Evaluation of wetland methane emissions across North America using atmospheric data and inverse modeling
Abstract
Existing estimates of methane (CH4) fluxes from North American wetlands vary widely in both magnitude and distribution. In light of these differences, this study uses atmospheric CH4 observations from the US and Canada to analyze seven different bottom-up, wetland CH4 estimates reported in a recent model comparison project. We first use synthetic data to explore whether wetland CH4 fluxes are detectable at atmospheric observation sites. We find that the observation network can detect aggregate wetland fluxes from both eastern and western Canada but generally not from the US. Based upon these results, we then use real data and inverse modeling results to analyze the magnitude, seasonality, and spatial distribution of each model estimate. The magnitude of Canadian fluxes in many models is larger than indicated by atmospheric observations. Many models predict a seasonality that is narrower than implied by inverse modeling results, possibly indicating an oversensitivity to air or soil temperatures. The LPJ-Bern and SDGVM models have a geographic distribution that is most consistent with atmospheric observations, depending upon the region and season. Lastly, these models utilize land cover maps or dynamic modeling to estimate wetland coverage while most other models rely primarily on remote sensing inundation data.
- Authors:
-
- Harvard Univ., Cambridge, MA (United States)
- Environment Canada, Victoria (Canada)
- National Oceanic and Atmospheric Administration, Boulder, CO (United States)
- European Commission Joint Research Centre, Ispra (Italy)
- Carnegie Institution for Science, Stanford, CA (United States)
- Univ. of Colorado, Boulder, CO (United States)
- Environment and Climate Change Canada, Toronto (Canada)
- Publication Date:
- Research Org.:
- Krell Inst., Ames, IA (United States)
- Sponsoring Org.:
- USDOE
- OSTI Identifier:
- 1253170
- Grant/Contract Number:
- FG02-97ER25308
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Biogeosciences (Online)
- Additional Journal Information:
- Journal Name: Biogeosciences (Online); Journal Volume: 13; Journal Issue: 4; Journal ID: ISSN 1726-4189
- Publisher:
- European Geosciences Union
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 54 ENVIRONMENTAL SCIENCES
Citation Formats
Miller, Scot M., Commane, Roisin, Melton, Joe R., Andrews, Arlyn E., Benmergui, Joshua, Dlugokencky, Edward J., Janssens-Maenhout, Greet, Michalak, Anna M., Sweeney, Colm, and Worthy, Doug E. J. Evaluation of wetland methane emissions across North America using atmospheric data and inverse modeling. United States: N. p., 2016.
Web. doi:10.5194/bg-13-1329-2016.
Miller, Scot M., Commane, Roisin, Melton, Joe R., Andrews, Arlyn E., Benmergui, Joshua, Dlugokencky, Edward J., Janssens-Maenhout, Greet, Michalak, Anna M., Sweeney, Colm, & Worthy, Doug E. J. Evaluation of wetland methane emissions across North America using atmospheric data and inverse modeling. United States. doi:10.5194/bg-13-1329-2016.
Miller, Scot M., Commane, Roisin, Melton, Joe R., Andrews, Arlyn E., Benmergui, Joshua, Dlugokencky, Edward J., Janssens-Maenhout, Greet, Michalak, Anna M., Sweeney, Colm, and Worthy, Doug E. J. Wed .
"Evaluation of wetland methane emissions across North America using atmospheric data and inverse modeling". United States. doi:10.5194/bg-13-1329-2016. https://www.osti.gov/servlets/purl/1253170.
@article{osti_1253170,
title = {Evaluation of wetland methane emissions across North America using atmospheric data and inverse modeling},
author = {Miller, Scot M. and Commane, Roisin and Melton, Joe R. and Andrews, Arlyn E. and Benmergui, Joshua and Dlugokencky, Edward J. and Janssens-Maenhout, Greet and Michalak, Anna M. and Sweeney, Colm and Worthy, Doug E. J.},
abstractNote = {Existing estimates of methane (CH4) fluxes from North American wetlands vary widely in both magnitude and distribution. In light of these differences, this study uses atmospheric CH4 observations from the US and Canada to analyze seven different bottom-up, wetland CH4 estimates reported in a recent model comparison project. We first use synthetic data to explore whether wetland CH4 fluxes are detectable at atmospheric observation sites. We find that the observation network can detect aggregate wetland fluxes from both eastern and western Canada but generally not from the US. Based upon these results, we then use real data and inverse modeling results to analyze the magnitude, seasonality, and spatial distribution of each model estimate. The magnitude of Canadian fluxes in many models is larger than indicated by atmospheric observations. Many models predict a seasonality that is narrower than implied by inverse modeling results, possibly indicating an oversensitivity to air or soil temperatures. The LPJ-Bern and SDGVM models have a geographic distribution that is most consistent with atmospheric observations, depending upon the region and season. Lastly, these models utilize land cover maps or dynamic modeling to estimate wetland coverage while most other models rely primarily on remote sensing inundation data.},
doi = {10.5194/bg-13-1329-2016},
journal = {Biogeosciences (Online)},
number = 4,
volume = 13,
place = {United States},
year = {2016},
month = {3}
}
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