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Summertime sea-ice prediction in the Weddell Sea improved by sea-ice thickness initialization
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 c...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8190284/ https://www.ncbi.nlm.nih.gov/pubmed/34108493 http://dx.doi.org/10.1038/s41598-021-91042-4 |
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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 |
collection | PubMed |
description | 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 | Online Article Text |
id | pubmed-8190284 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-81902842021-06-10 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. Sci Rep Article 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. Nature Publishing Group UK 2021-06-09 /pmc/articles/PMC8190284/ /pubmed/34108493 http://dx.doi.org/10.1038/s41598-021-91042-4 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article 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 |
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 | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8190284/ https://www.ncbi.nlm.nih.gov/pubmed/34108493 http://dx.doi.org/10.1038/s41598-021-91042-4 |
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