Advances in Machine Learning Techniques Can Assist Across a Variety of Stages in Sea Ice Applications
International audience
Published in: | Bulletin of the American Meteorological Society |
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Main Authors: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
Other Authors: | , , , , , , , , , , , , , , , , , , , , , , , , , |
Format: | Article in Journal/Newspaper |
Language: | English |
Published: |
HAL CCSD
2024
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Subjects: | |
Online Access: | https://hal.science/hal-04588974 https://hal.science/hal-04588974/document https://hal.science/hal-04588974/file/bams-BAMS-D-23-0332.1-3.pdf https://doi.org/10.1175/bams-d-23-0332.1 |
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ftinsu:oai:HAL:hal-04588974v1 |
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openpolar |
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Open Polar |
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Institut national des sciences de l'Univers: HAL-INSU |
op_collection_id |
ftinsu |
language |
English |
topic |
Antarctica Arctic Sea ice Forecasting Artificial intelligence Machine learning [SDU]Sciences of the Universe [physics] |
spellingShingle |
Antarctica Arctic Sea ice Forecasting Artificial intelligence Machine learning [SDU]Sciences of the Universe [physics] Eayrs, Clare Lee, Won Sang Jin, Emilia Lemieux, Jean-François Massonnet, François Vancoppenolle, M. Zampieri, Lorenzo Bennetts, Luke Blockley, Ed Chung, Eui-Seok Fraser, Alexander Ham, Yoo-Geun Im, Jungho Kim, Baek-Min Kim, Beong-Hoon Kim, Jinsuk Kim, Joo-Hong Kim, Seong-Joong Kim, Seung Hee Korosov, Anton Lee, Choon-Ki Lee, Donghyuck Lee, Hyun-Ju Lee, Jeong-Gil Lee, Jiyeon Na, Jisung Park, In-Woo Park, Jikang Wang, Xianwei Xu, Shiming Yun, Sukyoung Advances in Machine Learning Techniques Can Assist Across a Variety of Stages in Sea Ice Applications |
topic_facet |
Antarctica Arctic Sea ice Forecasting Artificial intelligence Machine learning [SDU]Sciences of the Universe [physics] |
description |
International audience |
author2 |
Korea Polar Research Institute (KOPRI) Recherche en Prevision Numerique (RPN) Centre Georges Lemaître for Earth and Climate Research Louvain (TECLIM) Earth and Life Institute Louvain-La-Neuve (ELI) Université Catholique de Louvain = Catholic University of Louvain (UCL)-Université Catholique de Louvain = Catholic University of Louvain (UCL) Nucleus for European Modeling of the Ocean (NEMO R&D ) Laboratoire d'Océanographie et du Climat : Expérimentations et Approches Numériques (LOCEAN) Muséum national d'Histoire naturelle (MNHN)-Institut de Recherche pour le Développement (IRD)-Institut national des sciences de l'Univers (INSU - CNRS)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Institut Pierre-Simon-Laplace (IPSL (FR_636)) École normale supérieure - Paris (ENS-PSL) Université Paris Sciences et Lettres (PSL)-Université Paris Sciences et Lettres (PSL)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Institut national des sciences de l'Univers (INSU - CNRS)-École polytechnique (X) Institut Polytechnique de Paris (IP Paris)-Institut Polytechnique de Paris (IP Paris)-Centre National d'Études Spatiales Toulouse (CNES)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Université Paris Cité (UPCité)-École normale supérieure - Paris (ENS-PSL) Université Paris Sciences et Lettres (PSL)-Université Paris Sciences et Lettres (PSL)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-École polytechnique (X) Institut Polytechnique de Paris (IP Paris)-Institut Polytechnique de Paris (IP Paris)-Centre National d'Études Spatiales Toulouse (CNES)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Université Paris Cité (UPCité)-Muséum national d'Histoire naturelle (MNHN)-Institut de Recherche pour le Développement (IRD)-Institut national des sciences de l'Univers (INSU - CNRS)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Institut Pierre-Simon-Laplace (IPSL (FR_636)) Institut Polytechnique de Paris (IP Paris)-Institut Polytechnique de Paris (IP Paris)-Centre National d'Études Spatiales Toulouse (CNES)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Université Paris Cité (UPCité) Centro Euro-Mediterraneo per i Cambiamenti Climatici Bologna (CMCC) University of Adelaide Met Office Hadley Centre (MOHC) United Kingdom Met Office Exeter Institute for Marine and Antarctic Studies Hobart (IMAS) University of Tasmania Hobart, Australia (UTAS) Chonnam National University Gwangju Ulsan National Institute of Science and Technology (UNIST) Pukyong National University Nansen Environmental and Remote Sensing Center Bergen (NERSC) Seoul National University Seoul (SNU) Shanghai Jiao Tong University Shanghai |
format |
Article in Journal/Newspaper |
author |
Eayrs, Clare Lee, Won Sang Jin, Emilia Lemieux, Jean-François Massonnet, François Vancoppenolle, M. Zampieri, Lorenzo Bennetts, Luke Blockley, Ed Chung, Eui-Seok Fraser, Alexander Ham, Yoo-Geun Im, Jungho Kim, Baek-Min Kim, Beong-Hoon Kim, Jinsuk Kim, Joo-Hong Kim, Seong-Joong Kim, Seung Hee Korosov, Anton Lee, Choon-Ki Lee, Donghyuck Lee, Hyun-Ju Lee, Jeong-Gil Lee, Jiyeon Na, Jisung Park, In-Woo Park, Jikang Wang, Xianwei Xu, Shiming Yun, Sukyoung |
author_facet |
Eayrs, Clare Lee, Won Sang Jin, Emilia Lemieux, Jean-François Massonnet, François Vancoppenolle, M. Zampieri, Lorenzo Bennetts, Luke Blockley, Ed Chung, Eui-Seok Fraser, Alexander Ham, Yoo-Geun Im, Jungho Kim, Baek-Min Kim, Beong-Hoon Kim, Jinsuk Kim, Joo-Hong Kim, Seong-Joong Kim, Seung Hee Korosov, Anton Lee, Choon-Ki Lee, Donghyuck Lee, Hyun-Ju Lee, Jeong-Gil Lee, Jiyeon Na, Jisung Park, In-Woo Park, Jikang Wang, Xianwei Xu, Shiming Yun, Sukyoung |
author_sort |
Eayrs, Clare |
title |
Advances in Machine Learning Techniques Can Assist Across a Variety of Stages in Sea Ice Applications |
title_short |
Advances in Machine Learning Techniques Can Assist Across a Variety of Stages in Sea Ice Applications |
title_full |
Advances in Machine Learning Techniques Can Assist Across a Variety of Stages in Sea Ice Applications |
title_fullStr |
Advances in Machine Learning Techniques Can Assist Across a Variety of Stages in Sea Ice Applications |
title_full_unstemmed |
Advances in Machine Learning Techniques Can Assist Across a Variety of Stages in Sea Ice Applications |
title_sort |
advances in machine learning techniques can assist across a variety of stages in sea ice applications |
publisher |
HAL CCSD |
publishDate |
2024 |
url |
https://hal.science/hal-04588974 https://hal.science/hal-04588974/document https://hal.science/hal-04588974/file/bams-BAMS-D-23-0332.1-3.pdf https://doi.org/10.1175/bams-d-23-0332.1 |
geographic |
Arctic |
geographic_facet |
Arctic |
genre |
Antarc* Antarctica Arctic Sea ice |
genre_facet |
Antarc* Antarctica Arctic Sea ice |
op_source |
ISSN: 0003-0007 EISSN: 1520-0477 Bulletin of the American Meteorological Society https://hal.science/hal-04588974 Bulletin of the American Meteorological Society, 2024, 105 (3), pp.E527-E531. ⟨10.1175/bams-d-23-0332.1⟩ |
op_relation |
info:eu-repo/semantics/altIdentifier/doi/10.1175/bams-d-23-0332.1 hal-04588974 https://hal.science/hal-04588974 https://hal.science/hal-04588974/document https://hal.science/hal-04588974/file/bams-BAMS-D-23-0332.1-3.pdf doi:10.1175/bams-d-23-0332.1 WOS: 001185919200002 |
op_rights |
http://creativecommons.org/licenses/by/ |
op_doi |
https://doi.org/10.1175/bams-d-23-0332.1 |
container_title |
Bulletin of the American Meteorological Society |
container_volume |
105 |
container_issue |
3 |
container_start_page |
E527 |
op_container_end_page |
E531 |
_version_ |
1811641911653433344 |
spelling |
ftinsu:oai:HAL:hal-04588974v1 2024-09-30T14:24:41+00:00 Advances in Machine Learning Techniques Can Assist Across a Variety of Stages in Sea Ice Applications Eayrs, Clare Lee, Won Sang Jin, Emilia Lemieux, Jean-François Massonnet, François Vancoppenolle, M. Zampieri, Lorenzo Bennetts, Luke Blockley, Ed Chung, Eui-Seok Fraser, Alexander Ham, Yoo-Geun Im, Jungho Kim, Baek-Min Kim, Beong-Hoon Kim, Jinsuk Kim, Joo-Hong Kim, Seong-Joong Kim, Seung Hee Korosov, Anton Lee, Choon-Ki Lee, Donghyuck Lee, Hyun-Ju Lee, Jeong-Gil Lee, Jiyeon Na, Jisung Park, In-Woo Park, Jikang Wang, Xianwei Xu, Shiming Yun, Sukyoung Korea Polar Research Institute (KOPRI) Recherche en Prevision Numerique (RPN) Centre Georges Lemaître for Earth and Climate Research Louvain (TECLIM) Earth and Life Institute Louvain-La-Neuve (ELI) Université Catholique de Louvain = Catholic University of Louvain (UCL)-Université Catholique de Louvain = Catholic University of Louvain (UCL) Nucleus for European Modeling of the Ocean (NEMO R&D ) Laboratoire d'Océanographie et du Climat : Expérimentations et Approches Numériques (LOCEAN) Muséum national d'Histoire naturelle (MNHN)-Institut de Recherche pour le Développement (IRD)-Institut national des sciences de l'Univers (INSU - CNRS)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Institut Pierre-Simon-Laplace (IPSL (FR_636)) École normale supérieure - Paris (ENS-PSL) Université Paris Sciences et Lettres (PSL)-Université Paris Sciences et Lettres (PSL)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Institut national des sciences de l'Univers (INSU - CNRS)-École polytechnique (X) Institut Polytechnique de Paris (IP Paris)-Institut Polytechnique de Paris (IP Paris)-Centre National d'Études Spatiales Toulouse (CNES)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Université Paris Cité (UPCité)-École normale supérieure - Paris (ENS-PSL) Université Paris Sciences et Lettres (PSL)-Université Paris Sciences et Lettres (PSL)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-École polytechnique (X) Institut Polytechnique de Paris (IP Paris)-Institut Polytechnique de Paris (IP Paris)-Centre National d'Études Spatiales Toulouse (CNES)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Université Paris Cité (UPCité)-Muséum national d'Histoire naturelle (MNHN)-Institut de Recherche pour le Développement (IRD)-Institut national des sciences de l'Univers (INSU - CNRS)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Institut Pierre-Simon-Laplace (IPSL (FR_636)) Institut Polytechnique de Paris (IP Paris)-Institut Polytechnique de Paris (IP Paris)-Centre National d'Études Spatiales Toulouse (CNES)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Université Paris Cité (UPCité) Centro Euro-Mediterraneo per i Cambiamenti Climatici Bologna (CMCC) University of Adelaide Met Office Hadley Centre (MOHC) United Kingdom Met Office Exeter Institute for Marine and Antarctic Studies Hobart (IMAS) University of Tasmania Hobart, Australia (UTAS) Chonnam National University Gwangju Ulsan National Institute of Science and Technology (UNIST) Pukyong National University Nansen Environmental and Remote Sensing Center Bergen (NERSC) Seoul National University Seoul (SNU) Shanghai Jiao Tong University Shanghai 2024-03 https://hal.science/hal-04588974 https://hal.science/hal-04588974/document https://hal.science/hal-04588974/file/bams-BAMS-D-23-0332.1-3.pdf https://doi.org/10.1175/bams-d-23-0332.1 en eng HAL CCSD American Meteorological Society info:eu-repo/semantics/altIdentifier/doi/10.1175/bams-d-23-0332.1 hal-04588974 https://hal.science/hal-04588974 https://hal.science/hal-04588974/document https://hal.science/hal-04588974/file/bams-BAMS-D-23-0332.1-3.pdf doi:10.1175/bams-d-23-0332.1 WOS: 001185919200002 http://creativecommons.org/licenses/by/ ISSN: 0003-0007 EISSN: 1520-0477 Bulletin of the American Meteorological Society https://hal.science/hal-04588974 Bulletin of the American Meteorological Society, 2024, 105 (3), pp.E527-E531. ⟨10.1175/bams-d-23-0332.1⟩ Antarctica Arctic Sea ice Forecasting Artificial intelligence Machine learning [SDU]Sciences of the Universe [physics] info:eu-repo/semantics/article Journal articles 2024 ftinsu https://doi.org/10.1175/bams-d-23-0332.1 2024-09-19T00:31:58Z International audience Article in Journal/Newspaper Antarc* Antarctica Arctic Sea ice Institut national des sciences de l'Univers: HAL-INSU Arctic Bulletin of the American Meteorological Society 105 3 E527 E531 |