390 a 180 a

150 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

200 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

250 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

300 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

350 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

400 11 a 55 b 180 f 200 g 270 h 390 g 650 f 430 b 170 a

Aluminum Criteria Look-Up Tables

27

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=10 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 33 a 21 b 99 c 220 f 490 f 900 i 780 b 590 a 330 a

50 61 a 35 b 150 e 250 f 440 f 890 f 960 j 580 a 290 a

75 88 a 47 b 180 e 260 f 410 f 740 f 1100 i 570 a 270 a

100 11 a 59 b 210 e 270 f 390 g 650 f 1100 c 560 b 260 a

150 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

200 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

250 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

300 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

350 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

400 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

Aluminum Criteria Look-Up Tables

28

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=25 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 54 a 34 b 160 c 350 f 770 f 1500 i 1300 b 960 a 540 a

50 99 a 57 b 230 e 390 f 690 f 1400 f 1600 j 930 a 470 a

75 14 a 77 b 290 e 410 f 640 f 1200 f 1700 i 920 a 440 a

100 18 a 96 b 330 e 420 f 620 g 1000 f 1800 d 920 b 420 a

150 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

200 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

250 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

300 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

350 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

400 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

Aluminum Criteria Look-Up Tables

29

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=50 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 77 a 49 b 230 c 500 f 1100 f 2100 c 1900 b 1400 a 770 a

50 14 a 82 b 330 e 540 f 970 f 2000 f 2200 j 1300 a 680 a

75 20 a 110 b 410 e 570 f 900 f 1600 f 2500 i 1300 a 640 a

100 26 a 140 b 460 f 590 f 880 g 1400 f 2500 d 1300 b 600 a

150 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

200 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

250 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

300 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

350 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

400 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

Status

30

bull Draft Document Released to the Federal Register on 72817ndash Public comment period of 60 days ndash Due Date for Comments is 92617

bull Revisions will be made considering public commentsbull Subsequent EPA intra-agency review of final criteria

document will then be conducted bull Publication of final criteria document planned for Late Fall

2017

Federal Register Webpagehttpswwwfederalregistergovdocuments201

707282017-15968request-for-scientific-views-draft-updated-aquatic-life-ambient-water-quality-criteria-for-aluminum

Aluminum Criteria Webpagehttpswwwepagovwqc2017-draft-aquatic-life-

criteria-aluminum-freshwater-documents

31

Contact Information

Aluminum Criteria Lead Diana EignorEignorDianaepagov

202-566-1143

Kathryn Gallagher Branch Chiefgallagherkathrynepagov

202-564-1398 32

  • Draft National 304(a) Aluminum Aquatic Life Criteria
  • Slide Number 2
  • Overview
  • Sources of Aluminum
  • Current 1988 Aluminum Criteria
  • Current 1988 Aluminum Criteria
  • Aluminum Standards
  • Criteria Development Process
  • Framework for Updated Draft Aluminum Criteria
  • I Screen toxicological studies for high quality data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Slide Number 14
  • EstuarineMarine Minimum Data Requirements
  • II Evaluate water quality conditions to determine applicability
  • Multiple Bioavailability Modeling Approaches Underwent External Peer Review
  • Accounting for Effects of Water Chemistry on Bioavailability and Toxicity
  • Multiple Linear Regression (MLR) Models to Account for Effects of Water Chemistry
  • III Normalize toxicity data in species sensitivity distribution to a set of water quality conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • Aluminum Criteria Calculator
  • Aluminum Criteria Calculator SD Example
  • Boundaries of the Criteria Outputs
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Status
  • Slide Number 31
  • Contact Information
Page 27: Draft National 304(a) Aluminum Aquatic Life Criteria … · Draft National 304(a) Aluminum Aquatic Life Criteria ... [0.503×ln ... [0.494𝑝𝑝𝐻𝐻× ℎ𝑎𝑎:ln

Aluminum Criteria Look-Up Tables

27

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=10 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 33 a 21 b 99 c 220 f 490 f 900 i 780 b 590 a 330 a

50 61 a 35 b 150 e 250 f 440 f 890 f 960 j 580 a 290 a

75 88 a 47 b 180 e 260 f 410 f 740 f 1100 i 570 a 270 a

100 11 a 59 b 210 e 270 f 390 g 650 f 1100 c 560 b 260 a

150 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

200 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

250 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

300 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

350 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

400 16 a 80 b 250 f 280 g 380 h 540 g 910 f 620 b 240 a

Aluminum Criteria Look-Up Tables

28

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=25 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 54 a 34 b 160 c 350 f 770 f 1500 i 1300 b 960 a 540 a

50 99 a 57 b 230 e 390 f 690 f 1400 f 1600 j 930 a 470 a

75 14 a 77 b 290 e 410 f 640 f 1200 f 1700 i 920 a 440 a

100 18 a 96 b 330 e 420 f 620 g 1000 f 1800 d 920 b 420 a

150 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

200 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

250 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

300 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

350 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

400 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

Aluminum Criteria Look-Up Tables

29

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=50 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 77 a 49 b 230 c 500 f 1100 f 2100 c 1900 b 1400 a 770 a

50 14 a 82 b 330 e 540 f 970 f 2000 f 2200 j 1300 a 680 a

75 20 a 110 b 410 e 570 f 900 f 1600 f 2500 i 1300 a 640 a

100 26 a 140 b 460 f 590 f 880 g 1400 f 2500 d 1300 b 600 a

150 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

200 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

250 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

300 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

350 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

400 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

Status

30

bull Draft Document Released to the Federal Register on 72817ndash Public comment period of 60 days ndash Due Date for Comments is 92617

bull Revisions will be made considering public commentsbull Subsequent EPA intra-agency review of final criteria

document will then be conducted bull Publication of final criteria document planned for Late Fall

2017

Federal Register Webpagehttpswwwfederalregistergovdocuments201

707282017-15968request-for-scientific-views-draft-updated-aquatic-life-ambient-water-quality-criteria-for-aluminum

Aluminum Criteria Webpagehttpswwwepagovwqc2017-draft-aquatic-life-

criteria-aluminum-freshwater-documents

31

Contact Information

Aluminum Criteria Lead Diana EignorEignorDianaepagov

202-566-1143

Kathryn Gallagher Branch Chiefgallagherkathrynepagov

202-564-1398 32

  • Draft National 304(a) Aluminum Aquatic Life Criteria
  • Slide Number 2
  • Overview
  • Sources of Aluminum
  • Current 1988 Aluminum Criteria
  • Current 1988 Aluminum Criteria
  • Aluminum Standards
  • Criteria Development Process
  • Framework for Updated Draft Aluminum Criteria
  • I Screen toxicological studies for high quality data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Slide Number 14
  • EstuarineMarine Minimum Data Requirements
  • II Evaluate water quality conditions to determine applicability
  • Multiple Bioavailability Modeling Approaches Underwent External Peer Review
  • Accounting for Effects of Water Chemistry on Bioavailability and Toxicity
  • Multiple Linear Regression (MLR) Models to Account for Effects of Water Chemistry
  • III Normalize toxicity data in species sensitivity distribution to a set of water quality conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • Aluminum Criteria Calculator
  • Aluminum Criteria Calculator SD Example
  • Boundaries of the Criteria Outputs
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Status
  • Slide Number 31
  • Contact Information
Page 28: Draft National 304(a) Aluminum Aquatic Life Criteria … · Draft National 304(a) Aluminum Aquatic Life Criteria ... [0.503×ln ... [0.494𝑝𝑝𝐻𝐻× ℎ𝑎𝑎:ln

Aluminum Criteria Look-Up Tables

28

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=25 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 54 a 34 b 160 c 350 f 770 f 1500 i 1300 b 960 a 540 a

50 99 a 57 b 230 e 390 f 690 f 1400 f 1600 j 930 a 470 a

75 14 a 77 b 290 e 410 f 640 f 1200 f 1700 i 920 a 440 a

100 18 a 96 b 330 e 420 f 620 g 1000 f 1800 d 920 b 420 a

150 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

200 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

250 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

300 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

350 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

400 26 a 130 b 390 f 450 g 590 h 860 g 1400 f 1000 b 390 a

Aluminum Criteria Look-Up Tables

29

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=50 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 77 a 49 b 230 c 500 f 1100 f 2100 c 1900 b 1400 a 770 a

50 14 a 82 b 330 e 540 f 970 f 2000 f 2200 j 1300 a 680 a

75 20 a 110 b 410 e 570 f 900 f 1600 f 2500 i 1300 a 640 a

100 26 a 140 b 460 f 590 f 880 g 1400 f 2500 d 1300 b 600 a

150 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

200 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

250 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

300 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

350 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

400 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

Status

30

bull Draft Document Released to the Federal Register on 72817ndash Public comment period of 60 days ndash Due Date for Comments is 92617

bull Revisions will be made considering public commentsbull Subsequent EPA intra-agency review of final criteria

document will then be conducted bull Publication of final criteria document planned for Late Fall

2017

Federal Register Webpagehttpswwwfederalregistergovdocuments201

707282017-15968request-for-scientific-views-draft-updated-aquatic-life-ambient-water-quality-criteria-for-aluminum

Aluminum Criteria Webpagehttpswwwepagovwqc2017-draft-aquatic-life-

criteria-aluminum-freshwater-documents

31

Contact Information

Aluminum Criteria Lead Diana EignorEignorDianaepagov

202-566-1143

Kathryn Gallagher Branch Chiefgallagherkathrynepagov

202-564-1398 32

  • Draft National 304(a) Aluminum Aquatic Life Criteria
  • Slide Number 2
  • Overview
  • Sources of Aluminum
  • Current 1988 Aluminum Criteria
  • Current 1988 Aluminum Criteria
  • Aluminum Standards
  • Criteria Development Process
  • Framework for Updated Draft Aluminum Criteria
  • I Screen toxicological studies for high quality data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Slide Number 14
  • EstuarineMarine Minimum Data Requirements
  • II Evaluate water quality conditions to determine applicability
  • Multiple Bioavailability Modeling Approaches Underwent External Peer Review
  • Accounting for Effects of Water Chemistry on Bioavailability and Toxicity
  • Multiple Linear Regression (MLR) Models to Account for Effects of Water Chemistry
  • III Normalize toxicity data in species sensitivity distribution to a set of water quality conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • Aluminum Criteria Calculator
  • Aluminum Criteria Calculator SD Example
  • Boundaries of the Criteria Outputs
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Status
  • Slide Number 31
  • Contact Information
Page 29: Draft National 304(a) Aluminum Aquatic Life Criteria … · Draft National 304(a) Aluminum Aquatic Life Criteria ... [0.503×ln ... [0.494𝑝𝑝𝐻𝐻× ℎ𝑎𝑎:ln

Aluminum Criteria Look-Up Tables

29

bull EPA also provided criteria look-up tables in Appendix K

Har

dnes

s

CCC(microgL total aluminum)

(DOC=50 mgL)

pH 50 pH 55 pH 60 pH 65 pH 70 pH 75 pH 80 pH 85 pH 90

25 77 a 49 b 230 c 500 f 1100 f 2100 c 1900 b 1400 a 770 a

50 14 a 82 b 330 e 540 f 970 f 2000 f 2200 j 1300 a 680 a

75 20 a 110 b 410 e 570 f 900 f 1600 f 2500 i 1300 a 640 a

100 26 a 140 b 460 f 590 f 880 g 1400 f 2500 d 1300 b 600 a

150 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

200 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

250 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

300 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

350 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

400 38 a 190 b 550 f 630 g 840 h 1200 g 2000 f 1500 b 560 a

Status

30

bull Draft Document Released to the Federal Register on 72817ndash Public comment period of 60 days ndash Due Date for Comments is 92617

bull Revisions will be made considering public commentsbull Subsequent EPA intra-agency review of final criteria

document will then be conducted bull Publication of final criteria document planned for Late Fall

2017

Federal Register Webpagehttpswwwfederalregistergovdocuments201

707282017-15968request-for-scientific-views-draft-updated-aquatic-life-ambient-water-quality-criteria-for-aluminum

Aluminum Criteria Webpagehttpswwwepagovwqc2017-draft-aquatic-life-

criteria-aluminum-freshwater-documents

31

Contact Information

Aluminum Criteria Lead Diana EignorEignorDianaepagov

202-566-1143

Kathryn Gallagher Branch Chiefgallagherkathrynepagov

202-564-1398 32

  • Draft National 304(a) Aluminum Aquatic Life Criteria
  • Slide Number 2
  • Overview
  • Sources of Aluminum
  • Current 1988 Aluminum Criteria
  • Current 1988 Aluminum Criteria
  • Aluminum Standards
  • Criteria Development Process
  • Framework for Updated Draft Aluminum Criteria
  • I Screen toxicological studies for high quality data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Slide Number 14
  • EstuarineMarine Minimum Data Requirements
  • II Evaluate water quality conditions to determine applicability
  • Multiple Bioavailability Modeling Approaches Underwent External Peer Review
  • Accounting for Effects of Water Chemistry on Bioavailability and Toxicity
  • Multiple Linear Regression (MLR) Models to Account for Effects of Water Chemistry
  • III Normalize toxicity data in species sensitivity distribution to a set of water quality conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • Aluminum Criteria Calculator
  • Aluminum Criteria Calculator SD Example
  • Boundaries of the Criteria Outputs
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Status
  • Slide Number 31
  • Contact Information
Page 30: Draft National 304(a) Aluminum Aquatic Life Criteria … · Draft National 304(a) Aluminum Aquatic Life Criteria ... [0.503×ln ... [0.494𝑝𝑝𝐻𝐻× ℎ𝑎𝑎:ln

Status

30

bull Draft Document Released to the Federal Register on 72817ndash Public comment period of 60 days ndash Due Date for Comments is 92617

bull Revisions will be made considering public commentsbull Subsequent EPA intra-agency review of final criteria

document will then be conducted bull Publication of final criteria document planned for Late Fall

2017

Federal Register Webpagehttpswwwfederalregistergovdocuments201

707282017-15968request-for-scientific-views-draft-updated-aquatic-life-ambient-water-quality-criteria-for-aluminum

Aluminum Criteria Webpagehttpswwwepagovwqc2017-draft-aquatic-life-

criteria-aluminum-freshwater-documents

31

Contact Information

Aluminum Criteria Lead Diana EignorEignorDianaepagov

202-566-1143

Kathryn Gallagher Branch Chiefgallagherkathrynepagov

202-564-1398 32

  • Draft National 304(a) Aluminum Aquatic Life Criteria
  • Slide Number 2
  • Overview
  • Sources of Aluminum
  • Current 1988 Aluminum Criteria
  • Current 1988 Aluminum Criteria
  • Aluminum Standards
  • Criteria Development Process
  • Framework for Updated Draft Aluminum Criteria
  • I Screen toxicological studies for high quality data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Slide Number 14
  • EstuarineMarine Minimum Data Requirements
  • II Evaluate water quality conditions to determine applicability
  • Multiple Bioavailability Modeling Approaches Underwent External Peer Review
  • Accounting for Effects of Water Chemistry on Bioavailability and Toxicity
  • Multiple Linear Regression (MLR) Models to Account for Effects of Water Chemistry
  • III Normalize toxicity data in species sensitivity distribution to a set of water quality conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • Aluminum Criteria Calculator
  • Aluminum Criteria Calculator SD Example
  • Boundaries of the Criteria Outputs
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Status
  • Slide Number 31
  • Contact Information
Page 31: Draft National 304(a) Aluminum Aquatic Life Criteria … · Draft National 304(a) Aluminum Aquatic Life Criteria ... [0.503×ln ... [0.494𝑝𝑝𝐻𝐻× ℎ𝑎𝑎:ln

Federal Register Webpagehttpswwwfederalregistergovdocuments201

707282017-15968request-for-scientific-views-draft-updated-aquatic-life-ambient-water-quality-criteria-for-aluminum

Aluminum Criteria Webpagehttpswwwepagovwqc2017-draft-aquatic-life-

criteria-aluminum-freshwater-documents

31

Contact Information

Aluminum Criteria Lead Diana EignorEignorDianaepagov

202-566-1143

Kathryn Gallagher Branch Chiefgallagherkathrynepagov

202-564-1398 32

  • Draft National 304(a) Aluminum Aquatic Life Criteria
  • Slide Number 2
  • Overview
  • Sources of Aluminum
  • Current 1988 Aluminum Criteria
  • Current 1988 Aluminum Criteria
  • Aluminum Standards
  • Criteria Development Process
  • Framework for Updated Draft Aluminum Criteria
  • I Screen toxicological studies for high quality data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Slide Number 14
  • EstuarineMarine Minimum Data Requirements
  • II Evaluate water quality conditions to determine applicability
  • Multiple Bioavailability Modeling Approaches Underwent External Peer Review
  • Accounting for Effects of Water Chemistry on Bioavailability and Toxicity
  • Multiple Linear Regression (MLR) Models to Account for Effects of Water Chemistry
  • III Normalize toxicity data in species sensitivity distribution to a set of water quality conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • Aluminum Criteria Calculator
  • Aluminum Criteria Calculator SD Example
  • Boundaries of the Criteria Outputs
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Status
  • Slide Number 31
  • Contact Information
Page 32: Draft National 304(a) Aluminum Aquatic Life Criteria … · Draft National 304(a) Aluminum Aquatic Life Criteria ... [0.503×ln ... [0.494𝑝𝑝𝐻𝐻× ℎ𝑎𝑎:ln

Contact Information

Aluminum Criteria Lead Diana EignorEignorDianaepagov

202-566-1143

Kathryn Gallagher Branch Chiefgallagherkathrynepagov

202-564-1398 32

  • Draft National 304(a) Aluminum Aquatic Life Criteria
  • Slide Number 2
  • Overview
  • Sources of Aluminum
  • Current 1988 Aluminum Criteria
  • Current 1988 Aluminum Criteria
  • Aluminum Standards
  • Criteria Development Process
  • Framework for Updated Draft Aluminum Criteria
  • I Screen toxicological studies for high quality data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Aluminum Toxicity Data
  • Slide Number 14
  • EstuarineMarine Minimum Data Requirements
  • II Evaluate water quality conditions to determine applicability
  • Multiple Bioavailability Modeling Approaches Underwent External Peer Review
  • Accounting for Effects of Water Chemistry on Bioavailability and Toxicity
  • Multiple Linear Regression (MLR) Models to Account for Effects of Water Chemistry
  • III Normalize toxicity data in species sensitivity distribution to a set of water quality conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • IV Construct sensitivity distribution to determine criteria at set conditions
  • Aluminum Criteria Calculator
  • Aluminum Criteria Calculator SD Example
  • Boundaries of the Criteria Outputs
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Aluminum Criteria Look-Up Tables
  • Status
  • Slide Number 31
  • Contact Information