Observed winter Barents Kara Sea ice variations induce prominent sub-decadal variability and a multi-decadal trend in the Warm Arctic Cold Eurasia pattern

International audience Abstract The observed winter Barents-Kara Sea (BKS) sea ice concentration (SIC) has shown a close association with the second empirical orthogonal function (EOF) mode of Eurasian winter surface air temperature (SAT) variability, known as Warm Arctic Cold Eurasia (WACE) pattern...

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Published in:Environmental Research Letters
Main Authors: Ghosh, Rohit, Manzini, Elisa, Gao, Yongqi, Gastineau, Guillaume, Cherchi, Annalisa, Frankignoul, Claude, Liang, Yu-Chiao, Kwon, Young-Oh, Suo, Lingling, Tyrlis, Evangelos, Mecking, Jennifer, Tian, Tian, Zhang, Ying, Matei, Daniela
Other Authors: Max Planck Institute for Meteorology (MPI-M), Max-Planck-Gesellschaft, Department of Meteorology Reading, University of Reading (UOR), Alfred Wegener Institute Potsdam, Alfred-Wegener-Institut, Helmholtz-Zentrum für Polar- und Meeresforschung = Alfred Wegener Institute for Polar and Marine Research = Institut Alfred-Wegener pour la recherche polaire et marine (AWI), Helmholtz-Gemeinschaft = Helmholtz Association-Helmholtz-Gemeinschaft = Helmholtz Association, Nansen Environmental and Remote Sensing Center Bergen (NERSC), 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), CNR Institute of Atmospheric Sciences and Climate (ISAC), National Research Council of Italy, Istituto Nazionale di Geofisica e Vulcanologia, Woods Hole Oceanographic Institution (WHOI), National Taiwan University Taiwan (NTU), National and Kapodistrian University of Athens (NKUA), National Oceanography Centre Southampton (NOC), University of Southampton, Danish Meteorological Institute (DMI), Nansen-Zhu International Research Center (NZC), Institute of Atmospheric Physics Beijing (IAP), Chinese Academy of Sciences Beijing (CAS)-Chinese Academy of Sciences Beijing (CAS), European Project: 727852,Blue-Action(2016)
Format: Article in Journal/Newspaper
Language:English
Published: HAL CCSD 2024
Subjects:
Online Access:https://hal.science/hal-04498510
https://hal.science/hal-04498510/document
https://hal.science/hal-04498510/file/Ghosh_2024_Environ._Res._Lett._19_024018.pdf
https://doi.org/10.1088/1748-9326/ad1c1a
id ftepunivpsaclay:oai:HAL:hal-04498510v1
record_format openpolar
institution Open Polar
collection École Polytechnique, Université Paris-Saclay: HAL
op_collection_id ftepunivpsaclay
language English
topic [SDU]Sciences of the Universe [physics]
spellingShingle [SDU]Sciences of the Universe [physics]
Ghosh, Rohit
Manzini, Elisa
Gao, Yongqi
Gastineau, Guillaume
Cherchi, Annalisa
Frankignoul, Claude
Liang, Yu-Chiao
Kwon, Young-Oh
Suo, Lingling
Tyrlis, Evangelos
Mecking, Jennifer
Tian, Tian
Zhang, Ying
Matei, Daniela
Observed winter Barents Kara Sea ice variations induce prominent sub-decadal variability and a multi-decadal trend in the Warm Arctic Cold Eurasia pattern
topic_facet [SDU]Sciences of the Universe [physics]
description International audience Abstract The observed winter Barents-Kara Sea (BKS) sea ice concentration (SIC) has shown a close association with the second empirical orthogonal function (EOF) mode of Eurasian winter surface air temperature (SAT) variability, known as Warm Arctic Cold Eurasia (WACE) pattern. However, the potential role of BKS SIC on this WACE pattern of variability and on its long-term trend remains elusive. Here, we show that from 1979 to 2022, the winter BKS SIC and WACE association is most prominent and statistically significant for the variability at the sub-decadal time scale for 5–6 years. We also show the critical role of the multi-decadal trend in the principal component of the WACE mode of variability for explaining the overall Eurasian winter temperature trend over the same period. Furthermore, a large multi-model ensemble of atmosphere-only experiments from 1979 to 2014, with and without the observed Arctic SIC forcing, suggests that the BKS SIC variations induce this observed sub-decadal variability and the multi-decadal trend in the WACE. Additionally, we analyse the model simulated first or the leading EOF mode of Eurasian winter SAT variability, which in observations, closely relates to the Arctic Oscillation (AO). We find a weaker association of this mode to AO and a statistically significant positive trend in our ensemble simulation, opposite to that found in observation. This contrasting nature reflects excessive hemispheric warming in the models, partly contributed by the modelled Arctic Sea ice loss.
author2 Max Planck Institute for Meteorology (MPI-M)
Max-Planck-Gesellschaft
Department of Meteorology Reading
University of Reading (UOR)
Alfred Wegener Institute Potsdam
Alfred-Wegener-Institut, Helmholtz-Zentrum für Polar- und Meeresforschung = Alfred Wegener Institute for Polar and Marine Research = Institut Alfred-Wegener pour la recherche polaire et marine (AWI)
Helmholtz-Gemeinschaft = Helmholtz Association-Helmholtz-Gemeinschaft = Helmholtz Association
Nansen Environmental and Remote Sensing Center Bergen (NERSC)
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)
CNR Institute of Atmospheric Sciences and Climate (ISAC)
National Research Council of Italy
Istituto Nazionale di Geofisica e Vulcanologia
Woods Hole Oceanographic Institution (WHOI)
National Taiwan University Taiwan (NTU)
National and Kapodistrian University of Athens (NKUA)
National Oceanography Centre Southampton (NOC)
University of Southampton
Danish Meteorological Institute (DMI)
Nansen-Zhu International Research Center (NZC)
Institute of Atmospheric Physics Beijing (IAP)
Chinese Academy of Sciences Beijing (CAS)-Chinese Academy of Sciences Beijing (CAS)
European Project: 727852,Blue-Action(2016)
format Article in Journal/Newspaper
author Ghosh, Rohit
Manzini, Elisa
Gao, Yongqi
Gastineau, Guillaume
Cherchi, Annalisa
Frankignoul, Claude
Liang, Yu-Chiao
Kwon, Young-Oh
Suo, Lingling
Tyrlis, Evangelos
Mecking, Jennifer
Tian, Tian
Zhang, Ying
Matei, Daniela
author_facet Ghosh, Rohit
Manzini, Elisa
Gao, Yongqi
Gastineau, Guillaume
Cherchi, Annalisa
Frankignoul, Claude
Liang, Yu-Chiao
Kwon, Young-Oh
Suo, Lingling
Tyrlis, Evangelos
Mecking, Jennifer
Tian, Tian
Zhang, Ying
Matei, Daniela
author_sort Ghosh, Rohit
title Observed winter Barents Kara Sea ice variations induce prominent sub-decadal variability and a multi-decadal trend in the Warm Arctic Cold Eurasia pattern
title_short Observed winter Barents Kara Sea ice variations induce prominent sub-decadal variability and a multi-decadal trend in the Warm Arctic Cold Eurasia pattern
title_full Observed winter Barents Kara Sea ice variations induce prominent sub-decadal variability and a multi-decadal trend in the Warm Arctic Cold Eurasia pattern
title_fullStr Observed winter Barents Kara Sea ice variations induce prominent sub-decadal variability and a multi-decadal trend in the Warm Arctic Cold Eurasia pattern
title_full_unstemmed Observed winter Barents Kara Sea ice variations induce prominent sub-decadal variability and a multi-decadal trend in the Warm Arctic Cold Eurasia pattern
title_sort observed winter barents kara sea ice variations induce prominent sub-decadal variability and a multi-decadal trend in the warm arctic cold eurasia pattern
publisher HAL CCSD
publishDate 2024
url https://hal.science/hal-04498510
https://hal.science/hal-04498510/document
https://hal.science/hal-04498510/file/Ghosh_2024_Environ._Res._Lett._19_024018.pdf
https://doi.org/10.1088/1748-9326/ad1c1a
geographic Arctic
Kara Sea
geographic_facet Arctic
Kara Sea
genre Arctic
Arctic
Kara Sea
Sea ice
genre_facet Arctic
Arctic
Kara Sea
Sea ice
op_source ISSN: 1748-9326
Environmental Research Letters
https://hal.science/hal-04498510
Environmental Research Letters, 2024, 19 (2), pp.024018. ⟨10.1088/1748-9326/ad1c1a⟩
op_relation info:eu-repo/semantics/altIdentifier/doi/10.1088/1748-9326/ad1c1a
info:eu-repo/grantAgreement//727852/EU/Blue-Action: Arctic impact on weather and climat/Blue-Action
hal-04498510
https://hal.science/hal-04498510
https://hal.science/hal-04498510/document
https://hal.science/hal-04498510/file/Ghosh_2024_Environ._Res._Lett._19_024018.pdf
doi:10.1088/1748-9326/ad1c1a
WOS: 001148725200001
op_rights info:eu-repo/semantics/OpenAccess
op_doi https://doi.org/10.1088/1748-9326/ad1c1a
container_title Environmental Research Letters
container_volume 19
container_issue 2
container_start_page 024018
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spelling ftepunivpsaclay:oai:HAL:hal-04498510v1 2024-04-14T08:05:28+00:00 Observed winter Barents Kara Sea ice variations induce prominent sub-decadal variability and a multi-decadal trend in the Warm Arctic Cold Eurasia pattern Ghosh, Rohit Manzini, Elisa Gao, Yongqi Gastineau, Guillaume Cherchi, Annalisa Frankignoul, Claude Liang, Yu-Chiao Kwon, Young-Oh Suo, Lingling Tyrlis, Evangelos Mecking, Jennifer Tian, Tian Zhang, Ying Matei, Daniela Max Planck Institute for Meteorology (MPI-M) Max-Planck-Gesellschaft Department of Meteorology Reading University of Reading (UOR) Alfred Wegener Institute Potsdam Alfred-Wegener-Institut, Helmholtz-Zentrum für Polar- und Meeresforschung = Alfred Wegener Institute for Polar and Marine Research = Institut Alfred-Wegener pour la recherche polaire et marine (AWI) Helmholtz-Gemeinschaft = Helmholtz Association-Helmholtz-Gemeinschaft = Helmholtz Association Nansen Environmental and Remote Sensing Center Bergen (NERSC) 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) CNR Institute of Atmospheric Sciences and Climate (ISAC) National Research Council of Italy Istituto Nazionale di Geofisica e Vulcanologia Woods Hole Oceanographic Institution (WHOI) National Taiwan University Taiwan (NTU) National and Kapodistrian University of Athens (NKUA) National Oceanography Centre Southampton (NOC) University of Southampton Danish Meteorological Institute (DMI) Nansen-Zhu International Research Center (NZC) Institute of Atmospheric Physics Beijing (IAP) Chinese Academy of Sciences Beijing (CAS)-Chinese Academy of Sciences Beijing (CAS) European Project: 727852,Blue-Action(2016) 2024-01-25 https://hal.science/hal-04498510 https://hal.science/hal-04498510/document https://hal.science/hal-04498510/file/Ghosh_2024_Environ._Res._Lett._19_024018.pdf https://doi.org/10.1088/1748-9326/ad1c1a en eng HAL CCSD IOP Publishing info:eu-repo/semantics/altIdentifier/doi/10.1088/1748-9326/ad1c1a info:eu-repo/grantAgreement//727852/EU/Blue-Action: Arctic impact on weather and climat/Blue-Action hal-04498510 https://hal.science/hal-04498510 https://hal.science/hal-04498510/document https://hal.science/hal-04498510/file/Ghosh_2024_Environ._Res._Lett._19_024018.pdf doi:10.1088/1748-9326/ad1c1a WOS: 001148725200001 info:eu-repo/semantics/OpenAccess ISSN: 1748-9326 Environmental Research Letters https://hal.science/hal-04498510 Environmental Research Letters, 2024, 19 (2), pp.024018. ⟨10.1088/1748-9326/ad1c1a⟩ [SDU]Sciences of the Universe [physics] info:eu-repo/semantics/article Journal articles 2024 ftepunivpsaclay https://doi.org/10.1088/1748-9326/ad1c1a 2024-03-21T16:42:35Z International audience Abstract The observed winter Barents-Kara Sea (BKS) sea ice concentration (SIC) has shown a close association with the second empirical orthogonal function (EOF) mode of Eurasian winter surface air temperature (SAT) variability, known as Warm Arctic Cold Eurasia (WACE) pattern. However, the potential role of BKS SIC on this WACE pattern of variability and on its long-term trend remains elusive. Here, we show that from 1979 to 2022, the winter BKS SIC and WACE association is most prominent and statistically significant for the variability at the sub-decadal time scale for 5–6 years. We also show the critical role of the multi-decadal trend in the principal component of the WACE mode of variability for explaining the overall Eurasian winter temperature trend over the same period. Furthermore, a large multi-model ensemble of atmosphere-only experiments from 1979 to 2014, with and without the observed Arctic SIC forcing, suggests that the BKS SIC variations induce this observed sub-decadal variability and the multi-decadal trend in the WACE. Additionally, we analyse the model simulated first or the leading EOF mode of Eurasian winter SAT variability, which in observations, closely relates to the Arctic Oscillation (AO). We find a weaker association of this mode to AO and a statistically significant positive trend in our ensemble simulation, opposite to that found in observation. This contrasting nature reflects excessive hemispheric warming in the models, partly contributed by the modelled Arctic Sea ice loss. Article in Journal/Newspaper Arctic Arctic Kara Sea Sea ice École Polytechnique, Université Paris-Saclay: HAL Arctic Kara Sea Environmental Research Letters 19 2 024018