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:
geo
Online Access:https://doi.org/10.1016/J.OCEMOD.2013.01.003
https://hal.archives-ouvertes.fr/hal-00912619
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record_format openpolar
institution Open Polar
collection Unknown
op_collection_id fttriple
language English
topic geo
envir
spellingShingle geo
envir
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 geo
envir
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 km3/decade (5.6±5.3%/decade) during this period, with an increase in the Ross and Weddell Seas (150±124 and 209±362 km3/decade, respectively) and a decrease in the Amundsen-Bellingshausen Seas (-45±54 km3/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://doi.org/10.1016/J.OCEMOD.2013.01.003
https://hal.archives-ouvertes.fr/hal-00912619
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 Hyper Article en Ligne - Sciences de l'Homme et de la Société
ISSN: 1463-5003
Ocean Modelling
Ocean Modelling, Elsevier, 2013, 64, pp.67-75. ⟨10.1016/J.OCEMOD.2013.01.003⟩
op_relation hal-00912619
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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 fttriple:oai:gotriple.eu:10670/1.mjb1we 2023-05-15T13:46:46+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) 2013-04-01 https://doi.org/10.1016/J.OCEMOD.2013.01.003 https://hal.archives-ouvertes.fr/hal-00912619 en eng HAL CCSD Elsevier hal-00912619 BIBCODE: 2013OcMod.64.67M doi:10.1016/J.OCEMOD.2013.01.003 10670/1.mjb1we https://hal.archives-ouvertes.fr/hal-00912619 undefined Hyper Article en Ligne - Sciences de l'Homme et de la Société ISSN: 1463-5003 Ocean Modelling Ocean Modelling, Elsevier, 2013, 64, pp.67-75. ⟨10.1016/J.OCEMOD.2013.01.003⟩ geo envir Journal Article https://vocabularies.coar-repositories.org/resource_types/c_6501/ 2013 fttriple https://doi.org/10.1016/J.OCEMOD.2013.01.003 2023-01-22T16:41:02Z 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 km3/decade (5.6±5.3%/decade) during this period, with an increase in the Ross and Weddell Seas (150±124 and 209±362 km3/decade, respectively) and a decrease in the Amundsen-Bellingshausen Seas (-45±54 km3/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 Unknown Antarctic Southern Ocean The Antarctic Weddell Ocean Modelling 64 67 75