Bayesian analysis of the glacial-interglacial methane increase constrained by stable isotopes and Earth System modelling

The observed rise in atmospheric methane (CH4) from 375 ppbv during the Last Glacial Maximum (LGM: 21,000 years ago) to 680 ppbv during the late preindustrial era is not well understood. Atmospheric chemistry considerations implicate an increase in CH4 sources, but process‐based estimates fail to re...

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Published in:Geophysical Research Letters
Main Authors: Hopcroft, Peter, Valdes, Paul, Kaplan, J
Format: Article in Journal/Newspaper
Language:English
Published: 2018
Subjects:
Online Access:https://hdl.handle.net/1983/477f0a21-b0c9-48e8-9d13-8e48cab29755
https://research-information.bris.ac.uk/en/publications/477f0a21-b0c9-48e8-9d13-8e48cab29755
https://doi.org/10.1002/2018GL077382
https://research-information.bris.ac.uk/ws/files/160543491/Hopcroft_et_al_2018_Geophysical_Research_Letters.pdf
id ftubristolcris:oai:research-information.bris.ac.uk:publications/477f0a21-b0c9-48e8-9d13-8e48cab29755
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spelling ftubristolcris:oai:research-information.bris.ac.uk:publications/477f0a21-b0c9-48e8-9d13-8e48cab29755 2024-04-28T08:24:19+00:00 Bayesian analysis of the glacial-interglacial methane increase constrained by stable isotopes and Earth System modelling Hopcroft, Peter Valdes, Paul Kaplan, J 2018-05-15 application/pdf https://hdl.handle.net/1983/477f0a21-b0c9-48e8-9d13-8e48cab29755 https://research-information.bris.ac.uk/en/publications/477f0a21-b0c9-48e8-9d13-8e48cab29755 https://doi.org/10.1002/2018GL077382 https://research-information.bris.ac.uk/ws/files/160543491/Hopcroft_et_al_2018_Geophysical_Research_Letters.pdf eng eng https://research-information.bris.ac.uk/en/publications/477f0a21-b0c9-48e8-9d13-8e48cab29755 info:eu-repo/semantics/openAccess Hopcroft , P , Valdes , P & Kaplan , J 2018 , ' Bayesian analysis of the glacial-interglacial methane increase constrained by stable isotopes and Earth System modelling ' , Geophysical Research Letters . https://doi.org/10.1002/2018GL077382 wetlands Last Glacial Maximum methane 13CH4 greenhouse gas isotopic discrimination article 2018 ftubristolcris https://doi.org/10.1002/2018GL077382 2024-04-10T00:04:37Z The observed rise in atmospheric methane (CH4) from 375 ppbv during the Last Glacial Maximum (LGM: 21,000 years ago) to 680 ppbv during the late preindustrial era is not well understood. Atmospheric chemistry considerations implicate an increase in CH4 sources, but process‐based estimates fail to reproduce the required amplitude. CH4 stable isotopes provide complementary information that can help constrain the underlying causes of the increase. We combine Earth System model simulations of the late preindustrial and LGM CH4 cycles, including process‐based estimates of the isotopic discrimination of vegetation, in a box model of atmospheric CH4 and its isotopes. Using a Bayesian approach, we show how model‐based constraints and ice core observations may be combined in a consistent probabilistic framework. The resultant posterior distributions point to a strong reduction in wetland and other biogenic CH4 emissions during the LGM, with a modest increase in the geological source, or potentially natural or anthropogenic fires, accounting for the observed enrichment of δ13CH4. Article in Journal/Newspaper ice core University of Bristol: Bristol Research Geophysical Research Letters 45 8 3653 3663
institution Open Polar
collection University of Bristol: Bristol Research
op_collection_id ftubristolcris
language English
topic wetlands
Last Glacial Maximum
methane
13CH4
greenhouse gas
isotopic discrimination
spellingShingle wetlands
Last Glacial Maximum
methane
13CH4
greenhouse gas
isotopic discrimination
Hopcroft, Peter
Valdes, Paul
Kaplan, J
Bayesian analysis of the glacial-interglacial methane increase constrained by stable isotopes and Earth System modelling
topic_facet wetlands
Last Glacial Maximum
methane
13CH4
greenhouse gas
isotopic discrimination
description The observed rise in atmospheric methane (CH4) from 375 ppbv during the Last Glacial Maximum (LGM: 21,000 years ago) to 680 ppbv during the late preindustrial era is not well understood. Atmospheric chemistry considerations implicate an increase in CH4 sources, but process‐based estimates fail to reproduce the required amplitude. CH4 stable isotopes provide complementary information that can help constrain the underlying causes of the increase. We combine Earth System model simulations of the late preindustrial and LGM CH4 cycles, including process‐based estimates of the isotopic discrimination of vegetation, in a box model of atmospheric CH4 and its isotopes. Using a Bayesian approach, we show how model‐based constraints and ice core observations may be combined in a consistent probabilistic framework. The resultant posterior distributions point to a strong reduction in wetland and other biogenic CH4 emissions during the LGM, with a modest increase in the geological source, or potentially natural or anthropogenic fires, accounting for the observed enrichment of δ13CH4.
format Article in Journal/Newspaper
author Hopcroft, Peter
Valdes, Paul
Kaplan, J
author_facet Hopcroft, Peter
Valdes, Paul
Kaplan, J
author_sort Hopcroft, Peter
title Bayesian analysis of the glacial-interglacial methane increase constrained by stable isotopes and Earth System modelling
title_short Bayesian analysis of the glacial-interglacial methane increase constrained by stable isotopes and Earth System modelling
title_full Bayesian analysis of the glacial-interglacial methane increase constrained by stable isotopes and Earth System modelling
title_fullStr Bayesian analysis of the glacial-interglacial methane increase constrained by stable isotopes and Earth System modelling
title_full_unstemmed Bayesian analysis of the glacial-interglacial methane increase constrained by stable isotopes and Earth System modelling
title_sort bayesian analysis of the glacial-interglacial methane increase constrained by stable isotopes and earth system modelling
publishDate 2018
url https://hdl.handle.net/1983/477f0a21-b0c9-48e8-9d13-8e48cab29755
https://research-information.bris.ac.uk/en/publications/477f0a21-b0c9-48e8-9d13-8e48cab29755
https://doi.org/10.1002/2018GL077382
https://research-information.bris.ac.uk/ws/files/160543491/Hopcroft_et_al_2018_Geophysical_Research_Letters.pdf
genre ice core
genre_facet ice core
op_source Hopcroft , P , Valdes , P & Kaplan , J 2018 , ' Bayesian analysis of the glacial-interglacial methane increase constrained by stable isotopes and Earth System modelling ' , Geophysical Research Letters . https://doi.org/10.1002/2018GL077382
op_relation https://research-information.bris.ac.uk/en/publications/477f0a21-b0c9-48e8-9d13-8e48cab29755
op_rights info:eu-repo/semantics/openAccess
op_doi https://doi.org/10.1002/2018GL077382
container_title Geophysical Research Letters
container_volume 45
container_issue 8
container_start_page 3653
op_container_end_page 3663
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