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Extreme weather years drive episodic changes in lake chemistry: implications for recovery from sulfate deposition and long-term trends in dissolved organic carbon

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Abstract

Interannual climate variability is expected to increase over the next century, but the extent to which hydroclimatic variability influences biogeochemical processes is unclear. To determine the effects of extreme weather on surface water chemistry, a 30-year record of surface water geochemistry for 84 lakes in the northeastern U.S. was combined with landscape data and watershed-specific weather data. With these data, responses in sulfate (SO4 2−) and dissolved organic carbon (DOC) concentrations were characterized during an extreme wet year and an extreme dry year across the region. Redundancy analysis was used to model lake chemical response to extreme weather as a function of watershed features. A response was observed in DOC and SO4 2− concentration in response to extreme wet and dry years in lakes across the northeastern U.S. Acidification was observed during drought and brownification was observed during wet years. Lake chemical response was related to landscape characteristics in different ways depending on the type of extreme year. A linear relationship between wetland coverage and DOC and SO4 2− deviations was observed during extreme wet years. The results presented here help to clarify the variability observed in long-term recovery from acidification and regional increases in DOC. Understanding the chemical response to weather variability is becoming increasingly important as temporal variation in precipitation is likely to intensify with continued atmospheric warming.

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References

  • Baker JP, Van Sickle J, Gagen CJ, Baldigo BP, Bath DW, Carline RF, DeWalle DR, Kretser WA, Murdoch PS, Sharpe WE, Simonin HA, Wigington PJ (1996) Episodic acidification of small streams in the northeastern United States: effects on fish populations. Ecol Appl 6:422–437

    Article  Google Scholar 

  • Benestad RE (2013) Association between trends in daily rainfall percentiles and the global mean temperature. J Geophys Res Atmos 118(19):10802–10810

    Article  Google Scholar 

  • Boyer EW, Hornberger GM, Bencala KE, McKnight DM (1996) Overview of a simple model describing variation of dissolved organic carbon in an upland catchment. Ecol Model 86:183–188

    Article  Google Scholar 

  • Boyer EW, Hornberger GM, Beneala KE, McKnight DM (1997) Response characteristics of DOC flushing in an alpine catchment. Hydrol Process 11:1635–1647

    Article  Google Scholar 

  • Clair TA, Dennis IF, Vet R (2011) Water chemistry and dissolved organic carbon trends in lakes from Canada’s Atlantic Provinces: no recovery from acidification measured after 25 years of lake monitoring. Can J Fish Aquat Sci 68:663–674

    Article  Google Scholar 

  • Clark JM, Chapman PJ, Heatwaite AL, Adamson JK (2006) Suppression of dissolved organic carbon by sulfate induced acidification during simulated droughts. Environ Sci Technol 40:1776–1783

    Article  Google Scholar 

  • Coles S (2001) An introduction to statistical modeling of extreme values. Springer, London

    Book  Google Scholar 

  • Daly C, Taylor GH, Gibson WP (1997) The PRISM approach to mapping precipitation and temperature. In: Proceedings of the 10th AMS conference on applied climatology, American meteorological society, Reno, NV, Oct 20–23, pp 10–12

  • Demers JD, Driscoll CT, Shanley JB (2010) Mercury mobilization and episodic stream acidification during snow melt: role of hydrologic flow paths, source area, and supply of dissolved organic carbon. Water Resour Res 46:W01511

    Article  Google Scholar 

  • Devito KJ, Dillon PJ (1993) Importance of runoff and winter anoxia to the P and N dynamics of a beaver pond. Can J Fish Aquat Sci 50:2222–2234

    Article  Google Scholar 

  • Devito KJ, Hill AR, Dillon PJ (1999) Episodic sulphate export from wetlands in acidified headwater catchments: prediction at the landscape scale. Biogeochemistry 44:187–203

    Google Scholar 

  • Dixon PM, Ellison AM, Gotelli NJ (2005) Improving the precision of estimates of the frequency of rare events. Ecology 85:1114–1123

    Article  Google Scholar 

  • Driscoll CT, Driscoll KM, Roy KM, Mitchell MJ (2003) Chemical Response of Lakes in the Adirondack Region of New York to declines in acidic deposition. Environ Sci Technol 37:2036–2042

    Article  Google Scholar 

  • Eimers MC, Dillon PJ, Watmough SA (2004) Long-term (18-year) changes in sulphate concentrations in two Ontario headwater lakes and their inflows in response to decreasing deposition and climate variations. Hydrol Process 18:2617–2630

    Article  Google Scholar 

  • Eimers CM, Buttle J, Watmough SA (2008) Influence of seasonal changes in runoff and extreme events on dissolved organic carbon trends in wetland- and upland-draining streams. Can J Fish Aquat Sci 65:796–808

    Article  Google Scholar 

  • Erlandsson M, Laudon H, Folster J (2010) Spatiotemporal patterns of drivers of episodic acidification in Swedish streams and their relationships to hydrometeorological factors. Sci Total Environ 408:4633–4643

    Article  Google Scholar 

  • Evans CD, Chapman PJ, Clark JM, Monteith DT, Cresser MS (2006) Alternative explanations for rising dissolved organic carbon export from organic soils. Glob Change Biol 12:2044–2053

    Article  Google Scholar 

  • Freeman C, Evans CD, Monteith DT (2001) Export of organic carbon from peat soils. Nature 412:785

    Article  Google Scholar 

  • Freeman C, Fenner N, Ostle NJ, Kang H, Dowrick DJ, Reynolds B, Lock MA, Sleep D, Hughes S, Hudson J (2004) Export of dissolved organic carbon from peatlands under elevated carbon dioxide levels. Nature 430:195–198

    Article  Google Scholar 

  • Fry J, Xian G, Jin S, Dewitz J, Homer C, Yang L, Barnes C, Herold N, Wickham J (2011) Completion of the 2006 national land cover database for the conterminous United States. PE&RS 77(9):858–864

    Google Scholar 

  • Gaines SD, Denny MW (1993) The largest, smallest, highest, lowest, longest, and shortest: extremes in ecology. Ecology 74:1677–1692

    Article  Google Scholar 

  • Gergel SE, Turner MG, Kratz TK (1999) Dissolved organic carbon as an indicator of the scale of watershed influence on lakes and rivers. Ecol Appl 9(4):1377–1390

    Article  Google Scholar 

  • Gilleland E, Katz RW (2011) New software to analyze how extremes change over time. Eos Trans Am Geophys Union 92:13–20

    Article  Google Scholar 

  • Hillman DC, Potter J, Simon S (1986) Analytical methods for the National Surface Water Survey, Eastern Lake Survey. EPA/600/4-86/009, EPA Las Vegas

  • Hodgkins GA, Dudley RW, Huntington TG (2003) Changes in the timing of high river flows in New England over the 20th century. J Hydrol 278(1–4):244–252

    Article  Google Scholar 

  • Hruška J, Krám P, McDowell WH, Oulehle F (2009) Increased dissolved organic carbon (DOC) in central European streams is driven by reductions in ionic strength rather than climate change or decreasing acidity. Environ Sci Technol 43:4320–4326

    Article  Google Scholar 

  • Huntington TG, Hodgkins GA, Keim BD, Dudley RW (2004) Changes in the proportion of precipitation occurring as snow in new England (1949-2000). J Clim 17:2626–2636

    Article  Google Scholar 

  • Jennings E, Jones S, Arvola L, Staehr PA, Gaiser E, Jones ID, Weathers KC, Weyhenmeyer GA, Chiu C, De Eyto E (2012) Effects of weather-related episodic events in lakes: an analysis based on high-frequency data. Freshw Biol 57:589–601

    Article  Google Scholar 

  • Kahl JS, Norton SA, MacRae RK, Haines TA, Davis RB (1989) The influence of organic acidity on the chemistry of Maine surface waters. Water Air Soil Pollut 46:221–234

    Google Scholar 

  • Kahl JS, Norton SA, Haines TA, Rochette EA, Heath RH, Nodvin SC (1992) Mechanisms of episodic acidification in low-order streams in Maine, USA. Environ Pollut 78:37–44

    Article  Google Scholar 

  • Kahl JS, Stoddard JL, Haeuber SG, Paulsen SG, Deviney FA, Webb JR et al (2004) Have U.S. surface waters responded to the 1990 Clean Air Act Amendments? Environ Sci Technol 38:484A–490A

    Article  Google Scholar 

  • Karl TR, Melillo JM, Peterson TC (2009) Global climate change impacts in the United States. Cambridge University Press, Cambridge

    Google Scholar 

  • Kellerman AM, Dittmar T, Kothawala DN, Tranvik LJ (2014) Chemodiversity of dissolved organic matter in lakes driven by climate and hydrology. Nat Commun 5:3804

    Article  Google Scholar 

  • Kerr JG, Eimers MC, Creed IF, Adams MB, Beall F, Burns D, Campbell JL, Christopher SF, Clair TA, Courchesne F, Duchesne L, Fernandez I, Houle D, Jeffries DS, Likens GE, Mitchell MJ, Shanley J, Yao H (2012) The effect of seasonal drying on sulphate dynamics in streams across southeastern Canada and the northeastern USA. Biogeochemistry 111:393–409

    Article  Google Scholar 

  • Kline KM, Eshleman KN, Morgan RP, Castro NM (2007) Analysis of trends in episodic acidification of streams in western Maryland. Environ Sci Technol 41:5601–5607

    Article  Google Scholar 

  • Kohler SJ, Buffam I, Laudon H, Bishop KH (2008) Climate’s control of intra-annual and interannual variability of total organic carbon concentration and flux in two contrasting boreal landscape elements. J Geophys Res 113:G03012

    Google Scholar 

  • Kowalik RA, Cooper DM, Evans CD, Ormerod SJ (2007) Acidic episodes retard the biological recovery of upland British streams from chronic acidification. Glob Change Biol 13:2439–2452

    Article  Google Scholar 

  • Lake PS (2003) Ecological effects of perturbation by drought in flowing waters. Freshw Biol 48:1161–1172

    Article  Google Scholar 

  • Laudon H (2008) Recovery from episodic acidification delayed by drought and high sea salt deposition. Hydrol Earth Syst Sci Discuss 12:363–370

    Article  Google Scholar 

  • Laudon H, Dillon PJ, Eimers MC, Semkin RG, Jeffries DS (2004) Climate-induced episodic acidification of streams in central Ontario. Environ Sci Technol 38:6009–6015

    Article  Google Scholar 

  • Lawrence GB (2002) Persistent episodic acidification of streams linked to acid rain effects on soil. Atmos Environ 26:1589–1598

    Article  Google Scholar 

  • Lawrence GB, Roy KM, Baldigo BP, Simonin HA, Capone SB, Sutherland JW, Nierzwicki-Bauer SA, Boylen CW (2008) Chronic and episodic acidification of Adirondack streams from acid rain in 2003-2005. J Environ Qual 37(6):2264–2274

    Article  Google Scholar 

  • Lepori F, Barbieri A, Ormerod SJ (2003) Effects of episodic acidification on macroinvertebrate assemblages in Swiss Alpine streams. Freshw Biol 48(10):1873–1885

    Article  Google Scholar 

  • Madsen T, Figdor E (2007) When it rains, it pours: global warming and the rising frequency of extreme precipitation in the US. Environment Maine Research Policy Center, p 57

  • Mayer B, Shanley JB, Bailey SW, Mitchell MJ (2010) Identifying sources of stream water sulfate after a summer drought in the Sleepers River watershed (Vermont, USA) using hydrological, chemical, and isotopic techniques. Appl Geochem 25:747–754

    Article  Google Scholar 

  • McDowell WH, Likens GE (1988) Origin, composition, and flux of dissolved organic carbon in the Hubbard Brook Valley. Ecol Monogr 58(3):177–195

    Article  Google Scholar 

  • Mitchell MJ, Likens GE (2011) Watershed sulfur biogeochemistry: shift from atmospheric deposition dominance to climatic regulation. Environ Sci Technol 45:5267–5271

    Article  Google Scholar 

  • Monteith DT, Stoddard JL, Evans CD, De Wit HA, Forsius M, Høgåsen T et al (2007) Dissolved organic carbon trends resulting from changes in atmospheric deposition chemistry. Nature 450:537–541

    Article  Google Scholar 

  • Mulholland PJ (2003) Large-scale patterns in dissolved organic carbon concentration, flux, and sources. In: Findlay S, Sinsabaugh RL (eds) Aquatic ecosystems—interactivity of dissolved organic matter. Academic Press, San Diego, pp 139–160

    Google Scholar 

  • Oksanen J, Kindt R, Legendre P, O’Hara RB (2007) vegan: community ecology package version 1.8–5. http://r-forge.r-project.org/projects/vegan/

  • Palmer WC (1965) Meteorological drought. Weather Bureau Research Paper No. 45. U.S. Department of Commerce, Washington, DC, 58 pp

  • Park J, Duan L, Kim B, Mitchell MJ, Shibata H (2010) Potential effects of climate change and variability on watershed biogeochemical processes and water quality in Northeast Asia. Environ Int 36:212–225

    Article  Google Scholar 

  • R Development Core Team (2011) R: a language and environment for statistical computing; R foundation for statistical computing: Vienna, Austria; ISBN 3-900051-07-0. http://www.R-project.org

  • Raymond PA, Saiers JE (2010) Event controlled DOC export from forested watersheds. Biogeochemistry 100:197–209

    Article  Google Scholar 

  • Reche I, Pace ML (2002) Linking dynamics of dissolved organic carbon in a forested lake with environmental factors. Biogeochemistry 61(1):21–36

    Article  Google Scholar 

  • Rosfjord CH, Webster KE, Kahl JS, Norton SA, Fernandez IJ, Herlihy AT (2007) Anthropogenically driven changes in chloride complicate interpretation of base cation trends in lakes recovering from acidic deposition. Environ Sci Technol 41:7688–7693

    Article  Google Scholar 

  • Roulet N, Moore TR (2006) Browning the waters. Nature 444:283–284

    Article  Google Scholar 

  • Salinger MJ (2005) Climate variability and change: past, present and future–an overview. Clim Change 70:9–29

    Article  Google Scholar 

  • SanClements MD, Oelsner GP, McKnight DM, Stoddard JL, Nelson SJ (2012) New insights into the source of decadal increases of dissolved organic matter in acid-sensitive lakes of the Northeastern United States. Environ Sci Technol 46(6):3212–3219

    Article  Google Scholar 

  • Schiff S, Aravena R, Mewhinney E, Elgood R, Warner B, Dillon P, Trumbore S (1998) Precambrian shield wetlands: hydrologic control of the sources and export of dissolved organic matter. Clim Change 40(2):167–188

    Article  Google Scholar 

  • Skjelkvale BL, Stoddard JL, Jeffries DS, Torseth K, Hogasen T, Bowman J et al (2005) Regional scale evidence for improvements in surface water chemistry 1990-2001. Environ Pollut 127:165–176

    Article  Google Scholar 

  • Spierre SG, Wake C, Wake CP, Gittell R, Hurtt G, Kelly T, Markham A, Schaefer D, VanDeveer S (2010) Trends in extreme precipitation events for the northeastern United States. Carbon Solutions New England

  • Stoddard JL (1990) Plan for converting the NAPAP aquatic effects long-term monitoring (LTM) project to the temporally integrated monitoring of ecosystems (TIME) project. International Report U.S. Environmental Protection Agency, Corvallis

    Google Scholar 

  • Stoddard JL, Driscoll CT, Kahl JS, Kellogg J (1998) A regional analysis of lake acidification trends for the northeastern U.S., 1982–1994. Environ Monit Assess 51:399–413

    Article  Google Scholar 

  • Stoddard JL, Kahl JS, Deviney FA, DeWalle DR, Driscoll CT, Herlihy AT, Kellogg JH, Murdoch PS, Webb JR (2003) Response of surface water chemistry to the Clean Air Act Amendments of 1990 U.S. E.P.A. Office of Research and Development. EPA 620/R-03/001

  • Striegl RG, Aiken GR, Dornblaser MM, Raymond PA, Wickland KP (2005) A decrease in discharge-normalized DOC export by the Yukon River during summer through autumn. Geophys Res Lett 32(21):413

    Article  Google Scholar 

  • Strock KE, Nelson SJ, Kahl JS, Saros JE, McDowell WH (2014) Decadal trends reveal recent acceleration in the rate of recovery from acidification in the northeastern U.S. Environ Sci Technol 48(9):4681–4689

    Article  Google Scholar 

  • Strohmeier S, Knorr KH, Reichert M, Frei S, Fleckenstein JH, Peiffer S, Matzner E (2013) Concentrations and fluxes of dissolved organic carbon in runoff from a forested catchment: insights from high frequency measurements. Biogeosciences 10:905–916

    Article  Google Scholar 

  • Weathers KC, Lovett GM, Likens GE, Lathrop R (2000) The effect of landscape features on deposition to Hunter Mountain, Catskill Mountains, New York. Ecol Appl 10(2):528–540

    Article  Google Scholar 

  • Webster KE, Soranno PA, Baines SB, Kratz TK, Bowser CJ, Dillon PJ, Campbell P, Fee EJ, Hecky RE (2000) Structuring features of lake districts: landscape controls on lake chemical responses to drought. Freshw Biol 43:499–515

    Article  Google Scholar 

  • Weyhenmeyer GA, Willen E, Sonesten L (2004) Effects of an extreme precipitation event on water chemistry and phytoplankton in the Swedish Lake Malaren. Boreal Environ Res 9:409–420

    Google Scholar 

  • Zhang J, Hudson J, Neal R, Sereda J, Clair T, Turner M, Jeffries D, Dillon P, Molot L, Somers K, Hesslein R (2010) Long-term patterns of dissolved organic carbon in lakes across eastern Canada: evidence of a pronounced climate effect. Limnol Oceanogr 55(1):30–42

    Article  Google Scholar 

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Acknowledgments

This work was supported by the Department of the Interior, U.S. Geological Survey and the Senator George J. Mitchell Center at the University of Maine, under Grant No. G11AP20082. The USEPA-USGS LTM/TIME project was funded by EPA ORD and EPA CAMD (IAG 06HQGR0143), processed through Grant/Cooperative Agreement G11AP20128 from the United States Geological Survey. Partial funding was provided by the New Hampshire Agricultural Experiment Station. This is Scientific Contribution Number 2625. This work was supported by the USDA National Institute of Food and Agriculture McIntire Stennis Project 0225015. Data from the Adirondack Mountain region were collected by the Adirondack Lakes Survey Corporation (ALSC). The work by the ALSC was performed with funding support from the New York State Energy Research and Development Authority, the New York State Department of Environmental Conservation, and the United States Environmental Protection Agency Long-Term Monitoring Network. We thank Ivan Fernandez, Brian McGill, and Suzanne McGowan for helpful comments on an earlier version of this manuscript. We thank Brian McGill for his assistance with the statistical analyses. We thank three anonymous reviewers for their comments, which substantially improved this article. The views and conclusions contained in this document are those of the authors and should not be interpreted as necessarily representing the official policies, either expressed or implied, of the U.S. Government.

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Authors and Affiliations

  1. School of Biology and Ecology and Climate Change Institute, University of Maine, 137 Sawyer Environmental Research Center, Orono, ME, 04469, USA

    Kristin E. Strock & Jasmine E. Saros

  2. Environmental Science Department, Dickinson College, P.O. Box 1773, Carlisle, PA, 17013, USA

    Kristin E. Strock

  3. Climate Change Institute, University of Maine, Orono, ME, USA

    Sean D. Birkel

  4. School of Forest Resources and Senator George J. Mitchell Center for Environmental and Watershed Research, University of Maine, Orono, ME, USA

    Sarah J. Nelson

  5. Resilient Energy Solutions, 16 Loon Lane, Mariaville, ME, USA

    Jeffrey S. Kahl

  6. Department of Natural Resources and the Environment, University of New Hampshire, Durham, NH, USA

    William H. McDowell

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  1. Kristin E. Strock
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  2. Jasmine E. Saros
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  3. Sarah J. Nelson
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  4. Sean D. Birkel
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  5. Jeffrey S. Kahl
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  6. William H. McDowell
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Correspondence to Kristin E. Strock.

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Strock, K.E., Saros, J.E., Nelson, S.J. et al. Extreme weather years drive episodic changes in lake chemistry: implications for recovery from sulfate deposition and long-term trends in dissolved organic carbon. Biogeochemistry 127, 353–365 (2016). https://doi.org/10.1007/s10533-016-0185-9

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