Autumn Arctic Pacific sea ice dipole as a source of predictability for subsequent spring Barents Sea ice condition

International audience This study uses observational and reanalysis datasets in 1980–2016 to show a close connection between a boreal autumn sea ice dipole in the Arctic Pacific sector and sea ice anomalies in the Barents Sea (BS) during the following spring. The September–October Arctic Pacific sea...

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Published in:Journal of Climate
Main Authors: Liang, Yu-Chiao, Kwon, Young‐Oh, Frankignoul, Claude
Other Authors: Woods Hole Oceanographic Institution (WHOI), Océan et variabilité du climat (VARCLIM), 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)-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)-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)), 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)-Centre National d'Études Spatiales Toulouse (CNES)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Université Paris Cité (UPCité), European Project: 727852,Blue-Action(2016)
Format: Article in Journal/Newspaper
Language:English
Published: HAL CCSD 2021
Subjects:
Online Access:https://hal.science/hal-03195861
https://hal.science/hal-03195861/document
https://hal.science/hal-03195861/file/%5B15200442%20-%20Journal%20of%20Climate%5D%20Autumn%20Arctic%20Pacific%20Sea%20Ice%20Dipole%20as%20a%20Source%20of%20Predictability%20for%20Subsequent%20Spring%20Barents%20Sea%20Ice%20Condition.pdf
https://doi.org/10.1175/jcli-d-20-0172.1
id ftsorbonneuniv:oai:HAL:hal-03195861v1
record_format openpolar
institution Open Polar
collection HAL Sorbonne Université
op_collection_id ftsorbonneuniv
language English
topic [PHYS.PHYS.PHYS-GEO-PH]Physics [physics]/Physics [physics]/Geophysics [physics.geo-ph]
[SDU]Sciences of the Universe [physics]
spellingShingle [PHYS.PHYS.PHYS-GEO-PH]Physics [physics]/Physics [physics]/Geophysics [physics.geo-ph]
[SDU]Sciences of the Universe [physics]
Liang, Yu-Chiao
Kwon, Young‐Oh
Frankignoul, Claude
Autumn Arctic Pacific sea ice dipole as a source of predictability for subsequent spring Barents Sea ice condition
topic_facet [PHYS.PHYS.PHYS-GEO-PH]Physics [physics]/Physics [physics]/Geophysics [physics.geo-ph]
[SDU]Sciences of the Universe [physics]
description International audience This study uses observational and reanalysis datasets in 1980–2016 to show a close connection between a boreal autumn sea ice dipole in the Arctic Pacific sector and sea ice anomalies in the Barents Sea (BS) during the following spring. The September–October Arctic Pacific sea ice dipole variations are highly correlated with the subsequent April–May BS sea ice variations (r = 0.71). The strong connection between the regional sea ice variabilities across the Arctic uncovers a new source of predictability for spring BS sea ice prediction at 7-month lead time. A cross-validated linear regression prediction model using the Arctic Pacific sea ice dipole with 7-month lead time is demonstrated to have significant prediction skills with 0.54–0.85 anomaly correlation coefficients. The autumn sea ice dipole, manifested as sea ice retreat in the Beaufort and Chukchi Seas and expansion in the East Siberian and Laptev Seas, is primarily forced by preceding atmospheric shortwave anomalies from late spring to early autumn. The spring BS sea ice increases are mostly driven by an ocean-to-sea ice heat flux reduction in preceding months, associated with reduced horizontal ocean heat transport into the BS. The dynamical linkage between the two regional sea ice anomalies is suggested to involve positive stratospheric polar cap anomalies during autumn and winter, with its center slowly moving toward Greenland. The migration of the stratospheric anomalies is followed in midwinter by a negative North Atlantic Oscillation–like pattern in the troposphere, leading to reduced ocean heat transport into the BS and sea ice extent increase.
author2 Woods Hole Oceanographic Institution (WHOI)
Océan et variabilité du climat (VARCLIM)
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)-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)-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))
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)-Centre National d'Études Spatiales Toulouse (CNES)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Université Paris Cité (UPCité)
European Project: 727852,Blue-Action(2016)
format Article in Journal/Newspaper
author Liang, Yu-Chiao
Kwon, Young‐Oh
Frankignoul, Claude
author_facet Liang, Yu-Chiao
Kwon, Young‐Oh
Frankignoul, Claude
author_sort Liang, Yu-Chiao
title Autumn Arctic Pacific sea ice dipole as a source of predictability for subsequent spring Barents Sea ice condition
title_short Autumn Arctic Pacific sea ice dipole as a source of predictability for subsequent spring Barents Sea ice condition
title_full Autumn Arctic Pacific sea ice dipole as a source of predictability for subsequent spring Barents Sea ice condition
title_fullStr Autumn Arctic Pacific sea ice dipole as a source of predictability for subsequent spring Barents Sea ice condition
title_full_unstemmed Autumn Arctic Pacific sea ice dipole as a source of predictability for subsequent spring Barents Sea ice condition
title_sort autumn arctic pacific sea ice dipole as a source of predictability for subsequent spring barents sea ice condition
publisher HAL CCSD
publishDate 2021
url https://hal.science/hal-03195861
https://hal.science/hal-03195861/document
https://hal.science/hal-03195861/file/%5B15200442%20-%20Journal%20of%20Climate%5D%20Autumn%20Arctic%20Pacific%20Sea%20Ice%20Dipole%20as%20a%20Source%20of%20Predictability%20for%20Subsequent%20Spring%20Barents%20Sea%20Ice%20Condition.pdf
https://doi.org/10.1175/jcli-d-20-0172.1
genre Arctic
Arctic
Barents Sea
Chukchi
Greenland
laptev
North Atlantic
North Atlantic oscillation
Sea ice
genre_facet Arctic
Arctic
Barents Sea
Chukchi
Greenland
laptev
North Atlantic
North Atlantic oscillation
Sea ice
op_source ISSN: 0894-8755
EISSN: 1520-0442
Journal of Climate
https://hal.science/hal-03195861
Journal of Climate, 2021, 34 (2), pp.787-804. ⟨10.1175/jcli-d-20-0172.1⟩
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doi:10.1175/jcli-d-20-0172.1
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container_title Journal of Climate
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spelling ftsorbonneuniv:oai:HAL:hal-03195861v1 2024-05-19T07:33:32+00:00 Autumn Arctic Pacific sea ice dipole as a source of predictability for subsequent spring Barents Sea ice condition Liang, Yu-Chiao Kwon, Young‐Oh Frankignoul, Claude Woods Hole Oceanographic Institution (WHOI) Océan et variabilité du climat (VARCLIM) 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)-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)-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)) 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)-Centre National d'Études Spatiales Toulouse (CNES)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Université Paris Cité (UPCité) European Project: 727852,Blue-Action(2016) 2021-01 https://hal.science/hal-03195861 https://hal.science/hal-03195861/document https://hal.science/hal-03195861/file/%5B15200442%20-%20Journal%20of%20Climate%5D%20Autumn%20Arctic%20Pacific%20Sea%20Ice%20Dipole%20as%20a%20Source%20of%20Predictability%20for%20Subsequent%20Spring%20Barents%20Sea%20Ice%20Condition.pdf https://doi.org/10.1175/jcli-d-20-0172.1 en eng HAL CCSD American Meteorological Society info:eu-repo/semantics/altIdentifier/doi/10.1175/jcli-d-20-0172.1 info:eu-repo/grantAgreement//727852/EU/Blue-Action: Arctic impact on weather and climat/Blue-Action hal-03195861 https://hal.science/hal-03195861 https://hal.science/hal-03195861/document https://hal.science/hal-03195861/file/%5B15200442%20-%20Journal%20of%20Climate%5D%20Autumn%20Arctic%20Pacific%20Sea%20Ice%20Dipole%20as%20a%20Source%20of%20Predictability%20for%20Subsequent%20Spring%20Barents%20Sea%20Ice%20Condition.pdf doi:10.1175/jcli-d-20-0172.1 WOS: 000615485000021 http://creativecommons.org/licenses/by/ info:eu-repo/semantics/OpenAccess ISSN: 0894-8755 EISSN: 1520-0442 Journal of Climate https://hal.science/hal-03195861 Journal of Climate, 2021, 34 (2), pp.787-804. ⟨10.1175/jcli-d-20-0172.1⟩ https://journals.ametsoc.org/view/journals/clim/34/2/JCLI-D-20-0172.1.xml [PHYS.PHYS.PHYS-GEO-PH]Physics [physics]/Physics [physics]/Geophysics [physics.geo-ph] [SDU]Sciences of the Universe [physics] info:eu-repo/semantics/article Journal articles 2021 ftsorbonneuniv https://doi.org/10.1175/jcli-d-20-0172.1 2024-04-25T03:56:49Z International audience This study uses observational and reanalysis datasets in 1980–2016 to show a close connection between a boreal autumn sea ice dipole in the Arctic Pacific sector and sea ice anomalies in the Barents Sea (BS) during the following spring. The September–October Arctic Pacific sea ice dipole variations are highly correlated with the subsequent April–May BS sea ice variations (r = 0.71). The strong connection between the regional sea ice variabilities across the Arctic uncovers a new source of predictability for spring BS sea ice prediction at 7-month lead time. A cross-validated linear regression prediction model using the Arctic Pacific sea ice dipole with 7-month lead time is demonstrated to have significant prediction skills with 0.54–0.85 anomaly correlation coefficients. The autumn sea ice dipole, manifested as sea ice retreat in the Beaufort and Chukchi Seas and expansion in the East Siberian and Laptev Seas, is primarily forced by preceding atmospheric shortwave anomalies from late spring to early autumn. The spring BS sea ice increases are mostly driven by an ocean-to-sea ice heat flux reduction in preceding months, associated with reduced horizontal ocean heat transport into the BS. The dynamical linkage between the two regional sea ice anomalies is suggested to involve positive stratospheric polar cap anomalies during autumn and winter, with its center slowly moving toward Greenland. The migration of the stratospheric anomalies is followed in midwinter by a negative North Atlantic Oscillation–like pattern in the troposphere, leading to reduced ocean heat transport into the BS and sea ice extent increase. Article in Journal/Newspaper Arctic Arctic Barents Sea Chukchi Greenland laptev North Atlantic North Atlantic oscillation Sea ice HAL Sorbonne Université Journal of Climate 34 2 787 804