Climate-driven variability of the Southern Ocean CO 2 sink

International audience The Southern Ocean is a major sink of atmospheric CO 2, but the nature and magnitude of its variability remains uncertain and debated. Estimates based on observations suggest substantial variability that is not reproduced by process-based ocean models, with increasingly diverg...

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Published in:Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences
Main Authors: Mayot, Nicolas, Le Quéré, Corinne Corinne, Rödenbeck, Christian, Bernardello, Raffaele, Bopp, Laurent, Djeutchouang, Laique M., Gehlen, Marion, Gregor, Luke, Gruber, Nicolas, Hauck, Judith, Iida, Yosuke, Ilyina, Tatiana V., Keeling, Ralph F., Landschützer, Peter, Manning, Andrew C., Patara, Lavinia, Resplandy, Laure, Schwinger, Jörg, Séférian, Roland, Watson, Andrew J., Wright, Rebecca Mary, Zeng, J.
Other Authors: Laboratoire de Météorologie Dynamique (UMR 8539) (LMD), Institut national des sciences de l'Univers (INSU - CNRS)-École polytechnique (X)-École des Ponts ParisTech (ENPC)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Département des Géosciences - ENS Paris, École normale supérieure - Paris (ENS-PSL), Université Paris Sciences et Lettres (PSL)-Université Paris Sciences et Lettres (PSL)-École normale supérieure - Paris (ENS-PSL), Université Paris Sciences et Lettres (PSL)-Université Paris Sciences et Lettres (PSL), Laboratoire des Sciences du Climat et de l'Environnement Gif-sur-Yvette (LSCE), Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Direction de Recherche Fondamentale (CEA) (DRF (CEA)), Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA), Modelling the Earth Response to Multiple Anthropogenic Interactions and Dynamics (MERMAID), Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Direction de Recherche Fondamentale (CEA) (DRF (CEA)), Centre national de recherches météorologiques (CNRM), Institut national des sciences de l'Univers (INSU - CNRS)-Observatoire Midi-Pyrénées (OMP), Institut de Recherche pour le Développement (IRD)-Université Toulouse III - Paul Sabatier (UT3), Université de Toulouse (UT)-Université de Toulouse (UT)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France-Institut de Recherche pour le Développement (IRD)-Université Toulouse III - Paul Sabatier (UT3), Université de Toulouse (UT)-Université de Toulouse (UT)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France-Centre National de la Recherche Scientifique (CNRS), 862923; National Oceanic and Atmospheric Administration, NOAA: NA20OAR4320278, OPP-1922922; Horizon 2020 Framework Programme, H2020: 820989, 821003; Natural Environment Research Council, NERC: NE/P021417/1; Royal Society: RPR1191063; University of East Anglia, UEA; European Commission, EC; Deutsche Forschungsgemeinschaft, DFG: PA 3075/2-1; Eidgenössische Technische Hochschule Zürich, ETH: 101003536; Norges Forskningsråd: 270061; Helmholtz Association: VH-NG-1301; Neurosciences Foundation, NSF, N.M., C.L.Q., R.B., N.G., L.G. and A.C.M. acknowledge the funding from the European Commission through the H2020 project 4C (grant no. 821003). J.H., L.G., M.G. and N.G. acknowledge the funding from the European Commission through the H2020 project COMFORT project (grant no. 820989). C.L.Q. was funded by the UK Royal Society (grant no. RPR1191063). N.M. and R.M.W. were funded by UK's Natural Environment Research Council (SONATA: grant no. NE/P021417/1). J.S. received funding from the Research Council of Norway through project INES (grant no. 270061) and HPC resources provided by the National Infrastructure for HPC and Data Storage in Norway, UNINETT Sigma2 (grant no. nn/ns2980k). L.R. acknowledges the Princeton University Catalysis Initiative. N.G. and L.G. acknowledge funding from ETH Zürich. M.G. and R.S. acknowledge the ESM2025 project under the grant agreement number 101003536. M.G. also acknowledges funding from the European Union's Horizon 2020 Blue Growth research and innovation programme under grant agreement number 862923 (project AtlantECO). J.H. acknowledges support by the Initiative and Networking Fund of the Helmholtz Association (Helmholtz Young Investigator Group Marine Carbon and Ecosystem Feedbacks in the Earth System MarESys , grant number VH-NG-1301). The integration of the ORCA025-GEOMAR experiment was performed at the North German Supercomputing Alliance (HLRN) and was financially supported by the German Research Foundation (project PA 3075/2-1). The APO measurements were supported by a series of grants to the Scripps Institution of Oceanography from the US NSF and NOAA, most recently OPP-1922922 and NA20OAR4320278. Acknowledgements, Thanks to Erik Buitenhuis and David Willis for their work on the NEMO-PlankTOM12 model development. The research presented in this paper was carried out on the High Performance Computing Cluster supported by the Research and Specialist Computing Support service at the University of East Anglia.
Format: Article in Journal/Newspaper
Language:English
Published: HAL CCSD 2023
Subjects:
Online Access:https://hal.science/hal-04106303
https://hal.science/hal-04106303/document
https://hal.science/hal-04106303/file/rsta.2022.0055.pdf
https://doi.org/10.1098/rsta.2022.0055
id ftepunivpsaclay:oai:HAL:hal-04106303v1
record_format openpolar
institution Open Polar
collection École Polytechnique, Université Paris-Saclay: HAL
op_collection_id ftepunivpsaclay
language English
topic carbon sink
climate
decadal
interannual
oxygen
Southern Ocean
[PHYS]Physics [physics]
spellingShingle carbon sink
climate
decadal
interannual
oxygen
Southern Ocean
[PHYS]Physics [physics]
Mayot, Nicolas
Le Quéré, Corinne Corinne
Rödenbeck, Christian
Bernardello, Raffaele
Bopp, Laurent
Djeutchouang, Laique M.
Gehlen, Marion
Gregor, Luke
Gruber, Nicolas
Hauck, Judith
Iida, Yosuke
Ilyina, Tatiana V.
Keeling, Ralph F.
Landschützer, Peter
Manning, Andrew C.
Patara, Lavinia
Resplandy, Laure
Schwinger, Jörg
Séférian, Roland
Watson, Andrew J.
Wright, Rebecca Mary
Zeng, J.
Climate-driven variability of the Southern Ocean CO 2 sink
topic_facet carbon sink
climate
decadal
interannual
oxygen
Southern Ocean
[PHYS]Physics [physics]
description International audience The Southern Ocean is a major sink of atmospheric CO 2, but the nature and magnitude of its variability remains uncertain and debated. Estimates based on observations suggest substantial variability that is not reproduced by process-based ocean models, with increasingly divergent estimates over the past decade. We examine potential constraints on the nature and magnitude of climate-driven variability of the Southern Ocean CO 2 sink from observation-based air-sea O 2 fluxes. On interannual time scales, the variability in the air-sea fluxes of CO 2 and O 2 estimated from observations is consistent across the two species and positively correlated with the variability simulated by ocean models. Our analysis suggests that variations in ocean ventilation related to the Southern Annular Mode are responsible for this interannual variability. On decadal time scales, the existence of significant variability in the air-sea CO 2 flux estimated from observations also tends to be supported by observation-based estimates of O 2 flux variability. However, the large decadal variability in air-sea CO 2 flux is absent from ocean models. Our analysis suggests that issues in representing the balance between the thermal and non-thermal components of the CO 2 sink and/or insufficient variability in mode water formation might contribute to the lack of decadal variability in the current generation of ocean models. This article is part of a discussion meeting issue 'Heat and carbon uptake in the Southern Ocean: the state of the art and future priorities'.
author2 Laboratoire de Météorologie Dynamique (UMR 8539) (LMD)
Institut national des sciences de l'Univers (INSU - CNRS)-École polytechnique (X)-École des Ponts ParisTech (ENPC)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Département des Géosciences - ENS Paris
École normale supérieure - Paris (ENS-PSL)
Université Paris Sciences et Lettres (PSL)-Université Paris Sciences et Lettres (PSL)-École normale supérieure - Paris (ENS-PSL)
Université Paris Sciences et Lettres (PSL)-Université Paris Sciences et Lettres (PSL)
Laboratoire des Sciences du Climat et de l'Environnement Gif-sur-Yvette (LSCE)
Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Direction de Recherche Fondamentale (CEA) (DRF (CEA))
Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)
Modelling the Earth Response to Multiple Anthropogenic Interactions and Dynamics (MERMAID)
Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Direction de Recherche Fondamentale (CEA) (DRF (CEA))
Centre national de recherches météorologiques (CNRM)
Institut national des sciences de l'Univers (INSU - CNRS)-Observatoire Midi-Pyrénées (OMP)
Institut de Recherche pour le Développement (IRD)-Université Toulouse III - Paul Sabatier (UT3)
Université de Toulouse (UT)-Université de Toulouse (UT)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France-Institut de Recherche pour le Développement (IRD)-Université Toulouse III - Paul Sabatier (UT3)
Université de Toulouse (UT)-Université de Toulouse (UT)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France-Centre National de la Recherche Scientifique (CNRS)
862923; National Oceanic and Atmospheric Administration, NOAA: NA20OAR4320278, OPP-1922922; Horizon 2020 Framework Programme, H2020: 820989, 821003; Natural Environment Research Council, NERC: NE/P021417/1; Royal Society: RPR1191063; University of East Anglia, UEA; European Commission, EC; Deutsche Forschungsgemeinschaft, DFG: PA 3075/2-1; Eidgenössische Technische Hochschule Zürich, ETH: 101003536; Norges Forskningsråd: 270061; Helmholtz Association: VH-NG-1301; Neurosciences Foundation, NSF
N.M., C.L.Q., R.B., N.G., L.G. and A.C.M. acknowledge the funding from the European Commission through the H2020 project 4C (grant no. 821003). J.H., L.G., M.G. and N.G. acknowledge the funding from the European Commission through the H2020 project COMFORT project (grant no. 820989). C.L.Q. was funded by the UK Royal Society (grant no. RPR1191063). N.M. and R.M.W. were funded by UK's Natural Environment Research Council (SONATA: grant no. NE/P021417/1). J.S. received funding from the Research Council of Norway through project INES (grant no. 270061) and HPC resources provided by the National Infrastructure for HPC and Data Storage in Norway, UNINETT Sigma2 (grant no. nn/ns2980k). L.R. acknowledges the Princeton University Catalysis Initiative. N.G. and L.G. acknowledge funding from ETH Zürich. M.G. and R.S. acknowledge the ESM2025 project under the grant agreement number 101003536. M.G. also acknowledges funding from the European Union's Horizon 2020 Blue Growth research and innovation programme under grant agreement number 862923 (project AtlantECO). J.H. acknowledges support by the Initiative and Networking Fund of the Helmholtz Association (Helmholtz Young Investigator Group Marine Carbon and Ecosystem Feedbacks in the Earth System MarESys , grant number VH-NG-1301). The integration of the ORCA025-GEOMAR experiment was performed at the North German Supercomputing Alliance (HLRN) and was financially supported by the German Research Foundation (project PA 3075/2-1). The APO measurements were supported by a series of grants to the Scripps Institution of Oceanography from the US NSF and NOAA, most recently OPP-1922922 and NA20OAR4320278. Acknowledgements
Thanks to Erik Buitenhuis and David Willis for their work on the NEMO-PlankTOM12 model development. The research presented in this paper was carried out on the High Performance Computing Cluster supported by the Research and Specialist Computing Support service at the University of East Anglia.
format Article in Journal/Newspaper
author Mayot, Nicolas
Le Quéré, Corinne Corinne
Rödenbeck, Christian
Bernardello, Raffaele
Bopp, Laurent
Djeutchouang, Laique M.
Gehlen, Marion
Gregor, Luke
Gruber, Nicolas
Hauck, Judith
Iida, Yosuke
Ilyina, Tatiana V.
Keeling, Ralph F.
Landschützer, Peter
Manning, Andrew C.
Patara, Lavinia
Resplandy, Laure
Schwinger, Jörg
Séférian, Roland
Watson, Andrew J.
Wright, Rebecca Mary
Zeng, J.
author_facet Mayot, Nicolas
Le Quéré, Corinne Corinne
Rödenbeck, Christian
Bernardello, Raffaele
Bopp, Laurent
Djeutchouang, Laique M.
Gehlen, Marion
Gregor, Luke
Gruber, Nicolas
Hauck, Judith
Iida, Yosuke
Ilyina, Tatiana V.
Keeling, Ralph F.
Landschützer, Peter
Manning, Andrew C.
Patara, Lavinia
Resplandy, Laure
Schwinger, Jörg
Séférian, Roland
Watson, Andrew J.
Wright, Rebecca Mary
Zeng, J.
author_sort Mayot, Nicolas
title Climate-driven variability of the Southern Ocean CO 2 sink
title_short Climate-driven variability of the Southern Ocean CO 2 sink
title_full Climate-driven variability of the Southern Ocean CO 2 sink
title_fullStr Climate-driven variability of the Southern Ocean CO 2 sink
title_full_unstemmed Climate-driven variability of the Southern Ocean CO 2 sink
title_sort climate-driven variability of the southern ocean co 2 sink
publisher HAL CCSD
publishDate 2023
url https://hal.science/hal-04106303
https://hal.science/hal-04106303/document
https://hal.science/hal-04106303/file/rsta.2022.0055.pdf
https://doi.org/10.1098/rsta.2022.0055
geographic Southern Ocean
geographic_facet Southern Ocean
genre Southern Ocean
genre_facet Southern Ocean
op_source ISSN: 1364-503X
EISSN: 1471-2962
Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences
https://hal.science/hal-04106303
Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 2023, 381 (2249), ⟨10.1098/rsta.2022.0055⟩
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spelling ftepunivpsaclay:oai:HAL:hal-04106303v1 2024-06-09T07:49:42+00:00 Climate-driven variability of the Southern Ocean CO 2 sink Mayot, Nicolas Le Quéré, Corinne Corinne Rödenbeck, Christian Bernardello, Raffaele Bopp, Laurent Djeutchouang, Laique M. Gehlen, Marion Gregor, Luke Gruber, Nicolas Hauck, Judith Iida, Yosuke Ilyina, Tatiana V. Keeling, Ralph F. Landschützer, Peter Manning, Andrew C. Patara, Lavinia Resplandy, Laure Schwinger, Jörg Séférian, Roland Watson, Andrew J. Wright, Rebecca Mary Zeng, J. Laboratoire de Météorologie Dynamique (UMR 8539) (LMD) Institut national des sciences de l'Univers (INSU - CNRS)-École polytechnique (X)-École des Ponts ParisTech (ENPC)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Département des Géosciences - ENS Paris École normale supérieure - Paris (ENS-PSL) Université Paris Sciences et Lettres (PSL)-Université Paris Sciences et Lettres (PSL)-École normale supérieure - Paris (ENS-PSL) Université Paris Sciences et Lettres (PSL)-Université Paris Sciences et Lettres (PSL) Laboratoire des Sciences du Climat et de l'Environnement Gif-sur-Yvette (LSCE) Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Direction de Recherche Fondamentale (CEA) (DRF (CEA)) Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA) Modelling the Earth Response to Multiple Anthropogenic Interactions and Dynamics (MERMAID) Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Direction de Recherche Fondamentale (CEA) (DRF (CEA)) Centre national de recherches météorologiques (CNRM) Institut national des sciences de l'Univers (INSU - CNRS)-Observatoire Midi-Pyrénées (OMP) Institut de Recherche pour le Développement (IRD)-Université Toulouse III - Paul Sabatier (UT3) Université de Toulouse (UT)-Université de Toulouse (UT)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France-Institut de Recherche pour le Développement (IRD)-Université Toulouse III - Paul Sabatier (UT3) Université de Toulouse (UT)-Université de Toulouse (UT)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France-Centre National de la Recherche Scientifique (CNRS) 862923; National Oceanic and Atmospheric Administration, NOAA: NA20OAR4320278, OPP-1922922; Horizon 2020 Framework Programme, H2020: 820989, 821003; Natural Environment Research Council, NERC: NE/P021417/1; Royal Society: RPR1191063; University of East Anglia, UEA; European Commission, EC; Deutsche Forschungsgemeinschaft, DFG: PA 3075/2-1; Eidgenössische Technische Hochschule Zürich, ETH: 101003536; Norges Forskningsråd: 270061; Helmholtz Association: VH-NG-1301; Neurosciences Foundation, NSF N.M., C.L.Q., R.B., N.G., L.G. and A.C.M. acknowledge the funding from the European Commission through the H2020 project 4C (grant no. 821003). J.H., L.G., M.G. and N.G. acknowledge the funding from the European Commission through the H2020 project COMFORT project (grant no. 820989). C.L.Q. was funded by the UK Royal Society (grant no. RPR1191063). N.M. and R.M.W. were funded by UK's Natural Environment Research Council (SONATA: grant no. NE/P021417/1). J.S. received funding from the Research Council of Norway through project INES (grant no. 270061) and HPC resources provided by the National Infrastructure for HPC and Data Storage in Norway, UNINETT Sigma2 (grant no. nn/ns2980k). L.R. acknowledges the Princeton University Catalysis Initiative. N.G. and L.G. acknowledge funding from ETH Zürich. M.G. and R.S. acknowledge the ESM2025 project under the grant agreement number 101003536. M.G. also acknowledges funding from the European Union's Horizon 2020 Blue Growth research and innovation programme under grant agreement number 862923 (project AtlantECO). J.H. acknowledges support by the Initiative and Networking Fund of the Helmholtz Association (Helmholtz Young Investigator Group Marine Carbon and Ecosystem Feedbacks in the Earth System MarESys , grant number VH-NG-1301). The integration of the ORCA025-GEOMAR experiment was performed at the North German Supercomputing Alliance (HLRN) and was financially supported by the German Research Foundation (project PA 3075/2-1). The APO measurements were supported by a series of grants to the Scripps Institution of Oceanography from the US NSF and NOAA, most recently OPP-1922922 and NA20OAR4320278. Acknowledgements Thanks to Erik Buitenhuis and David Willis for their work on the NEMO-PlankTOM12 model development. The research presented in this paper was carried out on the High Performance Computing Cluster supported by the Research and Specialist Computing Support service at the University of East Anglia. 2023 https://hal.science/hal-04106303 https://hal.science/hal-04106303/document https://hal.science/hal-04106303/file/rsta.2022.0055.pdf https://doi.org/10.1098/rsta.2022.0055 en eng HAL CCSD Royal Society, The info:eu-repo/semantics/altIdentifier/doi/10.1098/rsta.2022.0055 info:eu-repo/semantics/altIdentifier/pmid/37150207 hal-04106303 https://hal.science/hal-04106303 https://hal.science/hal-04106303/document https://hal.science/hal-04106303/file/rsta.2022.0055.pdf doi:10.1098/rsta.2022.0055 PUBMED: 37150207 http://creativecommons.org/licenses/by/ info:eu-repo/semantics/OpenAccess ISSN: 1364-503X EISSN: 1471-2962 Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences https://hal.science/hal-04106303 Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 2023, 381 (2249), ⟨10.1098/rsta.2022.0055⟩ carbon sink climate decadal interannual oxygen Southern Ocean [PHYS]Physics [physics] info:eu-repo/semantics/article Journal articles 2023 ftepunivpsaclay https://doi.org/10.1098/rsta.2022.0055 2024-05-16T11:54:18Z International audience The Southern Ocean is a major sink of atmospheric CO 2, but the nature and magnitude of its variability remains uncertain and debated. Estimates based on observations suggest substantial variability that is not reproduced by process-based ocean models, with increasingly divergent estimates over the past decade. We examine potential constraints on the nature and magnitude of climate-driven variability of the Southern Ocean CO 2 sink from observation-based air-sea O 2 fluxes. On interannual time scales, the variability in the air-sea fluxes of CO 2 and O 2 estimated from observations is consistent across the two species and positively correlated with the variability simulated by ocean models. Our analysis suggests that variations in ocean ventilation related to the Southern Annular Mode are responsible for this interannual variability. On decadal time scales, the existence of significant variability in the air-sea CO 2 flux estimated from observations also tends to be supported by observation-based estimates of O 2 flux variability. However, the large decadal variability in air-sea CO 2 flux is absent from ocean models. Our analysis suggests that issues in representing the balance between the thermal and non-thermal components of the CO 2 sink and/or insufficient variability in mode water formation might contribute to the lack of decadal variability in the current generation of ocean models. This article is part of a discussion meeting issue 'Heat and carbon uptake in the Southern Ocean: the state of the art and future priorities'. Article in Journal/Newspaper Southern Ocean École Polytechnique, Université Paris-Saclay: HAL Southern Ocean Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences 381 2249