Skip to main content

Advertisement

Log in

Developing Critical Loads of Nitrate and Sulfate Deposition to Watersheds of the Great Smoky Mountains National Park, USA

  • Published:
Water, Air, & Soil Pollution Aims and scope Submit manuscript

Abstract

Long-term impacts of acidic deposition on the Great Smoky Mountains National Park (GRSM) include elevated inputs of sulfate, nitrate, and ammonium; the depletion of available nutrient cations from soil; and acidification of high-elevation streams. Critical loads and target loads (CLs/TLs) are useful tools to help guide future air quality management. We evaluated past and potential future effects of nitrate and sulfate deposition for 12 watersheds in the GRSM, USA, using the hydrochemical model, photosynthesis evapotranspiration biogeochemical (PnET-BGC). Two of the streams studied were listed by the state of Tennessee as impaired due to low stream pH. We reconstructed historical meteorological, atmospheric deposition, and land disturbance data for study watersheds for the period 1850 to present for model hindcasts. As future emissions are expected to decline, the model was run under a range of future scenarios from 2008 to 2200 of decreases in sulfate, nitrate, and ammonium and combinations of sulfate and nitrate deposition to estimate CLs and TLs of how watersheds might respond to emission control strategies. Model simulations of stream chemistry generally agreed with long-term (>10 years) observations. Model hindcasts indicate that watersheds in the GRSM are inherently sensitive to acidic deposition. Simulated mean projected stream ANC of 71 μeq/L (range 32 to 107 μeq/L) prior to industrial development (~1850) decreases in response to historical acidic deposition to 33 μeq/L (−13 to 88 μeq/L) in 2007. Future model projections show that decreases in sulfate deposition result in smaller increases in stream ANC compared with equivalent decreases in nitrate deposition; simultaneous controls on nitrate and sulfate deposition are more effective in ANC increases than individual control of nitrate or sulfate. Although there are no current programs in the USA to control ammonia emissions, model simulations suggest that decreases in ammonium deposition could also help mitigate acidification to a greater extent than equivalent controls on nitrate deposition.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Subscribe and save

Springer+
from $39.99 /Month
  • Starting from 10 chapters or articles per month
  • Access and download chapters and articles from more than 300k books and 2,500 journals
  • Cancel anytime
View plans

Buy Now

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5

References

  • Aber, J. D., & Driscoll, C. T. (1997). Effects of land use, climate variation, and N deposition on N cycling and C storage in northern hardwood forests. Global Biogeochemical Cycles, 11, 639–648.

    Article  CAS  Google Scholar 

  • Aber, J. D., Ollinger, S. V., & Driscoll, C. T. (1997). Modeling nitrogen saturation in forest ecosystems in response to land use and atmospheric deposition. Ecological Modelling, 101, 61–78.

    Article  Google Scholar 

  • Baron, J. S., Driscoll, C. T., Stoddard, J. L., & Richer, E. (2011). Empirical critical loads of atmospheric nitrogen deposition for nutrient enrichment and acidification of sensitive US lakes. BioScience, 61, 602–613.

    Article  Google Scholar 

  • Burns, D. A., Blett, T., Haeuber, R., & Pardo, L. H. (2008). Critical loads as a policy tool for protecting ecosystems from the effects of air pollutants. Frontiers in Ecology and the Environment, 6, 156–159.

    Article  Google Scholar 

  • Cai, M., Schwartz, J. S., Robinson, R. B., Moore, S. E., & Kulp, M. A. (2010). Long-term effects of acid deposition on water quality in a high-elevation Great Smoky Mountain National Park watershed: use of n ion input–output budget. Water, Air, and Soil Pollution, 209, 143–156.

    Article  CAS  Google Scholar 

  • Cai, M., Johnson, A. M., Schwartz, J. S., Moore, S. E., & Kulp, M. A. (2011). Response of soil water chemistry to simulated changes in acid deposition in the Great Smoky Mountains. ASCE Journal of Environmental Engineering, 137(7), 617–628.

    Article  CAS  Google Scholar 

  • Cai, M., Johnson, A. M., Schwartz, J. S., Moore, S. E., & Kulp, M. A. (2012). Soil acid–base chemistry of a high-elevation forest watershed in the Great Smoky Mountains National Park: influence of acidic deposition. Water, Air, and Soil Pollution, 223, 289–303.

    Article  CAS  Google Scholar 

  • Chen, L., & Driscoll, C. T. (2004). An evaluation of processes regulating spatial and temporal patterns in lake sulfate in the Adirondack region of New York. Global Biogeochemical Cycles, 18, GB3024.

    Google Scholar 

  • Chen, L., & Driscoll, C. T. (2005). Regional application of an integrated biogeochemical model to northern New England and Maine. Ecological Applications, 15, 1783–1797.

    Article  Google Scholar 

  • Cook, R. B., Elwood, J. W., Turner, R. R., Bogle, M. A., Mulholland, P. J., & Palumbo, A. V. (1994). Acid–base chemistry of high-elevation streams in the Great Smoky Mountains. Water, Air, and Soil Pollution, 72, 331–356.

    Article  CAS  Google Scholar 

  • Deyton, E. B., Schwartz, J. S., Robinson, R. B., Neff, K. J., Moore, S. E., & Kulp, M. A. (2009). Characterizing episodic stream acidity during stormflows in the Great Smoky Mountains National Park. Water, Air, and Soil Pollution, 194, 3–18.

    Article  Google Scholar 

  • Driscoll, C. T., Lawrence, G. B., Bulger, A. J., Butler, T. J., Cronan, C. S., Eagar, C., Lambert, K., Likens, G. E., Stoddard, J. L., & Weathers, K. C. (2001). Acidic deposition in the Northeastern United States: Sources and inputs, ecosystem effects, and management strategies. BioScience, 51, 180–198.

  • Elwood, J. W., Sale, M. J., Kaufmann, P. R., & Cada, G. F. (1991). The Southern Blue Ridge Province. In D. F. Charles (Ed.), Acidic deposition and aquatic ecosystems. Regional case studies (pp. 319–364). New York: Springer-Verlag.

    Chapter  Google Scholar 

  • Gbondo-Tugbawa, S. S., & Driscoll, C. T. (2003). Factors controlling long-term changes in soil pools of exchangeable basic cations and stream acid neutralizing capacity in a northern hardwood forest ecosystem. Biogeochemistry, 63, 161–185.

  • Gbondo-Tugbawa, S. S., Driscoll, C. T., Aber, J. D., & Likens, G. E. (2001). Evaluation of an integrated biogeochemical model (PnET-BGC) at a northern hardwood forest ecosystem. Water Resources Research, 37, 1057–1070.

    Article  CAS  Google Scholar 

  • Grell, M. (2010). Soil chemistry characterization of acid sensitive watersheds in Great Smoky Mountains National Park. Ph.D. Dissertation. The University of Tennessee, Knoxville.

  • Ito, M., Mitchell, M. J., & Driscoll, C. T. (2002). Spatial patterns of precipitation quantity and chemistry and air temperature in the Adirondack region of New York. Atmospheric Environment, 36, 1051–1062.

    Article  CAS  Google Scholar 

  • Janssen, P. H. M., & Heuberger, P. S. C. (1995). Calibration of process-oriented models. Ecological Modelling, 83, 55–66.

    Article  Google Scholar 

  • Johnson, D. W., & Lindberg, S. E. (1992). Atmospheric deposition and forest nutrient cycling: a synthesis of the integrated forest study. New York: Springer-Verlag.

    Book  Google Scholar 

  • Kahl, J. S., Stoddard, J. L., Haeuber, R., Paulsen, S. G., Birnbaum, R., Deviney, F. A., Webb, J. R., DeWalle, D. R., Sharpe, W., Driscoll, C. T., et al. (2014). Have U.S. surface waters responded to the 1990 Clean Air Act amendments? Environmental Science and Technology, 38, 484A–490A.

    Article  Google Scholar 

  • Lehmann, C., Bowersox, V., & Larson, S. (2005). Spatial and temporal trends of precipitation chemistry in the United States, 1985–2002. Environmental Pollution, 135, 347–361.

    Article  CAS  Google Scholar 

  • McNulty, S. G., Cohen, E. C., Myers, J. A. M., Sullivan, T. J., & Li, H. (2007). Estimates of critical acid loads and exceedances for forest soils across the conterminous United States. Environmental Pollution, 149, 281–292.

    Article  CAS  Google Scholar 

  • Moore, P. T., Van Miegroet, H., & Nicholas, N. S. (2008). Examination of forest recovery scenarios in a southern Appalachian Picea-Abies forest. Forestry, 81, 183–194.

    Article  Google Scholar 

  • Neff, K. J., Schwartz, J. S., Henry, T. B., Robinson, R. B., Moore, S. E., & Kulp, M. A. (2009). Physiological stress in native southern brook trout during episodic stream acidification in the Great Smoky Mountains National Park. Archives of Environment Contamination and Toxicology, 57, 366–376. doi:10.1007/s00244-008-9269-4.

    Article  CAS  Google Scholar 

  • Neff, K. J., Schwartz, J. S., Moore, S. E., & Kulp, M. A. (2013). Influence of basin characteristics on episodic stream acidification in the Great Smoky Mountains National Park, USA. Hydrocarbon Processing, 27, 2061–2074. doi:10.1002/hyp.9366.

    Article  CAS  Google Scholar 

  • Nicholas, N. S., & Zedaker, S. M. (1989). Ice damage in spruce–fir forests of the Black Mountains, North Carolina. Canadian Journal of Forest Research, 19, 1487–1491.

    Article  Google Scholar 

  • Nilsson, J., and Grennfelt, P. (1988). Critical loads for sulphur and nitrogen. UNECE/Nordic Council workshop report, Skokloster, Sweden. March 1988. Nordic Council of Ministers: Copenhagen. 418 pp.

  • Nodvin, S. C., Van Miegroet, H., Lindberg, S. E., Nicholas, N. S., & Johnson, D. W. (1995). Acidic deposition, ecosystem processes, and nitrogen saturation in a high elevation Southern Appalachian Watershed. Water, Air, and Soil Pollution, 85, 1647–1652.

    Article  CAS  Google Scholar 

  • Ollinger, S. V., Aber, J. D., Lovett, G. M., Millham, S. E., Lathrop, R. G., & Ellis, J. M. (1993). A spatial model of atmospheric deposition for the northeastern U S. Ecological Applications, 3, 459–472.

    Article  Google Scholar 

  • Pardo, L.H. (2010). Approaches for estimating critical loads of N and S deposition for forest ecosystems on U.S. federal lands. Gen. Technical Rep. NRS-71 USDA For. Serv. North. Res. Stn. Newtown Sq. Pa. USA.

  • Pardo, L. H., Fenn, M., Goodale, C. L., Geiser, L. H., Driscoll, C. T., Allen, E., Baron, J., Bobbink, R., Bowman, W. D., Clark, C., et al. (2011). Effects of nitrogen deposition and empirical nitrogen critical loads for ecoregions of the United States. Ecological Applications, 21, 3049–3082.

    Article  Google Scholar 

  • Porter, E., Blett, T., Potter, D. U., & Huber, C. (2005). Protecting resources on federal lands: implications of critical loads for atmospheric deposition of nitrogen and sulfur. Bioscience, 55, 603–612.

    Article  Google Scholar 

  • Pourmokhtarian, A., Driscoll, C.T., Campbell, J.L., and Hayhoe, K. (2012). Modeling potential hydrochemical responses to climate change and rising CO2 at the Hubbard Brook Experimental Forest using a dynamic biogeochemical model (PnET-BGC). Water Resour. Res. 48, W07514, 13 pp.

  • Pyle, C. (1985). Vegetation disturbance history of Great Smoky Mountains National Park: an analysis of archival maps and records. Natl. Park Serv.-Southeast Reg. Res. Manag. Rep. SER-77. 69 pp.

  • Rice, K. C., Scanlon, T. M., Lynch, J. A., & Cosby, B. J. (2014). Decreased atmospheric deposition across the Southeastern U.S.: when will watersheds release stored sulfate? Environmental Science and Technology, 48, 10071–10078.

    Article  CAS  Google Scholar 

  • Robinson, R. B., Barnett, T. W., Harwell, G. R., Moore, S. E., Kulp, M., & Schwartz, J. S. (2008). pH and acid anion time trends in different elevation ranges in the Great Smoky Mountains National Park. Journal Environmental Engineering ASCE, 134, 800–808.

    Article  CAS  Google Scholar 

  • Schwartz, J.S., Gonzalez, A., Neff, K.J., Moore, S.E., and Kulp, M.A. (2013). Great Smoky Mountains National Park 2013 Water Quality Report. Prepared for the US Dept. of Interior, National Park Service. University of Tennessee—Knoxville, Department of Civil and Environmental Engineering. September 2014.

  • Schwartz, J.S., Cai, M., Kulp, M.A., Moore, S.E., Nichols, B., and Parker., C. (2014). Biological effects of stream water quality on aquatic macroinvertebrates and fish communities within the Great Smoky Mountains National Park. Natural Resource Report NPS/GRSM/NRR-2014/778, NPS, Ft. Collins, CO.

  • Shannon, J. D. (1981). A model of regional long-term average sulfur atmospheric pollution, surface removal, and net horizontal flux. Atmospheric Environment, 15, 689–701.

    Article  CAS  Google Scholar 

  • Smith, G. F., & Nicholas, N. S. (2000). Size and age class distributions of Fraser fir following balsam woolly adelgid infestation. Canadian Journal of Forest Research, 30, 948–957.

    Article  Google Scholar 

  • Sullivan, T. J., Cosby, B. J., Driscoll, C. T., McDonnell, T. C., Herlihy, A. T., and Burns, D. A. (2012). Target loads of atmospheric sulfur and nitrogen deposition for protection of acid sensitive aquatic resources in the Adirondack Mountains, New York. Water Resour. Res. 48, W01547, 16 pp.

  • TDEC (2010). Proposed total maximum load (TMDL) for low pH in the Great Smoky Mountains National Park located in the Pigeon River Watershed (HUC 06010106), Lower French Broad River Watershed (HUC 06010107), Watts Bar Lake Watershed (HUC 06010201), Cocke and Sevier County, Tennessee (prepared by Tennessee Department of Environment and Conservation Division of Water Pollution Control).

  • USEPA (2009). Risk and exposure assessment for review of the secondary national ambient air quality standards for oxides of nitrogen and oxides of sulfur. EPA-452/P-09-004a.

  • Van Breemen, N., Mulder, J., & Driscoll, C. T. (1983). Acidification and alkalization of soils. Plant and Soil, 75, 283visi

  • Weathers, K. C., Simkin, S. M., Lovett, G. M., & Lindberg, S. E. (2006). Empirical modeling of atmospheric deposition in mountainous landscapes. Ecological Applications, 16, 1590–1607.

    Article  Google Scholar 

  • White, P. S., & Cogbill, C. V. (1992). Spruce-fir forests of Eastern North America. In: Ecology and decline of red spruce in the Eastern United States. New York: Springer-Verlag.

    Book  Google Scholar 

  • Zhai, J., Driscoll, C. T., Sullivan, T. J., and Cosby, B. J. (2008). Regional application of the PnET-BGC model to assess historical acidification of Adirondack lakes. Water Resour. Res, 44, W01421. doi:10.1029/2006WR005532.

Download references

Acknowledgments

This work was supported by the National Park Service under Agreement H54710090015 signed September 25, 2009.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Qingtao Zhou.

Electronic supplementary material

Below is the link to the electronic supplementary material.

Table A1

(DOC 1363 kb)

Table A2

(DOC 621 kb)

Table A3

(DOC 644 kb)

Table A4

(DOC 617 kb)

Table A5

(DOC 792 kb)

Table A6

(DOC 790 kb)

Table A7

(DOC 608 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Zhou, Q., Driscoll, C.T., Moore, S.E. et al. Developing Critical Loads of Nitrate and Sulfate Deposition to Watersheds of the Great Smoky Mountains National Park, USA. Water Air Soil Pollut 226, 255 (2015). https://doi.org/10.1007/s11270-015-2502-7

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s11270-015-2502-7

Keywords