Influence of freshwater input on the skill of decadal forecast of sea ice in the Southern Ocean

Recent studies have investigated the potential link between the freshwater input derived from the melting of the Antarctic ice sheet and the observed recent increase in sea ice extent in the Southern Ocean. In this study, we assess the impact of an additional freshwater flux on the trend in sea ice...

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Published in:The Cryosphere
Main Authors: Zunz, V., Goosse, H.
Format: Article in Journal/Newspaper
Language:English
Published: Copernicus Publications 2015
Subjects:
Online Access:https://doi.org/10.5194/tc-9-541-2015
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spelling ftnonlinearchiv:oai:noa.gwlb.de:cop_mods_00017155 2023-05-15T13:41:02+02:00 Influence of freshwater input on the skill of decadal forecast of sea ice in the Southern Ocean Zunz, V. Goosse, H. 2015-03 electronic https://doi.org/10.5194/tc-9-541-2015 https://noa.gwlb.de/receive/cop_mods_00017155 https://noa.gwlb.de/servlets/MCRFileNodeServlet/cop_derivate_00017110/tc-9-541-2015.pdf https://tc.copernicus.org/articles/9/541/2015/tc-9-541-2015.pdf eng eng Copernicus Publications The Cryosphere -- ˜Theœ Cryosphere -- http://www.bibliothek.uni-regensburg.de/ezeit/?2393169 -- http://www.the-cryosphere.net/ -- 1994-0424 https://doi.org/10.5194/tc-9-541-2015 https://noa.gwlb.de/receive/cop_mods_00017155 https://noa.gwlb.de/servlets/MCRFileNodeServlet/cop_derivate_00017110/tc-9-541-2015.pdf https://tc.copernicus.org/articles/9/541/2015/tc-9-541-2015.pdf uneingeschränkt info:eu-repo/semantics/openAccess article Verlagsveröffentlichung article Text doc-type:article 2015 ftnonlinearchiv https://doi.org/10.5194/tc-9-541-2015 2022-02-08T22:53:50Z Recent studies have investigated the potential link between the freshwater input derived from the melting of the Antarctic ice sheet and the observed recent increase in sea ice extent in the Southern Ocean. In this study, we assess the impact of an additional freshwater flux on the trend in sea ice extent and concentration in simulations with data assimilation, spanning the period 1850–2009, as well as in retrospective forecasts (hindcasts) initialised in 1980. In the simulations with data assimilation, the inclusion of an additional freshwater flux that follows an autoregressive process improves the reconstruction of the trend in ice extent and concentration between 1980 and 2009. This is linked to a better efficiency of the data assimilation procedure but can also be due to a better representation of the freshwater cycle in the Southern Ocean. The results of the hindcast simulations show that an adequate initial state, reconstructed thanks to the data assimilation procedure including an additional freshwater flux, can lead to an increase in the sea ice extent spanning several decades that is in agreement with satellite observations. In our hindcast simulations, an increase in sea ice extent is obtained even in the absence of any major change in the freshwater input over the last decades. Therefore, while the additional freshwater flux appears to play a key role in the reconstruction of the evolution of the sea ice in the simulation with data assimilation, it does not seem to be required in the hindcast simulations. The present work thus provides encouraging results for sea ice predictions in the Southern Ocean, as in our simulation the positive trend in ice extent over the last 30 years is largely determined by the state of the system in the late 1970s. Article in Journal/Newspaper Antarc* Antarctic Ice Sheet Sea ice Southern Ocean The Cryosphere Niedersächsisches Online-Archiv NOA Antarctic Southern Ocean The Antarctic The Cryosphere 9 2 541 556
institution Open Polar
collection Niedersächsisches Online-Archiv NOA
op_collection_id ftnonlinearchiv
language English
topic article
Verlagsveröffentlichung
spellingShingle article
Verlagsveröffentlichung
Zunz, V.
Goosse, H.
Influence of freshwater input on the skill of decadal forecast of sea ice in the Southern Ocean
topic_facet article
Verlagsveröffentlichung
description Recent studies have investigated the potential link between the freshwater input derived from the melting of the Antarctic ice sheet and the observed recent increase in sea ice extent in the Southern Ocean. In this study, we assess the impact of an additional freshwater flux on the trend in sea ice extent and concentration in simulations with data assimilation, spanning the period 1850–2009, as well as in retrospective forecasts (hindcasts) initialised in 1980. In the simulations with data assimilation, the inclusion of an additional freshwater flux that follows an autoregressive process improves the reconstruction of the trend in ice extent and concentration between 1980 and 2009. This is linked to a better efficiency of the data assimilation procedure but can also be due to a better representation of the freshwater cycle in the Southern Ocean. The results of the hindcast simulations show that an adequate initial state, reconstructed thanks to the data assimilation procedure including an additional freshwater flux, can lead to an increase in the sea ice extent spanning several decades that is in agreement with satellite observations. In our hindcast simulations, an increase in sea ice extent is obtained even in the absence of any major change in the freshwater input over the last decades. Therefore, while the additional freshwater flux appears to play a key role in the reconstruction of the evolution of the sea ice in the simulation with data assimilation, it does not seem to be required in the hindcast simulations. The present work thus provides encouraging results for sea ice predictions in the Southern Ocean, as in our simulation the positive trend in ice extent over the last 30 years is largely determined by the state of the system in the late 1970s.
format Article in Journal/Newspaper
author Zunz, V.
Goosse, H.
author_facet Zunz, V.
Goosse, H.
author_sort Zunz, V.
title Influence of freshwater input on the skill of decadal forecast of sea ice in the Southern Ocean
title_short Influence of freshwater input on the skill of decadal forecast of sea ice in the Southern Ocean
title_full Influence of freshwater input on the skill of decadal forecast of sea ice in the Southern Ocean
title_fullStr Influence of freshwater input on the skill of decadal forecast of sea ice in the Southern Ocean
title_full_unstemmed Influence of freshwater input on the skill of decadal forecast of sea ice in the Southern Ocean
title_sort influence of freshwater input on the skill of decadal forecast of sea ice in the southern ocean
publisher Copernicus Publications
publishDate 2015
url https://doi.org/10.5194/tc-9-541-2015
https://noa.gwlb.de/receive/cop_mods_00017155
https://noa.gwlb.de/servlets/MCRFileNodeServlet/cop_derivate_00017110/tc-9-541-2015.pdf
https://tc.copernicus.org/articles/9/541/2015/tc-9-541-2015.pdf
geographic Antarctic
Southern Ocean
The Antarctic
geographic_facet Antarctic
Southern Ocean
The Antarctic
genre Antarc*
Antarctic
Ice Sheet
Sea ice
Southern Ocean
The Cryosphere
genre_facet Antarc*
Antarctic
Ice Sheet
Sea ice
Southern Ocean
The Cryosphere
op_relation The Cryosphere -- ˜Theœ Cryosphere -- http://www.bibliothek.uni-regensburg.de/ezeit/?2393169 -- http://www.the-cryosphere.net/ -- 1994-0424
https://doi.org/10.5194/tc-9-541-2015
https://noa.gwlb.de/receive/cop_mods_00017155
https://noa.gwlb.de/servlets/MCRFileNodeServlet/cop_derivate_00017110/tc-9-541-2015.pdf
https://tc.copernicus.org/articles/9/541/2015/tc-9-541-2015.pdf
op_rights uneingeschränkt
info:eu-repo/semantics/openAccess
op_doi https://doi.org/10.5194/tc-9-541-2015
container_title The Cryosphere
container_volume 9
container_issue 2
container_start_page 541
op_container_end_page 556
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