Inverse modeling of pan-Arctic methane emissions at high spatial resolution: what can we learn from assimilating satellite retrievals and using different process-based wetland and lake biogeochemical models?
Abstract
Abstract. Understanding methane emissions from the Arctic, a fast-warming carbon reservoir, is important for projecting future changes in the global methane cycle. Here we optimized methane emissions from north of 60°N (pan-Arctic) regions using a nested-grid high-resolution inverse model that assimilates both high-precision surface measurements and column-average SCanning Imaging Absorption spectroMeter for Atmospheric CHartogrphY (SCIAMACHY) satellite retrievals of methane mole fraction. For the first time, methane emissions from lakes were integrated into an atmospheric transport and inversion estimate, together with prior wetland emissions estimated with six biogeochemical models. In our estimates, in 2005, global methane emissions were in the range of 496.4–511.5Tgyr–1, and pan-Arctic methane emissions were in the range of 11.9–28.5Tgyr–1. Methane emissions from pan-Arctic wetlands and lakes were 5.5–14.2 and 2.4–14.2Tgyr–1, respectively. Methane emissions from Siberian wetlands and lakes are the largest and also have the largest uncertainty. Our results indicate that the uncertainty introduced by different wetland models could be much larger than the uncertainty of each inversion. We also show that assimilating satellite retrievals can reduce the uncertainty of the nested-grid inversions. The significance of lake emissions cannot be identified across the pan-Arctic by high-resolution inversions, but it is possible to identify high lake emissions frommore »
- Publication Date:
- Research Org.:
- Purdue Univ., West Lafayette, IN (United States)
- Sponsoring Org.:
- USDOE Office of Science (SC), Biological and Environmental Research (BER)
- OSTI Identifier:
- 1328713
- Alternate Identifier(s):
- OSTI ID: 1465820
- Grant/Contract Number:
- FG02-08ER64599; AC02-05CH11231
- Resource Type:
- Published Article
- Journal Name:
- Atmospheric Chemistry and Physics (Online)
- Additional Journal Information:
- Journal Name: Atmospheric Chemistry and Physics (Online) Journal Volume: 16 Journal Issue: 19; Journal ID: ISSN 1680-7324
- Publisher:
- Copernicus Publications, EGU
- Country of Publication:
- Germany
- Language:
- English
- Subject:
- 58 GEOSCIENCES
Citation Formats
Tan, Zeli, Zhuang, Qianlai, Henze, Daven K., Frankenberg, Christian, Dlugokencky, Ed, Sweeney, Colm, Turner, Alexander J., Sasakawa, Motoki, and Machida, Toshinobu. Inverse modeling of pan-Arctic methane emissions at high spatial resolution: what can we learn from assimilating satellite retrievals and using different process-based wetland and lake biogeochemical models?. Germany: N. p., 2016.
Web. doi:10.5194/acp-16-12649-2016.
Tan, Zeli, Zhuang, Qianlai, Henze, Daven K., Frankenberg, Christian, Dlugokencky, Ed, Sweeney, Colm, Turner, Alexander J., Sasakawa, Motoki, & Machida, Toshinobu. Inverse modeling of pan-Arctic methane emissions at high spatial resolution: what can we learn from assimilating satellite retrievals and using different process-based wetland and lake biogeochemical models?. Germany. https://doi.org/10.5194/acp-16-12649-2016
Tan, Zeli, Zhuang, Qianlai, Henze, Daven K., Frankenberg, Christian, Dlugokencky, Ed, Sweeney, Colm, Turner, Alexander J., Sasakawa, Motoki, and Machida, Toshinobu. Wed .
"Inverse modeling of pan-Arctic methane emissions at high spatial resolution: what can we learn from assimilating satellite retrievals and using different process-based wetland and lake biogeochemical models?". Germany. https://doi.org/10.5194/acp-16-12649-2016.
@article{osti_1328713,
title = {Inverse modeling of pan-Arctic methane emissions at high spatial resolution: what can we learn from assimilating satellite retrievals and using different process-based wetland and lake biogeochemical models?},
author = {Tan, Zeli and Zhuang, Qianlai and Henze, Daven K. and Frankenberg, Christian and Dlugokencky, Ed and Sweeney, Colm and Turner, Alexander J. and Sasakawa, Motoki and Machida, Toshinobu},
abstractNote = {Abstract. Understanding methane emissions from the Arctic, a fast-warming carbon reservoir, is important for projecting future changes in the global methane cycle. Here we optimized methane emissions from north of 60°N (pan-Arctic) regions using a nested-grid high-resolution inverse model that assimilates both high-precision surface measurements and column-average SCanning Imaging Absorption spectroMeter for Atmospheric CHartogrphY (SCIAMACHY) satellite retrievals of methane mole fraction. For the first time, methane emissions from lakes were integrated into an atmospheric transport and inversion estimate, together with prior wetland emissions estimated with six biogeochemical models. In our estimates, in 2005, global methane emissions were in the range of 496.4–511.5Tgyr–1, and pan-Arctic methane emissions were in the range of 11.9–28.5Tgyr–1. Methane emissions from pan-Arctic wetlands and lakes were 5.5–14.2 and 2.4–14.2Tgyr–1, respectively. Methane emissions from Siberian wetlands and lakes are the largest and also have the largest uncertainty. Our results indicate that the uncertainty introduced by different wetland models could be much larger than the uncertainty of each inversion. We also show that assimilating satellite retrievals can reduce the uncertainty of the nested-grid inversions. The significance of lake emissions cannot be identified across the pan-Arctic by high-resolution inversions, but it is possible to identify high lake emissions from some specific regions. In contrast to global inversions, high-resolution nested-grid inversions perform better in estimating near-surface methane concentrations.},
doi = {10.5194/acp-16-12649-2016},
journal = {Atmospheric Chemistry and Physics (Online)},
number = 19,
volume = 16,
place = {Germany},
year = {Wed Oct 12 00:00:00 EDT 2016},
month = {Wed Oct 12 00:00:00 EDT 2016}
}
Free Publicly Available Full Text
Publisher's Version of Record
https://doi.org/10.5194/acp-16-12649-2016
https://doi.org/10.5194/acp-16-12649-2016
Other availability
Search WorldCat to find libraries that may hold this journal
Cited by: 21 works
Citation information provided by
Web of Science
Web of Science
Save to My Library
You must Sign In or Create an Account in order to save documents to your library.
Works referenced in this record:
Anthropogenic emissions of methane in the United States
journal, November 2013
- Miller, S. M.; Wofsy, S. C.; Michalak, A. M.
- Proceedings of the National Academy of Sciences, Vol. 110, Issue 50
Methane emissions in East Asia for 2000-2011 estimated using an atmospheric Bayesian inversion: METHANE EMISSIONS IN EAST ASIA
journal, May 2015
- Thompson, R. L.; Stohl, A.; Zhou, L. X.
- Journal of Geophysical Research: Atmospheres, Vol. 120, Issue 9
Seasonal climatology of CO 2 across North America from aircraft measurements in the NOAA/ESRL Global Greenhouse Gas Reference Network : VERTICAL CLIMATOLOGY OF CO
journal, May 2015
- Sweeney, Colm; Karion, Anna; Wolter, Sonja
- Journal of Geophysical Research: Atmospheres, Vol. 120, Issue 10
Interannual growth rate variations of atmospheric CO 2 and its δ 13 C, H 2 , CH 4 , and CO between 1992 and 1999 linked to biomass burning : MULTISPECIES INTERANNUAL VARIABILITY
journal, September 2002
- Langenfelds, R. L.; Francey, R. J.; Pak, B. C.
- Global Biogeochemical Cycles, Vol. 16, Issue 3
A multi-year methane inversion using SCIAMACHY, accounting for systematic errors using TCCON measurements
journal, January 2014
- Houweling, S.; Krol, M.; Bergamaschi, P.
- Atmospheric Chemistry and Physics, Vol. 14, Issue 8
CarbonTracker-CH 4 : an assimilation system for estimating emissions of atmospheric methane
journal, January 2014
- Bruhwiler, L.; Dlugokencky, E.; Masarie, K.
- Atmospheric Chemistry and Physics, Vol. 14, Issue 16
Reduced methane growth rate explained by decreased Northern Hemisphere microbial sources
journal, August 2011
- Kai, Fuu Ming; Tyler, Stanley C.; Randerson, James T.
- Nature, Vol. 476, Issue 7359
Climate change and the permafrost carbon feedback
journal, April 2015
- Schuur, E. A. G.; McGuire, A. D.; Schädel, C.
- Nature, Vol. 520, Issue 7546
Long-term decline of global atmospheric ethane concentrations and implications for methane
journal, August 2012
- Simpson, Isobel J.; Sulbaek Andersen, Mads P.; Meinardi, Simone
- Nature, Vol. 488, Issue 7412
Renewed growth of atmospheric methane
journal, January 2008
- Rigby, M.; Prinn, R. G.; Fraser, P. J.
- Geophysical Research Letters, Vol. 35, Issue 22
Magnitude and seasonality of wetland methane emissions from the Hudson Bay Lowlands (Canada)
journal, January 2011
- Pickett-Heaps, C. A.; Jacob, D. J.; Wecht, K. J.
- Atmospheric Chemistry and Physics, Vol. 11, Issue 8
Inverse Modeling of Atmospheric Carbon Dioxide Fluxes
journal, October 2001
- Kaminski, T.
- Science, Vol. 294, Issue 5541
Modeling methane emissions from arctic lakes: Model development and site‐level study
journal, April 2015
- Tan, Zeli; Zhuang, Qianlai; Walter Anthony, Katey
- Journal of Advances in Modeling Earth Systems, Vol. 7, Issue 2
On the consistency between global and regional methane emissions inferred from SCIAMACHY, TANSO-FTS, IASI and surface measurements
journal, January 2014
- Cressot, C.; Chevallier, F.; Bousquet, P.
- Atmospheric Chemistry and Physics, Vol. 14, Issue 2
Impact of meteorology and emissions on methane trends, 1990–2004
journal, January 2006
- Fiore, Arlene M.; Horowitz, Larry W.; Dlugokencky, Edward J.
- Geophysical Research Letters, Vol. 33, Issue 12
Improved Attribution of Climate Forcing to Emissions
journal, October 2009
- Shindell, D. T.; Faluvegi, G.; Koch, D. M.
- Science, Vol. 326, Issue 5953
Reactive greenhouse gas scenarios: Systematic exploration of uncertainties and the role of atmospheric chemistry: ATMOSPHERIC CHEMISTRY AND GREENHOUSE GASES
journal, May 2012
- Prather, Michael J.; Holmes, Christopher D.; Hsu, Juno
- Geophysical Research Letters, Vol. 39, Issue 9
Inverse modelling of CH 4 emissions for 2010–2011 using different satellite retrieval products from GOSAT and SCIAMACHY
journal, January 2015
- Alexe, M.; Bergamaschi, P.; Segers, A.
- Atmospheric Chemistry and Physics, Vol. 15, Issue 1
Estimating regional methane surface fluxes: the relative importance of surface and GOSAT mole fraction measurements
journal, January 2013
- Fraser, A.; Palmer, P. I.; Feng, L.
- Atmospheric Chemistry and Physics, Vol. 13, Issue 11
Atmospheric observations of Arctic Ocean methane emissions up to 82° north
journal, April 2012
- Kort, E. A.; Wofsy, S. C.; Daube, B. C.
- Nature Geoscience, Vol. 5, Issue 5
Natural and anthropogenic methane fluxes in Eurasia: a mesoscale quantification by generalized atmospheric inversion
journal, January 2015
- Berchet, A.; Pison, I.; Chevallier, F.
- Biogeosciences, Vol. 12, Issue 18
CH 4 retrievals from space-based solar backscatter measurements: Performance evaluation against simulated aerosol and cirrus loaded scenes : EVALUATION OF CH
journal, December 2010
- Butz, A.; Hasekamp, O. P.; Frankenberg, C.
- Journal of Geophysical Research: Atmospheres, Vol. 115, Issue D24
Extensive release of methane from Arctic seabed west of Svalbard during summer 2014 does not influence the atmosphere: CH
journal, May 2016
- Myhre, C. Lund; Ferré, B.; Platt, S. M.
- Geophysical Research Letters, Vol. 43, Issue 9
Methane observations from the Greenhouse Gases Observing SATellite: Comparison to ground-based TCCON data and model calculations: GOSAT CH
journal, August 2011
- Parker, Robert; Boesch, Hartmut; Cogan, Austin
- Geophysical Research Letters, Vol. 38, Issue 15
Estimating global and North American methane emissions with high spatial resolution using GOSAT satellite data
journal, January 2015
- Turner, A. J.; Jacob, D. J.; Wecht, K. J.
- Atmospheric Chemistry and Physics, Vol. 15, Issue 12
A scalable model for methane consumption in arctic mineral soils
journal, May 2016
- Oh, Youmi; Stackhouse, Brandon; Lau, Maggie C. Y.
- Geophysical Research Letters, Vol. 43, Issue 10
Estimating wetland methane emissions from the northern high latitudes from 1990 to 2009 using artificial neural networks: METHANE EMISSIONS FROM NORTHERN WETLANDS
journal, June 2013
- Zhu, Xudong; Zhuang, Qianlai; Qin, Zhangcai
- Global Biogeochemical Cycles, Vol. 27, Issue 2
An assessment of the carbon balance of Arctic tundra: comparisons among observations, process models, and atmospheric inversions
journal, January 2012
- McGuire, A. D.; Christensen, T. R.; Hayes, D.
- Biogeosciences, Vol. 9, Issue 8
Freshwater Methane Emissions Offset the Continental Carbon Sink
journal, January 2011
- Bastviken, D.; Tranvik, L. J.; Downing, J. A.
- Science, Vol. 331, Issue 6013
NET EMISSIONS OF CH 4 AND CO 2 IN ALASKA: IMPLICATIONS FOR THE REGION'S GREENHOUSE GAS BUDGET
journal, January 2007
- Zhuang, Q.; Melillo, J. M.; McGuire, A. D.
- Ecological Applications, Vol. 17, Issue 1
Inverse Methods for Atmospheric Sounding: Theory and Practice
book, July 2000
- Rodgers, Clive D.
- Series on Atmospheric, Oceanic and Planetary Physics, Vol. 2
HEMCO v1.0: a versatile, ESMF-compliant component for calculating emissions in atmospheric models
journal, January 2014
- Keller, C. A.; Long, M. S.; Yantosca, R. M.
- Geoscientific Model Development, Vol. 7, Issue 4
Large-Scale Controls of Methanogenesis Inferred from Methane and Gravity Spaceborne Data
journal, January 2010
- Bloom, A. A.; Palmer, P. I.; Fraser, A.
- Science, Vol. 327, Issue 5963
Methane release from wetlands and watercourses in Europe
journal, March 2009
- Saarnio, S.; Winiwarter, W.; Leitão, J.
- Atmospheric Environment, Vol. 43, Issue 7
Tropical methane emissions: A revised view from SCIAMACHY onboard ENVISAT
journal, January 2008
- Frankenberg, Christian; Bergamaschi, Peter; Butz, André
- Geophysical Research Letters, Vol. 35, Issue 15
Methane emissions from pan‐Arctic lakes during the 21st century: An analysis with process‐based models of lake evolution and biogeochemistry
journal, December 2015
- Tan, Zeli; Zhuang, Qianlai
- Journal of Geophysical Research: Biogeosciences, Vol. 120, Issue 12
Global fire emissions and the contribution of deforestation, savanna, forest, agricultural, and peat fires (1997–2009)
journal, January 2010
- van der Werf, G. R.; Randerson, J. T.; Giglio, L.
- Atmospheric Chemistry and Physics, Vol. 10, Issue 23
Development of the adjoint of GEOS-Chem
journal, January 2007
- Henze, D. K.; Hakami, A.; Seinfeld, J. H.
- Atmospheric Chemistry and Physics, Vol. 7, Issue 9
Three-dimensional model synthesis of the global methane cycle
journal, January 1991
- Fung, I.; John, J.; Lerner, J.
- Journal of Geophysical Research, Vol. 96, Issue D7
The Arctic Research of the Composition of the Troposphere from Aircraft and Satellites (ARCTAS) mission: design, execution, and first results
journal, January 2010
- Jacob, D. J.; Crawford, J. H.; Maring, H.
- Atmospheric Chemistry and Physics, Vol. 10, Issue 11
Methane bubbling from Siberian thaw lakes as a positive feedback to climate warming
journal, September 2006
- Walter, K. M.; Zimov, S. A.; Chanton, J. P.
- Nature, Vol. 443, Issue 7107
Conversion of NOAA atmospheric dry air CH 4 mole fractions to a gravimetrically prepared standard scale
journal, January 2005
- Dlugokencky, E. J.
- Journal of Geophysical Research, Vol. 110, Issue D18
Modeling methane emissions from the Alaskan Yukon River basin, 1986-2005, by coupling a large-scale hydrological model and a process-based methane model: CH
journal, April 2012
- Lu, Xiaoliang; Zhuang, Qianlai
- Journal of Geophysical Research: Biogeosciences, Vol. 117, Issue G2
Comparison of adjoint and analytical Bayesian inversion methods for constraining Asian sources of carbon monoxide using satellite (MOPITT) measurements of CO columns
journal, January 2009
- Kopacz, Monika; Jacob, Daniel J.; Henze, Daven K.
- Journal of Geophysical Research, Vol. 114, Issue D4
Methane bubbling from northern lakes: present and future contributions to the global methane budget
journal, May 2007
- Walter, Katey M.; Smith, Laurence C.; Stuart Chapin, F.
- Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, Vol. 365, Issue 1856
Satellite chartography of atmospheric methane from SCIAMACHY on board ENVISAT: Analysis of the years 2003 and 2004
journal, January 2006
- Frankenberg, C.; Meirink, J. F.; Bergamaschi, P.
- Journal of Geophysical Research, Vol. 111, Issue D7
Global column-averaged methane mixing ratios from 2003 to 2009 as derived from SCIAMACHY: Trends and variability
journal, January 2011
- Frankenberg, C.; Aben, I.; Bergamaschi, P.
- Journal of Geophysical Research, Vol. 116, Issue D4
Satellite chartography of atmospheric methane from SCIAMACHY on board ENVISAT: 2. Evaluation based on inverse model simulations
journal, January 2007
- Bergamaschi, P.; Frankenberg, C.; Meirink, J. F.
- Journal of Geophysical Research, Vol. 112, Issue D2
Comparison of CH 4 inversions based on 15 months of GOSAT and SCIAMACHY observations : INVERSE MODELING OF SATELLITE RETRIEVED
journal, October 2013
- Monteil, Guillaume; Houweling, Sander; Butz, André
- Journal of Geophysical Research: Atmospheres, Vol. 118, Issue 20
Towards robust regional estimates of CO2 sources and sinks using atmospheric transport models
journal, February 2002
- Gurney, Kevin Robert; Law, Rachel M.; Denning, A. Scott
- Nature, Vol. 415, Issue 6872
Development and validation of a global database of lakes, reservoirs and wetlands
journal, August 2004
- Lehner, Bernhard; Döll, Petra
- Journal of Hydrology, Vol. 296, Issue 1-4
Multidimensional Flux-Form Semi-Lagrangian Transport Schemes
journal, September 1996
- Lin, Shian-Jiann; Rood, Richard B.
- Monthly Weather Review, Vol. 124, Issue 9
Arctic methane sources: Isotopic evidence for atmospheric inputs: ARCTIC METHANE SOURCES
journal, November 2011
- Fisher, R. E.; Sriskantharajah, S.; Lowry, D.
- Geophysical Research Letters, Vol. 38, Issue 21
Atmospheric constraints on the methane emissions from the East Siberian Shelf
journal, January 2016
- Berchet, Antoine; Bousquet, Philippe; Pison, Isabelle
- Atmospheric Chemistry and Physics, Vol. 16, Issue 6
Methane fluxes between terrestrial ecosystems and the atmosphere at northern high latitudes during the past century: A retrospective analysis with a process-based biogeochemistry model: METHANE EMISSIONS FROM NORTHERN HIGH LATITUDES
journal, August 2004
- Zhuang, Q.; Melillo, J. M.; Kicklighter, D. W.
- Global Biogeochemical Cycles, Vol. 18, Issue 3
Recent decreases in fossil-fuel emissions of ethane and methane derived from firn air
journal, August 2011
- Aydin, Murat; Verhulst, Kristal R.; Saltzman, Eric S.
- Nature, Vol. 476, Issue 7359
Inverse modelling of national and European CH<sub>4</sub> emissions using the atmospheric zoom model TM5
journal, January 2005
- Bergamaschi, P.; Krol, M.; Dentener, F.
- Atmospheric Chemistry and Physics, Vol. 5, Issue 9
Observational constraints on recent increases in the atmospheric CH 4 burden
journal, January 2009
- Dlugokencky, E. J.; Bruhwiler, L.; White, J. W. C.
- Geophysical Research Letters, Vol. 36, Issue 18
Three decades of global methane sources and sinks
journal, September 2013
- Kirschke, Stefanie; Bousquet, Philippe; Ciais, Philippe
- Nature Geoscience, Vol. 6, Issue 10
Global-scale transport of carbon dioxide in the troposphere
journal, January 2008
- Miyazaki, Kazuyuki; Patra, Prabir K.; Takigawa, Masayuki
- Journal of Geophysical Research, Vol. 113, Issue D15
No inter-hemispheric δ13CH4 trend observed
journal, June 2012
- Levin, I.; Veidt, C.; Vaughn, B. H.
- Nature, Vol. 486, Issue 7404
CO 2 and CH 4 exchanges between land ecosystems and the atmosphere in northern high latitudes over the 21st century
journal, January 2006
- Zhuang, Qianlai; Melillo, Jerry M.; Sarofim, Marcus C.
- Geophysical Research Letters, Vol. 33, Issue 17
Atmospheric methane levels off: Temporary pause or a new steady-state?
journal, January 2003
- Dlugokencky, E. J.
- Geophysical Research Letters, Vol. 30, Issue 19
Aircraft and tower measurements of CO 2 concentration in the planetary boundary layer and the lower free troposphere over southern taiga in West Siberia: Long-term records from 2002 to 2011 : VERTICAL CO
journal, August 2013
- Sasakawa, M.; Machida, T.; Tsuda, N.
- Journal of Geophysical Research: Atmospheres, Vol. 118, Issue 16
Contribution of anthropogenic and natural sources to atmospheric methane variability
journal, September 2006
- Bousquet, P.; Ciais, P.; Miller, J. B.
- Nature, Vol. 443, Issue 7110
Continuing decline in the growth rate of the atmospheric methane burden
journal, June 1998
- Dlugokencky, E. J.; Masarie, K. A.; Lang, P. M.
- Nature, Vol. 393, Issue 6684
Improved analysis-error covariance matrix for high-dimensional variational inversions: application to source estimation using a 3D atmospheric transport model: Improved Analysis-Error Covariance Estimates
journal, January 2015
- Bousserez, N.; Henze, D. K.; Perkins, A.
- Quarterly Journal of the Royal Meteorological Society, Vol. 141, Issue 690
Methane fluxes from the sea to the atmosphere across the Siberian shelf seas: CH
journal, June 2016
- Thornton, Brett F.; Geibel, Marc C.; Crill, Patrick M.
- Geophysical Research Letters, Vol. 43, Issue 11
Permafrost carbon-climate feedbacks accelerate global warming
journal, August 2011
- Koven, C. D.; Ringeval, B.; Friedlingstein, P.
- Proceedings of the National Academy of Sciences, Vol. 108, Issue 36
Inferring regional sources and sinks of atmospheric CO 2 from GOSAT XCO 2 data
journal, January 2014
- Deng, F.; Jones, D. B. A.; Henze, D. K.
- Atmospheric Chemistry and Physics, Vol. 14, Issue 7
Inverse modeling of global and regional CH 4 emissions using SCIAMACHY satellite retrievals
journal, January 2009
- Bergamaschi, Peter; Frankenberg, Christian; Meirink, Jan Fokke
- Journal of Geophysical Research, Vol. 114, Issue D22
Seasonal and interannual variability in wetland methane emissions simulated by CLM4Me' and CAM-chem and comparisons to observations of concentrations
journal, January 2015
- Meng, L.; Paudel, R.; Hess, P. G. M.
- Biogeosciences, Vol. 12, Issue 13
Natural and transboundary pollution influences on sulfate-nitrate-ammonium aerosols in the United States: Implications for policy
journal, January 2004
- Park, Rokjin J.
- Journal of Geophysical Research, Vol. 109, Issue D15
Methane on the Rise--Again
journal, January 2014
- Nisbet, E. G.; Dlugokencky, E. J.; Bousquet, P.
- Science, Vol. 343, Issue 6170
Mapping of North American methane emissions with high spatial resolution by inversion of SCIAMACHY satellite data: NORTH AMERICA METHANE EMISSION INVERSION
journal, June 2014
- Wecht, Kevin J.; Jacob, Daniel J.; Frankenberg, Christian
- Journal of Geophysical Research: Atmospheres, Vol. 119, Issue 12
Global modeling of tropospheric chemistry with assimilated meteorology: Model description and evaluation
journal, October 2001
- Bey, Isabelle; Jacob, Daniel J.; Yantosca, Robert M.
- Journal of Geophysical Research: Atmospheres, Vol. 106, Issue D19
Present state of global wetland extent and wetland methane modelling: conclusions from a model inter-comparison project (WETCHIMP)
journal, January 2013
- Melton, J. R.; Wania, R.; Hodson, E. L.
- Biogeosciences, Vol. 10, Issue 2
Comparative inverse analysis of satellite (MOPITT) and aircraft (TRACE-P) observations to estimate Asian sources of carbon monoxide: COMPARATIVE INVERSE ANALYSIS
journal, December 2004
- Heald, Colette L.; Jacob, Daniel J.; Jones, Dylan B. A.
- Journal of Geophysical Research: Atmospheres, Vol. 109, Issue D23
Quantifying the impact of model errors on top-down estimates of carbon monoxide emissions using satellite observations
journal, January 2011
- Jiang, Zhe; Jones, Dylan B. A.; Kopacz, Monika
- Journal of Geophysical Research, Vol. 116, Issue D15
Atmospheric CH 4 in the first decade of the 21st century: Inverse modeling analysis using SCIAMACHY satellite retrievals and NOAA surface measurements : CH
journal, July 2013
- Bergamaschi, P.; Houweling, S.; Segers, A.
- Journal of Geophysical Research: Atmospheres, Vol. 118, Issue 13
Methane Emissions from a Small Wind Shielded Lake Determined by Eddy Covariance, Flux Chambers, Anchored Funnels, and Boundary Model Calculations: A Comparison
journal, April 2012
- Schubert, Carsten J.; Diem, Torsten; Eugster, Werner
- Environmental Science & Technology, Vol. 46, Issue 8
Present state of global wetland extent and wetland methane modelling: methodology of a model inter-comparison project (WETCHIMP)
journal, January 2013
- Wania, R.; Melton, J. R.; Hodson, E. L.
- Geoscientific Model Development, Vol. 6, Issue 3
Atmospheric Methane: Trends and Cycles of Sources and Sinks
journal, April 2007
- Khalil, M. Aslam Khan; Butenhoff, Christopher L.; Rasmussen, Reinhold A.
- Environmental Science & Technology, Vol. 41, Issue 7
Optimized regional and interannual variability of lightning in a global chemical transport model constrained by LIS/OTD satellite data: IAV OF LIGHTNING CONSTRAINED BY LIS/OTD
journal, October 2012
- Murray, Lee T.; Jacob, Daniel J.; Logan, Jennifer A.
- Journal of Geophysical Research: Atmospheres, Vol. 117, Issue D20
Construction of non-diagonal background error covariance matrices for global chemical data assimilation
journal, January 2011
- Singh, K.; Jardak, M.; Sandu, A.
- Geoscientific Model Development, Vol. 4, Issue 2
A 3-D model analysis of the slowdown and interannual variability in the methane growth rate from 1988 to 1997: METHANE INTERANNUAL VARIABILITY
journal, August 2004
- Wang, James S.; Logan, Jennifer A.; McElroy, Michael B.
- Global Biogeochemical Cycles, Vol. 18, Issue 3
Observational constraints on the distribution, seasonality, and environmental predictors of North American boreal methane emissions
journal, February 2014
- Miller, Scot M.; Worthy, Doug E. J.; Michalak, Anna M.
- Global Biogeochemical Cycles, Vol. 28, Issue 2
Soil organic carbon pools in the northern circumpolar permafrost region: SOIL ORGANIC CARBON POOLS
journal, June 2009
- Tarnocai, C.; Canadell, J. G.; Schuur, E. A. G.
- Global Biogeochemical Cycles, Vol. 23, Issue 2
Four-dimensional variational data assimilation for inverse modelling of atmospheric methane emissions: method and comparison with synthesis inversion
journal, January 2008
- Meirink, J. F.; Bergamaschi, P.; Krol, M. C.
- Atmospheric Chemistry and Physics, Vol. 8, Issue 21
Arctic lakes are continuous methane sources to the atmosphere under warming conditions
journal, May 2015
- Tan, Zeli; Zhuang, Qianlai
- Environmental Research Letters, Vol. 10, Issue 5