Climate and atmospheric deposition drive the inter-annual variability and long-term trend of dissolved organic carbon flux in the conterminous United States
Abstract
The lateral flux of dissolved organic carbon (DOC) from soils to inland waters and ultimately to the ocean represents a fundamental component of the global carbon cycle. To estimate the DOC flux, we developed an empirical terrestrial-aquatic DOC fluxes model (TAF-DOC). TAF-DOC incorporates various environmental factors (e.g., meteorology, sulfur, and nitrogen deposition) that to-date have not been comprehensively considered or well-represented in existing modeling frameworks. TAF-DOC was applied to estimate spatial-temporal patterns of DOC flux and potential fates across the conterminous United States during the 1985 to 2018 time period. Our results suggest that TAF-DOC successfully characterized spatial-temporal of DOC flux. As expected, the interannual pattern of DOC flux was strongly regulated by precipitation, but the long-term trend was significantly influenced by the rate of atmospheric wet sulfur deposition. From 1985 to 2018, TAF-DOC estimated DOC loading from terrestrial to aquatic ecosystems in the conterminous United States to be 33.5 ± 2.2 TgC per year, which was roughly 0.39–0.49% of total soil organic carbon stock estimates. The dominant fate of terrestrially-derived DOC was delivery to the coastal ocean in riverine export (41%), with another 21% buried in sediment and the remaining 12.8 ± 0.4 TgC per year (38%) returned tomore »
- Authors:
-
- Univ. of Maine, Orono, ME (United States); Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States)
- Univ. of Maine, Orono, ME (United States)
- Publication Date:
- Research Org.:
- Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)
- Sponsoring Org.:
- USDOE Office of Science (SC); USDA
- OSTI Identifier:
- 1811372
- Grant/Contract Number:
- AC05-00OR22725; 2014-67003-22070
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Science of the Total Environment
- Additional Journal Information:
- Journal Volume: 771; Journal Issue: 1; Journal ID: ISSN 0048-9697
- Publisher:
- Elsevier
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 54 ENVIRONMENTAL SCIENCES; atmospheric deposition; carbon uptake; climate change; dissolved organic carbon; modeling; terrestrial-aquatic DOC flux; watershed
Citation Formats
Wei, Xinyuan, Hayes, Daniel J., Fernandez, Ivan, Fraver, Shawn, Zhao, Jianheng, and Weiskittel, Aaron. Climate and atmospheric deposition drive the inter-annual variability and long-term trend of dissolved organic carbon flux in the conterminous United States. United States: N. p., 2021.
Web. doi:10.1016/j.scitotenv.2021.145448.
Wei, Xinyuan, Hayes, Daniel J., Fernandez, Ivan, Fraver, Shawn, Zhao, Jianheng, & Weiskittel, Aaron. Climate and atmospheric deposition drive the inter-annual variability and long-term trend of dissolved organic carbon flux in the conterminous United States. United States. https://doi.org/10.1016/j.scitotenv.2021.145448
Wei, Xinyuan, Hayes, Daniel J., Fernandez, Ivan, Fraver, Shawn, Zhao, Jianheng, and Weiskittel, Aaron. Thu .
"Climate and atmospheric deposition drive the inter-annual variability and long-term trend of dissolved organic carbon flux in the conterminous United States". United States. https://doi.org/10.1016/j.scitotenv.2021.145448. https://www.osti.gov/servlets/purl/1811372.
@article{osti_1811372,
title = {Climate and atmospheric deposition drive the inter-annual variability and long-term trend of dissolved organic carbon flux in the conterminous United States},
author = {Wei, Xinyuan and Hayes, Daniel J. and Fernandez, Ivan and Fraver, Shawn and Zhao, Jianheng and Weiskittel, Aaron},
abstractNote = {The lateral flux of dissolved organic carbon (DOC) from soils to inland waters and ultimately to the ocean represents a fundamental component of the global carbon cycle. To estimate the DOC flux, we developed an empirical terrestrial-aquatic DOC fluxes model (TAF-DOC). TAF-DOC incorporates various environmental factors (e.g., meteorology, sulfur, and nitrogen deposition) that to-date have not been comprehensively considered or well-represented in existing modeling frameworks. TAF-DOC was applied to estimate spatial-temporal patterns of DOC flux and potential fates across the conterminous United States during the 1985 to 2018 time period. Our results suggest that TAF-DOC successfully characterized spatial-temporal of DOC flux. As expected, the interannual pattern of DOC flux was strongly regulated by precipitation, but the long-term trend was significantly influenced by the rate of atmospheric wet sulfur deposition. From 1985 to 2018, TAF-DOC estimated DOC loading from terrestrial to aquatic ecosystems in the conterminous United States to be 33.5 ± 2.2 TgC per year, which was roughly 0.39–0.49% of total soil organic carbon stock estimates. The dominant fate of terrestrially-derived DOC was delivery to the coastal ocean in riverine export (41%), with another 21% buried in sediment and the remaining 12.8 ± 0.4 TgC per year (38%) returned to the atmosphere through outgassing from inland waters. Finally, assuming the quantities of DOC sediment burial and export to the ocean as an annual sink of terrestrially-derived carbon, budget inventories and models that do not account for DOC flux in the conterminous United States will underestimate the net annual carbon sink by as much as 5.5–6.4%.},
doi = {10.1016/j.scitotenv.2021.145448},
journal = {Science of the Total Environment},
number = 1,
volume = 771,
place = {United States},
year = {Thu Jan 28 00:00:00 EST 2021},
month = {Thu Jan 28 00:00:00 EST 2021}
}
Works referenced in this record:
Fine-scale temporal characterization of trends in soil water dissolved organic carbon and potential drivers
journal, September 2016
- Sawicka, K.; Monteith, D. T.; Vanguelova, E. I.
- Ecological Indicators, Vol. 68
New Insights into the Source of Decadal Increases of Dissolved Organic Matter in Acid-Sensitive Lakes of the Northeastern United States
journal, February 2012
- SanClements, Michael D.; Oelsner, Gretchen P.; McKnight, Diane M.
- Environmental Science & Technology, Vol. 46, Issue 6
Significant efflux of carbon dioxide from streams and rivers in the United States
journal, October 2011
- Butman, David; Raymond, Peter A.
- Nature Geoscience, Vol. 4, Issue 12
A review of the export of carbon in river water: Fluxes and processes
journal, January 1994
- Hope, D.; Billett, M. F.; Cresser, M. S.
- Environmental Pollution, Vol. 84, Issue 3
Representation of dissolved organic carbon in the JULES land surface model (vn4.4_JULES-DOCM)
journal, January 2018
- Nakhavali, Mahdi; Friedlingstein, Pierre; Lauerwald, Ronny
- Geoscientific Model Development, Vol. 11, Issue 2
Biodegradability of Dissolved Organic Matter in Forest Throughfall, Soil Solution, and Stream Water
journal, January 1992
- Qualls, Robert G.; Haines, Bruce L.
- Soil Science Society of America Journal, Vol. 56, Issue 2
Chapter 2: The North American Carbon Budget. Second State of the Carbon Cycle Report
report, January 2018
- Hayes, D. J.; Vargas, R.; Alin, S. R.
- Second State of the Carbon Cycle Report (SOCCR2)
Terrestrial carbon inputs to inland waters: A current synthesis of estimates and uncertainty: Terrestrial carbon inputs to inland waters
journal, November 2017
- Drake, Travis W.; Raymond, Peter A.; Spencer, Robert G. M.
- Limnology and Oceanography Letters, Vol. 3, Issue 3
Century-long increasing trend and variability of dissolved organic carbon export from the Mississippi River basin driven by natural and anthropogenic forcing: Export of DOC from the Mississippi River
journal, September 2016
- Ren, Wei; Tian, Hanqin; Cai, Wei-Jun
- Global Biogeochemical Cycles, Vol. 30, Issue 9
Insights and issues with simulating terrestrial DOC loading of Arctic river networks
journal, December 2013
- Kicklighter, David W.; Hayes, Daniel J.; McClelland, James W.
- Ecological Applications, Vol. 23, Issue 8
The boundless carbon cycle
journal, September 2009
- Battin, Tom J.; Luyssaert, Sebastiaan; Kaplan, Louis A.
- Nature Geoscience, Vol. 2, Issue 9
The superior effect of nature based solutions in land management for enhancing ecosystem services
journal, January 2018
- Keesstra, Saskia; Nunes, Joao; Novara, Agata
- Science of The Total Environment, Vol. 610-611
Spatial and seasonal dynamics of total suspended sediment and organic carbon species in the Congo River: DYNAMICS OF TSS, POC, AND DOC IN THE CONGO RIVER
journal, December 2005
- Coynel, Alexandra; Seyler, Patrick; Etcheber, Henri
- Global Biogeochemical Cycles, Vol. 19, Issue 4
Forest harvest legacies control dissolved organic carbon export in small watersheds, western Oregon
journal, September 2018
- Lajtha, Kate; Jones, Julia
- Biogeochemistry, Vol. 140, Issue 3
Fate of Allochthonous Dissolved Organic Carbon in Lakes: A Quantitative Approach
journal, July 2011
- Hanson, Paul C.; Hamilton, David P.; Stanley, Emily H.
- PLoS ONE, Vol. 6, Issue 7
Importance of the Water Table in Controlling Dissolved Carbon along a Fen Nutrient Gradient
journal, November 2010
- Webster, Kara L.; McLaughlin, James W.
- Soil Science Society of America Journal, Vol. 74, Issue 6
Modeling the mechanisms that control in-stream dissolved organic carbon dynamics in upland and forested catchments: MODELING SURFACE WATER DOC
journal, February 2007
- Futter, M. N.; Butterfield, D.; Cosby, B. J.
- Water Resources Research, Vol. 43, Issue 2
Experimental evaluation of methods to quantify dissolved organic nitrogen (DON) and dissolved organic carbon (DOC) in soil
journal, May 2006
- Jones, D.; Willett, V.
- Soil Biology and Biochemistry, Vol. 38, Issue 5
Modeling Global Riverine DOC Flux Dynamics From 1951 to 2015
journal, February 2019
- Li, Mingxu; Peng, Changhui; Zhou, Xiaolu
- Journal of Advances in Modeling Earth Systems, Vol. 11, Issue 2
Dissolved Organic Carbon in Terrestrial Ecosystems: Synthesis and a Model
journal, January 2001
- Neff, Jason C.; Asner, Gregory P.
- Ecosystems, Vol. 4, Issue 1
Reconciling estimates of the contemporary North American carbon balance among terrestrial biosphere models, atmospheric inversions, and a new approach for estimating net ecosystem exchange from inventory-based data
journal, January 2012
- Hayes, Daniel J.; Turner, David P.; Stinson, Graham
- Global Change Biology, Vol. 18, Issue 4
Carbon export by rivers draining the conterminous United States
journal, October 2012
- Stets, Edward; Striegl, Robert
- Inland Waters, Vol. 2, Issue 4
A comparison of sensitivity analysis and error analysis based on a stream ecosystem model
journal, April 1981
- Gardner, R. H.; O'Neill, R. V.; Mankin, J. B.
- Ecological Modelling, Vol. 12, Issue 3
Selective decay of terrestrial organic carbon during transport from land to sea
journal, October 2011
- Weyhenmeyer, Gesa A.; Fröberg, Mats; Karltun, Erik
- Global Change Biology, Vol. 18, Issue 1
Methods to Detect Edge Effected Reductions in Fire Frequency in Simulated Forest Landscapes
journal, June 2019
- Wei, Xinyuan; Larsen, Chris P. S.
- ISPRS International Journal of Geo-Information, Vol. 8, Issue 6
Effects of nitrogen deposition on carbon cycle in terrestrial ecosystems of China: A meta-analysis
journal, November 2015
- Chen, Hao; Li, Dejun; Gurmesa, Geshere A.
- Environmental Pollution, Vol. 206
Global change-driven effects on dissolved organic matter composition: Implications for food webs of northern lakes
journal, April 2018
- Creed, Irena F.; Bergström, Ann-Kristin; Trick, Charles G.
- Global Change Biology, Vol. 24, Issue 8
Fire reduces riverine DOC concentration draining a watershed and alters post-fire DOC recovery patterns
journal, January 2021
- Wei, Xinyuan; Hayes, Daniel J.; Fernandez, Ivan
- Environmental Research Letters, Vol. 16, Issue 2
Plumbing the Global Carbon Cycle: Integrating Inland Waters into the Terrestrial Carbon Budget
journal, February 2007
- Cole, J. J.; Prairie, Y. T.; Caraco, N. F.
- Ecosystems, Vol. 10, Issue 1
Global Carbon Budget 2019
journal, January 2019
- Friedlingstein, Pierre; Jones, Matthew W.; O'Sullivan, Michael
- Earth System Science Data, Vol. 11, Issue 4
Microbial formation of stable soil carbon is more efficient from belowground than aboveground input
journal, November 2018
- Sokol, Noah W.; Bradford, Mark A.
- Nature Geoscience, Vol. 12, Issue 1
Ecosystem Consequences of Changing Inputs of Terrestrial Dissolved Organic Matter to Lakes: Current Knowledge and Future Challenges
journal, February 2015
- Solomon, Christopher T.; Jones, Stuart E.; Weidel, Brian C.
- Ecosystems, Vol. 18, Issue 3
Dissolved organic carbon and dissolved organic nitrogen export from forested watersheds in Nova Scotia: Identifying controlling factors: DOC AND DON EXPORT
journal, December 2005
- Aitkenhead-Peterson, J. A.; Alexander, J. E.; Clair, T. A.
- Global Biogeochemical Cycles, Vol. 19, Issue 4
Hydrological and biogeochemical controls on watershed dissolved organic matter transport: pulse-shunt concept
journal, January 2016
- Raymond, Peter A.; Saiers, James E.; Sobczak, William V.
- Ecology, Vol. 97, Issue 1
Dissolved organic matter in soil: challenging the paradigm of sorptive preservation
journal, May 2003
- Guggenberger, Georg; Kaiser, Klaus
- Geoderma, Vol. 113, Issue 3-4
Organic carbon decomposition rates controlled by water retention time across inland waters
journal, May 2016
- Catalán, Núria; Marcé, Rafael; Kothawala, Dolly N.
- Nature Geoscience, Vol. 9, Issue 7
Event controlled DOC export from forested watersheds
journal, March 2010
- Raymond, Peter A.; Saiers, James E.
- Biogeochemistry, Vol. 100, Issue 1-3
Conventional intensive logging promotes loss of organic carbon from the mineral soil
journal, July 2016
- Dean, Christopher; Kirkpatrick, James B.; Friedland, Andrew J.
- Global Change Biology, Vol. 23, Issue 1
Forest sources and pathways of organic matter transport to a blackwater stream: a hydrologic approach
journal, January 1994
- Dosskey, MichaelG.; Bertsch, PaulM.
- Biogeochemistry, Vol. 24, Issue 1
Aquatic carbon cycling in the conterminous United States and implications for terrestrial carbon accounting
journal, December 2015
- Butman, David; Stackpoole, Sarah; Stets, Edward
- Proceedings of the National Academy of Sciences, Vol. 113, Issue 1
Dynamics of biodegradable DOC produced by freshwater plankton communities
journal, January 2000
- Søndergaard, M.; Borch, Nh; Riemann, B.
- Aquatic Microbial Ecology, Vol. 23
Increased carbon transport in the Hudson River: unexpected consequence of nitrogen deposition?
journal, April 2005
- Findlay, Stuart EG
- Frontiers in Ecology and the Environment, Vol. 3, Issue 3
Simulating Dissolved Organic Carbon Dynamics at the Swedish Integrated Monitoring Sites with the Integrated Catchments Model for Carbon, INCA-C
journal, December 2011
- Futter, M. N.; Löfgren, S.; Köhler, S. J.
- AMBIO, Vol. 40, Issue 8
Weighted Regressions on Time, Discharge, and Season (WRTDS), with an Application to Chesapeake Bay River Inputs1: Weighted Regressions on Time, Discharge, and Season (WRTDS), With an Application to Chesapeake Bay River Inputs
journal, September 2010
- Hirsch, Robert M.; Moyer, Douglas L.; Archfield, Stacey A.
- JAWRA Journal of the American Water Resources Association, Vol. 46, Issue 5
A new generation of the United States National Land Cover Database: Requirements, research priorities, design, and implementation strategies
journal, December 2018
- Yang, Limin; Jin, Suming; Danielson, Patrick
- ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 146
The significance of soils and soil science towards realization of the United Nations Sustainable Development Goals
journal, January 2016
- Keesstra, Saskia D.; Bouma, Johan; Wallinga, Jakob
- SOIL, Vol. 2, Issue 2
The role of wetland coverage within the near‐stream zone in predicting of seasonal stream export chemistry from forested headwater catchments
journal, March 2019
- Casson, Nora J.; Eimers, M. Catherine; Watmough, Shaun A.
- Hydrological Processes, Vol. 33, Issue 10
Soil C:N ratio as a predictor of annual riverine DOC flux at local and global scales
journal, March 2000
- Aitkenhead, J. A.; McDowell, W. H.
- Global Biogeochemical Cycles, Vol. 14, Issue 1
Cryptic wetlands: integrating hidden wetlands in regression models of the export of dissolved organic carbon from forested landscapes
journal, January 2003
- Creed, I. F.; Sanford, S. E.; Beall, F. D.
- Hydrological Processes, Vol. 17, Issue 18
The role of topography on catchment-scale water residence time: CATCHMENT-SCALE WATER RESIDENCE TIME
journal, May 2005
- McGuire, K. J.; McDonnell, J. J.; Weiler, M.
- Water Resources Research, Vol. 41, Issue 5
Effect of fire on dissolved organic carbon and inorganic solutes in spruce forest in the permafrost region of interior Alaska
journal, February 2003
- Shibata, Hideaki; Petrone, Kevin C.; Hinzman, Larry D.
- Soil Science and Plant Nutrition, Vol. 49, Issue 1