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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ftvliz:oai:oma.vliz.be:257166 2023-05-15T13:54:11+02:00 Influence of freshwater input on the skill of decadal forecast of sea ice in the Southern Ocean Zunz, V. Goosse, H. 2015 application/pdf https://www.vliz.be/imisdocs/publications/292130.pdf en eng info:eu-repo/semantics/altIdentifier/wos/000353878400009 info:eu-repo/semantics/altIdentifier/doi/doi.org/10.5194/tc-9-541-2015 https://www.vliz.be/imisdocs/publications/292130.pdf info:eu-repo/semantics/openAccess %3Ci%3ECryosphere+9%282%29%3C%2Fi%3E%3A+541-556.+%3Ca+href%3D%22https%3A%2F%2Fdx.doi.org%2F10.5194%2Ftc-9-541-2015%22+target%3D%22_blank%22%3Ehttps%3A%2F%2Fdx.doi.org%2F10.5194%2Ftc-9-541-2015%3C%2Fa%3E info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion 2015 ftvliz https://doi.org/10.5194/tc-9-541-2015 2022-05-01T10:39:55Z 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 Flanders Marine Institute (VLIZ): Open Marine Archive (OMA) Antarctic Southern Ocean The Antarctic Biogeosciences 12 21 6515 6528 |
institution |
Open Polar |
collection |
Flanders Marine Institute (VLIZ): Open Marine Archive (OMA) |
op_collection_id |
ftvliz |
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 |
Article in Journal/Newspaper |
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 |
2015 |
url |
https://www.vliz.be/imisdocs/publications/292130.pdf |
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 |
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op_relation |
info:eu-repo/semantics/altIdentifier/wos/000353878400009 info:eu-repo/semantics/altIdentifier/doi/doi.org/10.5194/tc-9-541-2015 https://www.vliz.be/imisdocs/publications/292130.pdf |
op_rights |
info:eu-repo/semantics/openAccess |
op_doi |
https://doi.org/10.5194/tc-9-541-2015 |
container_title |
Biogeosciences |
container_volume |
12 |
container_issue |
21 |
container_start_page |
6515 |
op_container_end_page |
6528 |
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1766259843322085376 |