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Ecosystems

, Volume 22, Issue 4, pp 805–817 | Cite as

Drainage Ratio as a Strong Predictor of Allochthonous Carbon Budget in Hemiboreal Lakes

  • Fabien CremonaEmail author
  • Alo Laas
  • Paul C. Hanson
  • Margot Sepp
  • Peeter Nõges
  • Tiina Nõges
Article

Abstract

We assessed the allochthonous organic carbon (OC) budgets for thirteen hemiboreal lakes using a simple equilibrium model coupled with a Bayesian framework for estimating parameter distribution and uncertainty. Model inputs consisted of hydrological, bathymetric and chemical data that are easily measurable at the lake and basin scale. Among the model outputs were mean OC loads (5–123 g m−2 y−1), exports (1.10−3–108 g m−2 y−1), mineralization (3–12 g m−2 y−1), and sedimentation (2–6 g m−2 y−1). “Active” lake-catchment systems received and emitted the largest amounts of allochthonous OC, whereas lakes depending mostly on atmospheric inputs exhibited much more modest OC fluxes. Simulated organic carbon retention varied accordingly from 12% in some drainage lakes to 99% in seepage lakes. Lake allochthonous OC loads and exports were strongly correlated to drainage ratio (catchment area/lake area, R2: 0.89 and 0.92, respectively) and to forest ratio (catchment forested area/lake area, R2: 0.86 and 0.89), but not to wetland ratio. The simplicity of the model makes it easily transposable to a large variety of lakes. For a better insight into carbon processing, we suggest to follow a more integrative approach accounting for interactions between lake hydrology and catchment land cover.

Graphical Abstract

Key words

dissolved organic carbon drainage ratio lake hydrology allochthonous organic matter carbon mineralization modeling 

Notes

Acknowledgements

The authors are grateful to Hilary Dugan (University of Wisconsin-Madison) for assistance during the coding process and Sirje Vilbaste (Estonian University of Life Sciences). This research was funded by Estonian Research Council grants (PUT 777, PSG 32) by IUT 21-2 of the Estonian Ministry of Education and Research, and by MARS project (Managing Aquatic ecosystems and water Resources under multiple Stress) funded under the 7th EU Framework Programme, Theme 6 (Environment including Climate Change), Contract No.: 603378 (http://www.mars-project.eu), as well as the USA NTL LTER program.

Supplementary material

10021_2018_304_MOESM1_ESM.docx (95 kb)
Supplementary material 1 (DOCX 94 kb)

References

  1. Algesten G, Sobek S, Bergström A-K, Ågren A, Tranvik LJ, Jansson M. 2004. Role of lakes for organic carbon cycling in the boreal zone. Glob Change Biol 10:141–7.  https://doi.org/10.1111/j.1365-2486.2003.00721.x.CrossRefGoogle Scholar
  2. Cardille JA, Carpenter SR, Coe MT, Foley JA, Hanson PC, Turner MG, Vano JA. 2007. Carbon and water cycling in lake-rich landscapes: landscape connections, lake hydrology, and biogeochemistry. J Geophys Res 112:1–18.CrossRefGoogle Scholar
  3. Cremona F, Kõiv T, Nõges P, Pall P, Rõõm E-I, Feldmann T, Viik M, Nõges T. 2014a. Dynamic carbon budget of a large shallow lake assessed by a mass balance approach. Hydrobiologia 731:109–23.CrossRefGoogle Scholar
  4. Cremona F, Laas A, Nõges P, Nõges T. 2014b. High-frequency data within a modeling framework: On the benefit of assessing uncertainties of lake metabolism. Ecol Model 294:27–35.CrossRefGoogle Scholar
  5. Cremona F, Laas A, Nõges P, Nõges T. 2016. An estimation of diel metabolic rates of eight limnological archetypes from Estonia using high-frequency measurements. Inland Waters 6:352–63.CrossRefGoogle Scholar
  6. Dillon PJ, Molot LA. 1997. Effect of landscape form on export of dissolved organic carbon, iron, and phosphorus from forested stream catchments. Water Resour Res 33:2591–600.CrossRefGoogle Scholar
  7. EN 1484. 1997. Water analysis—guidelines for the determination of total organic carbon (TOC) and dissolved organic carbon (DOC).Google Scholar
  8. Fee EJ, Hecky RE, Kasian SE, Cruikshank D. 1996. Potential size-related effects of climate change on mixing depths in Canadian Shield Lakes. Limnol Oceanogr 41:912–20.CrossRefGoogle Scholar
  9. Ferland ME, Prairie YT, Teodoru C, del Giorgio PA. 2014. Linking organic carbon sedimentation, burial efficiency, and long-term accumulation in boreal lakes. J Geophys Res: Biogeosci 119:836–47.CrossRefGoogle Scholar
  10. 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 9:1377–90.CrossRefGoogle Scholar
  11. Godwin SC, Jones SE, Weidel BC, Solomon CT. 2014. Dissolved organic carbon concentration controls benthic primary production: results from in situ chambers in north-temperate lakes. Limnol Oceanogr 59:2112–20.CrossRefGoogle Scholar
  12. Hanson PC, Hamilton DP, Stanley EH, Preston N, Langman OC, Kara EL. 2011. Fate of allochthonous organic carbon in lakes: a quantitative approach. PLoS ONE 6:1–12.  https://doi.org/10.1371/journal.pone.0021884.CrossRefGoogle Scholar
  13. Hanson PC, Buffam I, Rusak JA, Stanley EH, Watras C. 2014. Quantifying lake allochthonous organic carbon budgets using a simple equilibrium model. Limnol Oceanogr 59:167–81.CrossRefGoogle Scholar
  14. Hanson PC, Pace ML, Carpenter SR, Cole JJ, Stanley EH. 2015. Integrating landscape carbon cycling: research needs for resolving organic carbon budgets of lakes. Ecosystems 18:363–75.CrossRefGoogle Scholar
  15. Heathcote AJ, Anderson NJ, Prairie YT, Engstrom DR, del Giorgio PA. 2015. Large increases in carbon burial in northern lakes during the Anthropocene. Nat Commun 6:10016.CrossRefPubMedPubMedCentralGoogle Scholar
  16. Jones RJ, Hiederer R, Rusco E, Montanarella L. 2005. Estimating organic carbon in the soils of Europe for policy support. Eur J Soil Sci 56:655–71.CrossRefGoogle Scholar
  17. Kortelainen P. 1993. Content of total organic carbon in Finnish lakes and its relationship to catchment characteristics. Can J Fish Aquat Sci 50:1477–83.CrossRefGoogle Scholar
  18. Laas A, Cremona F, Meinson P, Rõõm EI, Nõges T, Nõges P. 2016. Summer depth distribution profiles of dissolved CO2 and O2 in shallow temperate lakes reveal trophic state and lake type specific differences. Sci Total Environ 566:63–75.CrossRefPubMedGoogle Scholar
  19. Lele SR, Dennis B. 2009. Bayesian methods for hierarchical models: are ecologists making a Faustian bargain. Ecol Appl 19:581–4.CrossRefPubMedGoogle Scholar
  20. Lunn D, Spiegelhalter D, Thomas A, Best N. 2009. The BUGS project: evolution, critique and future directions. Stat Med 28:3049–67.CrossRefPubMedGoogle Scholar
  21. Mendonça R, Müller RA, Clow D, Verpoorter C, Raymond P, Tranvik LJ, Sobek S. 2017. Organic carbon burial in global lakes and reservoirs. Nat Commun 8:1694.CrossRefPubMedPubMedCentralGoogle Scholar
  22. Nõges T, Arst H, Laas A, Kauer T, Nõges P, Toming K. 2011. Reconstructed long-term time series of phytoplankton primary production of a large shallow temperate lake: the basis to assess the carbon balance and its climate sensitivity. Hydrobiologia 667:205–22.CrossRefGoogle Scholar
  23. Nõges P, Cremona F, Laas A, Martma T, Rõõm EI, Toming K, Viik M, Vilbaste S, Nõges T. 2016. Role of a productive lake in carbon sequestration within a calcareous catchment. Sci Total Environ 550:225–30.CrossRefPubMedGoogle Scholar
  24. Plummer M, Best N, Cowles K, Vines K. 2006. CODA: convergence diagnosis and output analysis for MCMC. R News 6:7–11.Google Scholar
  25. Preston ND, Carpenter SR, Cole JJ, Pace ML. 2008. Airborne carbon deposition on a remote forested lake. Aquat Sci 70:213–24.CrossRefGoogle Scholar
  26. Raymond PA, Hartmann J, Lauerwald R, Sobek S, McDonald C, Hoover M, Kortelainen P. 2013. Global carbon dioxide emissions from inland waters. Nature 503:355.CrossRefPubMedGoogle Scholar
  27. Rantala MV, Nevalainen L, Rautio M, Galkin A, Luoto TP. 2016. Sources and controls of organic carbon in lakes across the subarctic treeline. Biogeochemistry 129:235–53.CrossRefGoogle Scholar
  28. R Core Team. 2017. R: a language and environment for statistical computing. R Foundation for Statistical Computing. Austria. URL, Vienna https://www.R-project.org. Accessed Oct 2017.
  29. Schindler DW, Curtis PJ, Bayley SE, Parker BR, Beaty KG, Stainton MP. 1997. Climate-induced changes in the dissolved organic carbon budgets of boreal lakes. Biogeochemistry 36:9–28.CrossRefGoogle Scholar
  30. Schindler JE, Krabbenhoft DP. 1998. The hyporheic zone as a source of dissolved organic carbon and carbon gases to a temperate forested stream. Biogeochemistry 4:157–74.CrossRefGoogle Scholar
  31. Sepp M, Kõiv T, Nõges P, Nõges T. 2018. Do organic matter metrics included in lake surveillance monitoring in Europe provide a broad picture of brownification and enrichment with oxygen consuming substances? Sci Total Environ 610:1288–97.  https://doi.org/10.1016/j.scitotenv.2017.08.179.CrossRefPubMedGoogle Scholar
  32. Toming K, Tuvikene L, Vilbaste S, Agasild H, Kisand A, Viik M, Martma T, Jones R, Nõges T. 2013. Contributions of autochthonous and allochthonous sources to dissolved organic matter in a large, shallow, eutrophic lake with a highly calcareous catchment. Limnol Oceanogr 58:1259–70.CrossRefGoogle Scholar
  33. Tranvik LJ, Jansson M. 2002. Climate change (communications arising): terrestrial export of organic carbon. Nature 415:861–2.CrossRefGoogle Scholar
  34. Tranvik LJ and others 2009. Lakes and reservoirs as regulators of carbon cycling and climate. Limnol Oceanogr 54:2298–314.CrossRefGoogle Scholar
  35. Vachon D, Prairie YT, Guillemette F, del Giorgio PA. 2017. Modeling allochthonous dissolved organic carbon mineralization under variable hydrologic regimes in boreal lakes. Ecosystems 20:781–95.CrossRefGoogle Scholar
  36. Valinia S, Futter MN, Cosby BJ, Rosén P, Fölster J. 2014. Simple models to estimate historical and recent changes of total organic carbon concentrations in lakes. Environ Sci Technol 49:386–94.CrossRefPubMedGoogle Scholar
  37. Weyhenmeyer GA, Fröberg M, Karltun E, Khalili M, Kothawala D, Temnerud J, Tranvik LJ. 2012. Selective decay of terrestrial organic carbon during transport from land to sea. Glob Change Biol 18:349–55.CrossRefGoogle Scholar

Copyright information

© Springer Science+Business Media, LLC, part of Springer Nature 2018

Authors and Affiliations

  • Fabien Cremona
    • 1
    Email author
  • Alo Laas
    • 1
  • Paul C. Hanson
    • 2
  • Margot Sepp
    • 1
  • Peeter Nõges
    • 1
  • Tiina Nõges
    • 1
  1. 1.Chair of Hydrobiology and Fishery, Institute of Agricultural and Environmental SciencesEstonian University of Life SciencesTartu, TartumaaEstonia
  2. 2.Center for LimnologyUniversity of WisconsinMadisonUSA

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