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

We present methane (CH 4 ) 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 CH 4 observations from 17 in situ and five...

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Published in:Atmospheric Chemistry and Physics
Main Authors: Thompson, Rona L., Sasakawa, Motoki, Machida, Toshinobu, Aalto, Tuula, Worthy, Doug, Lavric, Jost V., Lund Myhre, Cathrine, Stohl, Andreas
Format: Text
Language:English
Published: 2018
Subjects:
Online Access:https://doi.org/10.5194/acp-17-3553-2017
https://www.atmos-chem-phys.net/17/3553/2017/
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spelling ftcopernicus:oai:publications.copernicus.org:acp53890 2023-05-15T16:35:34+02:00 Methane fluxes in the high northern latitudes for 2005–2013 estimated using a Bayesian atmospheric inversion Thompson, Rona L. Sasakawa, Motoki Machida, Toshinobu Aalto, Tuula Worthy, Doug Lavric, Jost V. Lund Myhre, Cathrine Stohl, Andreas 2018-09-09 application/pdf https://doi.org/10.5194/acp-17-3553-2017 https://www.atmos-chem-phys.net/17/3553/2017/ eng eng doi:10.5194/acp-17-3553-2017 https://www.atmos-chem-phys.net/17/3553/2017/ eISSN: 1680-7324 Text 2018 ftcopernicus https://doi.org/10.5194/acp-17-3553-2017 2019-12-24T09:51:35Z We present methane (CH 4 ) 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 CH 4 observations from 17 in situ and five discrete flask-sampling sites distributed over northern North America and Eurasia. CH 4 fluxes are determined at monthly temporal resolution and on a variable grid with maximum resolution of 1° × 1°. Our inversion finds a CH 4 source from the high northern latitudes of 82 to 84 Tg yr −1 , constituting ∼ 15 % of the global total, compared to 64 to 68 Tg yr −1 (∼ 12 %) in the prior estimates. For northern North America, we estimate a mean source of 16.6 to 17.9 Tg yr −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 yr −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 yr −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 northern Eurasia, we find a mean source of 52.2 to 55.5 Tg yr −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 yr −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 CH 4 fluxes in North America of 0.38 to 0.57 Tg yr −2 , and northern Eurasia of 0.76 to 1.09 Tg yr −2 . In North America, this could be due to an increase in soil temperature, while in North Eurasia, specifically Russia, the trend is likely due, at least in part, to an increase in anthropogenic sources. Text Hudson Bay Copernicus Publications: E-Journals Canada Hudson Hudson Bay Atmospheric Chemistry and Physics 17 5 3553 3572
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collection Copernicus Publications: E-Journals
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language English
description We present methane (CH 4 ) 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 CH 4 observations from 17 in situ and five discrete flask-sampling sites distributed over northern North America and Eurasia. CH 4 fluxes are determined at monthly temporal resolution and on a variable grid with maximum resolution of 1° × 1°. Our inversion finds a CH 4 source from the high northern latitudes of 82 to 84 Tg yr −1 , constituting ∼ 15 % of the global total, compared to 64 to 68 Tg yr −1 (∼ 12 %) in the prior estimates. For northern North America, we estimate a mean source of 16.6 to 17.9 Tg yr −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 yr −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 yr −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 northern Eurasia, we find a mean source of 52.2 to 55.5 Tg yr −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 yr −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 CH 4 fluxes in North America of 0.38 to 0.57 Tg yr −2 , and northern Eurasia of 0.76 to 1.09 Tg yr −2 . In North America, this could be due to an increase in soil temperature, while in North Eurasia, specifically Russia, the trend is likely due, at least in part, to an increase in anthropogenic sources.
format Text
author Thompson, Rona L.
Sasakawa, Motoki
Machida, Toshinobu
Aalto, Tuula
Worthy, Doug
Lavric, Jost V.
Lund Myhre, Cathrine
Stohl, Andreas
spellingShingle Thompson, Rona L.
Sasakawa, Motoki
Machida, Toshinobu
Aalto, Tuula
Worthy, Doug
Lavric, Jost V.
Lund Myhre, Cathrine
Stohl, Andreas
Methane fluxes in the high northern latitudes for 2005–2013 estimated using a Bayesian atmospheric inversion
author_facet Thompson, Rona L.
Sasakawa, Motoki
Machida, Toshinobu
Aalto, Tuula
Worthy, Doug
Lavric, Jost V.
Lund Myhre, Cathrine
Stohl, Andreas
author_sort Thompson, Rona L.
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 2018
url https://doi.org/10.5194/acp-17-3553-2017
https://www.atmos-chem-phys.net/17/3553/2017/
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op_relation doi:10.5194/acp-17-3553-2017
https://www.atmos-chem-phys.net/17/3553/2017/
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container_title Atmospheric Chemistry and Physics
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