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Total Deposition at Clingmans Dome, TN in the Great Smoky Mountains National Park Selma Isil, AMEC E&I, Inc. Chris Rogers, AMEC E&I, Inc. Kathie Weathers, Cary Institute Amanda Elliott, Cary Institute Tom Lavery, Fuss & O’Neill

Total Deposition at Clingmans Dome, TN in the Great Smoky ...nadp.slh.wisc.edu/conf/2011/session4/Isil.pdf · orographically increased precipitation, high wind speeds, and the large

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Page 1: Total Deposition at Clingmans Dome, TN in the Great Smoky ...nadp.slh.wisc.edu/conf/2011/session4/Isil.pdf · orographically increased precipitation, high wind speeds, and the large

Total Deposition at Clingmans Dome, TN in the Great Smoky Mountains National Park Selma Isil, AMEC E&I, Inc. Chris Rogers, AMEC E&I, Inc. Kathie Weathers, Cary Institute Amanda Elliott, Cary Institute Tom Lavery, Fuss & O’Neill

Page 2: Total Deposition at Clingmans Dome, TN in the Great Smoky ...nadp.slh.wisc.edu/conf/2011/session4/Isil.pdf · orographically increased precipitation, high wind speeds, and the large

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• Ecosystems at these elevations subject to substantial levels of acid deposition from clouds that originate in polluted areas.

• Depositions enhanced by frequent cloud immersion, orographically increased precipitation, high wind speeds, and the large leaf areas typical of mountain tree species.

The CASTNET Mountain Acid Deposition Program (MADPRO):

• Monitors cloud water and its chemical constituents. • High-elevation sites (typically higher than 800 meters).

• Collecting at Clingmans Dome, TN (CLD303) in the Great Smoky Mountains National Park since 1994.

Page 3: Total Deposition at Clingmans Dome, TN in the Great Smoky ...nadp.slh.wisc.edu/conf/2011/session4/Isil.pdf · orographically increased precipitation, high wind speeds, and the large

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View of Radio and Cloud Water Sampling Towers

Page 4: Total Deposition at Clingmans Dome, TN in the Great Smoky ...nadp.slh.wisc.edu/conf/2011/session4/Isil.pdf · orographically increased precipitation, high wind speeds, and the large

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Ozone Inlet (NPS)

Meteorological sensors - WS,

WD, T, RH (NPS)

Cloud Water Collector (EPA)

AT&T cellular modem antenna

(EPA)

PVM-100 Particle Volume Monitor

(EPA)

Page 5: Total Deposition at Clingmans Dome, TN in the Great Smoky ...nadp.slh.wisc.edu/conf/2011/session4/Isil.pdf · orographically increased precipitation, high wind speeds, and the large

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Cloud Event

Page 6: Total Deposition at Clingmans Dome, TN in the Great Smoky ...nadp.slh.wisc.edu/conf/2011/session4/Isil.pdf · orographically increased precipitation, high wind speeds, and the large

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View of the PVM

Page 7: Total Deposition at Clingmans Dome, TN in the Great Smoky ...nadp.slh.wisc.edu/conf/2011/session4/Isil.pdf · orographically increased precipitation, high wind speeds, and the large

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Close-up of Cloud Water Collector

Page 8: Total Deposition at Clingmans Dome, TN in the Great Smoky ...nadp.slh.wisc.edu/conf/2011/session4/Isil.pdf · orographically increased precipitation, high wind speeds, and the large

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Cloud Water Collector

Page 9: Total Deposition at Clingmans Dome, TN in the Great Smoky ...nadp.slh.wisc.edu/conf/2011/session4/Isil.pdf · orographically increased precipitation, high wind speeds, and the large

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Minimum conditions for activation of cloud collector

LWC > or = 0.05 g/m3

Temperature = 2°C No precipitation

Cloud Definition

Page 10: Total Deposition at Clingmans Dome, TN in the Great Smoky ...nadp.slh.wisc.edu/conf/2011/session4/Isil.pdf · orographically increased precipitation, high wind speeds, and the large

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ETI Precipitation Monitor

Page 11: Total Deposition at Clingmans Dome, TN in the Great Smoky ...nadp.slh.wisc.edu/conf/2011/session4/Isil.pdf · orographically increased precipitation, high wind speeds, and the large

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Installation while Site in Cloud

Page 12: Total Deposition at Clingmans Dome, TN in the Great Smoky ...nadp.slh.wisc.edu/conf/2011/session4/Isil.pdf · orographically increased precipitation, high wind speeds, and the large

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Locations of Dry, Wet and Cloud Monitoring Sites in the Great Smoky Mountains National Park (GRSM)

GRS420

TN11

CLD303

Page 13: Total Deposition at Clingmans Dome, TN in the Great Smoky ...nadp.slh.wisc.edu/conf/2011/session4/Isil.pdf · orographically increased precipitation, high wind speeds, and the large

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Seasonal Cloud Water Nitrate Concentrations and Depositions, 2000-2010

Seasonal Cloud Water Sulfate Concentrations and Depositions, 2000-2010

0.0

10.0

20.0

30.0

40.0

50.0

60.0

70.0

0

50

100

150

200

250

kg/h

a

mic

roeq

uiva

lent

s/L

Nitrate ConcentrationNitrate Deposition

0.0

10.0

20.0

30.0

40.0

50.0

60.0

70.0

80.0

90.0

0

100

200

300

400

500

600

kg/h

a

mic

roeq

uiva

lent

s/L

Sulfate ConcentrationSulfate Deposition

49.3% decrease from 2007

60.4% decrease from 2007

Page 14: Total Deposition at Clingmans Dome, TN in the Great Smoky ...nadp.slh.wisc.edu/conf/2011/session4/Isil.pdf · orographically increased precipitation, high wind speeds, and the large

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Sulfur Dioxide and Nitrogen Oxides Emissions at TVA Power Plants

0

100

200

300

400

500

600

700

800

Thou

sand

s of

Tons

Sulfur DioxideNitrogen Oxide

46.9% reduction since 2007

70.5% reduction since 2007

Page 15: Total Deposition at Clingmans Dome, TN in the Great Smoky ...nadp.slh.wisc.edu/conf/2011/session4/Isil.pdf · orographically increased precipitation, high wind speeds, and the large

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Mean Seasonal Cloud Water versus Mean Seasonal Precipitation Sulfate Concentrations, 2000–2010

Mean Seasonal Cloud Water versus Mean Seasonal Precipitation Nitrate Concentrations, 2000–2010

0

2

4

6

8

10

12

14

16

18

20

0

50

100

150

200

250 Microequivalents/liter -Precipitation C

oncentration

Mic

roeq

uiva

lent

s/lit

er -C

loud

Wat

er C

once

ntra

tion

Cloud NitratePrecipitation Nitrate

0

10

20

30

40

50

60

0

50

100

150

200

250

300

350

400

450

500 Microequivalents/liter -Precipitation C

oncentrationMic

roeq

uiva

lent

s/lit

er -C

loud

Wat

er C

once

ntra

tion

Cloud SulfatePrecipitation Sulfate

60.4% decrease in CW Sulfate 64.3%decrease in precipitation sulfate

49.3% decrease in CW nitrate 52.2% decrease in precipitation nitrate

Page 16: Total Deposition at Clingmans Dome, TN in the Great Smoky ...nadp.slh.wisc.edu/conf/2011/session4/Isil.pdf · orographically increased precipitation, high wind speeds, and the large

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Cloud Water and Wet Sulfate Deposition Estimates (June through September), 2000-2010

Cloud Water and Wet Nitrate Deposition Estimates (June through September), 2000-2010

0

2

4

6

8

10

12

14

0

10

20

30

40

50

60

70

80

90

Wet D

eposition (kg/ha)

Clo

ud W

ater

Dep

ositi

on (k

g/ha

)

Cloud Water SulfateWet Sulfate

0

1

2

3

4

5

6

7

0

10

20

30

40

50

60

70

Wet D

eposition (kg/ha)

Clo

ud W

ater

Dep

ositi

on (k

g/ha

)

Cloud Water NitrateWet Nitrate

Page 17: Total Deposition at Clingmans Dome, TN in the Great Smoky ...nadp.slh.wisc.edu/conf/2011/session4/Isil.pdf · orographically increased precipitation, high wind speeds, and the large

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Seasonal CLD303 Total Nitrogen Deposition Components, 2000-2010

Seasonal CLD303 Total Sulfur Deposition Components, 2000-2010

0.0

5.0

10.0

15.0

20.0

25.0

30.0

kg/h

a

Dry NitrogenWet NitrogenCloud Nitrogen

0.0

5.0

10.0

15.0

20.0

25.0

30.0

35.0

2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010

kg/h

a

Dry Sulfur Wet Sulfur Cloud Sulfur

2001: Dry Dep 3.8% 2010: 8.3% Wet Dep 6.4% 2010: 23.5% Cloud Dep 89.8% 2010: 68.2%

2001: Dry Dep 2.9% 2010: 4.8% Wet Dep 8.5% 2010: 23.9% Cloud Dep 88.6% 2010: 71.3%

Page 18: Total Deposition at Clingmans Dome, TN in the Great Smoky ...nadp.slh.wisc.edu/conf/2011/session4/Isil.pdf · orographically increased precipitation, high wind speeds, and the large

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View from Top of Collection Tower

Page 19: Total Deposition at Clingmans Dome, TN in the Great Smoky ...nadp.slh.wisc.edu/conf/2011/session4/Isil.pdf · orographically increased precipitation, high wind speeds, and the large

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Spatial Distribution of Measured Deposition Indices for Forest-floor Lead Concentrations in GRSM (Weathers, et. al., 2006)

Page 20: Total Deposition at Clingmans Dome, TN in the Great Smoky ...nadp.slh.wisc.edu/conf/2011/session4/Isil.pdf · orographically increased precipitation, high wind speeds, and the large

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Seasonal Total Nitrogen Deposition: CLD303 versus LandMod, 2000-2010

Seasonal Total Sulfur Deposition: CLD303 versus LandMod, 2000-2010

0.0

5.0

10.0

15.0

20.0

25.0

30.0

35.0

kg/h

a

CLD Total NitrogenLandMod Total Nitrogen

0.0

5.0

10.0

15.0

20.0

25.0

30.0

35.0

40.0

kg/h

a

CLD Total SulfurLandMod Total Sulfur

Page 21: Total Deposition at Clingmans Dome, TN in the Great Smoky ...nadp.slh.wisc.edu/conf/2011/session4/Isil.pdf · orographically increased precipitation, high wind speeds, and the large

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CLD303 Total Seasonal Sulfur Deposition and Difference in kg/ha from LandMod Total Seasonal Sulfur

-5.0

0.0

5.0

10.0

15.0

20.0

25.0

30.0

35.0

40.0

kg/h

a

Diff Sulfur

Page 22: Total Deposition at Clingmans Dome, TN in the Great Smoky ...nadp.slh.wisc.edu/conf/2011/session4/Isil.pdf · orographically increased precipitation, high wind speeds, and the large

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View from Top of Tower • Cloud deposition is the largest contributor to total deposition at high

elevation sites that experience cloud impaction • LandMod is a good overall predictor of total deposition at CLD303 except for

when cloud deposition rates are very high (2000 and 2001) • LandMod may be over predicting at lower deposition rates or may not be as

responsive to quick changes in emissions • Model inputs should be updated at least once a

decade

Conclusions

Page 23: Total Deposition at Clingmans Dome, TN in the Great Smoky ...nadp.slh.wisc.edu/conf/2011/session4/Isil.pdf · orographically increased precipitation, high wind speeds, and the large

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• Continue monitoring at CLD303 to help refine predictability of models

• Update inputs to CLOUD and LandMod

• Install NADP precipitation collector and CASTNET filter pack to get improved total deposition estimate as site specific data are necessary for calculation of inputs to highly sensitive high elevation ecoregions

• www.epa.gov/CASTNET

Recommendations

Page 24: Total Deposition at Clingmans Dome, TN in the Great Smoky ...nadp.slh.wisc.edu/conf/2011/session4/Isil.pdf · orographically increased precipitation, high wind speeds, and the large

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A Murky Future

Page 25: Total Deposition at Clingmans Dome, TN in the Great Smoky ...nadp.slh.wisc.edu/conf/2011/session4/Isil.pdf · orographically increased precipitation, high wind speeds, and the large

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The End