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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...

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Autores principales: Morioka, Yushi, Iovino, Doroteaciro, Cipollone, Andrea, Masina, Simona, Behera, Swadhin K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
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.
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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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