Articles | Volume 16, issue 19
https://doi.org/10.5194/acp-16-12649-2016
© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/acp-16-12649-2016
© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Research article
| 
12 Oct 2016
Research article |
| 12 Oct 2016
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?
Department of Earth, Atmospheric, and Planetary Sciences, Purdue
University, West Lafayette, Indiana, USA
Purdue Climate Change Research Center, Purdue University, West
Lafayette, Indiana, USA
Department of Earth, Atmospheric, and Planetary Sciences, Purdue
University, West Lafayette, Indiana, USA
Purdue Climate Change Research Center, Purdue University, West
Lafayette, Indiana, USA
Department of Agronomy, Purdue University, West Lafayette, Indiana,
USA
Daven K. Henze
Department of Mechanical Engineering, University of Colorado, Boulder,
Colorado, USA
Christian Frankenberg
Jet Propulsion Laboratory/California Institute of Technology,
Pasadena, California, USA
Ed Dlugokencky
Global Monitoring Division, NOAA Earth System Research Laboratory,
Boulder, Colorado, USA
Colm Sweeney
Global Monitoring Division, NOAA Earth System Research Laboratory,
Boulder, Colorado, USA
Alexander J. Turner
School of Engineering and Applied Sciences, Harvard University,
Cambridge, Massachusetts, USA
Motoki Sasakawa
National Institute for Environmental Studies, Tsukuba, Japan
Toshinobu Machida
National Institute for Environmental Studies, Tsukuba, Japan
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Cited
29 citations as recorded by crossref.
- Geomorphological patterns of remotely sensed methane hot spots in the Mackenzie Delta, Canada L. Baskaran et al. 10.1088/1748-9326/ac41fb
- Retrieval of Global Carbon Dioxide From TanSat Satellite and Comprehensive Validation With TCCON Measurements and Satellite Observations X. Hong et al. 10.1109/TGRS.2021.3066623
- Temporal Characteristics of CH4 Vertical Profiles Observed in the West Siberian Lowland Over Surgut From 1993 to 2015 and Novosibirsk From 1997 to 2015 M. Sasakawa et al. 10.1002/2017JD026836
- Methane Emission From Global Lakes: New Spatiotemporal Data and Observation‐Driven Modeling of Methane Dynamics Indicates Lower Emissions M. Johnson et al. 10.1029/2022JG006793
- Scaling waterbody carbon dioxide and methane fluxes in the arctic using an integrated terrestrial-aquatic approach S. Ludwig et al. 10.1088/1748-9326/acd467
- Carbon uptake in Eurasian boreal forests dominates the high‐latitude net ecosystem carbon budget J. Watts et al. 10.1111/gcb.16553
- Assessing the capability of different satellite observing configurations to resolve the distribution of methane emissions at kilometer scales A. Turner et al. 10.5194/acp-18-8265-2018
- BAWLD-CH<sub>4</sub>: a comprehensive dataset of methane fluxes from boreal and arctic ecosystems M. Kuhn et al. 10.5194/essd-13-5151-2021
- Methane emission from pan-Arctic natural wetlands estimated using a process-based model, 1901–2016 A. Ito 10.1016/j.polar.2018.12.001
- Air Composition over the Russian Arctic: 1—Methane O. Antokhina et al. 10.1134/S1024856023050032
- High-Resolution Estimation of Methane Emissions from Boreal and Pan-Arctic Wetlands Using Advanced Satellite Data Y. Albuhaisi et al. 10.3390/rs15133433
- Detectability of Arctic methane sources at six sites performing continuous atmospheric measurements T. Thonat et al. 10.5194/acp-17-8371-2017
- Using ship-borne observations of methane isotopic ratio in the Arctic Ocean to understand methane sources in the Arctic A. Berchet et al. 10.5194/acp-20-3987-2020
- A review of carbon monitoring in wet carbon systems using remote sensing A. Campbell et al. 10.1088/1748-9326/ac4d4d
- The Global Methane Budget 2000–2017 M. Saunois et al. 10.5194/essd-12-1561-2020
- Integrated airborne investigation of the air composition over the Russian sector of the Arctic B. Belan et al. 10.5194/amt-15-3941-2022
- Estimating methane emissions in the Arctic nations using surface observations from 2008 to 2019 S. Wittig et al. 10.5194/acp-23-6457-2023
- Methane emissions from Arctic landscapes during 2000–2015: an analysis with land and lake biogeochemistry models X. Liu & Q. Zhuang 10.5194/bg-20-1181-2023
- Interannual variability on methane emissions in monsoon Asia derived from GOSAT and surface observations F. Wang et al. 10.1088/1748-9326/abd352
- Modeling CO2 emissions from Arctic lakes: Model development and site‐level study Z. Tan et al. 10.1002/2017MS001028
- Practical Guide to Measuring Wetland Carbon Pools and Fluxes S. Bansal et al. 10.1007/s13157-023-01722-2
- Seasonal dynamics of Arctic soils: Capturing year-round processes in measurements and soil biogeochemical models Z. Lyu et al. 10.1016/j.earscirev.2024.104820
- Characterizing model errors in chemical transport modeling of methane: using GOSAT XCH<sub>4</sub> data with weak-constraint four-dimensional variational data assimilation I. Stanevich et al. 10.5194/acp-21-9545-2021
- The Boreal–Arctic Wetland and Lake Dataset (BAWLD) D. Olefeldt et al. 10.5194/essd-13-5127-2021
- Drivers of net methane uptake across Greenlandic dry heath tundra landscapes K. St Pierre et al. 10.1016/j.soilbio.2019.107605
- Mechanistic Modeling of Microtopographic Impacts on CO2 and CH4 Fluxes in an Alaskan Tundra Ecosystem Using the CLM‐Microbe Model Y. Wang et al. 10.1029/2019MS001771
- A scalable model for methane consumption in arctic mineral soils Y. Oh et al. 10.1002/2016GL069049
- High methane emissions from thermokarst lakes in subarctic peatlands A. Matveev et al. 10.1002/lno.10311
- Future Carbon Emission From Boreal and Permafrost Lakes Are Sensitive to Catchment Organic Carbon Loads T. Bayer et al. 10.1029/2018JG004978
24 citations as recorded by crossref.
- Geomorphological patterns of remotely sensed methane hot spots in the Mackenzie Delta, Canada L. Baskaran et al. 10.1088/1748-9326/ac41fb
- Retrieval of Global Carbon Dioxide From TanSat Satellite and Comprehensive Validation With TCCON Measurements and Satellite Observations X. Hong et al. 10.1109/TGRS.2021.3066623
- Temporal Characteristics of CH4 Vertical Profiles Observed in the West Siberian Lowland Over Surgut From 1993 to 2015 and Novosibirsk From 1997 to 2015 M. Sasakawa et al. 10.1002/2017JD026836
- Methane Emission From Global Lakes: New Spatiotemporal Data and Observation‐Driven Modeling of Methane Dynamics Indicates Lower Emissions M. Johnson et al. 10.1029/2022JG006793
- Scaling waterbody carbon dioxide and methane fluxes in the arctic using an integrated terrestrial-aquatic approach S. Ludwig et al. 10.1088/1748-9326/acd467
- Carbon uptake in Eurasian boreal forests dominates the high‐latitude net ecosystem carbon budget J. Watts et al. 10.1111/gcb.16553
- Assessing the capability of different satellite observing configurations to resolve the distribution of methane emissions at kilometer scales A. Turner et al. 10.5194/acp-18-8265-2018
- BAWLD-CH<sub>4</sub>: a comprehensive dataset of methane fluxes from boreal and arctic ecosystems M. Kuhn et al. 10.5194/essd-13-5151-2021
- Methane emission from pan-Arctic natural wetlands estimated using a process-based model, 1901–2016 A. Ito 10.1016/j.polar.2018.12.001
- Air Composition over the Russian Arctic: 1—Methane O. Antokhina et al. 10.1134/S1024856023050032
- High-Resolution Estimation of Methane Emissions from Boreal and Pan-Arctic Wetlands Using Advanced Satellite Data Y. Albuhaisi et al. 10.3390/rs15133433
- Detectability of Arctic methane sources at six sites performing continuous atmospheric measurements T. Thonat et al. 10.5194/acp-17-8371-2017
- Using ship-borne observations of methane isotopic ratio in the Arctic Ocean to understand methane sources in the Arctic A. Berchet et al. 10.5194/acp-20-3987-2020
- A review of carbon monitoring in wet carbon systems using remote sensing A. Campbell et al. 10.1088/1748-9326/ac4d4d
- The Global Methane Budget 2000–2017 M. Saunois et al. 10.5194/essd-12-1561-2020
- Integrated airborne investigation of the air composition over the Russian sector of the Arctic B. Belan et al. 10.5194/amt-15-3941-2022
- Estimating methane emissions in the Arctic nations using surface observations from 2008 to 2019 S. Wittig et al. 10.5194/acp-23-6457-2023
- Methane emissions from Arctic landscapes during 2000–2015: an analysis with land and lake biogeochemistry models X. Liu & Q. Zhuang 10.5194/bg-20-1181-2023
- Interannual variability on methane emissions in monsoon Asia derived from GOSAT and surface observations F. Wang et al. 10.1088/1748-9326/abd352
- Modeling CO2 emissions from Arctic lakes: Model development and site‐level study Z. Tan et al. 10.1002/2017MS001028
- Practical Guide to Measuring Wetland Carbon Pools and Fluxes S. Bansal et al. 10.1007/s13157-023-01722-2
- Seasonal dynamics of Arctic soils: Capturing year-round processes in measurements and soil biogeochemical models Z. Lyu et al. 10.1016/j.earscirev.2024.104820
- Characterizing model errors in chemical transport modeling of methane: using GOSAT XCH<sub>4</sub> data with weak-constraint four-dimensional variational data assimilation I. Stanevich et al. 10.5194/acp-21-9545-2021
- The Boreal–Arctic Wetland and Lake Dataset (BAWLD) D. Olefeldt et al. 10.5194/essd-13-5127-2021
5 citations as recorded by crossref.
- Drivers of net methane uptake across Greenlandic dry heath tundra landscapes K. St Pierre et al. 10.1016/j.soilbio.2019.107605
- Mechanistic Modeling of Microtopographic Impacts on CO2 and CH4 Fluxes in an Alaskan Tundra Ecosystem Using the CLM‐Microbe Model Y. Wang et al. 10.1029/2019MS001771
- A scalable model for methane consumption in arctic mineral soils Y. Oh et al. 10.1002/2016GL069049
- High methane emissions from thermokarst lakes in subarctic peatlands A. Matveev et al. 10.1002/lno.10311
- Future Carbon Emission From Boreal and Permafrost Lakes Are Sensitive to Catchment Organic Carbon Loads T. Bayer et al. 10.1029/2018JG004978
Saved (preprint)
Latest update: 21 Nov 2024
Short summary
Methane emissions from the pan-Arctic could be important in understanding the global carbon cycle but are still poorly constrained to date. This study demonstrated that satellite retrievals can be used to reduce the uncertainty of the estimates of these emissions. We also provided additional evidence for the existence of large methane emissions from pan-Arctic lakes in the Siberian yedoma permafrost region. We found that biogeochemical models should be improved for better estimates.
Methane emissions from the pan-Arctic could be important in understanding the global carbon...
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