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Biological Valuation Workshop. Assessing ‘Value’ in marine environments. Gent, Belgium, December 2004. John Roff Acadia University. What constitutes ‘V alue ’ in marine environments?. They are ‘unique’ or ‘valuable’ in some definable way - PowerPoint PPT Presentation
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Biological Valuation WorkshopAssessing Value in marine environmentsJohn Roff Acadia UniversityGent, Belgium, December 2004
What constitutes Value in marine environments?They are unique or valuable in some definable way They are threatened currently or will be in the immediate future Public, political or NGO concern is expressed for defined reasonsThere is an opportunity to acquire or designate the areaPriority areas for conservation (PACs) generally have the following attributes/ characteristics or criteria:
I will concentrate largely on the first issue of what constitutes uniqueness and value.
Note that what constitutes uniqueness is only one component of what constitutes value.Unique means that we have only ONE EXAMPLE of some entity. In terms of biodiversity it would therefore be inherently valuable. NOTE that biodiversity is NOT just species diversity.
Value is a subjective term that can encompass:UniquenessOther combinations of biodiversity attributesMarket priceResource supply Etc.
Two criteria for value might be:Value for conservation purposes, i.e. an area has high biodiversity value (e.g. species richness).Value for resource purposes, i.e. an area supplies ecosystem services (e.g. high production of some commercially important shellfish species).Areas exhibiting these two criteria are frequently separate, e.g. species diversity and productivity are often inversely related (or at least the relationship is parabolic).
Relationship between: species richness and productionNumber of speciesProductivity North Sea ?Global ?
Obviously we need to assemble data and map such variables. Here I concentrate on value for conservation purposes.Central question is: What makes some: species/ community/ habitat/ location/area/ ecosystem/ etc. More valuable than another?George Orwell: All animals are created equal, but some are more equal than others.
When proposals are made to protect certain areas of the marine environment, proponents and activists generally use evocative words to describe their chosen location. They may say that an area requires protection because:It is unique in some wayIt is special in some wayIt is rare in some way (e.g. endangered species/ habitat/ community)It supports economically important resources (fishing grounds/ recruitment area/ nursery/ spawning grounds etc.) It has high biodiversity value (species diversity, or other attribute)It exhibits high ecological or environmental complexityIt exhibits coastal zone aestheticsRarely are these criteria adequately defined, or quantified.
How do we go about such quantification?We need an inventory to consider at least three sets of elements:The ecological hierarchy and biodiversity framework (e.g. Zacharias and Roff)Mapping of Valuable or Unique areas - Distinctive areas Mapping of ordinary or Representative areasThis is followed by mapping and analysis of combinations of attributes to yield a framework for decision making.
After Zacharias and Roff 2000, Cons. Bio.Remind ourselves of the COMPONENTS OF : All the structures and processes thatsupport the diversity of life in the oceans
COMPOSITIONSTRUCTURESPROCESSESGenesGenetic structureGenetic processesSpecies, PopulationsPopulation structureDemographic processes, Life historiesCommunitiesCommunity compositionOrganism-Habitat relationshipsEcosystemsEcosystem structurePhysical and Chemical processes
GENETIC Structure ProcessSPECIES/ POPULATION Structure Process COMMUNITYStructure Process ECOSYSTEMStructure ProcessThe components of marine biodiversity:Expanded from Zacharias and Roff 2000
StructureMutationStructureMigrationStructureSuccessionWatermassCurrentsGenotypes Differentiat.AbundanceDispersion S.DiversityPredationTempTidesFitnessDriftDistributRetentionS. RichnessCompetit.SalinityDisturban.Haplotype DFlowFocal SppMig/ DriftS. EvennessParasitismPropertiesGyresStocksNat. SelectKeystoneGrowthAbundanceMutualismBoundariesRetentionInbreedingInd. Cond.Reprod.Represent.DiseaseDepth/PresP-B coupleMatingInd. Comp.RecruitDistinctiveProductionLightEntrain.Dir. SelectUmbrellaBiomesDecomp.Stratificat.B-G cyclesStab. selectCharismat.Biocoenos.TopographSeasonal.Dis. selectVulnerableS-A relns.SubstrateProduct.Micro. Evol.EconomicTransitionsRepresent.H-A equil.ErosionPhenotypesFun.groupsDistinctiveH-L equil.SpeciationFragmentsHeterog.AnomaliesTurbulenceMacro. EvolMeta-popsEndemismExposureMixingAlt. S.StatsPatchinessUpwellingSymbiosesNutrientsDivergenceBiomassDis. GasesEcol.Integ.AnoxiaErosionDesiccation
An entity may be unique or have value - at any level of the ecological hierarchy: -Presence or seasonal use by:Threatened/ rare/ endangered species (flagships?)Keystone species (what is it/ does it work?)Other focal species, feeding breeding areasSpecies of economic value, especially spawning, recruitment, breeding areasSPECIES LEVEL:
COMMUNITY/ HABITAT LEVEL:Endangered, rare, threatened habitat i.e. a particular kind of habitat that has been reduced in quantity or degraded to a far greater extent than other marine or coastal habitat types, i.e. the proportion of this habitat in its pristine condition is far lower than that of other habitat types.Critical habitat Equivalent to biologically Distinctive habitats.Regions of high species diversity (NOT Biodiversity). Often asserted but rarely documented adequately. Do we know WHY some areas have higher species diversity than others?Regions of high topographic complexity or habitat complexity leading to high species diversity or to locations of rare/ endangered species?
ECOSYSTEM/ HABITAT LEVEL:Regions of unique ecosystem level processes e.g. upwellings, gyral systems, estuarine retention systems.Regions associated with focal species.These are: Distinctive Habitats
For analysis of habitats, we must consider Structures and Processes across the entire ecological hierarchy AND
ProcessesUpwelling, Gyres, CurrentsEnvironmental AnomalyTemperature, Topography, Sea Height, Chlor aFocal SpeciesFlagships, Umbrellas, Parasols, IndicatorsSTRUCTURES AND PROCESSESRoff and Evans 2002 Aquat. Cons.
Characteristics, Processes, Focal SpeciesResources ElevatedHigh Primary Production AreasRetention AreasResources advected / focusedResources depletedRoff and Evans 2002 Aquat. Cons.
CavesSediment by-pass ?high diversityIndicators
Anomalies and Focal Species - Examples
Roff and Evans 2002 Aquat. Cons.
Relations between Anomalies and Focal Species
Relations between Anomalies and Focal Species
Relations between Anomalies and Focal SpeciesBay of Fundy Grand Manan. Lewin and Roff unpub.
Other Distinctive habitatsMay not be detected by physical anomalies, satellite data or conventional ocean mappingFish spawning areasJuvenile fish recruitment zonesTurtle breeding beachesSubmarine seamountsDeep sea ventsLocated by TEK or SEK
What about ordinary areas? The Representative habitats. If we do not protect them, we ignore >90% of marine species diversity!Representative habitats (benthic and pelagic) can be mapped - at some scale we can map areas of high habitat heterogeneitywe can map seasonal and inter-annual variations in geophysical factors e.g. in water masseswe can determine correspondence between selected assemblages of organisms and geophysical factors (e.g. fish, benthic invertebrates and water masses). THEN, if there are strong correlations between e.g. water masses and fish assemblages, we can know how these assemblages will change in response perhaps even in response to global warming. THEN, we can also potentially locate the limits of distributions of communities, their spatial variations, and their centroids of distribution and abundance.
Map the marine environment to define Representative areas (seascapes)Water MassesTemperatureSalinityWater depthWater colourCurrentsSubstrate typesHabitat typesFish distributionsMarine mammalsETC. ETC.Water depthACTUAL SET OF FACTORS USED DEPENDS ON NATURAL VARIATION WITHIN A REGION Roff et al. Aquat. Cons. 2003
ASSEMBLING BENTHIC SEASCAPESFor the Gulf of Maine and Scotian ShelfBottom Water Masses + Depth Classes + Generalized Substrate
=
BENTHIC SEASCAPES
BENTHIC SEASCAPESFor the Gulf of Maine and Scotian ShelfNotes:
~100 Benthic Seascape Types
Each Type defined by its components
Unique Code Identifies each# 6240
6,000 (Water Mass 6 Maine SW)
200 (depth 60-200m)
40 (D - gravel/till)__________6240
ASSEMBLING PELAGIC SEASCAPESFor the Gulf of Maine and Scotian ShelfSurface Water Masses + Depth Classes + Stratification Classes
=
PELAGIC SEASCAPES
PELAGIC SEASCAPESFor the Gulf of Maine and Scotian ShelfNotes:
~70 Pelagic Seascapes
Each Type defined by its components
Unique Code Identifies each# -25220
-25,000 (water mass 25)-200 (depth 60-200)-20 (frontal)__________-25220
Scotian Shelf Seascapesof Representative HabitatsRoff et al. 2003 Aquat. Cons.
Habitat heterogeneity
How MANY different kinds of Representative Habitats? Roff et al. 2003 Aquat. Cons.What can we do with these seascapes?
TSTemperature Salinity water masses
Chart1
11.3375225.8188327.0720022.3677319.8549987.0744393.2739484.690311.9723329.0972910.9543982.375032
10.1104764.9197945.4242652.1680418.9631846.5538783.3655423.3226851.6210847.4075460.712512.486622
9.5623834.6840525.2635771.99191418.9531826.4684443.4024863.1317471.52786.9549020.6539892.489422
9.8018074.8604415.889051.93749719.6645476.6075443.3300663.6328761.6469167.2998090.7359212.425454
10.4956215.2383687.0313682.20352621.5013666.7699653.1525974.6511272.0866848.2180011.0724112.111211
11.1017175.8175788.494842.51994923.9968197.0981023.0778416.220252.6705569.3312891.4012972.006189
11.5972366.35300610.1343652.5673825.451827.346993.1437747.504313.12504610.3901261.3375822.045704
12.0999036.62288811.4996322.30030325.7913617.3509633.1902868.3445623.16386811.431681.113122.026752
12.6187637.08545112.7294222.45186925.7400027.5920513.2750529.2158153.46442812.634191.285262.072418
13.0623847.50025913.0598392.71391924.8345457.7449363.2381469.569063.87849213.3675511.4714762.139741
13.3530457.51612512.1538962.61011723.636827.7277923.1741799.0967483.81360713.2385151.5517512.079733
12.7952417.21349710.1013152.66567521.9427227.647363.1987177.8251893.35619911.7131571.5479932.181928
5 T
6 T
12 T
16 T
17 T
18 T
19 T
22 T
24 T
25 T
27 T
30 T
S
T
Benthic 30 Cluster Monthly Centroid Plots
Stats B40
STATISTICS BENTHIC 40 CLUSTERS - ALL MONTHS COMBINEDSTATISTICS BENTHIC 40 CLUSTERS - ALL MONTHS COMBINEDSTATISTICS BENTHIC 40 CLUSTERS - ALL MONTHS COMBINEDSTATISTICS BENTHIC 40 CLUSTERS - ALL MONTHS COMBINED
ClusterTEMPSALClusterTEMPSALClusterTEMPSALClusterTEMPSALClusterTEMPSALClusterTEMPSALClusterTEMPSAL
1N of cases1441447N of cases1596159613N of cases14414419N of cases1500150025N of cases64864831N of cases12012037N of cases46324632
1Minimum5.9228.447Minimum0.0630.0713Minimum16.5532.9819Minimum17.2235.5225Minimum2.7131.1931Minimum11.8433.4837Minimum0.0332.64
1Maximum23.4732.057Maximum10.3832.413Maximum26.8736.2319Maximum27.2836.3225Maximum18.2733.1731Maximum24.835.2837Maximum5.5234.02
1Range17.553.617Range10.322.3313Range10.323.2519Range10.060.825Range15.561.9831Range12.961.837Range5.491.38
1Median15.03530.937Median1.331.4413Median22.6635.6119Median23.06536.09525Median9.44532.4531Median17.7234.38537Median2.46533.46
1Mean14.566180555630.8057Mean1.876923558931.371196741913Mean22.369097222235.354027777819Mean22.792546666736.0784425Mean9.58921296332.446774691431Mean17.859916666734.35537Mean2.219455958533.4588687392
1Std Dev.5.89507700220.78353065017Std Dev.1.72240281870.385831361713Std Dev.3.00922751350.753277518719Std Dev.2.22420376080.120651858625Std Dev.4.00535875560.349882203931Std Dev.3.43865385420.361888139137Std Dev.1.26550995480.1976212852
2N of cases6246248N of cases3204320414N of cases1632163220N of cases82882826N of cases38438432N of cases22822838N of cases9696
2Minimum8.4534.318Minimum0.7432.2214Minimum5.7132.9420Minimum7.2933.5926Minimum14.7234.8232Minimum0.9230.8538Minimum12.0233.62
2Maximum14.5935.338Maximum6.7433.5714Maximum15.8434.220Maximum15.5934.7726Maximum26.6936.1832Maximum16.6932.838Maximum27.8835.86
2Range6.141.028Range61.3514Range10.131.2620Range8.31.1826Range11.971.3632Range15.771.9538Range15.862.24
2Median11.934.888Median3.0532.9814Median9.78533.5520Median11.2134.2226Median21.8735.76532Median9.03531.91538Median21.00534.525
2Mean11.851233974434.88317307698Mean3.193383270932.97506242214Mean9.941452205933.559583333320Mean11.239710144934.207016908226Mean21.52187535.7312532Mean7.751842105331.935701754438Mean21.106145833334.6969791667
2Std Dev.1.28633137050.23723702968Std Dev.1.11444352320.198081405914Std Dev.2.45882527650.241015525520Std Dev.1.90866449590.24910900926Std Dev.3.76167198330.25988549432Std Dev.4.12207745960.40915507538Std Dev.4.98782757690.6596284756
3N of cases218421849N of cases30030015N of cases32432421N of cases1716171627N of cases727233N of cases727239N of cases9696
3Minimum2.8732.29Minimum4.5631.1715Minimum6.1632.221Minimum20.535.5827Minimum16.4433.4333Minimum14.0534.6239Minimum0.0322.5
3Maximum10.1433.599Maximum21.6933.1915Maximum20.5533.8421Maximum29.1436.5627Maximum27.2135.9433Maximum20.735.7439Maximum8.5130.57
3Range7.271.399Range17.132.0215Range14.391.6421Range8.640.9827Range10.772.5133Range6.651.1239Range8.488.07
3Median6.0233.0259Median13.3732.2815Median13.80532.9821Median24.9536.1627Median23.0935.13533Median17.56535.2339Median3.5626.64
3Mean6.293571428632.99769230779Mean13.436266666732.27815Mean13.591327160533.007376543221Mean24.972482517536.161124708627Mean22.695972222234.9912533Mean17.583472222235.240555555639Mean3.878020833326.7119791667
3Std Dev.1.66810190590.26844163479Std Dev.5.06134112420.418194878615Std Dev.3.88510202410.367015703421Std Dev.1.90938959980.153123607727Std Dev.3.60118629110.740466045733Std Dev.1.86722371280.300838681639Std Dev.2.70352503612.3291275167
4N of cases37237210N of cases20420416N of cases3240324022N of cases7308730828N of cases2652265234N of cases37237240N of cases216216
4Minimum18.1534.2910Minimum17.4934.3616Minimum2.9732.8522Minimum0.0132.3328Minimum0.0331.3234Minimum0.0726.7540Minimum14.333.99
4Maximum27.0136.2610Maximum27.3336.1216Maximum10.0534.1922Maximum3.6733.5728Maximum7.663334Maximum15.2731.5140Maximum27.6236.05
4Range8.861.9710Range9.841.7616Range7.081.3422Range3.661.2428Range7.631.6834Range15.24.7640Range13.322.06
4Median22.5435.9510Median23.21535.61516Median6.2533.5722Median0.8332.9728Median1.87532.4234Median3.4530.0940Median21.68535.28
4Mean22.638709677435.830215053810Mean23.259705882435.550147058816Mean6.301762345733.568796296322Mean0.973383962832.966670771828Mean2.123751885432.378435143334Mean4.066666666729.994919354840Mean21.908981481535.1572222222
4Std Dev.2.29831590790.382968905710Std Dev.2.92676874430.387414669416Std Dev.1.12494904510.223850709922Std Dev.0.69152843750.180964033428Std Dev.1.38611998720.254273178834Std Dev.3.44277957140.83509299940Std Dev.4.08197830280.4707002865
5N of cases75675611N of cases6432643217N of cases14414423N of cases37237229N of cases2004200435N of cases888888
5Minimum16.9734.7311Minimum0.1432.8417Minimum15.0334.4823Minimum8.5732.9329Minimum4.3232.1835Minimum21.7736.2
5Maximum29.4636.3211Maximum5.6434.7417Maximum28.1235.9723Maximum22.0734.529Maximum16.533.6335Maximum27.6636.83
5Range12.491.5911Range5.51.917Range13.091.4923Range13.51.5729Range12.181.4535Range5.890.63
5Median23.8135.8211Median1.7634.0117Median21.60535.4923Median14.20533.7229Median8.9532.9935Median23.9536.48
5Mean23.567764550335.812513227511Mean2.201966728934.015097947817Mean21.349166666735.457916666723Mean14.182930107533.709596774229Mean9.0232.98324351335Mean24.12896396436.5007657658
5Std Dev.3.18533413310.217538380211Std Dev.1.30388339150.227328066517Std Dev.3.16834926470.315046616623Std Dev.2.93794210120.346862873729Std Dev.2.83399828520.207550578735Std Dev.1.20048855460.1486150998
6N of cases1344134412N of cases1932193218N of cases2700270024N of cases9108910830N of cases1488148836N of cases612612
6Minimum16.6535.4712Minimum1935.4718Minimum4.0233.4524Minimum0.6333.6830Minimum1.0331.5836Minimum14.0235.51
6Maximum22.4336.6712Maximum25.136.718Maximum9.7634.8524Maximum6.5234.8630Maximum10.5533.1736Maximum19.3336.39
6Range5.781.212Range6.11.2318Range5.741.424Range5.891.1830Range9.521.5936Range5.310.88
6Median19.41536.312Median22.0636.318Median7.5234.1624Median2.934.5330Median5.332.4736Median16.96536.07
6Mean19.4851562536.309382440512Mean22.132753623236.300295031118Mean7.531614814834.159944444424Mean3.288289415934.516103425630Mean5.545430107532.45518817236Mean16.913398692836.0712091503
6Std Dev.0.86329408060.164865945312Std Dev.1.07047648850.129128721618Std Dev.0.89940616020.228933843224Std Dev.1.00795307560.164857835530Std Dev.2.3004453130.286794011836Std Dev.1.06846841970.1286064375
stats B30
STATISTICS BENTHIC 30 CLUSTERS - ALL MONTHS COMBINEDSTATISTICS BENTHIC 30 CLUSTERS - ALL MONTHS COMBINEDSTATISTICS BENTHIC 30 CLUSTERS - ALL MONTHS COMBINED
ClusterTEMPSALClusterTEMPSALClusterTEMPSALClusterTEMPSALClusterTEMPSAL
1N of cases180180.7N of cases240240.13N of cases17641764.19N of cases95409540.25N of cases18841884
1Minimum3.7728.44.7Minimum14.333.79.13Minimum0.0630.13.19Minimum0.6333.68.25Minimum5.7132.89
1Maximum23.4732.32.7Maximum27.6236.05.13Maximum10.3832.47.19Maximum6.5234.86.25Maximum16.7534.46
1Range19.73.88.7Range13.322.26.13Range10.322.34.19Range5.891.18.25Range11.041.57
1Median14.5531.15.7Median21.94535.29.13Median1.2531.5.19Median2.8834.53.25Median9.9833.61
1Mean14.233388888930.9739444444.7Mean21.965208333335.1665833333.13Mean1.826836734731.4641099773.19Mean3.239583857434.5051436059.25Mean10.099824840833.6218895966
1Std Dev.5.83877667260.7941549722.7Std Dev.4.03018536780.4805549369.13Std Dev.1.70251153250.3900388324.19Std Dev.1.02171518710.1713028287.25Std Dev.2.4454019890.2766083879
...................
2N of cases432432.8N of cases9696.14N of cases540540.20N of cases9696.26N of cases11401140
2Minimum0.0726.75.8Minimum12.0233.62.14Minimum14.7234.82.20Minimum0.0322.5.26Minimum19.5535.26
2Maximum15.2731.62.8Maximum27.8835.86.14Maximum28.1236.18.20Maximum8.5130.57.26Maximum29.1436.47
2Range15.24.87.8Range15.862.24.14Range13.41.36.20Range8.488.07.26Range9.591.21
2Median3.3130.205.8Median21.00534.525.14Median21.8735.73.20Median3.5626.64.26Median24.5136.08
2Mean3.886134259330.1003703704.8Mean21.106145833334.6969791667.14Mean21.681111111135.6897037037.20Mean3.878020833326.7119791667.26Mean24.389403508836.0636315789
2Std Dev.3.31396932360.831956212.8Std Dev.4.98782757690.6596284756.14Std Dev.3.59673680530.2790128125.20Std Dev.2.70352503612.3291275167.26Std Dev.2.06785625580.160137576
...................
3N of cases14761476.9N of cases13321332.15N of cases828828.21N of cases528528.27N of cases81848184
3Minimum21.9535.85.9Minimum16.6535.68.15Minimum2.7131.16.21Minimum7.9832.42.27Minimum0.0132.26
3Maximum29.1136.83.9Maximum22.2436.67.15Maximum21.6933.45.21Maximum23.3634.58.27Maximum5.833.53
3Range7.160.98.9Range5.590.99.15Range18.982.29.21Range15.382.16.27Range5.791.27
3Median24.8636.31.9Median19.4236.3.15Median12.00532.43.21Median14.4733.61.27Median132.97
3Mean25.050115176236.3248238482.9Mean19.487732732736.313033033.15Mean11.841570048332.4174516908.21Mean14.397651515233.5966098485.27Mean1.172023460432.9686302542
3Std Dev.1.5768946270.1671075046.9Std Dev.0.85607308190.1530578539.15Std Dev.4.8552369610.4322967025.21Std Dev.3.24088711820.426968111.27Std Dev.0.90198525670.1731404917
...................
4N of cases144144.10N of cases19321932.16N of cases50525052.22N of cases20042004.28N of cases156156
4Minimum16.4433.43.10Minimum17.2234.93.16Minimum0.0332.64.22Minimum1.0331.31.28Minimum12.933.88
4Maximum27.2136.05.10Maximum26.5436.32.16Maximum6.4634.01.22Maximum12.8733.25.28Maximum25.8235.67
4Range10.772.62.10Range9.321.39.16Range6.431.37.22Range11.841.94.28Range12.921.79
4Median23.07535.47.10Median22.5136.12.16Median2.5533.37.22Median5.77532.52.28Median18.4434.895
4Mean22.877152777835.2038194444.10Mean22.434704968936.0936645963.16Mean2.378147268433.3679275534.22Mean6.028478043932.4899401198.28Mean18.745961538534.8524358974
4Std Dev.3.34166652930.6608195765.10Std Dev.2.01865714290.1413884957.16Std Dev.1.24084506190.2104658226.22Std Dev.2.47462697410.3594078955.28Std Dev.3.21055673570.4218903264
...................
5N of cases12721272.11N of cases636636.17N of cases264264.23N of cases17161716.29N of cases852852
5Minimum7.9433.8.11Minimum14.0235.36.17Minimum17.5232.98.23Minimum20.0736.05.29Minimum16.9734.73
5Maximum17.6735.33.11Maximum20.2236.39.17Maximum26.8736.26.23Maximum25.3436.83.29Maximum29.4636.28
5Range9.731.53.11Range6.21.03.17Range9.353.28.23Range5.270.78.29Range12.491.55
5Median11.6234.58.11Median16.9636.06.17Median22.89535.77.23Median22.2836.36.29Median23.6635.81
5Mean11.530974842834.6072798742.11Mean16.92866352236.0513050314.17Mean22.527613636435.5536363636.23Mean22.347750582836.3922785548.29Mean23.397852112735.7830516432
5Std Dev.1.69678090910.3514564373.11Std Dev.1.10301402680.1628854814.17Std Dev.2.66512014480.6583540632.23Std Dev.0.98418002960.1456210003.29Std Dev.3.1449113150.2232930176
...................
6N of cases40324032.12N of cases23042304.18N of cases39123912.24N of cases35523552.30N of cases66006600
6Minimum2.4732.41.12Minimum3.8831.99.18Minimum3.433.23.24Minimum0.0331.56.30Minimum0.1432.84
6Maximum10.2334.07.12Maximum17.7233.63.18Maximum10.1434.71.24Maximum7.6633.19.30Maximum5.7834.74
6Range7.761.66.12Range13.841.64.18Range6.741.48.24Range7.631.63.30Range5.641.9
6Median5.9233.27.12Median8.9632.97.18Median7.2134.03.24Median2.4632.53.30Median1.7233.96
6Mean6.119570932533.2462375992.12Mean9.063927951432.9405164931.18Mean7.15324386534.0299872188.24Mean2.568175675732.5130489865.30Mean2.183398484833.9630454545
6Std Dev.1.43477615820.2791457645.12Std Dev.2.93451532270.2500751822.18Std Dev.1.04831975670.2687942429.24Std Dev.1.4474320650.2518954781.30Std Dev.1.32510976030.2312372051
stats b10 ans 20
STATISTICS BENTHIC 10 CLUSTERS - ALL MONTHS COMBINEDSTATISTICS BENTHIC 20 CLUSTERS - ALL MONTHS COMBINED
ClusterTEMPSALClusterTEMPSALClusterTEMPSALClusterTEMPSAL
1N of cases22442244.6N of cases363636361N of cases21722172.6N of cases16321632
1Minimum14.0235.36.6Minimum0.0629.51Minimum16.8234.93.6Minimum20.3835.58
1Maximum22.836.7.6Maximum12.8732.851Maximum27.0736.34.6Maximum29.1436.56
1Range8.781.34.6Range12.813.351Range10.251.41.6Range8.760.98
1Median19.1336.21.6Median1.93531.8951Median22.85536.13.6Median25.0536.16
1Mean18.941885026736.2328921569.6Mean2.508674367431.80776402641Mean22.673844383136.1022191529.6Mean25.014644607836.1561397059
1Std Dev.1.64096911530.2048962961.6Std Dev.2.1793828620.5610668561Standard Dev1.97749328360.1456241885.6Standard Dev1.93406875420.1551950971
..............
2N of cases77047704.7N of cases235223522N of cases24002400.7N of cases56525652
2Minimum2.0130.32.7Minimum14.7233.382Minimum0.0630.13.7Minimum1.5631.74
2Maximum22.4333.84.7Maximum29.4636.322Maximum10.3832.76.7Maximum14.7333.66
2Range20.423.52.7Range14.742.942Range10.322.63.7Range13.171.92
2Median7.39532.96.7Median23.10535.852Median1.51531.65.7Median6.3732.95
2Mean8.230898234732.892261163.7Mean22.756071428635.77608843542Mean2.096966666731.6495833333.7Mean6.904865534332.903331564
2Std Dev.3.53570907430.4401493867.7Std Dev.3.14923003420.33728695472Standard Dev1.9222638580.4576150105.7Standard Dev2.51760167090.323259689
..............
3N of cases53765376.8N of cases16464164643N of cases11161116.8N of cases14521452
3Minimum18.6335.32.8Minimum0.0131.783Minimum21.5336.15.8Minimum14.0235.36
3Maximum29.1436.83.8Maximum7.2134.073Maximum27.6636.83.8Maximum22.1936.58
3Range10.511.51.8Range7.22.293Range6.130.68.8Range8.171.22
3Median23.3736.24.8Median1.6533.043Median23.8936.41.8Median18.4536.16
3Mean23.566383928636.2504408482.8Mean1.911873177833.05832604473Mean24.023082437336.449874552.8Mean18.115991735536.1849724518
3Std Dev.1.95447674090.1891981883.8Std Dev.1.42831721640.31261837373Standard Dev1.19714345970.1522624075.8Standard Dev1.3629618880.1866345617
..............
4N of cases74527452.9N of cases4564564N of cases1316413164.9N of cases14281428
4Minimum4.2132.95.9Minimum0.0322.54Minimum0.0131.75.9Minimum1.3329.91
4Maximum20.4735.33.9Maximum23.4731.554Maximum6.933.61.9Maximum22.6333.4
4Range16.262.38.9Range23.449.054Range6.891.86.9Range21.33.49
4Median7.9133.94.9Median4.65529.734Median1.4932.95.9Median10.5532.375
4Mean8.771496242633.9960171766.9Mean5.91712719329.24057017544Mean1.725168641832.9053266484.9Mean11.003879551832.3075910364
4Std Dev.2.59592161310.4283614318.9Std Dev.5.51457603731.84243511334Standard Dev1.28104968780.2683819592.9Standard Dev4.95895265430.5440235997
..............
5N of cases624624.10N of cases16380163805N of cases396396.10N of cases768768
5Minimum10.932.98.10Minimum0.1432.845Minimum11.8433.43.10Minimum14.334.36
5Maximum27.8836.1.10Maximum6.6234.865Maximum27.8835.99.10Maximum28.1236.18
5Range16.983.12.10Range6.482.025Range16.042.56.10Range13.821.82
5Median20.22534.905.10Median2.78534.345Median20.3134.69.10Median21.64535.605
5Mean20.505608974434.84375.10Mean2.888678876734.28177472535Mean20.569924242434.7477020202.10Mean21.58367187535.5522135417
5Std Dev.4.3203342360.6465257503.10Std Dev.1.27188343270.3297592135Standard Dev4.42629338820.6141191259.10Standard Dev3.67496425140.3527530706
.......
STATISTICS BENTHIC 20 CLUSTERS - ALL MONTHS COMBINED
ClusterTEMPSALClusterTEMPSAL
.......
11N of cases17281728.16N of cases288288
11Minimum18.735.47.16Minimum16.5532.98
11Maximum23.8436.76.16Maximum26.9836.26
11Range5.141.29.16Range10.433.28
11Median21.3536.35.16Median22.87535.73
11Mean21.326041666736.3591261574.16Mean22.48635.521
11Standard Dev1.06352423640.1465329496.16Standard Dev2.7670.663
.......
12N of cases26042604.17N of cases76927692
12Minimum5.1332.53.17Minimum0.0332.71
12Maximum22.0734.5.17Maximum5.5234.66
12Range16.941.97.17Range5.491.95
12Median10.68533.53.17Median1.933.71
12Mean10.825576036933.5377227343.17Mean2.063087623533.7117199688
12Standard Dev3.11558593140.328406668.17Standard Dev1.29971695950.2821909251
.......
13N of cases49444944.18N of cases10081008
13Minimum2.9732.91.18Minimum17.2634.44
13Maximum10.4134.48.18Maximum29.4636.32
13Range7.441.57.18Range12.21.88
13Median6.5833.79.18Median23.7835.83
13Mean6.469939320433.7720833333.18Mean23.505892857135.8071031746
13Standard Dev1.21927620710.2839132706.18Standard Dev3.05432039660.2355798299
.......
14N of cases9696.19N of cases1136411364
14Minimum0.0322.5.19Minimum0.3133.42
14Maximum8.5130.57.19Maximum6.5234.86
14Range8.488.07.19Range6.211.44
14Median3.5626.64.19Median2.8434.48
14Mean3.878020833326.7119791667.19Mean3.12568813834.4518312214
14Standard Dev2.70352503612.3291275167.19Standard Dev1.09513477360.2096613464
.......
15N of cases22922292.20N of cases492492
15Minimum6.7833.7.20Minimum0.0726.75
15Maximum17.6735.33.20Maximum23.4731.62
15Range10.891.63.20Range23.44.87
15Median9.41534.42.20Median3.78530.215
15Mean10.095235602134.4790270506.20Mean4.911849593530.108597561
15Standard Dev2.15599603160.3198642024.20Standard Dev4.89580842730.816491092
.......
Centroids Btm 30
CLS#TJAN_BSJAN_BTFEB_BSFEB_BTMAR_BSMAR_BTAPR_BSAPR_BTMAY_BSMAY_BTJUN_BSJUN_BTJUL_BSJUL_BTAUG_BSAUG_BTSEP_BSSEP_BTOCT_BSOCT_BTNOV_BSNOV_BTDEC_BSDEC_B
17.29499631.5046.07699731.3070016.67550231.35859.07900230.902512.85299730.632516.86799830.6619.88599830.82200121.08150131.00600120.88231.20399918.88499831.39050115.19699831.67500110.94800131.7225
20.90083430.3127780.56694730.3291660.50333130.6374991.13944530.4430562.43388730.1241663.67221930.1213915.23861129.9819476.92694629.661397.69889329.6919447.7116729.7144456.04916529.9075013.79166930.279167
323.53007736.30227723.09796936.3170723.29634336.34487923.90325736.35731924.68633836.3975625.48154636.43097726.23374236.40885926.85137936.35235626.89983436.29398326.39211536.23308925.59511836.22154224.63366136.237968
418.72249834.44333317.46333334.0718.41500134.26333220.65666635.25666822.88832935.65583425.42083235.47000126.47750135.83083326.71333535.85416826.935.67916925.44749635.26499923.72416935.32916621.69666335.328335
511.33752234.70733310.11047634.5579999.56238334.5355269.80180734.5561910.49562134.5012411.10171734.51428611.59723634.55038112.09990334.58104712.61876334.6892413.06238434.70076413.35304534.67266512.79524134.753429
65.81883233.2018094.91979433.1373484.68405233.093094.86044133.1132355.23836833.2112245.81757833.2107016.35300633.2201466.62288833.3103527.08545133.3474667.50025933.3601467.51612533.3777857.21349733.334198
716.86534.88650116.08299834.97649817.50749834.80300119.20100234.74449921.49450334.55249825.146534.722526.84300235.50550127.24799935.65926.93000435.486524.63650135.50250222.124535.75349819.50300235.406502
814.31249934.07125113.50124634.41875116.07625434.25500118.6187534.20249921.25874933.90750125.35875133.93624927.2362535.31874827.72000335.597527.02500335.28250123.9787535.27999920.69499635.57500117.49250234.518749
919.2594636.33116919.08801836.31972919.27035936.31792819.40702836.31252319.52928436.32018319.57820336.32630519.5185636.31666619.51963836.30369619.5593736.30297519.72252536.2892819.80242936.29360219.59792936.322342
1020.2749136.16490619.6428636.16235719.90465936.11217520.95887636.03161622.1021136.04583723.02764136.1165223.85024536.12347824.38249436.10894424.7124936.08080724.454136.04111923.58037436.03707922.32570836.099133
1116.71848736.06584916.63924636.06565916.74754936.04849216.89924835.9656617.02999935.9815117.01264436.03245216.95000536.06716916.90151436.07773616.91924736.0728317.11264236.07339917.22169936.07245316.99169336.092453
127.07200233.1154215.42426533.1236315.26357733.0836835.8890532.9580547.03136832.8356868.4948432.79773710.13436532.7925811.49963232.80563412.72942232.87120813.05983932.92610512.15389632.98868610.10131533.049896
130.96214431.4487920.44590331.491880.36925731.7424160.58778131.6865081.00114331.5383891.47724831.576781.84282131.5559752.51201331.4351012.97658131.3046973.33409131.2248333.43584131.291212.88409331.361544
1417.29711335.81244316.57799935.83266417.00555835.69419.01133235.48888821.45133835.33977923.7617835.4682225.56400535.69733426.1755635.73799926.15111935.73977724.62755235.76733422.3613435.82888820.18866535.86911
157.60703532.8450016.15796232.8446316.34277532.9148148.01499932.60129510.69425932.32370413.74000332.16685116.42036632.09666817.93259232.1607418.54000132.24610917.4874132.42055514.68370332.64888811.1135232.842777
162.3677333.2968672.1680433.3490641.99191433.4337621.93749733.4414942.20352633.4120332.51994933.4157712.5673833.3950692.30030333.3569152.45186933.311262.71391933.2796972.61011733.2885282.66567533.317104
1719.85499835.92136418.96318435.87772818.95318235.05227319.66454734.30181921.50136634.4823.99681935.47818425.4518235.75045425.79136135.83818125.74000235.79454424.83454535.88863823.6368236.13272921.94272236.127728
187.07443933.9735726.55387833.8892866.46844433.8767096.60754433.9390686.76996533.9993487.09810234.0043797.3469934.0278287.35096334.1035737.59205134.1524547.74493634.1563387.72779234.1590697.6473634.122765
193.27394834.451423.36554234.5527763.40248634.5866583.33006634.5595253.15259734.5334933.07784134.5250023.14377434.5343323.19028634.5277143.27505234.5037193.23814634.4652523.17417934.4217953.19871734.398491
200.18625129.7975011.3629.1500020.30500229.05252.45249925.9837465.02875224.3387516.40124924.3187527.44375323.9262527.81750124.0937526.78375325.8237484.47125327.228752.57124827.9500011.71500228.880001
2112.13533433.99888610.53911133.96355410.09377833.91799911.27422333.69133413.07066533.59422314.57555433.41888815.88044633.34333416.89311433.4171117.85421933.38177918.01599733.42977916.87755633.59733215.0351133.89711
224.6903132.5268143.32268532.4765623.13174732.4307523.63287632.4066894.65112732.4128116.2202532.3595627.5043132.3585018.34456232.4403769.21581532.4879.5690632.5226259.09674832.5946887.82518932.605812
2322.01425736.39741121.52196336.40118821.52951636.40657421.745636.40258822.03308136.41538622.39468236.41412722.48363736.38943922.75979236.38119122.88699336.37867422.97454636.37210123.01559336.37139922.81335636.377274
241.97233232.4597051.62108432.4768521.527832.5619351.64691632.5718992.08668432.5416372.67055632.5610813.12504632.5303613.16386832.5422943.46442832.4791153.87849232.3798033.81360732.5121963.35619932.547508
259.09729133.7839367.40754633.6870316.95490233.6266487.29980933.5626458.21800133.4631619.33128933.45077510.39012633.48709911.4316833.53825812.6341933.68238813.36755133.71554913.23851533.69877211.71315733.759354
2622.19505536.03894821.60610436.02347221.89642136.02716122.85463336.07894924.12926136.09863325.455936.16547426.32421336.22736726.67905636.14526426.79063836.0482126.15999635.96474125.00441635.95610423.57715435.989265
270.95439832.8142240.7125132.9117740.65398932.9942550.73592133.0101931.07241133.0084341.40129733.0322611.33758233.0492321.1131233.0432051.2852633.0065271.47147632.9433821.55175132.899941.54799332.864326
2816.38076834.65307614.73230734.75153714.13769234.72000116.00230634.86692418.46922935.0192320.23922935.0707721.24384535.15076821.65846435.17076921.6630834.83307621.20692334.60307720.35000234.58846318.86769334.80154
2919.37478635.79140918.67070635.77957519.635.8149321.45704135.85915423.40070335.85070425.363135.87760526.88675935.88211127.50070635.82802627.18211435.74014325.53521335.6446523.75675635.62337922.04633935.704929
302.37503233.9212992.48662234.0347822.48942234.1209562.42545434.0859952.11121134.0243492.00618933.9814992.04570433.9540252.02675233.9192432.07241833.8840792.13974133.867422.07973333.8597492.18192833.869587
CLS#JANFEBMARAPRMAYJUNJULAUGSEPOCTNOVDEC
1T7.2949966.0769976.6755029.07900212.85299716.86799819.88599821.08150120.88218.88499815.19699810.948001
1S31.50431.30700131.358530.902530.632530.6630.82200131.00600131.20399931.39050131.67500131.7225
2T0.9008340.5669470.5033311.1394452.4338873.6722195.2386116.9269467.6988937.711676.0491653.791669
2S30.31277830.32916630.63749930.44305630.12416630.12139129.98194729.6613929.69194429.71444529.90750130.279167
3T23.53007723.09796923.29634323.90325724.68633825.48154626.23374226.85137926.89983426.39211525.59511824.633661
3S36.30227736.3170736.34487936.35731936.3975636.43097736.40885936.35235636.29398336.23308936.22154236.237968
4T18.72249817.46333318.41500120.65666622.88832925.42083226.47750126.71333526.925.44749623.72416921.696663
4S34.44333334.0734.26333235.25666835.65583435.47000135.83083335.85416835.67916935.26499935.32916635.328335
5T11.33752210.1104769.5623839.80180710.49562111.10171711.59723612.09990312.61876313.06238413.35304512.795241
5S34.70733334.55799934.53552634.5561934.5012434.51428634.55038134.58104734.6892434.70076434.67266534.753429
6T5.8188324.9197944.6840524.8604415.2383685.8175786.3530066.6228887.0854517.5002597.5161257.213497
6S33.20180933.13734833.0930933.11323533.21122433.21070133.22014633.31035233.34746633.36014633.37778533.334198
7T16.86516.08299817.50749819.20100221.49450325.146526.84300227.24799926.93000424.63650122.124519.503002
7S34.88650134.97649834.80300134.74449934.55249834.722535.50550135.65935.486535.50250235.75349835.406502
8T14.31249913.50124616.07625418.6187521.25874925.35875127.2362527.72000327.02500323.9787520.69499617.492502
8S34.07125134.41875134.25500134.20249933.90750133.93624935.31874835.597535.28250135.27999935.57500134.518749
9T19.2594619.08801819.27035919.40702819.52928419.57820319.5185619.51963819.5593719.72252519.80242919.597929
9S36.33116936.31972936.31792836.31252336.32018336.32630536.31666636.30369636.30297536.2892836.29360236.322342
10T20.2749119.6428619.90465920.95887622.1021123.02764123.85024524.38249424.7124924.454123.58037422.325708
10S36.16490636.16235736.11217536.03161636.04583736.1165236.12347836.10894436.08080736.04111936.03707936.099133
11T16.71848716.63924616.74754916.89924817.02999917.01264416.95000516.90151416.91924717.11264217.22169916.991693
11S36.06584936.06565936.04849235.9656635.9815136.03245236.06716936.07773636.0728336.07339936.07245336.092453
12T7.0720025.4242655.2635775.889057.0313688.4948410.13436511.49963212.72942213.05983912.15389610.101315
12S33.11542133.12363133.08368332.95805432.83568632.79773732.7925832.80563432.87120832.92610532.98868633.049896
13T0.9621440.4459030.3692570.5877811.0011431.4772481.8428212.5120132.9765813.3340913.4358412.884093
13S31.44879231.4918831.74241631.68650831.53838931.5767831.55597531.43510131.30469731.22483331.2912131.361544
14T17.29711316.57799917.00555819.01133221.45133823.7617825.56400526.1755626.15111924.62755222.3613420.188665
14S35.81244335.83266435.69435.48888835.33977935.4682235.69733435.73799935.73977735.76733435.82888835.86911
15T7.6070356.1579626.3427758.01499910.69425913.74000316.42036617.93259218.54000117.4874114.68370311.11352
15S32.84500132.84463132.91481432.60129532.32370432.16685132.09666832.1607432.24610932.42055532.64888832.842777
16T2.367732.168041.9919141.9374972.2035262.5199492.567382.3003032.4518692.7139192.6101172.665675
16S33.29686733.34906433.43376233.44149433.41203333.41577133.39506933.35691533.3112633.27969733.28852833.317104
17T19.85499818.96318418.95318219.66454721.50136623.99681925.4518225.79136125.74000224.83454523.6368221.942722
17S35.92136435.87772835.05227334.30181934.4835.47818435.75045435.83818135.79454435.88863836.13272936.127728
18T7.0744396.5538786.4684446.6075446.7699657.0981027.346997.3509637.5920517.7449367.7277927.64736
18S33.97357233.88928633.87670933.93906833.99934834.00437934.02782834.10357334.15245434.15633834.15906934.122765
19T3.2739483.3655423.4024863.3300663.1525973.0778413.1437743.1902863.2750523.2381463.1741793.198717
19S34.4514234.55277634.58665834.55952534.53349334.52500234.53433234.52771434.50371934.46525234.42179534.398491
20T0.1862511.360.3050022.4524995.0287526.4012497.4437537.8175016.7837534.4712532.5712481.715002
20S29.79750129.15000229.052525.98374624.33875124.31875223.92625224.09375225.82374827.2287527.95000128.880001
21T12.13533410.53911110.09377811.27422313.07066514.57555415.88044616.89311417.85421918.01599716.87755615.03511
21S33.99888633.96355433.91799933.69133433.59422333.41888833.34333433.4171133.38177933.42977933.59733233.89711
22T4.690313.3226853.1317473.6328764.6511276.220257.504318.3445629.2158159.569069.0967487.825189
22S32.52681432.47656232.43075232.40668932.41281132.35956232.35850132.44037632.48732.52262532.59468832.605812
23T22.01425721.52196321.52951621.745622.03308122.39468222.48363722.75979222.88699322.97454623.01559322.813356
23S36.39741136.40118836.40657436.40258836.41538636.41412736.38943936.38119136.37867436.37210136.37139936.377274
24T1.9723321.6210841.52781.6469162.0866842.6705563.1250463.1638683.4644283.8784923.8136073.356199
24S32.45970532.47685232.56193532.57189932.54163732.56108132.53036132.54229432.47911532.37980332.51219632.547508
25T9.0972917.4075466.9549027.2998098.2180019.33128910.39012611.4316812.6341913.36755113.23851511.713157
25S33.78393633.68703133.62664833.56264533.46316133.45077533.48709933.53825833.68238833.71554933.69877233.759354
26T22.19505521.60610421.89642122.85463324.12926125.455926.32421326.67905626.79063826.15999625.00441623.577154
26S36.03894836.02347236.02716136.07894936.09863336.16547436.22736736.14526436.0482135.96474135.95610435.989265
27T0.9543980.712510.6539890.7359211.0724111.4012971.3375821.113121.285261.4714761.5517511.547993
27S32.81422432.91177432.99425533.01019333.00843433.03226133.04923233.04320533.00652732.94338232.8999432.864326
28T16.38076814.73230714.13769216.00230618.46922920.23922921.24384521.65846421.6630821.20692320.35000218.867693
28S34.65307634.75153734.72000134.86692435.0192335.0707735.15076835.17076934.83307634.60307734.58846334.80154
29T19.37478618.67070619.621.45704123.40070325.363126.88675927.50070627.18211425.53521323.75675622.046339
29S35.79140935.77957535.8149335.85915435.85070435.87760535.88211135.82802635.74014335.6446535.62337935.704929
30T2.3750322.4866222.4894222.4254542.1112112.0061892.0457042.0267522.0724182.1397412.0797332.181928
30S33.92129934.03478234.12095634.08599534.02434933.98149933.95402533.91924333.88407933.8674233.85974933.869587
WM NAMESTT
LCW33-1.7-1.7
LCW3200
SSW Hopkins/Garfield3100
SSW Hopkins/Garfield331111
LSW Smith 200133.444
LSW Smith 200134.577
LSW Ramp et al34.256.56.5
LSW Ramp et al34.999
LSW Briwn/Irish34.566
LSW Briwn/Irish35.2599
WASW Ramp35.199
WASW Ramp35.512.512.5
WASW Smith et al33.155
WASW Smith et al35.299
WASW Brown/Irish34.599
WASW Brown/Irish35.251212
GeBW32.11.51.5
GeBW331717
GSL29.97.87.8
MaineSW12866
MaineSW132.52525
MaineSW2281.51.5
MaineSW231.7566
MaineSW3/MIW31.751.51.5
MaineSW3/MIW33.2566
MaineBW33.254.54.5
MaineBW34.51010
Centroids Btm 30
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0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
2
3
4 T
5 T
6 T
7 S
8 T
9 T
10 T
11 T
12 T
13 T
14 T
15 T
16 T
17 T
18 T
19 T
20 T
21 T
22 T
23 T
24 T
25 T
26 T
27 T
28 T
29 T
30 T
WM NAME
S
T
Cluster Centroids Benthic 30 (OAK run 3)
Centroids 40 rejig
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TJAN_B
TFEB_B
TMAR_B
TAPR_B
TMAY_B
TJUN_B
TJUL_B
TAUG_B
TSEP_B
TOCT_B
TNOV_B
TDEC_B
S
T
Centroids Btm 40
000000000000
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5 T
6 T
12 T
16 T
17 T
18 T
19 T
22 T
24 T
25 T
27 T
30 T
S
T
Benthic 30 Cluster Monthly Centroid Plots
Centroids Btm 10
CLS#TJAN_BSJAN_BTFEB_BSFEB_BTMAR_BSMAR_BTAPR_BSAPR_BTMAY_BSMAY_BTJUN_BSJUN_BTJUL_BSJUL_BTAUG_BSAUG_BTSEP_BSSEP_BTOCT_BSOCT_BTNOV_BSNOV_BTDEC_BSDEC_B
1T7.4625017.46250131.0933346.3124976.31249730.84757.0833327.08333230.9591669.8341659.83416530.45749913.98499913.98499930.152518.28999718.28999730.28000321.312521.312530.43750222.39083322.39083330.64083521.97250421.97250430.88416519.61499819.61499831.0815.50666815.50666831.39916611.02916511.02916531.428333
S31.09333430.847530.95916630.45749930.152530.28000330.43750230.64083530.88416531.0831.39916631.428333
2T11.75131811.75131834.93754610.67736110.67736134.79377410.10188410.10188434.78339810.34264410.34264434.84358610.97622910.97622934.8056611.44490611.44490634.81283211.86924111.86924134.84660312.27697812.27697834.87320712.68000112.68000134.96037713.07169513.07169534.96622813.38961913.38961934.93037812.95641512.95641534.994717
S34.93754634.79377434.78339834.84358634.8056634.81283234.84660334.87320734.96037734.96622834.93037834.994717
3T5.818435.8184332.992474.6265174.62651732.9097184.3136494.31364932.8126984.5356714.53567132.8026965.0243275.02432732.908265.8077555.80775532.9257326.6097196.60971932.9638217.1119147.11191433.0697757.7197747.71977433.1264048.3060148.30601433.1868558.3400028.34000233.1916857.8471337.84713333.139099
S32.9924732.90971832.81269832.80269632.9082632.92573232.96382133.06977533.12640433.18685533.19168533.139099
4T20.47387520.47387536.06386919.65257819.65257836.05548519.61903619.61903635.60645320.26902820.26902835.09064521.79290221.79290235.23838823.83032623.83032635.7835524.93774824.93774835.95935425.15419225.15419235.98870825.23387525.23387535.92677324.74128924.74128935.97967923.75871123.75871136.11935422.20096622.20096636.150322
S36.06386936.05548535.60645335.09064535.23838835.7835535.95935435.98870835.92677335.97967936.11935436.150322
5T19.36253719.36253735.83618918.7215918.7215935.81396919.78920719.78920735.86920521.78253621.78253635.92095223.71444723.71444735.92682625.51794125.51794135.95142727.10570927.10570935.9087327.76428227.76428235.82698427.37983927.37983935.73730125.64682625.64682635.6439723.86666523.86666535.61063422.16159122.16159135.703968
S35.83618935.81396935.86920535.92095235.92682635.95142735.9087335.82698435.73730135.6439735.61063435.703968
6T19.24383919.24383936.32812519.06241219.06241236.31776819.23357619.23357636.31518219.38205519.38205536.30589319.51821719.51821736.31348419.58348519.58348536.32241119.54214319.54214336.3134819.54767419.54767436.30151719.58428419.58428436.29973219.73624619.73624636.28464119.80079819.80079836.28901719.58714519.58714536.321339
S36.32812536.31776836.31518236.30589336.31348436.32241136.3134836.30151736.29973236.28464136.28901736.321339
7T0.9319530.93195331.3627070.3965390.39653931.413910.353160.3531631.674210.5911280.59112831.6008261.0348891.03488931.4436841.5284191.52841931.4826321.8896261.88962631.4529342.6176692.61766931.3188723.1238373.12383731.1836833.5020283.50202831.1012783.5802233.58022331.163462.9736062.97360631.256166
S31.36270731.4139131.6742131.60082631.44368431.48263231.45293431.31887231.18368331.10127831.1634631.256166
8T2.7921122.79211232.8931312.3427182.34271832.9521522.2036212.20362133.0226442.3351312.33513133.0394332.7953542.79535433.040343.426383.4263833.0585673.7080783.70807832.9955483.4969063.49690632.9975853.696043.6960432.9510194.007094.0070932.832684.0086414.00864132.9151313.8840023.88400232.952908
S32.89313132.95215233.02264433.03943333.0403433.05856732.99554832.99758532.95101932.8326832.91513132.952908
9T7.9036037.90360332.5796016.5808026.58080232.56446.8836026.88360232.6815998.8003988.80039832.38240111.92840211.92840232.06639915.53200115.53200131.86320118.39279918.39279931.85080119.70360419.70360431.99480120.03560120.03560132.072818.65759718.65759732.21440115.35559615.35559632.45880111.46119811.46119832.6068
S32.57960132.564432.68159932.38240132.06639931.86320131.85080131.99480132.072832.21440132.45880132.6068
10T19.9282319.9282335.20000118.84058818.84058835.00941119.48823719.48823735.09352920.88882320.88882335.54176322.77176722.77176735.58235525.52470225.52470235.48764826.45411926.45411935.8835326.63705826.63705835.96882226.82000226.82000235.83941325.63764425.63764435.64176624.0223524.0223535.67293922.10293822.10293835.680588
S35.20000135.00941135.09352935.54176335.58235535.48764835.8835335.96882235.83941335.64176635.67293935.680588
11T2.3888792.38887933.9788972.5194542.51945434.1020892.5288232.52882334.1831932.4668712.46687134.1430052.116532.1165334.0813831.9782071.97820734.0346072.0143612.01436134.0052222.0121082.01210833.9734692.0573842.05738433.9403722.1099562.10995633.9159322.0632612.06326133.9063992.1677442.16774433.916603
S33.97889734.10208934.18319334.14300534.08138334.03460734.00522233.97346933.94037233.91593233.90639933.916603
12T21.61639421.61639436.31490721.05328821.05328836.31447221.0652221.0652236.30925821.38912821.38912836.29565421.79254921.79254936.31043622.21670722.21670736.32068322.34800522.34800536.30801422.63447622.63447636.2961522.86490622.86490636.2850323.0052223.0052236.27534122.97758122.97758136.27931622.62956222.62956236.294285
S36.31490736.31447236.30925836.29565436.31043636.32068336.30801436.2961536.2850336.27534136.27931636.294285
13T19.1733319.1733335.74000218.26499718.26499735.69749818.42166518.42166534.71083519.23583219.23583233.89521.25999821.25999834.03583524.12749924.12749935.22333125.79166425.79166435.58666626.23667326.23667335.71249826.07333426.07333435.68250324.82666224.82666235.79583423.43500323.43500336.11333121.58250221.58250236.055
S35.74000235.69749834.71083533.89534.03583535.22333135.58666635.71249835.68250335.79583436.11333136.055
14T8.8849238.88492333.7082337.174857.1748533.6199266.7480876.74808733.5609557.1108097.11080933.5036778.0234578.02345733.4064719.1588279.15882733.38838210.26404410.26404433.42301611.32492911.32492933.47463212.54654912.54654933.61492513.28073113.28073133.64764813.11323913.11323933.63124811.54646811.54646833.681984
S33.70823333.61992633.56095533.50367733.40647133.38838233.42301633.47463233.61492533.64764833.63124833.681984
15T10.06963110.06963133.3848158.5322248.53222433.3837058.3103738.31037333.4270369.6248129.62481233.13296511.83963211.83963232.90000214.09888514.09888532.68444416.19148116.19148132.60518617.62592317.62592332.6796318.79962718.79962732.70185118.42962818.42962832.8216.14333216.14333233.05444313.43036713.43036733.314445
S33.38481533.38370533.42703633.13296532.90000232.68444432.60518632.6796332.70185132.8233.05444333.314445
16T6.2284536.22845333.5181545.5582315.55823133.4557195.3586345.35863433.4328045.4792285.47922833.4562725.7134715.71347133.5321776.090746.0907433.5317346.4311066.43110633.5528416.5135096.51350933.6325846.8397026.83970233.6704447.1267517.12675133.6764567.1461617.14616133.6809967.0349787.03497833.64439
S33.51815433.45571933.43280433.45627233.53217733.53173433.55284133.63258433.67044433.67645633.68099633.64439
17T18.27500218.27500235.32333417.07666817.07666835.50500116.78666516.78666535.55518.65333218.65333235.59166721.08083321.08083335.47666523.16916823.16916835.52083224.60916324.60916335.64166625.20916725.20916735.69999725.10833225.10833235.56000123.75583123.75583135.21333321.9866721.9866735.10166520.47916420.47916435.305836
S35.32333435.50500135.55535.59166735.47666535.52083235.64166635.69999735.56000135.21333335.10166535.305836
18T7.3834077.38340734.0929646.8534976.853497346.8041566.80415633.9957966.9764636.97646334.0765917.1502197.15021934.1319017.4893387.48933834.1296887.7174367.71743634.1435857.7225667.72256634.2179187.9598687.95986834.2758418.0732268.07322634.2821698.0499558.04995534.2852677.9606627.96066234.249603
S34.0929643433.99579634.07659134.13190134.12968834.14358534.21791834.27584134.28216934.28526734.249603
19T20.17767520.17767536.14375719.5407219.5407236.1431219.89055819.89055836.11496421.15088521.15088536.07624122.49903922.49903936.06928323.60024123.60024136.1093624.58767724.58767736.11008125.23368625.23368636.0902425.52144425.52144436.05760224.99312224.99312235.99919923.8653623.8653635.9801622.45015722.45015736.047279
S36.14375736.1431236.11496436.07624136.06928336.1093636.11008136.0902436.05760235.99919935.9801636.047279
20T10.82500310.82500334.3647129.3271419.32714134.2168588.7562858.75628534.1634298.9831438.98314334.107439.8205719.82057134.02542910.68014210.68014234.05900211.36014711.36014734.11428512.0944312.0944334.14885712.87828412.87828434.28457313.47614413.47614434.29942713.72771313.72771334.26956912.85143212.85143234.374001
S34.36471234.21685834.16342934.1074334.02542934.05900234.11428534.14885734.28457334.29942734.26956934.374001
21T22.93881222.93881236.12789922.46468722.46468736.12419522.75405322.75405336.14000323.60734423.60734436.18664624.7092424.7092436.22755425.83105525.83105536.28839126.6618926.6618936.31678427.1915427.1915436.22419727.27251627.27251636.1328726.58327926.58327936.05923525.46671325.46671336.04517424.18867324.18867336.060562
S36.12789936.12419536.14000336.18664636.22755436.28839136.31678436.22419736.1328736.05923536.04517436.060562
22T0.7901760.79017632.8109280.5966950.59669532.9048040.5534030.55340332.9892350.6181090.61810933.009510.9271340.92713433.0117611.2301291.23012933.0367581.1559121.15591233.0574760.9372560.93725633.051271.1095131.10951333.011891.2593141.25931432.9522971.3117451.31174532.9077191.290411.2904132.867214
S32.81092832.90480432.98923533.0095133.01176133.03675833.05747633.0512733.0118932.95229732.90771932.867214
23T12.23774112.23774134.09838510.67355110.67355134.05161310.19612910.19612933.98903311.26903211.26903233.76000212.9290312.9290333.66806414.2845214.2845233.48774315.44967715.44967733.39355116.40322516.40322533.4725817.35806517.35806533.45322417.64645417.64645433.4996816.72516316.72516333.66419215.02258215.02258233.977097
S34.09838534.05161333.98903333.76000233.66806433.48774333.39355133.4725833.45322433.4996833.66419233.977097
24T3.3145943.31459434.4625473.4029573.40295734.5614513.4420843.44208434.5947113.3715613.37156134.5692633.2000253.20002534.5433393.1305793.13057934.5359763.199083.1990834.5464523.2459253.24592534.5404213.3327223.33272234.5171893.3011483.30114834.4794463.23553.235534.4353943.2533663.25336634.411255
S34.46254734.56145134.59471134.56926334.54333934.53597634.54645234.54042134.51718934.47944634.43539434.411255
25T5.8751885.87518832.7779624.2242584.22425832.7796294.3759284.37592832.7612955.6683345.66833432.4514817.721857.7218532.2107399.9566659.95666532.1431512.3525912.3525932.07870514.08222614.08222632.0896314.89055314.89055332.21592714.3629614.3629632.40666612.453712.453732.5805559.3281449.32814432.724628
S32.77796232.77962932.76129532.45148132.21073932.1431532.07870532.0896332.21592732.40666632.58055532.724628
26T16.67437416.67437435.89624816.05750116.05750135.89516.57406616.57406635.7521918.82968718.82968735.5112521.45531121.45531135.34906423.6896923.6896935.47656225.62937525.62937535.69343926.29531326.29531335.73031226.29312926.29312935.76781524.71812624.71812635.84093922.19687722.19687735.91562319.8490619.8490635.946564
S35.89624835.89535.7521935.5112535.34906435.47656235.69343935.73031235.76781535.84093935.91562335.946564
27T18.12666718.12666734.07333416.85666816.85666833.66166717.91500317.91500333.84500120.47000320.47000334.99833322.93333422.93333435.5925.43333825.43333835.42666626.65667226.65667235.77333526.95167226.95167235.75666427.02666727.02666735.54000125.30833625.30833634.99333623.43166523.43166535.11499821.24166921.24166935.121666
S34.07333433.66166733.84500134.99833335.5935.42666635.77333535.75666435.54000134.99333635.11499835.121666
28T1.4186351.41863532.3486371.1286831.12868332.3648190.9956340.99563432.4604991.1155911.11559132.4459991.5585891.55858932.3756372.0375432.03754332.3931352.4153592.41535932.3854562.5367732.53677332.3897292.8337232.83372332.3343623.2818143.28181432.2546353.2793213.27932132.3684082.821822.8218232.405773
S32.34863732.36481932.46049932.44599932.37563732.39313532.38545632.38972932.33436232.25463532.36840832.405773
29T7.1492757.14927533.1352125.5089665.50896633.1407895.3265485.32654833.0964855.9069095.90690932.9823046.9808526.98085232.8757598.4115778.41157732.8412749.9997589.99975832.83939411.332311.332332.85181812.57248612.57248632.91315112.93508612.93508632.95824412.10327512.10327533.01303110.13581710.13581733.07103
S33.13521233.14078933.09648532.98230432.87575932.84127432.83939432.85181832.91315132.95824433.01303133.07103
30T4.1319044.13190432.4133342.9313512.93135132.4121442.7610332.76103332.429843.1865063.18650632.4920624.0206324.02063232.5484125.2495995.24959932.4703986.2808756.28087532.4415096.8795246.87952432.5015877.8543657.85436532.4621438.4359528.43595232.3918278.0439678.04396732.4692086.8984956.89849532.479366
S32.41333432.41214432.4298432.49206232.54841232.47039832.44150932.50158732.46214332.39182732.46920832.479366
31T15.16500315.16500334.22399913.35599713.35599734.27812.8312.8334.25600114.89000414.89000434.31317.51400417.51400434.46200219.36499819.36499834.50500120.53399820.53399834.63299920.99399620.99399634.6821.10421.10434.29220.76199720.76199734.12599919.81099719.81099734.15399917.99399917.99399934.336998
S34.22399934.27834.25600134.31334.46200234.50500134.63299934.6834.29234.12599934.15399934.336998
32T3.7905553.79055532.1322212.4199992.41999931.9672222.3572232.35722331.8961113.0561123.05611231.7350014.9972214.99722131.4905578.8816638.88166331.49333410.87778210.87778231.58333412.03889112.03889131.7038912.29500412.29500432.06833311.48888811.48888832.33222210.62722310.62722332.3888898.8488878.84888732.371666
S32.13222131.96722231.89611131.73500131.49055731.49333431.58333431.7038932.06833332.33222232.38888932.371666
33T16.56666416.56666435.12666715.19166315.19166335.17499914.71166914.71166935.07333415.92333315.92333335.21833417.31666817.31666835.38166818.18166718.18166735.43999918.4933318.4933335.44333318.78500618.78500635.38333118.9816718.9816735.16333419.20166619.20166635.08000219.18666519.18666535.10333318.46166818.46166835.298332
S35.12666735.17499935.07333435.21833435.38166835.43999935.44333335.38333135.16333435.08000235.10333335.298332
34T0.9796760.97967630.1854840.6219340.62193430.1877440.5403240.54032430.5077421.1980661.19806630.3516122.5635462.56354630.0599993.8806423.88064230.0590345.5606475.56064729.8954857.3296777.32967729.5316148.063558.0635529.5803228.014528.0145229.6180656.1961286.19612829.8038713.8512893.85128930.158066
S30.18548430.18774430.50774230.35161230.05999930.05903429.89548529.53161429.58032229.61806529.80387130.158066
35T23.43297423.43297436.4966223.05229623.05229636.52270123.14972323.14972336.55472923.38256323.38256336.53486623.71932423.71932436.54216424.11662924.11662936.53648824.64729724.64729736.49067725.03337925.03337936.48445925.05135225.05135236.47581125.02094525.02094536.45324324.74959924.74959936.45229724.19148424.19148436.465134
S36.4966236.52270136.55472936.53486636.54216436.53648836.49067736.48445936.47581136.45324336.45229736.465134
36T16.725116.725136.09098116.68333616.68333636.08960716.81137116.81137136.075116.93254916.93254935.98255217.02588317.02588335.99509816.98137516.98137536.04529616.90882916.90882936.08176416.84764916.84764936.09450916.85804216.85804236.0941217.05803917.05803936.09725617.17490417.17490436.0964716.95372616.95372636.111767
S36.09098136.08960736.075135.98255235.99509836.04529636.08176436.09450936.0941236.09725636.0964736.111767
37T2.2871482.28714833.3972552.1605732.16057333.441092.0167882.01678833.5290181.9143261.91432633.5363732.0983712.09837133.5030292.3244052.32440533.505392.3475682.34756833.4995612.1079052.10790533.4567342.229872.2298733.4061932.4510062.45100633.4048462.3197622.31976233.4065782.4129532.41295333.419975
S33.39725533.4410933.52901833.53637333.50302933.5053933.49956133.45673433.40619333.40484633.40657833.419975
38T14.31249914.31249934.07125113.50124613.50124634.41875116.07625416.07625434.25500118.6187518.6187534.20249921.25874921.25874933.90750125.35875125.35875133.93624927.2362527.2362535.31874827.72000327.72000335.597527.02500327.02500335.28250123.9787523.9787535.27999920.69499620.69499635.57500117.49250217.49250234.518749
S34.07125134.41875134.25500134.20249933.90750133.93624935.31874835.597535.28250135.27999935.57500134.518749
39T0.1862510.18625129.7975011.361.3629.1500020.3050020.30500229.05252.4524992.45249925.9837465.0287525.02875224.3387516.4012496.40124924.3187527.4437537.44375323.9262527.8175017.81750124.0937526.7837536.78375325.8237484.4712534.47125327.228752.5712482.57124827.9500011.7150021.71500228.880001
S29.79750129.15000229.052525.98374624.33875124.31875223.92625224.09375225.82374827.2287527.95000128.880001
40T16.7183316.7183334.85444315.94610915.94610934.96055617.40944317.40944334.80222319.15444219.15444234.75888821.47389221.47389234.55833425.15111225.15111234.69944426.87389426.87389435.50277727.27777727.27777735.65666626.94611226.94611235.47500224.59499724.59499735.49611322.01444422.01444435.74777619.34721919.34721935.374447
S34.85444334.96055634.80222334.75888834.55833434.69944435.50277735.65666635.47500235.49611335.74777635.374447
CLS#JANFEBMARAPRMAYJUNJULAUGSEPOCTNOVDEC
1T7.4625016.3124977.0833329.83416513.98499918.28999721.312522.39083321.97250419.61499815.50666811.029165
S31.09333430.847530.95916630.45749930.152530.28000330.43750230.64083530.88416531.0831.39916631.428333
2T11.75131810.67736110.10188410.34264410.97622911.44490611.86924112.27697812.68000113.07169513.38961912.956415
S34.93754634.79377434.78339834.84358634.8056634.81283234.84660334.87320734.96037734.96622834.93037834.994717
3T5.818434.6265174.3136494.5356715.0243275.8077556.6097197.1119147.7197748.3060148.3400027.847133
S32.9924732.90971832.81269832.80269632.9082632.92573232.96382133.06977533.12640433.18685533.19168533.139099
4T20.47387519.65257819.61903620.26902821.79290223.83032624.93774825.15419225.23387524.74128923.75871122.200966
S36.06386936.05548535.60645335.09064535.23838835.7835535.95935435.98870835.92677335.97967936.11935436.150322
5T19.36253718.7215919.78920721.78253623.71444725.51794127.10570927.76428227.37983925.64682623.86666522.161591
S35.83618935.81396935.86920535.92095235.92682635.95142735.9087335.82698435.73730135.6439735.61063435.703968
6T19.24383919.06241219.23357619.38205519.51821719.58348519.54214319.54767419.58428419.73624619.80079819.587145
S36.32812536.31776836.31518236.30589336.31348436.32241136.3134836.30151736.29973236.28464136.28901736.321339
7T0.9319530.3965390.353160.5911281.0348891.5284191.8896262.6176693.1238373.5020283.5802232.973606
S31.36270731.4139131.6742131.60082631.44368431.48263231.45293431.31887231.18368331.10127831.1634631.256166
8T2.7921122.3427182.2036212.3351312.7953543.426383.7080783.4969063.696044.007094.0086413.884002
S32.89313132.95215233.02264433.03943333.0403433.05856732.99554832.99758532.95101932.8326832.91513132.952908
9T7.9036036.5808026.8836028.80039811.92840215.53200118.39279919.70360420.03560118.65759715.35559611.461198
S32.57960132.564432.68159932.38240132.06639931.86320131.85080131.99480132.072832.21440132.45880132.6068
10T19.9282318.84058819.48823720.88882322.77176725.52470226.45411926.63705826.82000225.63764424.0223522.102938
S35.20000135.00941135.09352935.54176335.58235535.48764835.8835335.96882235.83941335.64176635.67293935.680588
11T2.3888792.5194542.5288232.4668712.116531.9782072.0143612.0121082.0573842.1099562.0632612.167744
S33.97889734.10208934.18319334.14300534.08138334.03460734.00522233.97346933.94037233.91593233.90639933.916603
12T21.61639421.05328821.0652221.38912821.79254922.21670722.34800522.63447622.86490623.0052222.97758122.629562
S36.31490736.31447236.30925836.29565436.31043636.32068336.30801436.2961536.2850336.27534136.27931636.294285
13T19.1733318.26499718.42166519.23583221.25999824.12749925.79166426.23667326.07333424.82666223.43500321.582502
S35.74000235.69749834.71083533.89534.03583535.22333135.58666635.71249835.68250335.79583436.11333136.055
14T8.8849237.174856.7480877.1108098.0234579.15882710.26404411.32492912.54654913.28073113.11323911.546468
S33.70823333.61992633.56095533.50367733.40647133.38838233.42301633.47463233.61492533.64764833.63124833.681984
15T10.0696318.5322248.3103739.62481211.83963214.09888516.19148117.62592318.79962718.42962816.14333213.430367
S33.38481533.38370533.42703633.13296532.90000232.68444432.60518632.6796332.70185132.8233.05444333.314445
16T6.2284535.5582315.3586345.4792285.7134716.090746.4311066.5135096.8397027.1267517.1461617.034978
S33.51815433.45571933.43280433.45627233.53217733.53173433.55284133.63258433.67044433.67645633.68099633.64439
17T18.27500217.07666816.78666518.65333221.08083323.16916824.60916325.20916725.10833223.75583121.9866720.479164
S35.32333435.50500135.55535.59166735.47666535.52083235.64166635.69999735.56000135.21333335.10166535.305836
18T7.3834076.8534976.8041566.9764637.1502197.4893387.7174367.7225667.9598688.0732268.0499557.960662
S34.0929643433.99579634.07659134.13190134.12968834.14358534.21791834.27584134.28216934.28526734.249603
19T20.17767519.5407219.89055821.15088522.49903923.60024124.58767725.23368625.52144424.99312223.8653622.450157
S36.14375736.1431236.11496436.07624136.06928336.1093636.11008136.0902436.05760235.99919935.9801636.047279
20T10.8250039.3271418.7562858.9831439.82057110.68014211.36014712.0944312.87828413.47614413.72771312.851432
S34.36471234.21685834.16342934.1074334.02542934.05900234.11428534.14885734.28457334.29942734.26956934.374001
21T22.93881222.46468722.75405323.60734424.7092425.83105526.6618927.1915427.27251626.58327925.46671324.188673
S36.12789936.12419536.14000336.18664636.22755436.28839136.31678436.22419736.1328736.05923536.04517436.060562
22T0.7901760.5966950.5534030.6181090.9271341.2301291.1559120.9372561.1095131.2593141.3117451.29041
S32.81092832.90480432.98923533.0095133.01176133.03675833.05747633.0512733.0118932.95229732.90771932.867214
23T12.23774110.67355110.19612911.26903212.9290314.2845215.44967716.40322517.35806517.64645416.72516315.022582
S34.09838534.05161333.98903333.76000233.66806433.48774333.39355133.4725833.45322433.4996833.66419233.977097
24T3.3145943.4029573.4420843.3715613.2000253.1305793.199083.2459253.3327223.3011483.23553.253366
S34.46254734.56145134.59471134.56926334.54333934.53597634.54645234.54042134.51718934.47944634.43539434.411255
25T5.8751884.2242584.3759285.6683347.721859.95666512.3525914.08222614.89055314.3629612.45379.328144
S32.77796232.77962932.76129532.45148132.21073932.1431532.07870532.0896332.21592732.40666632.58055532.724628
26T16.67437416.05750116.57406618.82968721.45531123.6896925.62937526.29531326.29312924.71812622.19687719.84906
S35.89624835.89535.7521935.5112535.34906435.47656235.69343935.73031235.76781535.84093935.91562335.946564
27T18.12666716.85666817.91500320.47000322.93333425.43333826.65667226.95167227.02666725.30833623.43166521.241669
S34.07333433.66166733.84500134.99833335.5935.42666635.77333535.75666435.54000134.99333635.11499835.121666
28T1.4186351.1286830.9956341.1155911.5585892.0375432.4153592.5367732.8337233.2818143.2793212.82182
S32.34863732.36481932.46049932.44599932.37563732.39313532.38545632.38972932.33436232.25463532.36840832.405773
29T7.1492755.5089665.3265485.9069096.9808528.4115779.99975811.332312.57248612.93508612.10327510.135817
S33.13521233.14078933.09648532.98230432.87575932.84127432.83939432.85181832.91315132.95824433.01303133.07103
30T4.1319042.9313512.7610333.1865064.0206325.2495996.2808756.8795247.8543658.4359528.0439676.898495
S32.41333432.41214432.4298432.49206232.54841232.47039832.44150932.50158732.46214332.39182732.46920832.479366
31T15.16500313.35599712.8314.89000417.51400419.36499820.53399820.99399621.10420.76199719.81099717.993999
S34.22399934.27834.25600134.31334.46200234.50500134.63299934.6834.29234.12599934.15399934.336998
32T3.7905552.4199992.3572233.0561124.9972218.88166310.87778212.03889112.29500411.48888810.6272238.848887
S32.13222131.96722231.89611131.73500131.49055731.49333431.58333431.7038932.06833332.33222232.38888932.371666
33T16.56666415.19166314.71166915.92333317.31666818.18166718.4933318.78500618.9816719.20166619.18666518.461668
S35.12666735.17499935.07333435.21833435.38166835.43999935.44333335.38333135.16333435.08000235.10333335.298332
34T0.9796760.6219340.5403241.1980662.5635463.8806425.5606477.3296778.063558.014526.1961283.851289
S30.18548430.18774430.50774230.35161230.05999930.05903429.89548529.53161429.58032229.61806529.80387130.158066
35T23.43297423.05229623.14972323.38256323.71932424.11662924.64729725.03337925.05135225.02094524.74959924.191484
S36.4966236.52270136.55472936.53486636.54216436.53648836.49067736.48445936.47581136.45324336.45229736.465134
36T16.725116.68333616.81137116.93254917.02588316.98137516.90882916.84764916.85804217.05803917.17490416.953726
S36.09098136.08960736.075135.98255235.99509836.04529636.08176436.09450936.0941236.09725636.0964736.111767
37T2.2871482.1605732.0167881.9143262.0983712.3244052.3475682.1079052.229872.4510062.3197622.412953
S33.39725533.4410933.52901833.53637333.50302933.5053933.49956133.45673433.40619333.40484633.40657833.419975
38T14.31249913.50124616.07625418.6187521.25874925.35875127.2362527.72000327.02500323.9787520.69499617.492502
S34.07125134.41875134.25500134.20249933.90750133.93624935.31874835.597535.28250135.27999935.57500134.518749
39T0.1862511.360.3050022.4524995.0287526.4012497.4437537.8175016.7837534.4712532.5712481.715002
S29.79750129.15000229.052525.98374624.33875124.31875223.92625224.09375225.82374827.2287527.95000128.880001
40T16.7183315.94610917.40944319.15444221.47389225.15111226.87389427.27777726.94611224.59499722.01444419.347219
S34.85444334.96055634.80222334.75888834.55833434.69944435.50277735.65666635.47500235.49611335.74777635.374447
WM NAMEST
LCW33-1.7
LCW320
SSW Hopkins/Garfield310
SSW Hopkins/Garfield3311
LSW Smith 200133.44
LSW Smith 200134.57
LSW Ramp et al34.256.5
LSW Ramp et al34.99
LSW Briwn/Irish34.56
LSW Briwn/Irish35.259
WASW Ramp35.19
WASW Ramp35.512.5
WASW Smith et al33.15
WASW Smith et al35.29
WASW Brown/Irish34.59
WASW Brown/Irish35.2512
GeBW32.11.5
GeBW3317
GSL29.97.8
MaineSW1286
MaineSW132.525
MaineSW2281.5
MaineSW231.756
MaineSW3/MIW31.751.5
MaineSW3/MIW33.256
MaineBW33.254.5
MaineBW34.510
Centroids Btm 10
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8 T
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10 T
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13 T
14 T
15 T
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WM NAME
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T
Benthic 40 Clusters (Oakr Run 3)
Surf 40 rejig
CLS#TJAN_BSJAN_BTFEB_BSFEB_BTMAR_BSMAR_BTAPR_BSAPR_BTMAY_BSMAY_BTJUN_BSJUN_BTJUL_BSJUL_BTAUG_BSAUG_BTSEP_BSSEP_BTOCT_BSOCT_BTNOV_BSNOV_BTDEC_BSDEC_B
17.46250131.0933346.31249730.84757.08333230.9591669.83416530.45749913.98499930.152518.28999730.28000321.312530.43750222.39083330.64083521.97250430.88416519.61499831.0815.50666831.39916611.02916531.428333
211.75131834.93754610.67736134.79377410.10188434.78339810.34264434.84358610.97622934.8056611.44490634.81283211.86924134.84660312.27697834.87320712.68000134.96037713.07169534.96622813.38961934.93037812.95641534.994717
35.8184332.992474.62651732.9097184.31364932.8126984.53567132.8026965.02432732.908265.80775532.9257326.60971932.9638217.11191433.0697757.71977433.1264048.30601433.1868558.34000233.1916857.84713333.139099
420.47387536.06386919.65257836.05548519.61903635.60645320.26902835.09064521.79290235.23838823.83032635.7835524.93774835.95935425.15419235.98870825.23387535.92677324.74128935.97967923.75871136.11935422.20096636.150322
519.36253735.83618918.7215935.81396919.78920735.86920521.78253635.92095223.71444735.92682625.51794135.95142727.10570935.9087327.76428235.82698427.37983935.73730125.64682635.6439723.86666535.61063422.16159135.703968
619.24383936.32812519.06241236.31776819.23357636.31518219.38205536.30589319.51821736.31348419.58348536.32241119.54214336.3134819.54767436.30151719.58428436.29973219.73624636.28464119.80079836.28901719.58714536.321339
70.93195331.3627070.39653931.413910.3531631.674210.59112831.6008261.03488931.4436841.52841931.4826321.88962631.4529342.61766931.3188723.12383731.1836833.50202831.1012783.58022331.163462.97360631.256166
82.79211232.8931312.34271832.9521522.20362133.0226442.33513133.0394332.79535433.040343.4263833.0585673.70807832.9955483.49690632.9975853.6960432.9510194.0070932.832684.00864132.9151313.88400232.952908
97.90360332.5796016.58080232.56446.88360232.6815998.80039832.38240111.92840232.06639915.53200131.86320118.39279931.85080119.70360431.99480120.03560132.072818.65759732.21440115.35559632.45880111.46119832.6068
1019.9282335.20000118.84058835.00941119.48823735.09352920.88882335.54176322.77176735.58235525.52470235.48764826.45411935.8835326.63705835.96882226.82000235.83941325.63764435.64176624.0223535.67293922.10293835.680588
112.38887933.9788972.51945434.1020892.52882334.1831932.46687134.1430052.1165334.0813831.97820734.0346072.01436134.0052222.01210833.9734692.05738433.9403722.10995633.9159322.06326133.9063992.16774433.916603
1221.61639436.31490721.05328836.31447221.0652236.30925821.38912836.29565421.79254936.31043622.21670736.32068322.34800536.30801422.63447636.2961522.86490636.2850323.0052236.27534122.97758136.27931622.62956236.294285
1319.1733335.74000218.26499735.69749818.42166534.71083519.23583233.89521.25999834.03583524.12749935.22333125.79166435.58666626.23667335.71249826.07333435.68250324.82666235.79583423.43500336.11333121.58250236.055
148.88492333.7082337.1748533.6199266.74808733.5609557.11080933.5036778.02345733.4064719.15882733.38838210.26404433.42301611.32492933.47463212.54654933.61492513.28073133.64764813.11323933.63124811.54646833.681984
1510.06963133.3848158.53222433.3837058.31037333.4270369.62481233.13296511.83963232.90000214.09888532.68444416.19148132.60518617.62592332.6796318.79962732.70185118.42962832.8216.14333233.05444313.43036733.314445
166.22845333.5181545.55823133.4557195.35863433.4328045.47922833.4562725.71347133.5321776.0907433.5317346.43110633.5528416.51350933.6325846.83970233.6704447.12675133.6764567.14616133.6809967.03497833.64439
1718.27500235.32333417.07666835.50500116.78666535.55518.65333235.59166721.08083335.47666523.16916835.52083224.60916335.64166625.20916735.69999725.10833235.56000123.75583135.21333321.9866735.10166520.47916435.305836
187.38340734.0929646.853497346.80415633.9957966.97646334.0765917.15021934.1319017.48933834.1296887.71743634.1435857.72256634.2179187.95986834.2758418.07322634.2821698.04995534.2852677.96066234.249603
1920.17767536.14375719.5407236.1431219.89055836.11496421.15088536.07624122.49903936.06928323.60024136.1093624.58767736.11008125.23368636.0902425.52144436.05760224.99312235.99919923.8653635.9801622.45015736.047279
2010.82500334.3647129.32714134.2168588.75628534.1634298.98314334.107439.82057134.02542910.68014234.05900211.36014734.11428512.0944334.14885712.87828434.28457313.47614434.29942713.72771334.26956912.85143234.374001
2122.93881236.12789922.46468736.12419522.75405336.14000323.60734436.18664624.7092436.22755425.83105536.28839126.6618936.31678427.1915436.22419727.27251636.1328726.58327936.05923525.46671336.04517424.18867336.060562
220.79017632.8109280.59669532.9048040.55340332.9892350.61810933.009510.92713433.0117611.23012933.0367581.15591233.0574760.93725633.051271.10951333.011891.25931432.9522971.31174532.9077191.2904132.867214
2312.23774134.09838510.67355134.05161310.19612933.98903311.26903233.76000212.9290333.66806414.2845233.48774315.44967733.39355116.40322533.4725817.35806533.45322417.64645433.4996816.72516333.66419215.02258233.977097
243.31459434.4625473.40295734.5614513.44208434.5947113.37156134.5692633.20002534.5433393.13057934.5359763.1990834.5464523.24592534.5404213.33272234.5171893.30114834.4794463.235534.4353943.25336634.411255
255.87518832.7779624.22425832.7796294.37592832.7612955.66833432.4514817.7218532.2107399.95666532.1431512.3525932.07870514.08222632.0896314.89055332.21592714.3629632.40666612.453732.5805559.32814432.724628
2616.67437435.89624816.05750135.89516.57406635.7521918.82968735.5112521.45531135.34906423.6896935.47656225.62937535.69343926.29531335.73031226.29312935.76781524.71812635.84093922.19687735.91562319.8490635.946564
2718.12666734.07333416.85666833.66166717.91500333.84500120.47000334.99833322.93333435.5925.43333835.42666626.65667235.77333526.95167235.75666427.02666735.54000125.30833634.99333623.43166535.11499821.24166935.121666
281.41863532.3486371.12868332.3648190.99563432.4604991.11559132.4459991.55858932.3756372.03754332.3931352.41535932.3854562.53677332.3897292.83372332.3343623.28181432.2546353.27932132.3684082.8218232.405773
297.14927533.1352125.50896633.1407895.32654833.0964855.90690932.9823046.98085232.8757598.41157732.8412749.99975832.83939411.332332.85181812.57248632.91315112.93508632.95824412.10327533.01303110.13581733.07103
304.13190432.4133342.93135132.4121442.76103332.429843.18650632.4920624.02063232.5484125.24959932.4703986.28087532.4415096.87952432.5015877.85436532.4621438.43595232.3918278.04396732.4692086.89849532.479366
3115.16500334.22399913.35599734.27812.8334.25600114.89000434.31317.51400434.46200219.36499834.50500120.53399834.63299920.99399634.6821.10434.29220.76199734.12599919.81099734.15399917.99399934.336998
323.79055532.1322212.41999931.9672222.35722331.8961113.05611231.7350014.99722131.4905578.88166331.49333410.87778231.58333412.03889131.7038912.29500432.06833311.48888832.33222210.62722332.3888898.84888732.371666
3316.56666435.12666715.19166335.17499914.71166935.07333415.92333335.21833417.31666835.38166818.18166735.43999918.4933335.44333318.78500635.38333118.9816735.16333419.20166635.08000219.18666535.10333318.46166835.298332
340.97967630.1854840.62193430.1877440.54032430.5077421.19806630.3516122.56354630.0599993.88064230.0590345.56064729.8954857.32967729.5316148.0635529.5803228.0145229.6180656.19612829.8038713.85128930.158066
3523.43297436.4966223.05229636.52270123.14972336.55472923.38256336.53486623.71932436.54216424.11662936.53648824.64729736.49067725.03337936.48445925.05135236.47581125.02094536.45324324.74959936.45229724.19148436.465134
3616.725136.09098116.68333636.08960716.81137136.075116.93254935.98255217.02588335.99509816.98137536.04529616.90882936.08176416.84764936.09450916.85804236.0941217.05803936.09725617.17490436.0964716.95372636.111767
372.28714833.3972552.16057333.441092.01678833.5290181.91432633.5363732.09837133.5030292.32440533.505392.34756833.4995612.10790533.4567342.2298733.4061932.45100633.4048462.31976233.4065782.41295333.419975
3814.31249934.07125113.50124634.41875116.07625434.25500118.6187534.20249921.25874933.90750125.35875133.93624927.2362535.31874827.72000335.597527.02500335.28250123.9787535.27999920.69499635.57500117.49250234.518749
390.18625129.7975011.3629.1500020.30500229.05252.45249925.9837465.02875224.3387516.40124924.3187527.44375323.9262527.81750124.0937526.78375325.8237484.47125327.228752.57124827.9500011.71500228.880001
4016.7183334.85444315.94610934.96055617.40944334.80222319.15444234.75888821.47389234.55833425.15111234.69944426.87389435.50277727.27777735.65666626.94611235.47500224.59499735.49611322.01444435.74777619.34721935.374447
Centroids surf 40
CLS#TJAN_BSJAN_BTFEB_BSFEB_BTMAR_BSMAR_BTAPR_BSAPR_BTMAY_BSMAY_BTJUN_BSJUN_BTJUL_BSJUL_BTAUG_BSAUG_BTSEP_BSSEP_BTOCT_BSOCT_BTNOV_BSNOV_BTDEC_BSDEC_B
120.55431436.17121519.92580636.16834320.18359236.12049921.21386536.05127322.35800936.0639823.30237636.12916924.08883336.13685224.60049636.12027724.92923436.08370224.65668336.03690723.76254336.04143522.5103836.102985
21.17429431.6214120.67257731.6575260.55676631.8826270.77726831.8391421.22500231.703031.78550131.7247982.24762731.6969722.86853431.6089923.394931.5002523.73803131.4077263.7219731.5019683.07828531.575758
323.33795736.44849422.87279536.47150422.92773836.49645223.204336.47785223.58752836.48591624.02613336.48634324.47774136.44569824.92613836.43429925.00516536.42634624.96741536.40752824.73258836.40344224.21150436.414623
41.41746732.7904781.14183932.8651731.05909832.9413761.14104432.9536361.50786532.9435731.90829732.9660071.98450232.9621241.81004232.9563832.00246632.9115642.25879332.8387372.29438232.8481482.18851832.841629
515.90939334.27060714.67848634.30878815.75666834.2809117.98303234.53545420.48393834.56969823.42818134.56757724.86697435.24878725.28666335.37333325.08090635.0739423.30000134.91060621.22303235.06939318.84181834.763332
622.92139636.1208822.44912136.11654322.75029236.13301523.62713436.18235424.75442136.2245625.90647136.28823526.77007336.31853127.30441136.2218427.37014436.12772426.64234736.05338325.49301136.03595424.18691436.050663
75.81426732.9277734.5249532.8905534.2970332.8371544.65895732.8217395.37984832.8620386.43991532.8373687.50023732.842598.23348332.9118699.0546732.9459659.52112832.9689799.21766733.0030568.2162432.990894
817.89272736.20479217.78330636.19925717.93586336.19016618.07190336.1471918.19487636.15545318.21710836.17884118.15867836.19049518.11099436.18991918.13107936.18785118.31619836.18132418.40305536.18404818.17611536.210331
96.5979832.623365.10311232.5805055.26815232.6084026.73134432.3126879.18814832.04462112.12487231.94605114.57369331.93025416.06176432.00151416.68790132.14268915.8473932.32957813.54512632.52058810.3170632.650841
1017.34187535.52562316.51359435.56749716.99640335.47000118.91719135.38812621.31093635.27281223.81359535.36703125.4664135.65921826.00062635.71546925.9359435.65531224.37859535.62187622.23844335.68718720.09046735.696407
1121.04798336.36979320.62472536.36597120.66555636.36472320.85965536.35111221.09993236.36597121.37096836.37625121.40708536.35937521.60319736.35007121.70826936.35291721.82082736.34923621.92806236.34611121.77624336.357986
129.43552933.7539187.77326933.681987.35986233.6306467.89207333.5166829.01428133.40239710.26161633.35009411.43760933.35576212.53313333.40497613.75363933.51170314.35695933.55193713.90258133.58787912.18635433.7047
136.38191333.7186365.82327933.650865.66875533.6471795.77933333.6798325.97055333.7420356.30868333.746466.59241833.7718436.59801233.83726.87844633.8769617.11887633.8839237.11153433.8825117.02990633.851051
140.18625129.7975011.3629.1500020.30500229.05252.45249925.9837465.02875224.3387516.40124924.3187527.44375323.9262527.81750124.0937526.78375325.8237484.47125327.228752.57124827.9500011.71500228.880001
159.9314134.5087438.94565234.3780638.62481734.3749738.86675434.4296889.35989634.4077499.87722634.40759310.2504734.42570910.5616834.47293110.98843134.57052211.26622734.58665111.42120134.57685911.0490634.608849
1619.64666435.86499818.76583335.82458118.85791435.01666619.59166934.28708321.4483334.44524.04332935.42833325.52374835.71749925.88375135.80916625.81208235.76625124.84082835.86333523.58874936.12541621.83291436.099583
172.18101533.6521192.18949533.7389032.12359233.8275382.03951433.814881.93513533.7605171.98260433.7351992.00770633.716031.89325233.6808781.9521833.634462.09203533.6197322.00193333.6183362.11274533.630283
1819.66332835.79666518.94083635.76202419.79702435.79226321.57833335.86952223.47880635.87726225.41417135.90809626.86071635.93202227.41702335.87880727.16500135.78631225.63975935.67964223.91487535.66166722.20083635.740952
193.17094834.3986553.27872934.5035173.31751134.5425223.24460534.5130463.03599834.4856412.94093434.4713863.00562634.4738663.04399234.4637913.129934.4390453.10595534.4019013.04175734.3626373.07179634.343697
201.53195430.3041461.09463230.2970731.13072930.5846352.0019530.3568293.57975530.0546345.11097930.09616.80682729.988058.41536729.7195139.04560629.7721968.81170629.7997576.93439429.9997564.47829230.330488
btm 20
CLS#JANFEBMARAPRMAYJUNJULAUGSEPOCTNOVDEC
1T22.26647221.71806121.69532822.26800523.73418625.65038527.3316528.14116727.87882426.66361225.13869523.643061
S36.57657636.59208736.55192636.46068636.34799236.34674836.36386936.39722436.38069236.36967536.40819536.49707
2T19.69146318.87499418.69254719.18606220.59059522.83873625.22653626.42231226.08024824.59466622.83413321.299555
S36.45830936.45666536.45827936.42797136.39479136.34310936.31333236.26464536.24344336.30066336.37876136.437717
3T12.36056710.96437410.71000212.47537815.93074919.96393423.37768424.55494123.29056220.80237617.52137614.951249
S33.55324933.67681533.70650133.27831332.72062332.16618732.07162532.32549732.5291932.89450133.32856433.586437
4T24.42175924.07396724.31944525.10945726.32039827.52343928.42082828.89890328.66282527.66174526.55329525.515062
S36.23871636.22135536.21577136.2140536.23783536.26143636.23129736.11121436.07130836.06690236.12280336.188046
5T13.3903712.65925715.78518418.77444821.53777525.47036927.40555627.88296327.22000123.99221820.46444716.964817
S33.84592433.77111133.69851733.94851733.59518433.10148235.11037135.45222135.12259335.14110935.45185133.847408
6T4.0819733.3748273.1135983.3985184.6365226.7982599.87671212.38120612.6283710.1045227.7808275.859015
S33.75328833.83618533.73551633.65649833.54701633.40320233.1172632.81404132.86380833.09957533.27050833.470512
7T17.33519616.38070916.04015416.87684619.24271421.82630923.81642525.12240824.7064923.08161921.11910219.15449
S35.83082635.7001535.6726835.68431535.64318835.38131735.28753735.33092535.46590435.619935.68468935.821976
8T1.3313280.5009360.5380221.8028254.0467047.39453411.79196514.27728813.7004210.2252977.3009664.891129
S31.82355331.93648131.95165431.8691131.63964131.38432731.09567330.9620730.94323231.07138131.34834531.598949
9T18.8877218.05435917.7506518.14475819.4530221.58870324.0529825.46017825.10797323.66292622.02031720.45244
S35.56634535.48519935.71313135.33204335.76354636.16751536.2239336.21627836.22386236.24802836.26525536.229668
10T15.77655514.56445614.02879414.52394616.75688219.63513222.03152323.6515523.2642421.68051319.59996417.605165
S34.9111434.89978434.95054634.79547934.89503134.71125434.63095934.71580934.90874535.07633635.11698235.331203
11T21.42855520.92313621.15209822.39094424.0442325.57808927.07156827.73793427.33767725.97551524.31341922.892166
S36.11075236.14081636.08119235.91206735.83464135.84852635.68354435.71125435.86573835.8581535.81805835.923794
12T15.08386214.48113415.57227217.97772420.95522724.19954526.77954327.19818126.61317824.32727221.0193218.130001
S35.26613635.28522535.06477434.64386434.30568334.54068435.23022835.28204735.312535.42386235.69363835.250225
13T3.9489393.5677143.7189473.9275594.5901365.9792497.5958458.9938998.9366037.236945.5114344.520136
S34.53753334.57362734.59616134.58546834.52387234.44668234.37070834.3267434.32110234.29435334.31344234.463421
14T19.32333418.70188320.15622922.78159125.43739527.29086528.99710529.67145228.81869726.15101123.54666121.972176
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