How does internal variability influence the ability of CMIP5 models to reproduce the recent trend in Southern Ocean sea ice extent?

Observations over the last 30 yr have shown that the sea ice extent in the Southern Ocean has slightly increased since 1979. Mechanisms responsible for this positive trend have not been well established yet. In this study we tackle two related issues: is the observed positive trend compatible with t...

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Published in:The Cryosphere
Main Authors: Zunz, Violette, Goosse, Hugues, Massonnet, François
Other Authors: UCL - SST/ELI/ELIC - Earth & Climate
Format: Article in Journal/Newspaper
Language:English
Published: Copernicus GmbH 2013
Subjects:
Online Access:http://hdl.handle.net/2078.1/126087
https://doi.org/10.5194/tc-7-451-2013
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spelling ftunivlouvain:oai:dial.uclouvain.be:boreal:126087 2024-05-19T07:29:28+00:00 How does internal variability influence the ability of CMIP5 models to reproduce the recent trend in Southern Ocean sea ice extent? Zunz, Violette Goosse, Hugues Massonnet, François UCL - SST/ELI/ELIC - Earth & Climate 2013 http://hdl.handle.net/2078.1/126087 https://doi.org/10.5194/tc-7-451-2013 eng eng Copernicus GmbH boreal:126087 http://hdl.handle.net/2078.1/126087 doi:10.5194/tc-7-451-2013 urn:ISSN:1994-0416 urn:EISSN:1994-0424 info:eu-repo/semantics/openAccess The Cryosphere, Vol. 7, p. 451-468 (2013) CISM:CECI models Southern Ocean sea ice Climate 1443 info:eu-repo/semantics/article 2013 ftunivlouvain https://doi.org/10.5194/tc-7-451-2013 2024-04-24T01:39:08Z Observations over the last 30 yr have shown that the sea ice extent in the Southern Ocean has slightly increased since 1979. Mechanisms responsible for this positive trend have not been well established yet. In this study we tackle two related issues: is the observed positive trend compatible with the internal variability of the system, and do the models agree with what we know about the observed internal variability? For that purpose, we analyse the evolution of sea ice around the Antarctic simulated by 24 different general circulation models involved in the 5th Coupled Model Intercomparison Project (CMIP5), using both historical and hindcast experiments. Our analyses show that CMIP5 models respond to the forcing, including the one induced by stratospheric ozone depletion, by reducing the sea ice cover in the Southern Ocean. Some simulations display an increase in sea ice extent similar to the observed one. According to models, the observed positive trend is compatible with internal variability. However, models strongly overestimate the variance of sea ice extent and the initialization methods currently used in models do not improve systematically the simulated trends in sea ice extent. On the basis of those results, a critical role of the internal variability in the observed increase of sea ice extent in the Southern Ocean could not be ruled out, but current models results appear inadequate to test more precisely this hypothesis. Article in Journal/Newspaper Antarc* Antarctic Sea ice Southern Ocean The Cryosphere DIAL@UCLouvain (Université catholique de Louvain) The Cryosphere 7 2 451 468
institution Open Polar
collection DIAL@UCLouvain (Université catholique de Louvain)
op_collection_id ftunivlouvain
language English
topic CISM:CECI
models
Southern Ocean sea ice
Climate
1443
spellingShingle CISM:CECI
models
Southern Ocean sea ice
Climate
1443
Zunz, Violette
Goosse, Hugues
Massonnet, François
How does internal variability influence the ability of CMIP5 models to reproduce the recent trend in Southern Ocean sea ice extent?
topic_facet CISM:CECI
models
Southern Ocean sea ice
Climate
1443
description Observations over the last 30 yr have shown that the sea ice extent in the Southern Ocean has slightly increased since 1979. Mechanisms responsible for this positive trend have not been well established yet. In this study we tackle two related issues: is the observed positive trend compatible with the internal variability of the system, and do the models agree with what we know about the observed internal variability? For that purpose, we analyse the evolution of sea ice around the Antarctic simulated by 24 different general circulation models involved in the 5th Coupled Model Intercomparison Project (CMIP5), using both historical and hindcast experiments. Our analyses show that CMIP5 models respond to the forcing, including the one induced by stratospheric ozone depletion, by reducing the sea ice cover in the Southern Ocean. Some simulations display an increase in sea ice extent similar to the observed one. According to models, the observed positive trend is compatible with internal variability. However, models strongly overestimate the variance of sea ice extent and the initialization methods currently used in models do not improve systematically the simulated trends in sea ice extent. On the basis of those results, a critical role of the internal variability in the observed increase of sea ice extent in the Southern Ocean could not be ruled out, but current models results appear inadequate to test more precisely this hypothesis.
author2 UCL - SST/ELI/ELIC - Earth & Climate
format Article in Journal/Newspaper
author Zunz, Violette
Goosse, Hugues
Massonnet, François
author_facet Zunz, Violette
Goosse, Hugues
Massonnet, François
author_sort Zunz, Violette
title How does internal variability influence the ability of CMIP5 models to reproduce the recent trend in Southern Ocean sea ice extent?
title_short How does internal variability influence the ability of CMIP5 models to reproduce the recent trend in Southern Ocean sea ice extent?
title_full How does internal variability influence the ability of CMIP5 models to reproduce the recent trend in Southern Ocean sea ice extent?
title_fullStr How does internal variability influence the ability of CMIP5 models to reproduce the recent trend in Southern Ocean sea ice extent?
title_full_unstemmed How does internal variability influence the ability of CMIP5 models to reproduce the recent trend in Southern Ocean sea ice extent?
title_sort how does internal variability influence the ability of cmip5 models to reproduce the recent trend in southern ocean sea ice extent?
publisher Copernicus GmbH
publishDate 2013
url http://hdl.handle.net/2078.1/126087
https://doi.org/10.5194/tc-7-451-2013
genre Antarc*
Antarctic
Sea ice
Southern Ocean
The Cryosphere
genre_facet Antarc*
Antarctic
Sea ice
Southern Ocean
The Cryosphere
op_source The Cryosphere, Vol. 7, p. 451-468 (2013)
op_relation boreal:126087
http://hdl.handle.net/2078.1/126087
doi:10.5194/tc-7-451-2013
urn:ISSN:1994-0416
urn:EISSN:1994-0424
op_rights info:eu-repo/semantics/openAccess
op_doi https://doi.org/10.5194/tc-7-451-2013
container_title The Cryosphere
container_volume 7
container_issue 2
container_start_page 451
op_container_end_page 468
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