Methane fluxes in the high northern latitudes for 2005–2013 estimated using a Bayesian atmospheric inversion

We present methane (CH4) flux estimates for 2005 to 2013 from a Bayesian inversion focusing on the high northern latitudes (north of 50° N). Our inversion is based on atmospheric transport modelled by the Lagrangian particle dispersion model, FLEXPART, and CH4 observations from 17 in-situ and 5 disc...

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Published in:Atmospheric Chemistry and Physics
Main Authors: Thompson, R., Sasakawa, M., Machida, T., Aalto, T., Worthy, D., Lavrič, J., Lund Myhre, C., Stohl, A.
Format: Article in Journal/Newspaper
Language:unknown
Published: 2017
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Online Access:http://hdl.handle.net/11858/00-001M-0000-002B-8273-3
http://hdl.handle.net/11858/00-001M-0000-002B-8275-0
http://hdl.handle.net/11858/00-001M-0000-002C-ADB3-5
http://hdl.handle.net/11858/00-001M-0000-002C-ADB4-3
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spelling ftpubman:oai:pure.mpg.de:item_2350844 2023-08-20T04:07:05+02:00 Methane fluxes in the high northern latitudes for 2005–2013 estimated using a Bayesian atmospheric inversion Thompson, R. Sasakawa, M. Machida, T. Aalto, T. Worthy, D. Lavrič, J. Lund Myhre, C. Stohl, A. 2017 application/pdf http://hdl.handle.net/11858/00-001M-0000-002B-8273-3 http://hdl.handle.net/11858/00-001M-0000-002B-8275-0 http://hdl.handle.net/11858/00-001M-0000-002C-ADB3-5 http://hdl.handle.net/11858/00-001M-0000-002C-ADB4-3 unknown info:eu-repo/semantics/altIdentifier/doi/10.5194/acp-17-3553-2017 http://hdl.handle.net/11858/00-001M-0000-002B-8273-3 http://hdl.handle.net/11858/00-001M-0000-002B-8275-0 http://hdl.handle.net/11858/00-001M-0000-002C-ADB3-5 http://hdl.handle.net/11858/00-001M-0000-002C-ADB4-3 info:eu-repo/semantics/openAccess Atmospheric Chemistry and Physics info:eu-repo/semantics/article 2017 ftpubman https://doi.org/10.5194/acp-17-3553-2017 2023-08-01T23:19:48Z We present methane (CH4) flux estimates for 2005 to 2013 from a Bayesian inversion focusing on the high northern latitudes (north of 50° N). Our inversion is based on atmospheric transport modelled by the Lagrangian particle dispersion model, FLEXPART, and CH4 observations from 17 in-situ and 5 discrete flask-sampling sites distributed over northern North America and Eurasia. CH4 fluxes are determined at monthly temporal resolution and on a variable grid with maximum resolution of 1° × 1°. Our inversion finds a CH4 source from the high northern latitudes of 82 to 84 Tg y−1, constituting ~15 % of the global total, compared to 64 to 68 Tg y−1 (~12 %) in the prior estimates. For northern North America, we estimate a mean source of 16.6 to 17.9 Tg y−1, which is dominated by fluxes in the Hudson Bay Lowlands (HBL) and western Canada, specifically, the province of Alberta. Our estimate for the HBL, of 2.7 to 3.4 Tg y−1, is close to the prior estimate (which includes wetland fluxes from the land surface model, LPX-Bern) and to other independent inversion estimates. However, our estimate for Alberta, of 5.0 to 5.8 Tg y−1 is significantly higher than the prior (which also includes anthropogenic sources from the EDGAR-4.2FT2010 inventory). Since the fluxes from this region persist throughout the winter, this may signify that the anthropogenic emissions are underestimated. For North Eurasia, we find a mean source of 52.2 to 55.5 Tg y−1, with a strong contribution from fluxes in the Western Siberian Lowlands (WSL) for which we estimate a source of 19.3 to 19.9 Tg y−1. Over the 9-year inversion period, we find significant year-to-year variations in the fluxes, which in North America and, specifically, in the HBL appear to be driven at least in part by soil temperature, while in the WSL, the variability is more dependent on soil moisture. Moreover, we find significant positive trends in the CH4 fluxes in North America of 0.38 to 0.57 Tg y−1 per year, and North Eurasia of 0.76 to 1.09 Tg y−1 per year. In North America, this ... Article in Journal/Newspaper Hudson Bay Max Planck Society: MPG.PuRe Canada Hudson Hudson Bay Atmospheric Chemistry and Physics 17 5 3553 3572
institution Open Polar
collection Max Planck Society: MPG.PuRe
op_collection_id ftpubman
language unknown
description We present methane (CH4) flux estimates for 2005 to 2013 from a Bayesian inversion focusing on the high northern latitudes (north of 50° N). Our inversion is based on atmospheric transport modelled by the Lagrangian particle dispersion model, FLEXPART, and CH4 observations from 17 in-situ and 5 discrete flask-sampling sites distributed over northern North America and Eurasia. CH4 fluxes are determined at monthly temporal resolution and on a variable grid with maximum resolution of 1° × 1°. Our inversion finds a CH4 source from the high northern latitudes of 82 to 84 Tg y−1, constituting ~15 % of the global total, compared to 64 to 68 Tg y−1 (~12 %) in the prior estimates. For northern North America, we estimate a mean source of 16.6 to 17.9 Tg y−1, which is dominated by fluxes in the Hudson Bay Lowlands (HBL) and western Canada, specifically, the province of Alberta. Our estimate for the HBL, of 2.7 to 3.4 Tg y−1, is close to the prior estimate (which includes wetland fluxes from the land surface model, LPX-Bern) and to other independent inversion estimates. However, our estimate for Alberta, of 5.0 to 5.8 Tg y−1 is significantly higher than the prior (which also includes anthropogenic sources from the EDGAR-4.2FT2010 inventory). Since the fluxes from this region persist throughout the winter, this may signify that the anthropogenic emissions are underestimated. For North Eurasia, we find a mean source of 52.2 to 55.5 Tg y−1, with a strong contribution from fluxes in the Western Siberian Lowlands (WSL) for which we estimate a source of 19.3 to 19.9 Tg y−1. Over the 9-year inversion period, we find significant year-to-year variations in the fluxes, which in North America and, specifically, in the HBL appear to be driven at least in part by soil temperature, while in the WSL, the variability is more dependent on soil moisture. Moreover, we find significant positive trends in the CH4 fluxes in North America of 0.38 to 0.57 Tg y−1 per year, and North Eurasia of 0.76 to 1.09 Tg y−1 per year. In North America, this ...
format Article in Journal/Newspaper
author Thompson, R.
Sasakawa, M.
Machida, T.
Aalto, T.
Worthy, D.
Lavrič, J.
Lund Myhre, C.
Stohl, A.
spellingShingle Thompson, R.
Sasakawa, M.
Machida, T.
Aalto, T.
Worthy, D.
Lavrič, J.
Lund Myhre, C.
Stohl, A.
Methane fluxes in the high northern latitudes for 2005–2013 estimated using a Bayesian atmospheric inversion
author_facet Thompson, R.
Sasakawa, M.
Machida, T.
Aalto, T.
Worthy, D.
Lavrič, J.
Lund Myhre, C.
Stohl, A.
author_sort Thompson, R.
title Methane fluxes in the high northern latitudes for 2005–2013 estimated using a Bayesian atmospheric inversion
title_short Methane fluxes in the high northern latitudes for 2005–2013 estimated using a Bayesian atmospheric inversion
title_full Methane fluxes in the high northern latitudes for 2005–2013 estimated using a Bayesian atmospheric inversion
title_fullStr Methane fluxes in the high northern latitudes for 2005–2013 estimated using a Bayesian atmospheric inversion
title_full_unstemmed Methane fluxes in the high northern latitudes for 2005–2013 estimated using a Bayesian atmospheric inversion
title_sort methane fluxes in the high northern latitudes for 2005–2013 estimated using a bayesian atmospheric inversion
publishDate 2017
url http://hdl.handle.net/11858/00-001M-0000-002B-8273-3
http://hdl.handle.net/11858/00-001M-0000-002B-8275-0
http://hdl.handle.net/11858/00-001M-0000-002C-ADB3-5
http://hdl.handle.net/11858/00-001M-0000-002C-ADB4-3
geographic Canada
Hudson
Hudson Bay
geographic_facet Canada
Hudson
Hudson Bay
genre Hudson Bay
genre_facet Hudson Bay
op_source Atmospheric Chemistry and Physics
op_relation info:eu-repo/semantics/altIdentifier/doi/10.5194/acp-17-3553-2017
http://hdl.handle.net/11858/00-001M-0000-002B-8273-3
http://hdl.handle.net/11858/00-001M-0000-002B-8275-0
http://hdl.handle.net/11858/00-001M-0000-002C-ADB3-5
http://hdl.handle.net/11858/00-001M-0000-002C-ADB4-3
op_rights info:eu-repo/semantics/openAccess
op_doi https://doi.org/10.5194/acp-17-3553-2017
container_title Atmospheric Chemistry and Physics
container_volume 17
container_issue 5
container_start_page 3553
op_container_end_page 3572
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