Summertime sea-ice prediction in the Weddell Sea improved by sea-ice thickness initialization

Abstract Skillful sea-ice prediction in the Antarctic Ocean remains a big challenge due to paucity of sea-ice observations and insufficient representation of sea-ice processes in climate models. Using a coupled general circulation model, this study demonstrates skillful prediction of the summertime...

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Published in:Scientific Reports
Main Authors: Morioka, Yushi, Iovino, Doroteaciro, Cipollone, Andrea, Masina, Simona, Behera, Swadhin K.
Other Authors: Japan Society for the Promotion of Science
Format: Article in Journal/Newspaper
Language:English
Published: Springer Science and Business Media LLC 2021
Subjects:
Online Access:http://dx.doi.org/10.1038/s41598-021-91042-4
http://www.nature.com/articles/s41598-021-91042-4.pdf
http://www.nature.com/articles/s41598-021-91042-4
id crspringernat:10.1038/s41598-021-91042-4
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spelling crspringernat:10.1038/s41598-021-91042-4 2023-05-15T14:08:02+02:00 Summertime sea-ice prediction in the Weddell Sea improved by sea-ice thickness initialization Morioka, Yushi Iovino, Doroteaciro Cipollone, Andrea Masina, Simona Behera, Swadhin K. Japan Society for the Promotion of Science 2021 http://dx.doi.org/10.1038/s41598-021-91042-4 http://www.nature.com/articles/s41598-021-91042-4.pdf http://www.nature.com/articles/s41598-021-91042-4 en eng Springer Science and Business Media LLC https://creativecommons.org/licenses/by/4.0 https://creativecommons.org/licenses/by/4.0 CC-BY Scientific Reports volume 11, issue 1 ISSN 2045-2322 Multidisciplinary journal-article 2021 crspringernat https://doi.org/10.1038/s41598-021-91042-4 2022-01-04T16:57:01Z Abstract Skillful sea-ice prediction in the Antarctic Ocean remains a big challenge due to paucity of sea-ice observations and insufficient representation of sea-ice processes in climate models. Using a coupled general circulation model, this study demonstrates skillful prediction of the summertime sea-ice concentration (SIC) in the Weddell Sea with wintertime SIC and sea-ice thickness (SIT) initializations. During low sea-ice years of the Weddell Sea, negative SIT anomalies initialized in June retain the memory throughout austral winter owing to horizontal advection of the SIT anomalies. The SIT anomalies continue to develop in austral spring owing to more incoming solar radiation and the associated warming of mixed layer, contributing to further sea-ice decrease during late austral summer-early autumn. Concomitantly, the model reasonably reproduces atmospheric circulation anomalies during austral spring in the Amundsen-Bellingshausen Seas besides the Weddell Sea. These results provide evidence that the wintertime SIT initialization benefits skillful summertime sea-ice prediction in the Antarctic Seas. Article in Journal/Newspaper Antarc* Antarctic Antarctic Ocean Sea ice Weddell Sea Springer Nature (via Crossref) Antarctic The Antarctic Weddell Sea Austral Weddell Antarctic Ocean Scientific Reports 11 1
institution Open Polar
collection Springer Nature (via Crossref)
op_collection_id crspringernat
language English
topic Multidisciplinary
spellingShingle Multidisciplinary
Morioka, Yushi
Iovino, Doroteaciro
Cipollone, Andrea
Masina, Simona
Behera, Swadhin K.
Summertime sea-ice prediction in the Weddell Sea improved by sea-ice thickness initialization
topic_facet Multidisciplinary
description Abstract Skillful sea-ice prediction in the Antarctic Ocean remains a big challenge due to paucity of sea-ice observations and insufficient representation of sea-ice processes in climate models. Using a coupled general circulation model, this study demonstrates skillful prediction of the summertime sea-ice concentration (SIC) in the Weddell Sea with wintertime SIC and sea-ice thickness (SIT) initializations. During low sea-ice years of the Weddell Sea, negative SIT anomalies initialized in June retain the memory throughout austral winter owing to horizontal advection of the SIT anomalies. The SIT anomalies continue to develop in austral spring owing to more incoming solar radiation and the associated warming of mixed layer, contributing to further sea-ice decrease during late austral summer-early autumn. Concomitantly, the model reasonably reproduces atmospheric circulation anomalies during austral spring in the Amundsen-Bellingshausen Seas besides the Weddell Sea. These results provide evidence that the wintertime SIT initialization benefits skillful summertime sea-ice prediction in the Antarctic Seas.
author2 Japan Society for the Promotion of Science
format Article in Journal/Newspaper
author Morioka, Yushi
Iovino, Doroteaciro
Cipollone, Andrea
Masina, Simona
Behera, Swadhin K.
author_facet Morioka, Yushi
Iovino, Doroteaciro
Cipollone, Andrea
Masina, Simona
Behera, Swadhin K.
author_sort Morioka, Yushi
title Summertime sea-ice prediction in the Weddell Sea improved by sea-ice thickness initialization
title_short Summertime sea-ice prediction in the Weddell Sea improved by sea-ice thickness initialization
title_full Summertime sea-ice prediction in the Weddell Sea improved by sea-ice thickness initialization
title_fullStr Summertime sea-ice prediction in the Weddell Sea improved by sea-ice thickness initialization
title_full_unstemmed Summertime sea-ice prediction in the Weddell Sea improved by sea-ice thickness initialization
title_sort summertime sea-ice prediction in the weddell sea improved by sea-ice thickness initialization
publisher Springer Science and Business Media LLC
publishDate 2021
url http://dx.doi.org/10.1038/s41598-021-91042-4
http://www.nature.com/articles/s41598-021-91042-4.pdf
http://www.nature.com/articles/s41598-021-91042-4
geographic Antarctic
The Antarctic
Weddell Sea
Austral
Weddell
Antarctic Ocean
geographic_facet Antarctic
The Antarctic
Weddell Sea
Austral
Weddell
Antarctic Ocean
genre Antarc*
Antarctic
Antarctic Ocean
Sea ice
Weddell Sea
genre_facet Antarc*
Antarctic
Antarctic Ocean
Sea ice
Weddell Sea
op_source Scientific Reports
volume 11, issue 1
ISSN 2045-2322
op_rights https://creativecommons.org/licenses/by/4.0
https://creativecommons.org/licenses/by/4.0
op_rightsnorm CC-BY
op_doi https://doi.org/10.1038/s41598-021-91042-4
container_title Scientific Reports
container_volume 11
container_issue 1
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