Abstract
Processes occurring at various scales interact to influence the export of organic carbon from watersheds to freshwater ecosystems and eventually the ocean. The goal of this study was to determine if and how differences in wetland extent and presence of lakes influenced dissolved organic carbon (DOC) concentrations and yields in streams. We monitored stream flow, DOC and dissolved inorganic carbon concentrations periodically for 2 years at four sites with forested watersheds, four sites with wetland watersheds, and four sites with wetland watersheds that also contained in-network lakes. As expected, the presence of wetlands resulted in higher DOC concentrations and yields, but the impact of lakes was less clear on the magnitude of DOC concentrations and yields. With respect to temporal dynamics, we found positive relationships between stream flow and DOC concentration (median r2 = 0.89) in streams without upstream lakes. The relationships for forested sites are among the strongest reported in the literature, and suggest a clear shift in hydrologic flowpath from intersecting mineral soils at low flow, to organic soils at high flow. In streams with upstream lakes, the relationship between flow and concentration was non-significant for three of four sites unless time lags with flow were applied to the concentration data, after which the relationship was similar to the non-lake streams (median r2 = 0.95). These findings suggest that lakes buffering temporal patterns in streams by hydrologically delaying pulses of carbon, but provide little support that in-line lakes have a net effect on carbon exports in this region.




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References
Aitkenhead J, Hope D, Billett M (1999) The relationship between dissolved organic carbon in stream water and soil organic carbon pools at different spatial scales. Hydrol Process 13:1289–1302
Algesten G, Sobek S, Bergström AK et al (2003) Role of lakes for organic carbon cycling in the boreal zone. Global Change Biol 10:141–147. doi:10.1046/j.1529-8817.2003.00721.x
Andrea B, Francesc G, Jérôme L et al (2006) Cross-site comparison of variability of DOC and nitrate c–q hysteresis during the autumn–winter period in three mediterranean headwater streams: a synthetic approach. Biogeochemistry 77:327–349. doi:10.1007/s10533-005-0711-7
Battin TJ, Luyssaert S, Kaplan LA et al (2009) The boundless carbon cycle. Nat Geosci 2:598–600. doi:10.1038/ngeo618
Bishop KH, Lee Y-H, Pettersson C, Allard B (1995) Terrestrial sources of methylmercury in surface waters: the importance of the riparian zone on the Svartberget Catchment. Water Air Soil Pollut 80:435–444
Bond HW (1979) Nutrient concentration patterns in a stream draining a montane ecosystem in Utah. Ecology 60:1184–1196
Buffam I, Laudon H, Temnerud J et al (2007) Landscape-scale variability of acidity and dissolved organic carbon during spring flood in a boreal stream network. J Geophys Res 112:G01022. doi:10.1029/2006JG000218
Buffam I, Carpenter SR, Yeck W et al (2010) Filling holes in regional carbon budgets: predicting peat depth in a north temperate lake district. J Geophys Res. doi:10.1029/2009JG001034
Buffam I, Turner MG, Desai AR et al (2011) Integrating aquatic and terrestrial components to construct a complete carbon budget for a north temperate lake district. Global Change Biol 17:1193–1211. doi:10.1111/j.1365-2486.2010.02313.x
Butman D, Raymond PA (2011) Significant efflux of carbon dioxide from streams and rivers in the United States. Nat Geosci 4:839–842. doi:10.1038/ngeo1294
Canham CD, Pace ML, Papaik MJ et al (2004) A spatially explicit watershed-scale analysis of dissolved organic carbon in Adirondack lakes. Ecol Appl 14:839–854
Cardille JA, Carpenter SR, Coe MT et al (2007) Carbon and water cycling in lake-rich landscapes: landscape connections, lake hydrology, and biogeochemistry. J Geophys Res. doi:10.1029/2006JG000200
Christensen TR, Johansson T, Olsrud M et al (2007) A catchment-scale carbon and greenhouse gas budget of a subarctic landscape. Philos Trans R Soc A Math Phys Eng Sci 365:1643–1656. doi:10.1098/rsta.2007.2035
Cole JJ, Caraco NF, Kling GW, Kratz TK (1994) Carbon dioxide supersaturation in the surface waters of lakes. Science 265:1568–1570. doi:10.1126/science.265.5178.1568
Cole JJ, Prairie YT, Caraco NF et al (2007) Plumbing the global carbon cycle: integrating inland waters into the terrestrial carbon budget. Ecosystems 10:172–185. doi:10.1007/s10021-006-9013-8
Dawson JJC, Tetzlaff D, Speed M et al (2011) Seasonal controls on DOC dynamics in nested upland catchments in NE Scotland. Hydrol Process 25:1647–1658. doi:10.1002/hyp.7925
Delaney HD, Maxwell SE (1981) On using analysis of covariance in repeated measures designs. Multivar Behav Res 16:105–123
Duarte CM, Prairie YT (2005) Prevalence of heterotrophy and atmospheric CO2 emissions from aquatic ecosystems. Ecosystems 8:862–870. doi:10.1007/s10021-005-0177-4
Einola E, Rantakari M, Kankaala P et al (2011) Carbon pools and fluxes in a chain of five boreal lakes: a dry and wet year comparison. J Geophys Res. doi:10.1029/2010JG001636
Elder JF, Rybicki NB, Carter V, Weintraub V (2000) Sources and yields of dissolved carbon in northern Wisconsin stream catchments with differing amounts of peatland. Wetlands 20:113–125
FitzGibbon JE, Dunne T (1981) Land surface and lake storage during snowmelt runoff in a subarctic drainage system. Arct Alp Res 13:277–285
Futter MN, Butterfield D, Cosby BJ et al (2007) Modeling the mechanisms that control in-stream dissolved organic carbon dynamics in upland and forested catchments. Water Resour Res 43:W02424. doi:10.1029/2006WR004960
Goodman KJ, Baker MA, Wurtsbaugh WA (2011) Lakes as buffers of stream dissolved organic matter (DOM) variability: temporal patterns of DOM characteristics in mountain stream-lake systems. J Geophys Res. doi:10.1029/2011JG001709
Gorham E, Underwood JK, Janssens JA et al (1998) The chemistry of streams in southwestern and central Nova Scotia, with particular reference to catchment vegetation and the influence of dissolved organic carbon primarily from wetlands. Wetlands 18:115–132
Grieve IC (1990) Seasonal, hydrological, and land management factors controlling dissolved organic carbon concentrations in the Loch Fleet catchments, southwest Scotland. Hydrol Process 4:231–239
Hanson PC, Bade DL, Carpenter SR, Kratz TK (2003) Lake metabolism: relationships with dissolved organic carbon and phosphorus. Limnol Oceangr 48:1112–1119
Hanson PC, Pollard AI, Bade DL et al (2004) A model of carbon evasion and sedimentation in temperate lakes. Global Change Biol 10:1285–1298. doi:10.1111/j.1365-2486.2004.00805.x
Hanson PC, Carpenter SR, Cardille JA et al (2007) Small lakes dominate a random sample of regional lake characteristics. Freshw Biol 52:814–822. doi:10.1111/j.1365-2427.2007.01730.x
Hanson PC, Hamilton DP, Stanley EH et al (2011) Fate of allochthonous dissolved organic carbon in lakes: a quantitative approach. PLoS ONE 6:e21884. doi:10.1371/journal.pone.0021884.t001
Harvey CL, Dixon H, Hannaford J (2010) Developing best practice for infilling daily river flow data. In: Kirby C (ed) Role of hydrology in managing consequences of a changing global environment. Proceeding of the BHS third international symposium. British Hydrological Society, UK, pp 816–823
Hinton M, Schiff S, English MC (1997) The significance of storms for the concentration and export of dissolved organic carbon from two Precambrian Shield catchments. Biogeochemistry 36:67–88
Hirsch RM (1979) An evaluation of some record reconstruction techniques. Water Resour Res 15:1781–1790
Homer C, Huang C, Yang L et al (2004) Development of a 2001 national landcover database for the United States. Photogramm Eng Remote Sens 70:829–840
Hope D, Billett MF, Cresser MS (1994) A review of the export of carbon in river water: fluxes and processes. Environ Pollut 84:301–324
Hornberger GM, Bencala KE, McKnight DM (1994) Hydrological controls on dissolved organic carbon during snowmelt in the Snake River near Montezuma, Colorado. Biogeochemistry 25:147–165
Johnson RA, Wichern DW (2007) Applied multivariate statistical analysis, 6th edn. Prentice Hall, Upper Saddle River
Jonsson A, Algesten G, Bergström AK et al (2007) Integrating aquatic carbon fluxes in a boreal catchment carbon budget. J Hydrol 334:141–150. doi:10.1016/j.jhydrol.2006.10.003
Kerr SC, Shafer MM, Overdier J, Armstrong DE (2008) Hydrologic and biogeochemical controls on trace element export from northern Wisconsin wetlands. Biogeochemistry 89:273–294. doi:10.1007/s10533-008-9219-2
Köhler 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. doi:10.1029/2007JG000629
Larson JH, Frost PC, Zheng Z et al (2007) Effects of upstream lakes on dissolved organic matter in streams. Limnol Oceangr 52:60–69
Laudon H, Sjöblom V, Buffam I et al (2007) The role of catchment scale and landscape characteristics for runoff generation of boreal streams. J Hydrol 344:198–209. doi:10.1016/j.jhydrol.2007.07.010
Laudon H, Berggren M, Ågren A et al (2011) Patterns and dynamics of dissolved organic carbon (DOC) in boreal streams: the role of processes, connectivity, and scaling. Ecosystems 14:880–893. doi:10.1007/s10021-011-9452-8
Lottig NR, Stanley EH, Hanson PC, Kratz TK (2011) Comparison of regional stream and lake chemistry: differences, similarities, and potential drivers. Limnol Oceangr 56:1551–1562. doi:10.4319/lo.2011.56.5.1551
Lottig NR, Stanley EH, Maxted JT (2012) Assessing the influence of upstream drainage lakes on fluvial organic carbon in a wetland-rich region. J Geophys Res. doi:10.1029/2012JG001983
Magnuson J, Webster K, Assel R et al (1997) Potential effects of climate changes on aquatic systems: Laurentian Great Lakes and Precambrian Shield Region. Hydrol Process 11:825–871
Mattsson T, Kortelainen P, Räike A (2005) Export of DOM from boreal catchments: impacts of land use cover and climate. Biogeochemistry 76:373–394. doi:10.1007/s10533-005-6897-x
Mulholland PJ (2003) Large scale patterns in DOC concentration, flux, and sources. In: Findlay S, Sinsabaugh R (eds) Aquatic ecosystems: interactivity of dissolved organic matter. Academic Press, New York, pp 139–159
Oliver LJ, Grigoropoulos SG (1981) Control of storm-generated pollution using a small urban lake. J Water Pollut Control Fed 53:594–603
Pearce A, Stewart M, Sklash M (1986) Storm runoff generation in humid headwater catchments: 1. Where does the water come from. Water Resour Res 22:1263–1272
Prairie YT (2008) Carbocentric limnology: looking back, looking forward. Can J Fish Aquat Sci 65:543–548. doi:10.1139/f08-011
Rasmussen JB, Godbout L, Schallenberg M (1989) The humic content of lake water and its relationship to watershed and lake morphometry. Limnol Oceangr 34:1336–1343
Schindler JE, Krabbenhoft DP (1998) The hyporheic zone as a source of dissolved organic carbon and carbon gases to a temperate forested stream. Biogeochemistry 43:157–174
Schlesinger WH (1997) Biogeochemistry: an analysis of global change, 2nd edn. Academic Press, San Diego
Seibert J, Grabs T, Köhler S et al (2009) Linking soil-and stream-water chemistry based on a Riparian Flow-Concentration Integration Model. Hydrol Earth Syst Sci 13:2287–2297
Spence C (2000) The effect of storage on runoff from a headwater subarctic shield basin. Arctic 53:237–247
Stanley EH, Powers SM, Lottig NR et al (2012) Contemporary changes in dissolved organic carbon (DOC) in human-dominated rivers: is there a role for DOC management? Freshw Biol 57:26–42. doi:10.1111/j.1365-2427.2011.02613.x
Stets EG, Striegl RG, Aiken GR (2010) Dissolved organic carbon export and internal cycling in small, headwater lakes. Global Biogeochem Cycles. doi:10.1029/2010GB003815
Tranvik LJ, Downing JA, Cotner JB et al (2009) Lakes and reservoirs as regulators of carbon cycling and climate. Limnol Oceangr 54:2298–2314
Watters JR, Stanley EH (2007) Stream channels in peatlands: the role of biological processes in controlling channel form. Geomorphology 89:97–110. doi:10.1016/j.geomorph.2006.07.015
Weyhenmeyer GA, Fröberg M, Karltun E et al (2012) Selective decay of terrestrial organic carbon during transport from land to sea. Global Change Biol 18:349–355. doi:10.1111/j.1365-2486.2011.02544.x
Zar JH (2009) Biostatistical analysis, 5th edn. Prentice Hall, Upper Saddle River
Acknowledgments
The authors are grateful for logistical support provided by both the Trout Lake Research Station and River Ecology Lab at UW Center for Limnology. We would also like to thank Steve Carpenter, Monica Turner, Paul Hanson, and David Armstrong for early conversations that helped shape this work. This work was supported by the National Science Foundation under Cooperative Agreement #DEB-0822700, NTL LTER.
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Lottig, N.R., Buffam, I. & Stanley, E.H. Comparisons of wetland and drainage lake influences on stream dissolved carbon concentrations and yields in a north temperate lake-rich region. Aquat Sci 75, 619–630 (2013). https://doi.org/10.1007/s00027-013-0305-8
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DOI: https://doi.org/10.1007/s00027-013-0305-8


