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: Text
Language:English
Published: 2018
Subjects:
Online Access:https://doi.org/10.5194/tc-9-541-2015
https://tc.copernicus.org/articles/9/541/2015/
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spelling ftcopernicus:oai:publications.copernicus.org:tc25378 2023-05-15T13:54:27+02:00 Influence of freshwater input on the skill of decadal forecast of sea ice in the Southern Ocean Zunz, V. Goosse, H. 2018-09-27 application/pdf https://doi.org/10.5194/tc-9-541-2015 https://tc.copernicus.org/articles/9/541/2015/ eng eng doi:10.5194/tc-9-541-2015 https://tc.copernicus.org/articles/9/541/2015/ eISSN: 1994-0424 Text 2018 ftcopernicus https://doi.org/10.5194/tc-9-541-2015 2020-07-20T16:24:43Z 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. Text Antarc* Antarctic Ice Sheet Sea ice Southern Ocean Copernicus Publications: E-Journals Antarctic Southern Ocean The Antarctic The Cryosphere 9 2 541 556
institution Open Polar
collection Copernicus Publications: E-Journals
op_collection_id ftcopernicus
language English
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 Text
author Zunz, V.
Goosse, H.
spellingShingle Zunz, V.
Goosse, H.
Influence of freshwater input on the skill of decadal forecast of sea ice in the Southern Ocean
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
publishDate 2018
url https://doi.org/10.5194/tc-9-541-2015
https://tc.copernicus.org/articles/9/541/2015/
geographic Antarctic
Southern Ocean
The Antarctic
geographic_facet Antarctic
Southern Ocean
The Antarctic
genre Antarc*
Antarctic
Ice Sheet
Sea ice
Southern Ocean
genre_facet Antarc*
Antarctic
Ice Sheet
Sea ice
Southern Ocean
op_source eISSN: 1994-0424
op_relation doi:10.5194/tc-9-541-2015
https://tc.copernicus.org/articles/9/541/2015/
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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