Predictability and predictions of Antarctic sea ice on seasonal-to-interannual timescales

Frozen sea water, called sea ice, is an important actor of the climate system. It covers about 12% of the world's oceans. More than reflecting the incoming light, it regulates the exchanges of heat, momentum and matter between the ocean and the atmosphere in polar regions. More extended than it...

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Main Author: Marchi, Sylvain
Other Authors: UCL - SST/ELI/ELIC - Earth & Climate, UCL - Faculté des Sciences, Fichefet, Thierry, Goosse, Hugues, Massonnet, François, Vannitsem, Stéphane, Tietsche, Steffen, De Keersmaecker, Marie-Laurence
Format: Doctoral or Postdoctoral Thesis
Language:English
Published: 2021
Subjects:
Online Access:http://hdl.handle.net/2078.1/242576
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spelling ftunivlouvain:oai:dial.uclouvain.be:boreal:242576 2024-05-12T07:56:29+00:00 Predictability and predictions of Antarctic sea ice on seasonal-to-interannual timescales Marchi, Sylvain UCL - SST/ELI/ELIC - Earth & Climate UCL - Faculté des Sciences Fichefet, Thierry Goosse, Hugues Massonnet, François Vannitsem, Stéphane Tietsche, Steffen De Keersmaecker, Marie-Laurence 2021 http://hdl.handle.net/2078.1/242576 eng eng boreal:242576 http://hdl.handle.net/2078.1/242576 info:eu-repo/semantics/restrictedAccess Sea ice Prediction Antarctic Predictability info:eu-repo/semantics/doctoralThesis 2021 ftunivlouvain 2024-04-17T16:41:31Z Frozen sea water, called sea ice, is an important actor of the climate system. It covers about 12% of the world's oceans. More than reflecting the incoming light, it regulates the exchanges of heat, momentum and matter between the ocean and the atmosphere in polar regions. More extended than its Arctic counterpart, the Antarctic sea ice actively participates in the redistribution of water masses in the world’s major ocean basins. Contrary to what is commonly believed, the Antarctic sea ice has been relatively unaffected by global warming. Until recently, satellite observations even showed a small positive sea ice cover trend. This trend is punctuated by large interannual variations, with a record-high cover in 2014 and a record-low cover in 2017. This makes the Antarctic climate unique and sea ice predictions challenging. At short timescales, predictions are subject to errors originating from incorrect initial conditions (ICs), model imperfections, and by “chaosâ€. While we can act to reduce the first two sources of errors, chaos is inherent to fully coupled climate models. Focusing on this source of error using an idealised protocol, this thesis demonstrates that such models can provide skilful sea ice edge predictions. The predictability is accounted for by the ocean with its great thermal inertia. Unfortunately, we showed that there is still a large predictability gap between idealised and operational predictions. The dearth of observations is problematic to start a prediction. Our results suggest that the errors in the ocean–sea ice ICs could even dominate the errors coming from an incorrect representation of the atmospheric conditions. The imperfect representation of the Antarctic climate in models is another major obstacle. A better observational coverage would certainly help to fix both issues. (SC - Sciences) -- UCL, 2021 Doctoral or Postdoctoral Thesis Antarc* Antarctic Arctic Global warming Sea ice DIAL@UCLouvain (Université catholique de Louvain) Arctic Antarctic The Antarctic
institution Open Polar
collection DIAL@UCLouvain (Université catholique de Louvain)
op_collection_id ftunivlouvain
language English
topic Sea ice
Prediction
Antarctic
Predictability
spellingShingle Sea ice
Prediction
Antarctic
Predictability
Marchi, Sylvain
Predictability and predictions of Antarctic sea ice on seasonal-to-interannual timescales
topic_facet Sea ice
Prediction
Antarctic
Predictability
description Frozen sea water, called sea ice, is an important actor of the climate system. It covers about 12% of the world's oceans. More than reflecting the incoming light, it regulates the exchanges of heat, momentum and matter between the ocean and the atmosphere in polar regions. More extended than its Arctic counterpart, the Antarctic sea ice actively participates in the redistribution of water masses in the world’s major ocean basins. Contrary to what is commonly believed, the Antarctic sea ice has been relatively unaffected by global warming. Until recently, satellite observations even showed a small positive sea ice cover trend. This trend is punctuated by large interannual variations, with a record-high cover in 2014 and a record-low cover in 2017. This makes the Antarctic climate unique and sea ice predictions challenging. At short timescales, predictions are subject to errors originating from incorrect initial conditions (ICs), model imperfections, and by “chaosâ€. While we can act to reduce the first two sources of errors, chaos is inherent to fully coupled climate models. Focusing on this source of error using an idealised protocol, this thesis demonstrates that such models can provide skilful sea ice edge predictions. The predictability is accounted for by the ocean with its great thermal inertia. Unfortunately, we showed that there is still a large predictability gap between idealised and operational predictions. The dearth of observations is problematic to start a prediction. Our results suggest that the errors in the ocean–sea ice ICs could even dominate the errors coming from an incorrect representation of the atmospheric conditions. The imperfect representation of the Antarctic climate in models is another major obstacle. A better observational coverage would certainly help to fix both issues. (SC - Sciences) -- UCL, 2021
author2 UCL - SST/ELI/ELIC - Earth & Climate
UCL - Faculté des Sciences
Fichefet, Thierry
Goosse, Hugues
Massonnet, François
Vannitsem, Stéphane
Tietsche, Steffen
De Keersmaecker, Marie-Laurence
format Doctoral or Postdoctoral Thesis
author Marchi, Sylvain
author_facet Marchi, Sylvain
author_sort Marchi, Sylvain
title Predictability and predictions of Antarctic sea ice on seasonal-to-interannual timescales
title_short Predictability and predictions of Antarctic sea ice on seasonal-to-interannual timescales
title_full Predictability and predictions of Antarctic sea ice on seasonal-to-interannual timescales
title_fullStr Predictability and predictions of Antarctic sea ice on seasonal-to-interannual timescales
title_full_unstemmed Predictability and predictions of Antarctic sea ice on seasonal-to-interannual timescales
title_sort predictability and predictions of antarctic sea ice on seasonal-to-interannual timescales
publishDate 2021
url http://hdl.handle.net/2078.1/242576
geographic Arctic
Antarctic
The Antarctic
geographic_facet Arctic
Antarctic
The Antarctic
genre Antarc*
Antarctic
Arctic
Global warming
Sea ice
genre_facet Antarc*
Antarctic
Arctic
Global warming
Sea ice
op_relation boreal:242576
http://hdl.handle.net/2078.1/242576
op_rights info:eu-repo/semantics/restrictedAccess
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