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Atmospheric Deposition to Complex Terrain: Scaling Up to the Landscape K.C. Weathers, G.M. Lovett, S.E. Lindberg S.M. Simkin, D.N. Lewis, K. Schwarz Institute of Ecosystem Studies Oak Ridge National Laboratory
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Atmospheric Deposition to Complex Terrain: Scaling Up to the Landscape K.C. Weathers, G.M. Lovett, S.E. Lindberg S.M. Simkin, D.N. Lewis, K. Schwarz Institute.

Mar 31, 2015

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Page 1: Atmospheric Deposition to Complex Terrain: Scaling Up to the Landscape K.C. Weathers, G.M. Lovett, S.E. Lindberg S.M. Simkin, D.N. Lewis, K. Schwarz Institute.

Atmospheric Deposition to Complex Terrain: Scaling

Up to the Landscape

K.C. Weathers, G.M. Lovett, S.E. Lindberg

S.M. Simkin, D.N. Lewis,

K. Schwarz Institute of Ecosystem Studies

Oak Ridge National Laboratory

Page 2: Atmospheric Deposition to Complex Terrain: Scaling Up to the Landscape K.C. Weathers, G.M. Lovett, S.E. Lindberg S.M. Simkin, D.N. Lewis, K. Schwarz Institute.

Importance of QuantifyingAtmospheric Deposition• Ecologists

–Input/output budgets

–Biotic response

•Managers

–Protecting critical resources

• Policy makers

–Legislation

Page 3: Atmospheric Deposition to Complex Terrain: Scaling Up to the Landscape K.C. Weathers, G.M. Lovett, S.E. Lindberg S.M. Simkin, D.N. Lewis, K. Schwarz Institute.

We Need Higher Resolution Data

Page 4: Atmospheric Deposition to Complex Terrain: Scaling Up to the Landscape K.C. Weathers, G.M. Lovett, S.E. Lindberg S.M. Simkin, D.N. Lewis, K. Schwarz Institute.

Ecosystem

Inputs (nutrients, pollutants)

Outputs

Page 5: Atmospheric Deposition to Complex Terrain: Scaling Up to the Landscape K.C. Weathers, G.M. Lovett, S.E. Lindberg S.M. Simkin, D.N. Lewis, K. Schwarz Institute.

PRIMENet Project Objectives

• Quantify total atmospheric deposition (S & N) to complex landscapes with a range of forest types and elevations

• Create and use deposition models to produce some of the first landscape scale maps of atmospheric deposition

• Identify HOTSPOTS of deposition

Page 6: Atmospheric Deposition to Complex Terrain: Scaling Up to the Landscape K.C. Weathers, G.M. Lovett, S.E. Lindberg S.M. Simkin, D.N. Lewis, K. Schwarz Institute.

Methods• Record landscape features (ele, slo, asp,

veg) at sampling locations • Measure indices of deposition

a) Lead (Pb) in forest floor for GRSM

b) Sulfate (SO42-) in throughfall for ACAD

• Relate landscape features to deposition indices using General Linear Model

• Scaling-Up– apply GLM to each cell (pixel) of GIS database– convert deposition index to deposition value

using base values at NADP + CASTNet sites

Page 7: Atmospheric Deposition to Complex Terrain: Scaling Up to the Landscape K.C. Weathers, G.M. Lovett, S.E. Lindberg S.M. Simkin, D.N. Lewis, K. Schwarz Institute.
Page 8: Atmospheric Deposition to Complex Terrain: Scaling Up to the Landscape K.C. Weathers, G.M. Lovett, S.E. Lindberg S.M. Simkin, D.N. Lewis, K. Schwarz Institute.

Forest Floor Lead (Pb) as an

Index of Deposition

• Lead accumulates and remains in organic matter for decades

• Single sample yields a long-term index• Lead concentration calibrated against

traditional measures of deposition

Page 9: Atmospheric Deposition to Complex Terrain: Scaling Up to the Landscape K.C. Weathers, G.M. Lovett, S.E. Lindberg S.M. Simkin, D.N. Lewis, K. Schwarz Institute.
Page 10: Atmospheric Deposition to Complex Terrain: Scaling Up to the Landscape K.C. Weathers, G.M. Lovett, S.E. Lindberg S.M. Simkin, D.N. Lewis, K. Schwarz Institute.
Page 11: Atmospheric Deposition to Complex Terrain: Scaling Up to the Landscape K.C. Weathers, G.M. Lovett, S.E. Lindberg S.M. Simkin, D.N. Lewis, K. Schwarz Institute.
Page 12: Atmospheric Deposition to Complex Terrain: Scaling Up to the Landscape K.C. Weathers, G.M. Lovett, S.E. Lindberg S.M. Simkin, D.N. Lewis, K. Schwarz Institute.
Page 13: Atmospheric Deposition to Complex Terrain: Scaling Up to the Landscape K.C. Weathers, G.M. Lovett, S.E. Lindberg S.M. Simkin, D.N. Lewis, K. Schwarz Institute.
Page 14: Atmospheric Deposition to Complex Terrain: Scaling Up to the Landscape K.C. Weathers, G.M. Lovett, S.E. Lindberg S.M. Simkin, D.N. Lewis, K. Schwarz Institute.

β1 * Elevation

β2 * For Type

Deposition

+

=

Page 15: Atmospheric Deposition to Complex Terrain: Scaling Up to the Landscape K.C. Weathers, G.M. Lovett, S.E. Lindberg S.M. Simkin, D.N. Lewis, K. Schwarz Institute.

Deposition = f(elevation, for type)

Preliminary

Page 16: Atmospheric Deposition to Complex Terrain: Scaling Up to the Landscape K.C. Weathers, G.M. Lovett, S.E. Lindberg S.M. Simkin, D.N. Lewis, K. Schwarz Institute.

Preliminary

Page 17: Atmospheric Deposition to Complex Terrain: Scaling Up to the Landscape K.C. Weathers, G.M. Lovett, S.E. Lindberg S.M. Simkin, D.N. Lewis, K. Schwarz Institute.
Page 18: Atmospheric Deposition to Complex Terrain: Scaling Up to the Landscape K.C. Weathers, G.M. Lovett, S.E. Lindberg S.M. Simkin, D.N. Lewis, K. Schwarz Institute.

Throughfall Sulfate(SO4

2-) as an Index

of Deposition

• Collect throughfall on a monthly basis

• Concentrate anions of interest using ion exchange resin

Page 19: Atmospheric Deposition to Complex Terrain: Scaling Up to the Landscape K.C. Weathers, G.M. Lovett, S.E. Lindberg S.M. Simkin, D.N. Lewis, K. Schwarz Institute.
Page 20: Atmospheric Deposition to Complex Terrain: Scaling Up to the Landscape K.C. Weathers, G.M. Lovett, S.E. Lindberg S.M. Simkin, D.N. Lewis, K. Schwarz Institute.
Page 21: Atmospheric Deposition to Complex Terrain: Scaling Up to the Landscape K.C. Weathers, G.M. Lovett, S.E. Lindberg S.M. Simkin, D.N. Lewis, K. Schwarz Institute.
Page 22: Atmospheric Deposition to Complex Terrain: Scaling Up to the Landscape K.C. Weathers, G.M. Lovett, S.E. Lindberg S.M. Simkin, D.N. Lewis, K. Schwarz Institute.
Page 23: Atmospheric Deposition to Complex Terrain: Scaling Up to the Landscape K.C. Weathers, G.M. Lovett, S.E. Lindberg S.M. Simkin, D.N. Lewis, K. Schwarz Institute.
Page 24: Atmospheric Deposition to Complex Terrain: Scaling Up to the Landscape K.C. Weathers, G.M. Lovett, S.E. Lindberg S.M. Simkin, D.N. Lewis, K. Schwarz Institute.
Page 25: Atmospheric Deposition to Complex Terrain: Scaling Up to the Landscape K.C. Weathers, G.M. Lovett, S.E. Lindberg S.M. Simkin, D.N. Lewis, K. Schwarz Institute.
Page 26: Atmospheric Deposition to Complex Terrain: Scaling Up to the Landscape K.C. Weathers, G.M. Lovett, S.E. Lindberg S.M. Simkin, D.N. Lewis, K. Schwarz Institute.

Deposition = f(elevation, for type)

Preliminary

Page 27: Atmospheric Deposition to Complex Terrain: Scaling Up to the Landscape K.C. Weathers, G.M. Lovett, S.E. Lindberg S.M. Simkin, D.N. Lewis, K. Schwarz Institute.

Preliminary

Page 28: Atmospheric Deposition to Complex Terrain: Scaling Up to the Landscape K.C. Weathers, G.M. Lovett, S.E. Lindberg S.M. Simkin, D.N. Lewis, K. Schwarz Institute.

Conclusions

• Can identify areas likely to receive high nutrient and pollutant deposition load

• Surprisingly similar models for Smokies and Acadia

• Improved model of total atmospheric deposition improved data for ecosystem budgets, resource management, and policy formulation

Page 29: Atmospheric Deposition to Complex Terrain: Scaling Up to the Landscape K.C. Weathers, G.M. Lovett, S.E. Lindberg S.M. Simkin, D.N. Lewis, K. Schwarz Institute.

Next Steps in Model

• Incorporate other landscape features – topographic exposure indices – distance to coast

• Use base deposition data to produce maps with deposition values for ACAD and GRSM parks

• Additional work funded by NPS at ACAD – link with UMO surface water chemistry – compare with watershed scale deposition

Page 30: Atmospheric Deposition to Complex Terrain: Scaling Up to the Landscape K.C. Weathers, G.M. Lovett, S.E. Lindberg S.M. Simkin, D.N. Lewis, K. Schwarz Institute.

We are indebted to all the people at Acadia and Great Smoky Mountains National Parks that

have made this project successful and enjoyable

Page 31: Atmospheric Deposition to Complex Terrain: Scaling Up to the Landscape K.C. Weathers, G.M. Lovett, S.E. Lindberg S.M. Simkin, D.N. Lewis, K. Schwarz Institute.

Distance to coast (m)

Page 32: Atmospheric Deposition to Complex Terrain: Scaling Up to the Landscape K.C. Weathers, G.M. Lovett, S.E. Lindberg S.M. Simkin, D.N. Lewis, K. Schwarz Institute.

Distance to coast (m)

Page 33: Atmospheric Deposition to Complex Terrain: Scaling Up to the Landscape K.C. Weathers, G.M. Lovett, S.E. Lindberg S.M. Simkin, D.N. Lewis, K. Schwarz Institute.
Page 34: Atmospheric Deposition to Complex Terrain: Scaling Up to the Landscape K.C. Weathers, G.M. Lovett, S.E. Lindberg S.M. Simkin, D.N. Lewis, K. Schwarz Institute.
Page 35: Atmospheric Deposition to Complex Terrain: Scaling Up to the Landscape K.C. Weathers, G.M. Lovett, S.E. Lindberg S.M. Simkin, D.N. Lewis, K. Schwarz Institute.

Relative Deposition Index

Low

High

Deposition = f(veg type,elevation)

Page 36: Atmospheric Deposition to Complex Terrain: Scaling Up to the Landscape K.C. Weathers, G.M. Lovett, S.E. Lindberg S.M. Simkin, D.N. Lewis, K. Schwarz Institute.