<?xml version="1.0" encoding="utf-8" standalone="no"?>
<!DOCTYPE article SYSTEM "http://www.hydrol-earth-syst-sci.net/inc/hess/copernicus.dtd">
<article language="en">
	<journal>
		<journal_title>Hydrology and Earth System Sciences</journal_title>
		<journal_url>www.hydrol-earth-syst-sci.net</journal_url>
		<issn>1027-5606</issn>
		<eissn>1607-7938</eissn>
		<volume_number>12</volume_number>
		<issue_number>2</issue_number>
		<publication_year>2008</publication_year>
	</journal>
	<doi>10.5194/hess-12-465-2008</doi>
	<article_url>http://www.hydrol-earth-syst-sci.net/12/465/2008/</article_url>
	<abstract_html>http://www.hydrol-earth-syst-sci.net/12/465/2008/hess-12-465-2008.html</abstract_html>
	<fulltext_pdf>http://www.hydrol-earth-syst-sci.net/12/465/2008/hess-12-465-2008.pdf</fulltext_pdf>
	<start_page>465</start_page>
	<end_page>478</end_page>
	<publication_date>2008-03-05</publication_date>
	<article_title content_type="html">Recovery of acidified Finnish lakes: trends, patterns and dependence of catchment characteristics</article_title>
	<authors>
		<author numeration="1" affiliations="1">
			<name>J. Vuorenmaa</name>
			<email>jussi.vuorenmaa@ymparisto.fi</email>
		</author>
		<author numeration="2" affiliations="1">
			<name>M. Forsius</name>
		</author>
	</authors>
	<affiliations>
		<affiliation numeration="1" content_type="html">Finnish Environment Institute, P.O. Box 140, 00251 Helsinki, Finland</affiliation>
	</affiliations>
	<abstract content_type="html">The regional-scale trends (south, central and north Finland) in key
acidification parameters over the period 1990&amp;ndash;2003 were studied in lakes
used for monitoring of acidification (157 lakes), and the catchment
characteristics that best discriminate between lakes showing recovery
(significant increase in alkalinity) and those not showing recovery (no
significant increase) were determined. A significant decline in sulphate
concentrations occurred in 82&amp;ndash;98% of the lakes, depending of the region.
Base cation (BC) concentrations decreased for most lakes, but to a lesser
extent than those of SO&lt;sub&gt;4&lt;/sub&gt;. Consequently, a significant increase in Gran
alkalinity occurred in 40&amp;ndash;92% of the lakes. The recovery from
acidification has been strongest in lakes in south Finland, where both
levels and decrease of S (and N) deposition have been higher compared to
other regions. A significant increase in pH was detected in about 50% of
the lakes in the south. Here labile aluminium concentrations also decreased
in the most acidic lakes. Recovery has occurred most strongly in lakes which
have SO&lt;sub&gt;4&lt;/sub&gt; as a dominant acid anion, whereas recovery has been weaker in
acidified humic lakes which have organic anion as a dominant acid anion. The
non-recovering lakes in south Finland have higher proportion of exposed
bedrock in the catchment, and higher TOC and lower BC concentrations. In
central Finland the proportion of peatland and TOC concentrations were
higher and the decrease of BC concentration was steeper in non-recovering
lakes than in recovering lakes. In north Finland, catchment characteristics,
trend slopes and concentrations did not separate the recovering and
non-recovering lakes. The non-recovering lakes were also located in regions
which are acid-sensitive based on bedrock type, soil properties, weathering
rate and runoff. These factors have resulted in lower concentrations and
steeper downward trends for base cations. Climate change may increase the
mineralization of soil organic matter and change the frequency and magnitude of runoff and
organic acid episodes. An increase of these types of confounding effects on pH and alkalinity
recovery may therefore be anticipated in the future.</abstract>
	<references>
		<reference numeration="1" content_type="text"> Baker, L. A. and Brezonik, P. L.: Dynamic model of in-lake alkalinity generation, Water Resour. Res., 24, 65&amp;ndash;74, 1988. </reference>
		<reference numeration="2" content_type="text"> Brakke, D. F., Henriksen, A. and Norton, S. A.: The relative importance of acidity sources for humic lakes in Norway, Nature, 329, 432&amp;ndash;434, 1987. </reference>
		<reference numeration="3" content_type="text"> Clair, T. A.: Acid precipitation and weathering by organic acids in Labrador lake basins, Water Resour. Bull., 28, 507&amp;ndash;515, 1992. </reference>
		<reference numeration="4" content_type="text"> Evans Jr., A., Zelazny, L. W., and Zipper, C. E.: Solution parameters influencing dissolved organic carbon levels in three forest soils, Soil Sci. Soc. Am. J., 52, 1789&amp;ndash;1792, 1988. </reference>
		<reference numeration="5" content_type="text"> Evans, C. D.: Modelling the effects of climate change on an acidic upland stream, Biogeochemistry, 74, 21&amp;ndash;46, 2005. </reference>
		<reference numeration="6" content_type="text"> Evans, C. D., Cullen, J. M., Alewell, C., Kopácek, J., Marchetto, A., Moldan, F., Prechtel, A., and Rogora, M.: Recovery from acidification in European surface waters, Hydrol. Earth Syst. Sci., 5, 311&amp;ndash;325, 2001. </reference>
		<reference numeration="7" content_type="text"> Evans, C. D., Monteith, D. T., and Cooper, D. M.: Long-term increases in surface water dissolved organic carbon: Observations, possible causes and environmental impacts, Environ. Pollut., 137, 55&amp;ndash;71, 2005. </reference>
		<reference numeration="8" content_type="text"> Finér, L., Kortelainen, P., Mattsson, T., Ahtiainen, M., Kubin, E., and Sallantaus, T.: Sulphate and base cation concentrations and export in streams from unmanaged forested catchments in Finland, For. Ecol. Manage., 195, 115&amp;ndash;128, 2004. </reference>
		<reference numeration="9" content_type="text"> Forsius, M.: Sensitivity distributions of Finnish lakes, in: Regional Acidification Models: Geographic Extent and Time Development, edited by: Kämäri, J., Brakke, D. F., Jenkins, A., Norton, S. A., and Wright, R. F., 31&amp;ndash;38, Springer, Berlin, 1989. </reference>
		<reference numeration="10" content_type="text"> Forsius, M., Kleemola, S., Vuorenmaa, J., and Syri, S.: Fluxes and trends of nitrogen and sulphur compounds at Integrated Monitoring sites in Europe, Water Air Soil Poll., 130, 1641&amp;ndash;1648, 2001. </reference>
		<reference numeration="11" content_type="text"> Forsius, M., Vuorenmaa, J., Mannio, J., and Syri, S.: Recovery from acidification of Finnish lakes: regional patterns and relations to emission reduction policy, Sci. Total Envir., 310, 121&amp;ndash;132, 2003. </reference>
		<reference numeration="12" content_type="text"> Holmberg, M., Forsius, M., Starr, M., and Huttunen, M.: An application of artificial neural networks to carbon, nitrogen and phosphorus concentrations in three boreal streams and impacts of climate change, Ecol. Model., 195, 51&amp;ndash;60, 2006. </reference>
		<reference numeration="13" content_type="text"> Hruska, J., Köhler, S., Laudon, H., and Bishop, K.: Is a universal model of organic acidity possible: Comparison of the acid/base properties of dissolved organic carbon in the boreal and temperate zone, Environ. Sci. Technol., 37, 1726&amp;ndash;1730, 2001. </reference>
		<reference numeration="14" content_type="text"> Huttunen, P., Kenttämies, K., Liehu, A., Liukkonen, M., Nuotio, T., Sandman, O., and Turkia, J.: Palaeoecological evaluation of the recent acidification of susceptible lakes in Finland, in: Acidification in Finland, edited by: Kauppi, P., Anttila, P., and Kenttämies, K., 1071&amp;ndash;1090, Springer, Berlin, 1990. </reference>
		<reference numeration="15" content_type="text"> Hyvärinen, V., Solantie, R., Aitamurto, S., and Drebs, A.: Water balance in Finnish drainage basins during 1961&amp;ndash;1990, Publications of Water and Environment Administration, series A 220, National Board of Waters and the Environment, Helsinki, Finland, 162 pp., 1995 (in Finnish). </reference>
		<reference numeration="16" content_type="text"> Johansson, M. and Tarvainen, T.: Estimation of weathering rates for critical load calculations in Finland, Environ. Geol., 29, 158&amp;ndash;164, 1997. </reference>
		<reference numeration="17" content_type="text"> Kleemola, S. and Forsius, M.: Trend assessment of bulk deposition, throughfall and runoff water/soil water chemistry at ICP IM sites, in: 15th annual report 2006, ICP Integrated Monitoring, edited by: Kleemola, S. and Forsius, M., 22&amp;ndash;48, The Finnish Environment 30/2006, Finnish Environment Institute, Helsinki, Finland, 2006. </reference>
		<reference numeration="18" content_type="text"> Kortelainen, P., Mannio, J., Forsius, M., Kämäri, J., and Verta, M.: Finnish lake survey: The role of organic and anthropogenic acidity, Water Air Soil Poll., 46, 235&amp;ndash;249, 1989. </reference>
		<reference numeration="19" content_type="text"> Kortelainen, P. and Mannio, J.: Organic acidity in Finnish lakes, in: Acidification in Finland, edited by: Kauppi, P., Anttila, P., and Kenttämies, K., 849&amp;ndash;863, Springer, Berlin, 1990. </reference>
		<reference numeration="20" content_type="text"> Kortelainen, P.: Contribution of organic acids to the acidity of Finnish lakes, PhD thesis, Publications of the Water and Environment Research Institute, 13. National Board of Waters and the Environment, Helsinki, Finland, 48 pp., 1993a. </reference>
		<reference numeration="21" content_type="text"> Kortelainen, P.: Content of total organic carbon in Finnish lakes and its relationship to catchment characteristics, Can. J. Fish. Aquat. Sci., 50, 1477&amp;ndash;1483, 1993b. </reference>
		<reference numeration="22" content_type="text"> Kortelainen, P. and Saukkonen, S.: Leaching of nutrients, organic, carbon and iron from Finnish forestry land, Water Air Soil Poll., 105, 239&amp;ndash;250, 1998. </reference>
		<reference numeration="23" content_type="text"> Krug, E. C. and Frink, C. R.: Acid rain and acid soil: A new perspective, Nature, 221, 520&amp;ndash;525, 1983. </reference>
		<reference numeration="24" content_type="text"> Kähkönen, A.-M.: Soil geochemistry in relation to water chemistry and sensitivity to acid deposition in Finnish Lapland, Water Air Soil Poll., 87, 311&amp;ndash;327, 1996. </reference>
		<reference numeration="25" content_type="text"> Kämäri, J.: Sensitivity of surface waters to acidic deposition in Finland, Aqua Fennica, 16, 211&amp;ndash;219, 1986. </reference>
		<reference numeration="26" content_type="text"> Kämäri, J., Forsius, M., Kortelainen, P., Mannio, J., and Verta, M.: Finnish lake survey: Present status of acidification, Ambio, 20, 23&amp;ndash;27, 1991. </reference>
		<reference numeration="27" content_type="text"> Lahermo, P., Väänänen, P., Tarvainen, T., and Salminen, R.: Geochemical Atlas of Finland, Part 3, Environmental geochemistry &amp;ndash; stream waters and sediments, Geological Survey of Finland, Espoo, 149 pp., 1996. </reference>
		<reference numeration="28" content_type="text"> Lydersen, E., Larssen, T., and Fjeld, E.: The influence of total organic carbon (TOC) on the relationship between acid neutralizing capacity (ANC) and fish status in Norwegian lakes, Sci. Total Envir., 326, 63&amp;ndash;69, 2004. </reference>
		<reference numeration="29" content_type="text"> Lövblad, G., Tarrasón, L., Tørseth, K., and Dutchak, S.: EMEP Assessment, Part I: European Perspective, Norwegian Meteorological Institute, Oslo, Norway, 180 pp., 2004. </reference>
		<reference numeration="30" content_type="text"> Mannio, J.: Responses of headwater lakes to air pollution changes in Finland, PhD thesis, Monographs of the Boreal Environment Research, Finnish Environment Institute, Helsinki, 48 pp., 2001a. </reference>
		<reference numeration="31" content_type="text"> Mannio, J.: Recovery pattern from acidification of headwater lakes in Finland, Water Air Soil Poll., 130, 1427&amp;ndash;1432, 2001b. </reference>
		<reference numeration="32" content_type="text"> Mannio, J. and Vuorenmaa, J.: Regional monitoring of lake acidification in Finland, Water Air Soil Poll., 85, 571&amp;ndash;576, 1995. </reference>
		<reference numeration="33" content_type="text"> Mitchell, M. J., McHale, P. J., Inamdar, S., and Raynal, D. J.: Role of within-lake processes and hydrobiochemical changes over 16 years in a watershed in the Adirondack Mountains of New York State, USA, Hydrol. Process., 15, 1951&amp;ndash;1965, 2001. </reference>
		<reference numeration="34" content_type="text"> Munson, R. K. and Gherini, S. A.: Influence of organic acids on the pH and acid-neutralizing capacity of Adirondack lakes, Water Resour. Res., 29, 891&amp;ndash;899, 1993. </reference>
		<reference numeration="35" content_type="text"> Neal, C., Reynolds, B., and Robson, A. J.: Acid neutralization capacity measurements within natural waters: towards a standardized approach, Sci. Total Envir., 243/244, 233&amp;ndash;241, 1999. </reference>
		<reference numeration="36" content_type="text"> Nuotio, T., Hyyppä, J., and Nylander, J.: Buffering capacity of Finnish soils and its dependence on geological factors in relation to acidification sensitivity of lakes, in: Acidification in Finland, edited by: Kauppi, P., Anttila, P., and Kenttämies, K., 271&amp;ndash;286, Springer, Berlin, 1990. </reference>
		<reference numeration="37" content_type="text"> Press, S. J. and Wilson, S.: Choosing between logistic regression and discriminant analysis, J. Am. Stat. Assoc., 73, 699&amp;ndash;705, 1978. </reference>
		<reference numeration="38" content_type="text"> Ruoho-Airola, T., Alaviippola, B., Salminen, K., and Varjoranta, R.: An investigation of base cation deposition in Finland, Boreal Envir. Res., 8, 83&amp;ndash;95, 2003. </reference>
		<reference numeration="39" content_type="text"> Ruoho-Airola, T., Anttila, P., and Salmi, T.: Airborne sulphur and nitrogen in Finland &amp;ndash; trends and exposure in relation to air transport sector, J. Environ. Monit., 6, 1&amp;ndash;11, 2004. </reference>
		<reference numeration="40" content_type="text"> SAS Institute Inc.: SAS/STAT User&apos;s Guide, Version 6, Fourth Edition, vol. 2, Cary, north Carolina, USA, 846 pp., 1989. </reference>
		<reference numeration="41" content_type="text"> Schiff, S., Aravena, R., Mewhinney, E., Elgood, R., Warner, B., Dillon, P., and Trumbore, S.: Precambrian shield wetlands: hydrologic control of the sources and export of dissolved organic matter, Climatic Change, 40, 167&amp;ndash;188, 1998. </reference>
		<reference numeration="42" content_type="text"> Schindler, D. W., Bayley, S. E., Parker, B. R., Beaty, K. G., Cruikshank, D. R., Everett, J. E., Schindler, E. U., and Stainton, M. P.: The effects of climatic warming on the properties of boreal lakes and streams at the Experimental Lakes Area, northwestern Ontario, Limnol. Oceanogr., 41, 1004&amp;ndash;1017, 1996. </reference>
		<reference numeration="43" content_type="text"> Sen, P. K.: Estimates of the regression coefficient based on Kendall&apos;s tau, Am. Statist. Assoc. J., 63, 1379&amp;ndash;1389, 1968. </reference>
		<reference numeration="44" content_type="text"> Skjelkv&amp;aring;le, B. L., Mannio, J., Wilander, A., and Andersen, T.: Recovery from acidification of lakes in Finland, Norway and Sweden 1990&amp;ndash;99, Hydrol. Earth Syst. Sci., 5, 327&amp;ndash;337, 2001a. </reference>
		<reference numeration="45" content_type="text"> Skjelkv&amp;aring;le, B. L., Olendrzynski, K., Stoddard, J. L., Tarrason, L., Traaen, T. S., Tørseth, K., Windjusveen, S., and Wright, R. F.: Assessment of trends and leaching of nitrogen at ICP Waters sites (Europe and north America), SNO 4383/2001, ICP Waters Report 54/2001, Norwegian Institute for Water Research, Oslo, Norway, 45 pp., 2001b. </reference>
		<reference numeration="46" content_type="text"> Skjelkv&amp;aring;le, B. L., Stoddard, J. L., Jeffries, D. S., Tørseth, K., Høg&amp;aring;sen, T., Bowman, J., Mannio, J., Monteith, D. T., Mosello, R., Rogora, M., Rzychon, D., Vesel\&apos;y, J., Wieting, J., Wilander, A., and Worsztynowicz, A.: Regional scale evidence for improvements in surface water chemistry 1990&amp;ndash;2001, Environ. Pollut., 137, 165&amp;ndash;176, 2005. </reference>
		<reference numeration="47" content_type="text"> Skjelkv&amp;aring;le, B. L., Aherne, J., Bergman, T., Bishop, K., Forsius, M., Forsström, L., Gashkina, N. A., Hettelingh, J.-P., Jeffries, D., Kaste, Ø., Korhola, A., Lappalainen, A., Laudon, H., Mannio, J., Moiseenko, T., Nyman, M., Posch, M., Schartau, A. K., Stoddard, J., Tammi, J., Vuorenmaa, J., Wilander, A., and Yakovlev, V.: Chapter 6.1. Evidence from water quality monitoring, in: AMAP Assessment 2006: Acidifying Pollutants, Arctic Haze, and Acidification in the Arctic, p. 64&amp;ndash;74, Arctic Monitoring and Assessment Programme (AMAP), Oslo, Norway, 2006. </reference>
		<reference numeration="48" content_type="text"> Stoddard, J. L., Jeffries, D. S., Lükewille, A., Clair, T. A., Dillon, P. J., Driscoll, C. T., Forsius, M., Johannessen, M., Kahl, J. S., Kellogg, J. H., Kemp, A., Mannio, J., Monteith, D. T., Murdoch, P. S., Patrick, S., Rebsdorf, A., Skjelkv&amp;aring;le, B. L., Stainton, M. P., Traaen, T. S., van Dam, H., Webster, K. E., Wieting, J., and Wilander, A.: Regional trends in aquatic recovery from acidification in north America and Europe 1980&amp;ndash;95, Nature, 401, 575&amp;ndash;578, 1999. </reference>
		<reference numeration="49" content_type="text"> Stoddard, J. L., Karl, J. S., Deviney, F. A., DeWalle, D. R., Driscoll, C. T., Herlihy, A. T., Kellogg, J. H., Murdoch, P. S., Webb, J. R., and Webster, K. E.: Response of Surface Water Chemistry to the Clean Air Act Amendments of 1990, Report EPA 620/R-03/001, United States Environmental Protection Agency, North Carolina, 78 pp., 2003. </reference>
		<reference numeration="50" content_type="text"> Tabachnick, B. G. and Fidell, L. S.: Using multivariate statistics (3rd ed.), Harper Collins College Publishers: New York, 880 pp., 1996. </reference>
		<reference numeration="51" content_type="text"> Tammi, J., Appelberg, M., Beier, U., Hesthagen, T., Lappalainen, A., and Rask, M.: Fish status of Nordic lakes: effects of acidification, eutrophication and stocking activity on present fish species composition, Ambio, 32, 98&amp;ndash;105, 2003a. </reference>
		<reference numeration="52" content_type="text"> Tammi, J., Lappalainen, A., and Bergman, T.: Water quality and fish populations of acid sensitive waters in the Vätsäri area, northeastern Finland: responses to reduced sulphur emissions from the Kola Peninsula, Russia, in the 1990s, Boreal Environ. Res., 8, 1&amp;ndash;7, 2003b. </reference>
		<reference numeration="53" content_type="text"> Tipping, E. and Hurley, M. A.: A model of solid-solution interactions in acid organic soils, based on the complexation properties of humic substances, J. Soil Sci., 39, 505&amp;ndash;519, 1988. </reference>
		<reference numeration="54" content_type="text"> Ukonmaanaho, L., Starr, M., and Ruoho-Airola, T.: Trends in sulfate, base cations and H$^+$ concentrations in bulk precipitation and throughfall at Integrated Monitoring sites in Finland 1989&amp;ndash;1995, Water Air Soil Poll., 105, 353&amp;ndash;363, 1998. </reference>
		<reference numeration="55" content_type="text"> Ukonmaanaho, L. and Starr, M.: Major nutrients and acidity: budgets and trends at four remote boreal stands in Finland during the 1990s, Sci. Total. Envir., 297, 21&amp;ndash;41, 2002. </reference>
		<reference numeration="56" content_type="text"> Vance, G. F. and David, M. B.: Effect of acid treatment on the leachate chemistry of a New England spodosol: importance of the B horizon on dissolved organic carbon retention, Soil Sci. Soc. Am. J., 53, 1242&amp;ndash;1247, 1989. </reference>
		<reference numeration="57" content_type="text"> Vuorenmaa, J.:Long-term changes of acidifying deposition in Finland (1973&amp;ndash;2000), Environ. Pollut., 128, 351&amp;ndash;362, 2004. </reference>
		<reference numeration="58" content_type="text"> Vuorenmaa, J., Mannio, J., Eloranta, P., Forsius, M., Hynynen, J., Meriläinen, J., Rask, M., and Tammi, J.: Recovery from acidification &amp;ndash; biological responses to chemical recovery in acidified lakes in Finland, in: Proceedings of the 20th meeting of the ICP Waters Programme Task Force in Falun, 31&amp;ndash;36, edited by: de Witt, H. and Skjelkv&amp;aring;le, B. L., Sweden, October 18&amp;ndash;20, 2004, ICP Waters Report 80/2005, Norwegian Institute for Water Research, Oslo, Norway, 2005. </reference>
		<reference numeration="59" content_type="text"> Vuorenmaa, J., Forsius, M., and Mannio, J.: Increasing trends of total organic carbon concentrations in small forest lakes in Finland from 1987 to 2003, Sci. Total. Envir., 365, 47&amp;ndash;65, 2006. </reference>
		<reference numeration="60" content_type="text"> Wright, R. F., Aherne, J., Bishop, K., Camarero, L., Cosby, B. J., Erlandsson, M., Evans, C. D., Forsius, M., Hardekopf, D. W., Helliwell, R., Hru&amp;#x0161;ka, J., Jenkins, A., Kopá&amp;#x010D;ek, J., Moldan, F., Posch, M., and Rogora, M.: Modelling the effect of climate change on recovery of acidified freshwaters: Relative sensitivity of individual processes in the MAGIC model, Sci. Total. Envir., 365, 154&amp;ndash;166, 2006. </reference>
	</references>
</article>

