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The Aquatic Acidification Index: A New Regulatory Metric Linking Atmospheric and Biogeochemical Models to Assess Potential Aquatic Ecosystem Recovery

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Abstract

US National Ambient Air Quality Standards (NAAQS) are based on quantitative linkages between ambient air concentrations and an effects indicator. Critical loads (CLs) can provide quantitative information on safe levels of atmospheric deposition to aquatic systems, but CLs cannot be directly used in the NAAQS context because they are not expressed in terms of atmospheric concentrations. Here, we describe the aquatic acidification index (AAI) model that incorporates CL concepts and relates atmospheric nitrogen and sulfur concentrations to an acid neutralizing capacity (ANC) effects indicator (Fig. 1). The AAI estimates the potential surface water ANC associated with a set of atmospheric concentrations of nitrogen and sulfur and a region's biogeochemical and hydrological attributes by combining steady-state CL modeling with air quality modeling outputs. Initial applications of the AAI model yielded results consistent with well-recognized spatial patterns of acid-sensitive aquatic systems. Furthermore, the response of AAI predictions to future year changes in NO x and SO x emissions suggest that planned national emission reduction strategies designed to reduce ozone and particulate matter air pollution will produce increases in surface water ANC.

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References

  • Aherne, J., Posch, M., & Dillon, P. (2004). Critical loads of acidity for surface waters in south-central Ontario, Canada: regional application of the First-Order Acidity Balance (FAB) model. Water, Air, and Soil Pollution: Focus, 4, 25–36.

    Article  CAS  Google Scholar 

  • Bachmann, J. (2007). Will the circle be unbroken: a history of the U.S. National ambient air quality standards. Air & Waste Management Association, 57, 652–697.

    Article  CAS  Google Scholar 

  • Brakke, D., Henriksen, A., & Norton, S. (1990). A variable F-factor to explain changes in base cation concentrations as a function of strong acid deposition. International Association of Theoretical and Applied Limnology, Proceedings, 24, 146–149.

    Google Scholar 

  • Burns, D., Lynch, J., Cosby, B., Fenn, M., & Baron, J. (2011). National Acid Precipitation Assessment Program Report to Congress 2011: An Integrated Assessment. Tech. rep., Office of Science and Technology Policy, National Science and Technology Council, Executive Office of the President, Washington, DC.

  • Byun, D., & Schere, K. (2006). Review of the governing equations, computational algorithms, and other components of the models-3 community multiscale air quality (CMAQ) modeling system. Applied Mechanics Reviews, 59, 51–77.

    Article  Google Scholar 

  • Curtis, D., Reynolds, B., Elliot, T., & Harriman, R. (2001). The link between the exeedance of acidity critical loads for freshwaters, current chemical status and biological damage: a Re-interpretation. Water, Air, & Soil Pollution: Focus, 1, 399–413.

    Article  CAS  Google Scholar 

  • Driscoll, C., Driscoll, K., Roy, K., & Mitchell, M. (2003). Chemical response of lakes in the Adirondack region of New York to declines in acidic deposition. Environmental Science and Technology, 37(10), 2036–2042.

    Article  CAS  Google Scholar 

  • EPA. (2008). Integrated Science Assessment (ISA) for Oxides of Nitrogen and Sulfur Ecological Criteria (Final Report). Tech. Rep. EPA/600/R-08/082F U.S. Environmental Protection Agency, National Center for Environmental Assessment RTP Division, Office of Research and Development, Research Triangle Park, NC.

  • EPA. (2009). Risk and exposure assessment for review of the secondary national ambient air quality standards for oxides of nitrogen and oxides of sulfur-main content—final report. Tech. Rep. EPA-452/R-09-008a, EPA, Research Triangle Park, NC.

  • EPA. (2010). Air quality modeling technical support document: Changes to the renewable fuel standard program. Tech. Rep. EPA 454/R-10-001, U.S. Environmental Protection Agency, Research Triangle Park, NC.

  • EPA. (2011a). Emissions inventories: Technical support document for the proposed toxics rule. Tech. Rep. Docket No. EPA-HQ-OAR-2009-0234, U.S. Environmental Protection Agency, Washington, DC.

  • EPA. (2011b). Policy assessment for the review of the secondary national ambient air quality standards for oxides of nitrogen and oxides of sulfur—final report. Tech. Rep. EPA-452/R-11-005a, EPA, Research Triangle Park, NC.

  • EPA. (2012). Secondary national ambient Air quality standards for oxides of nitrogen and oxides of sulfur; final rule, 40 CFR part 50. Federal Register, 77(64), 20,218–20,272.

    Google Scholar 

  • Eshleman, K. N., Sabo, R. D., & Kline, M. K. (2013). Surface water quality is improving due to declining atmospheric N deposition. Environmental Science and Technology. doi:10.1021/es4028748/.

    Google Scholar 

  • Finlayson-Pitts, B. J., & Pitts, J. N., Jr. (2000). Chemistry of the upper and lower atmosphere: theory, experiments and applications. San Diego: Academic.

    Google Scholar 

  • Forsius, M., Kamari, J., & Posch, M. (1992). Critical loads for Finnish lakes: comparison of three steady-state models. Environmental Pollution, 77, 185–193.

    Article  CAS  Google Scholar 

  • Gerbert, W., Graczyk, D. J., & Krug, W. (1987). Average annual runoff in the United States, 1951-80. Tech. Rep. Hydrologic Investigations Atlas HA-710, scale 1:7,500,000, U.S. Geological Survey.

  • Greaver, T., Timothy, J., Sullivan, J., Herrick, J., Barber, M., Baron, J., et al. (2012). Ecological effects of nitrogen and sulfur air pollution in the US: what do we know? Frontiers in Ecology and the Environment, 10(7), 365–372.

    Article  Google Scholar 

  • Henriksen, A., & Posch, M. (2001). Steady-state models for calculating critical loads of acidity for surface waters. Water, Air & Soil Pollution: Focus, 1, 375–398.

    Article  CAS  Google Scholar 

  • Henriksen, A., Kamari, J., Posch, M., & Wilander, A. (1992). Critical loads of acidity: Nordic surface waters. Ambio, 21, 356–363.

    Google Scholar 

  • Henriksen, A., Dillon, P., & Aherne, J. (2002). Critical loads of acidity for surface waters in south-central Ontario, Canada: regional application of the Steady-State Water Chemistry (SSWC) model. Canadian Journal of Fisheries and Aquatic Sciences, 59, 1287–1295.

    Article  CAS  Google Scholar 

  • Kahl, J., Stoddard, J., Haeuber, R., Paulsen, S., Birnbaum, R., Deviney, F., et al. (2004). Have U.S. surface waters responded to the 1990 clean Air Act amendments? Environmental Science and Technology, 2004, 484A–490A.

    Article  Google Scholar 

  • Kamari, J., Forsius, M., & Posch, M. (1993). Critical loads of sulfur and nitrogen for lakes II: regional extent and variability in Finland. Water, Air, & Soil Pollution, 66, 77–96.

    Article  CAS  Google Scholar 

  • Lovett, G. M., & Goodale, C. L. (2011). A new conceptual model of nitrogen saturation based on experimental nitrogen addition to an Oak forest. Ecosystems, 14, 615–631.

    Article  CAS  Google Scholar 

  • Lovett, G., Tear, T., Evers, D., Findlay, S., Cosby, B., Dunscomb, J., et al. (2009). Effects of air pollution on ecosystems and biological diversity in the eastern united states. The year in ecology and conservation biology, 2009. Annals of the New York Academy of Sciences, 1162, 99–135.

    Article  CAS  Google Scholar 

  • Lynch, J., Pardo, L., & Huber, C. (2012). Detailed documentation of the CLAD U. S. critical loads of sulfur and nitrogen Access database version 15.03.11. Tech. Rep. Created for the Critical Loads of Atmospheric Deposition (CLAD) Science Subcommittee of the National Atmospheric Deposition Program (NADP), National Atmospheric Deposition Program, Champaign, IL.

  • Mitchell, M. J., & Likens, G. E. (2011). Watershed sulfur biogeochemistry: shift from atmospheric deposition dominance to climatic regulation. Environmental Science and Technology, 45, 5267–5271.

    Article  CAS  Google Scholar 

  • Mitchell, M., Lovett, G., Bailey, S., Beall, F., Burns, D., Buso, D., et al. (2011). Comparisons of watershed sulfur budgets in southeast Canada and northeast US: new approaches and implications. Biogeochemistry, 103, 181–207.

    Article  CAS  Google Scholar 

  • Mitchell, M. J., Driscoll, C. T., McHale, P. J., Roy, K. M., & Zheng, D. (2013). Lake-watershed sulfur budgets and their response to decreases in atmospheric sulfur deposition: watershed and climate controls. Hydrological Processes, 27, 710–720. doi:10.1002.

    Article  CAS  Google Scholar 

  • National Research Council. (2004). Air quality management in the United States. Washington, DC: The National Academies Press.

    Google Scholar 

  • Omernik, J. (1987). Ecoregions of the conterminous United States. Map (scale 1:7,500,000). Annals of the Association of American Geographers, 77, 118–125.

    Article  Google Scholar 

  • Posch, M., Forsius, M., & Kamari, J. (1993). Critical loads of sulfur and nitrogen for lakes I: model description and estimation of uncertainty. Water, Air, and Soil Pollution, 66, 173–192.

    Article  CAS  Google Scholar 

  • Posch, M., Hettelingh, J. P., & Smet, P. D. (2001). Characterization of critical load exceedances in Europe. Water, Air, & Soil Pollution, 130, 1139–1144.

    Article  Google Scholar 

  • Posch, M., Aherne, J., Forsius, M., & Rask, M. (2012). Past, present, and future exceedance of critical loads of acidity for surface waters in Finland. Environmental Science and Technology, 46(8), 4507–4514.

    Article  CAS  Google Scholar 

  • Rask, M., Vuorenmaa, J., Nyberg, K., Mannio, J., Olin, M., & Kortelainen, P. (2010). Recovery of acidified lakes in Finland and subsequent responses of perch and roach populations. Tech. Rep. ICP Waters Report 104/2010, Proc. 26th Meeting, Helsinki, Finland, October 4–6, 2010, ICP Waters Programme Task Force.

  • Scheffe, R. D., Brook, J. R., & Demerjian, K. L. (2012). Air quality measurements. In G. M. Hidy, J. R. Brook, K. L. Demerjian, L. T. Molina, W. T. Pennell, & R. D. Scheffe (Eds.), Technical challenges of multipollutant air quality management. New York: Springer.

    Google Scholar 

  • Schuurkes, J., & Mosello, R. (1988). The role of external ammonium inputs in freshwater acidification. Schweizerische Zeitschrift für Hydrologie, 50(1), 71–86.

    Article  CAS  Google Scholar 

  • Schwede, D., & Lear, G. (2014). A novel approach for estimating total deposition in the United States. Submitted manuscript.

  • Sickles, J., & Shadwick, D. (2012). Transference ratios to predict total oxidized sulfur and nitrogen deposition part I, monitoring results. Atmospheric Environment. doi:10.1016/j.atmosenv.2012.09.072:1{10.

    Google Scholar 

  • Stoddard, J. L., Kahl, J. S., Deviney, F. A., DeWalle, D., Driscoll, C. T., Herlihy, A. T., et al. (2003). Response of surface water chemistry to the Clean Air Act Amendments of 1990. Tech. Rep. EPA 620/R-03/001, National Health and Environmental Effects Research Laboratory; Office of Research and Development; U.S. Environmental Protection Agency, Research Triangle Park, NC.

  • Sverdrup, H., & Vries, W. D. (1994). Calculating critical loads for acidity with the simple mass balance method. Water, Air, & Soil Pollution, 72, 143–162.

    Article  CAS  Google Scholar 

  • Waller, K., Driscoll, C., Lynch, J., Newcomb, D., & Roy, K. (2012). Long-term recovery of lakes in the Adirondack region of New York to decreases in acidic deposition. Atmospheric Environment, 46, 56–64.

    Article  CAS  Google Scholar 

  • Webb, J., Cosby, B., Deviney, F., Galloway, J., Maben, S., & Bulger, A. (2004). Are brook trout streams in western Virginia and Shenandoah National Park recovering from acidification? Environmental Science and Technology, 38, 4091–4096.

    Article  CAS  Google Scholar 

Download references

Acknowledgments

Parts of this work were included in the US EPA's science, risk, and policy assessments in support of the review for the oxides of nitrogen and sulfur secondary standard. We appreciate the support of a very broad team of EPA and external scientists that participated in that effort. Karen Martin provided key support in the policy–science interface aspects of this work.

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Correspondence to Richard D. Scheffe.

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Scheffe, R.D., Lynch, J.A., Reff, A. et al. The Aquatic Acidification Index: A New Regulatory Metric Linking Atmospheric and Biogeochemical Models to Assess Potential Aquatic Ecosystem Recovery. Water Air Soil Pollut 225, 1838 (2014). https://doi.org/10.1007/s11270-013-1838-0

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