A model reconstruction of the Antarctic sea ice thickness and volume changes over 1980-2008 using data assimilation

International audience Sea ice variability in the Southern Ocean has a complex spatio-temporal structure. In a global warming context, the Antarctic sea ice cover has slightly expanded over the recent decades. This increase in sea ice extent results, however, from the sum of positive and negative re...

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Published in:Ocean Modelling
Main Authors: Massonnet, François, Mathiot, Pierre, Fichefet, Thierry, Goosse, Hugues, König Beatty, Christof, Vancoppenolle, Martin, Lavergne, Thomas
Other Authors: Institut d'Astronomie et de Géophysique Georges Lemaître (UCL-ASTR), Université Catholique de Louvain = Catholic University of Louvain (UCL), British Antarctic Survey (BAS), Natural Environment Research Council (NERC), Laboratoire d'Océanographie et du Climat : Expérimentations et Approches Numériques (LOCEAN), Institut de Recherche pour le Développement (IRD)-Centre National de la Recherche Scientifique (CNRS)-Institut national des sciences de l'Univers (INSU - CNRS)-Université Pierre et Marie Curie - Paris 6 (UPMC)-Muséum national d'Histoire naturelle (MNHN)-Institut Pierre-Simon-Laplace (IPSL (FR_636)), École normale supérieure - Paris (ENS Paris), Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris Diderot - Paris 7 (UPD7)-École polytechnique (X)-Centre National d'Études Spatiales Toulouse (CNES)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-École normale supérieure - Paris (ENS Paris), Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Paris Diderot - Paris 7 (UPD7)-École polytechnique (X)-Centre National d'Études Spatiales Toulouse (CNES)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)
Format: Article in Journal/Newspaper
Language:English
Published: HAL CCSD 2013
Subjects:
Online Access:https://hal.archives-ouvertes.fr/hal-00912619
https://doi.org/10.1016/J.OCEMOD.2013.01.003
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institution Open Polar
collection Archive ouverte HAL (Hyper Article en Ligne, CCSD - Centre pour la Communication Scientifique Directe)
op_collection_id ftccsdartic
language English
topic [PHYS.PHYS.PHYS-GEO-PH]Physics [physics]/Physics [physics]/Geophysics [physics.geo-ph]
[SDU.STU.GP]Sciences of the Universe [physics]/Earth Sciences/Geophysics [physics.geo-ph]
[SDE.MCG]Environmental Sciences/Global Changes
spellingShingle [PHYS.PHYS.PHYS-GEO-PH]Physics [physics]/Physics [physics]/Geophysics [physics.geo-ph]
[SDU.STU.GP]Sciences of the Universe [physics]/Earth Sciences/Geophysics [physics.geo-ph]
[SDE.MCG]Environmental Sciences/Global Changes
Massonnet, François
Mathiot, Pierre
Fichefet, Thierry
Goosse, Hugues
König Beatty, Christof
Vancoppenolle, Martin
Lavergne, Thomas
A model reconstruction of the Antarctic sea ice thickness and volume changes over 1980-2008 using data assimilation
topic_facet [PHYS.PHYS.PHYS-GEO-PH]Physics [physics]/Physics [physics]/Geophysics [physics.geo-ph]
[SDU.STU.GP]Sciences of the Universe [physics]/Earth Sciences/Geophysics [physics.geo-ph]
[SDE.MCG]Environmental Sciences/Global Changes
description International audience Sea ice variability in the Southern Ocean has a complex spatio-temporal structure. In a global warming context, the Antarctic sea ice cover has slightly expanded over the recent decades. This increase in sea ice extent results, however, from the sum of positive and negative regional trends and is influenced by a wide range of modes of climate variability. An additional view on sea ice thickness and volume changes would improve our understanding. Still, no large-scale multi-decadal well-sampled record of Antarctic sea ice thickness exists to date. To address this issue, we assimilate real sea ice concentration data into the ocean-sea ice model NEMO-LIM2 using an ensemble Kalman filter and demonstrate the positive impacts on the global sea ice cover. This paper reports the 1980-2008 evolution (monthly anomalies, trends plus their uncertainty ranges) of sea ice volume and thickness in different sectors of the Southern Ocean. We find that the global Antarctic sea ice volume has risen at a pace of 355±338 km 3 /decade (5.6±5.3%/decade) during this period, with an increase in the Ross and Weddell Seas (150±124 and 209±362 km 3 /decade, respectively) and a decrease in the Amundsen-Bellingshausen Seas (-45±54 km 3 /decade). Sea ice volume anomalies co-vary well with extent anomalies, and exhibit yearly to decadal fluctuations. The results stress the need to analyze sea ice changes at the regional level first and then at the hemispheric level.
author2 Institut d'Astronomie et de Géophysique Georges Lemaître (UCL-ASTR)
Université Catholique de Louvain = Catholic University of Louvain (UCL)
British Antarctic Survey (BAS)
Natural Environment Research Council (NERC)
Laboratoire d'Océanographie et du Climat : Expérimentations et Approches Numériques (LOCEAN)
Institut de Recherche pour le Développement (IRD)-Centre National de la Recherche Scientifique (CNRS)-Institut national des sciences de l'Univers (INSU - CNRS)-Université Pierre et Marie Curie - Paris 6 (UPMC)-Muséum national d'Histoire naturelle (MNHN)-Institut Pierre-Simon-Laplace (IPSL (FR_636))
École normale supérieure - Paris (ENS Paris)
Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris Diderot - Paris 7 (UPD7)-École polytechnique (X)-Centre National d'Études Spatiales Toulouse (CNES)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-École normale supérieure - Paris (ENS Paris)
Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Paris Diderot - Paris 7 (UPD7)-École polytechnique (X)-Centre National d'Études Spatiales Toulouse (CNES)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)
format Article in Journal/Newspaper
author Massonnet, François
Mathiot, Pierre
Fichefet, Thierry
Goosse, Hugues
König Beatty, Christof
Vancoppenolle, Martin
Lavergne, Thomas
author_facet Massonnet, François
Mathiot, Pierre
Fichefet, Thierry
Goosse, Hugues
König Beatty, Christof
Vancoppenolle, Martin
Lavergne, Thomas
author_sort Massonnet, François
title A model reconstruction of the Antarctic sea ice thickness and volume changes over 1980-2008 using data assimilation
title_short A model reconstruction of the Antarctic sea ice thickness and volume changes over 1980-2008 using data assimilation
title_full A model reconstruction of the Antarctic sea ice thickness and volume changes over 1980-2008 using data assimilation
title_fullStr A model reconstruction of the Antarctic sea ice thickness and volume changes over 1980-2008 using data assimilation
title_full_unstemmed A model reconstruction of the Antarctic sea ice thickness and volume changes over 1980-2008 using data assimilation
title_sort model reconstruction of the antarctic sea ice thickness and volume changes over 1980-2008 using data assimilation
publisher HAL CCSD
publishDate 2013
url https://hal.archives-ouvertes.fr/hal-00912619
https://doi.org/10.1016/J.OCEMOD.2013.01.003
geographic Antarctic
Southern Ocean
The Antarctic
Weddell
geographic_facet Antarctic
Southern Ocean
The Antarctic
Weddell
genre Antarc*
Antarctic
Sea ice
Southern Ocean
genre_facet Antarc*
Antarctic
Sea ice
Southern Ocean
op_source ISSN: 1463-5003
Ocean Modelling
https://hal.archives-ouvertes.fr/hal-00912619
Ocean Modelling, Elsevier, 2013, 64, pp.67-75. ⟨10.1016/J.OCEMOD.2013.01.003⟩
op_relation info:eu-repo/semantics/altIdentifier/doi/10.1016/J.OCEMOD.2013.01.003
hal-00912619
https://hal.archives-ouvertes.fr/hal-00912619
BIBCODE: 2013OcMod.64.67M
doi:10.1016/J.OCEMOD.2013.01.003
op_doi https://doi.org/10.1016/J.OCEMOD.2013.01.003
container_title Ocean Modelling
container_volume 64
container_start_page 67
op_container_end_page 75
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spelling ftccsdartic:oai:HAL:hal-00912619v1 2023-05-15T13:51:54+02:00 A model reconstruction of the Antarctic sea ice thickness and volume changes over 1980-2008 using data assimilation Massonnet, François Mathiot, Pierre Fichefet, Thierry Goosse, Hugues König Beatty, Christof Vancoppenolle, Martin Lavergne, Thomas Institut d'Astronomie et de Géophysique Georges Lemaître (UCL-ASTR) Université Catholique de Louvain = Catholic University of Louvain (UCL) British Antarctic Survey (BAS) Natural Environment Research Council (NERC) Laboratoire d'Océanographie et du Climat : Expérimentations et Approches Numériques (LOCEAN) Institut de Recherche pour le Développement (IRD)-Centre National de la Recherche Scientifique (CNRS)-Institut national des sciences de l'Univers (INSU - CNRS)-Université Pierre et Marie Curie - Paris 6 (UPMC)-Muséum national d'Histoire naturelle (MNHN)-Institut Pierre-Simon-Laplace (IPSL (FR_636)) École normale supérieure - Paris (ENS Paris) Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris Diderot - Paris 7 (UPD7)-École polytechnique (X)-Centre National d'Études Spatiales Toulouse (CNES)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-École normale supérieure - Paris (ENS Paris) Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Paris Diderot - Paris 7 (UPD7)-École polytechnique (X)-Centre National d'Études Spatiales Toulouse (CNES)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS) 2013-04 https://hal.archives-ouvertes.fr/hal-00912619 https://doi.org/10.1016/J.OCEMOD.2013.01.003 en eng HAL CCSD Elsevier info:eu-repo/semantics/altIdentifier/doi/10.1016/J.OCEMOD.2013.01.003 hal-00912619 https://hal.archives-ouvertes.fr/hal-00912619 BIBCODE: 2013OcMod.64.67M doi:10.1016/J.OCEMOD.2013.01.003 ISSN: 1463-5003 Ocean Modelling https://hal.archives-ouvertes.fr/hal-00912619 Ocean Modelling, Elsevier, 2013, 64, pp.67-75. ⟨10.1016/J.OCEMOD.2013.01.003⟩ [PHYS.PHYS.PHYS-GEO-PH]Physics [physics]/Physics [physics]/Geophysics [physics.geo-ph] [SDU.STU.GP]Sciences of the Universe [physics]/Earth Sciences/Geophysics [physics.geo-ph] [SDE.MCG]Environmental Sciences/Global Changes info:eu-repo/semantics/article Journal articles 2013 ftccsdartic https://doi.org/10.1016/J.OCEMOD.2013.01.003 2021-11-21T03:37:57Z International audience Sea ice variability in the Southern Ocean has a complex spatio-temporal structure. In a global warming context, the Antarctic sea ice cover has slightly expanded over the recent decades. This increase in sea ice extent results, however, from the sum of positive and negative regional trends and is influenced by a wide range of modes of climate variability. An additional view on sea ice thickness and volume changes would improve our understanding. Still, no large-scale multi-decadal well-sampled record of Antarctic sea ice thickness exists to date. To address this issue, we assimilate real sea ice concentration data into the ocean-sea ice model NEMO-LIM2 using an ensemble Kalman filter and demonstrate the positive impacts on the global sea ice cover. This paper reports the 1980-2008 evolution (monthly anomalies, trends plus their uncertainty ranges) of sea ice volume and thickness in different sectors of the Southern Ocean. We find that the global Antarctic sea ice volume has risen at a pace of 355±338 km 3 /decade (5.6±5.3%/decade) during this period, with an increase in the Ross and Weddell Seas (150±124 and 209±362 km 3 /decade, respectively) and a decrease in the Amundsen-Bellingshausen Seas (-45±54 km 3 /decade). Sea ice volume anomalies co-vary well with extent anomalies, and exhibit yearly to decadal fluctuations. The results stress the need to analyze sea ice changes at the regional level first and then at the hemispheric level. Article in Journal/Newspaper Antarc* Antarctic Sea ice Southern Ocean Archive ouverte HAL (Hyper Article en Ligne, CCSD - Centre pour la Communication Scientifique Directe) Antarctic Southern Ocean The Antarctic Weddell Ocean Modelling 64 67 75