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: Yushi Morioka, Doroteaciro Iovino, Andrea Cipollone, Simona Masina, Swadhin K. Behera
Format: Article in Journal/Newspaper
Language:English
Published: Nature Portfolio 2021
Subjects:
Online Access:https://doi.org/10.1038/s41598-021-91042-4
https://doaj.org/article/0722b21569a24a20b7f46f604aacbebb
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author Yushi Morioka
Doroteaciro Iovino
Andrea Cipollone
Simona Masina
Swadhin K. Behera
author_facet Yushi Morioka
Doroteaciro Iovino
Andrea Cipollone
Simona Masina
Swadhin K. Behera
author_sort Yushi Morioka
collection Directory of Open Access Journals: DOAJ Articles
container_issue 1
container_title Scientific Reports
container_volume 11
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.
format Article in Journal/Newspaper
genre Antarc*
Antarctic
Antarctic Ocean
Sea ice
Weddell Sea
genre_facet Antarc*
Antarctic
Antarctic Ocean
Sea ice
Weddell Sea
geographic Antarctic
Antarctic Ocean
Austral
The Antarctic
Weddell
Weddell Sea
geographic_facet Antarctic
Antarctic Ocean
Austral
The Antarctic
Weddell
Weddell Sea
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op_doi https://doi.org/10.1038/s41598-021-91042-4
op_relation https://doi.org/10.1038/s41598-021-91042-4
https://doaj.org/toc/2045-2322
doi:10.1038/s41598-021-91042-4
2045-2322
https://doaj.org/article/0722b21569a24a20b7f46f604aacbebb
op_source Scientific Reports, Vol 11, Iss 1, Pp 1-13 (2021)
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publisher Nature Portfolio
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spelling ftdoajarticles:oai:doaj.org/article:0722b21569a24a20b7f46f604aacbebb 2025-01-16T19:08:48+00:00 Summertime sea-ice prediction in the Weddell Sea improved by sea-ice thickness initialization Yushi Morioka Doroteaciro Iovino Andrea Cipollone Simona Masina Swadhin K. Behera 2021-06-01T00:00:00Z https://doi.org/10.1038/s41598-021-91042-4 https://doaj.org/article/0722b21569a24a20b7f46f604aacbebb EN eng Nature Portfolio https://doi.org/10.1038/s41598-021-91042-4 https://doaj.org/toc/2045-2322 doi:10.1038/s41598-021-91042-4 2045-2322 https://doaj.org/article/0722b21569a24a20b7f46f604aacbebb Scientific Reports, Vol 11, Iss 1, Pp 1-13 (2021) Medicine R Science Q article 2021 ftdoajarticles https://doi.org/10.1038/s41598-021-91042-4 2022-12-31T05:05:17Z 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 Directory of Open Access Journals: DOAJ Articles Antarctic Antarctic Ocean Austral The Antarctic Weddell Weddell Sea Scientific Reports 11 1
spellingShingle Medicine
R
Science
Q
Yushi Morioka
Doroteaciro Iovino
Andrea Cipollone
Simona Masina
Swadhin K. Behera
Summertime sea-ice prediction in the Weddell Sea improved by sea-ice thickness initialization
title 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_short 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
topic Medicine
R
Science
Q
topic_facet Medicine
R
Science
Q
url https://doi.org/10.1038/s41598-021-91042-4
https://doaj.org/article/0722b21569a24a20b7f46f604aacbebb