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...
Published in: | Scientific Reports |
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Main Authors: | , , , , |
Format: | Article in Journal/Newspaper |
Language: | English |
Published: |
Nature Portfolio
2021
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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 |
id | ftdoajarticles:oai:doaj.org/article:0722b21569a24a20b7f46f604aacbebb |
institution | Open Polar |
language | English |
op_collection_id | ftdoajarticles |
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) |
publishDate | 2021 |
publisher | Nature Portfolio |
record_format | openpolar |
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 |