Dynamical properties of the North Atlantic atmospheric circulation in the past 150 years in CMIP5 models and the 20CRv2c Reanalysis

International audience It is of fundamental importance to evaluate the ability of climate models to capture the large-scale atmospheric circulation patterns and, in the context of a rapidly increasing greenhouse forcing, the robustness of the changes simulated in these patterns over time.Here we app...

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Published in:Journal of Climate
Main Authors: Rodrigues, David, Alvarez-Castro, M Carmen, Messori, Gabriele, Yiou, Pascal, Robin, Yoann, Faranda, Davide
Other Authors: Laboratoire des Sciences du Climat et de l'Environnement Gif-sur-Yvette (LSCE), Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Direction de Recherche Fondamentale (CEA) (DRF (CEA)), Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA), Bolin Centre for Climate Research, Stockholm University, Department of Meteorology Stockholm (MISU), Extrèmes : Statistiques, Impacts et Régionalisation (ESTIMR), Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Direction de Recherche Fondamentale (CEA) (DRF (CEA)), London Mathematical Laboratory, European Project: 338965,EC:FP7:ERC,ERC-2013-ADG,A2C2(2014)
Format: Article in Journal/Newspaper
Language:English
Published: HAL CCSD 2018
Subjects:
Online Access:https://hal.science/hal-01504478
https://hal.science/hal-01504478v2/document
https://hal.science/hal-01504478v2/file/article_attractor_dim_CMIP5_Rev3.pdf
https://doi.org/10.1175/JCLI-D-17-0176.1
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spelling ftceafr:oai:HAL:hal-01504478v2 2024-06-09T07:48:07+00:00 Dynamical properties of the North Atlantic atmospheric circulation in the past 150 years in CMIP5 models and the 20CRv2c Reanalysis Rodrigues, David Alvarez-Castro, M Carmen Messori, Gabriele Yiou, Pascal Robin, Yoann Faranda, Davide Laboratoire des Sciences du Climat et de l'Environnement Gif-sur-Yvette (LSCE) Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Direction de Recherche Fondamentale (CEA) (DRF (CEA)) Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA) Bolin Centre for Climate Research Stockholm University Department of Meteorology Stockholm (MISU) Extrèmes : Statistiques, Impacts et Régionalisation (ESTIMR) Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Direction de Recherche Fondamentale (CEA) (DRF (CEA)) London Mathematical Laboratory European Project: 338965,EC:FP7:ERC,ERC-2013-ADG,A2C2(2014) 2018 https://hal.science/hal-01504478 https://hal.science/hal-01504478v2/document https://hal.science/hal-01504478v2/file/article_attractor_dim_CMIP5_Rev3.pdf https://doi.org/10.1175/JCLI-D-17-0176.1 en eng HAL CCSD American Meteorological Society info:eu-repo/semantics/altIdentifier/doi/10.1175/JCLI-D-17-0176.1 info:eu-repo/grantAgreement/EC/FP7/338965/EU/Atmospheric flow Analogues and Climate Change/A2C2 hal-01504478 https://hal.science/hal-01504478 https://hal.science/hal-01504478v2/document https://hal.science/hal-01504478v2/file/article_attractor_dim_CMIP5_Rev3.pdf doi:10.1175/JCLI-D-17-0176.1 http://creativecommons.org/licenses/by/ info:eu-repo/semantics/OpenAccess ISSN: 0894-8755 EISSN: 1520-0442 Journal of Climate https://hal.science/hal-01504478 Journal of Climate, 2018, ⟨10.1175/JCLI-D-17-0176.1⟩ [SDU.OCEAN]Sciences of the Universe [physics]/Ocean Atmosphere [NLIN.NLIN-CD]Nonlinear Sciences [physics]/Chaotic Dynamics [nlin.CD] info:eu-repo/semantics/article Journal articles 2018 ftceafr https://doi.org/10.1175/JCLI-D-17-0176.1 2024-05-16T15:28:21Z International audience It is of fundamental importance to evaluate the ability of climate models to capture the large-scale atmospheric circulation patterns and, in the context of a rapidly increasing greenhouse forcing, the robustness of the changes simulated in these patterns over time.Here we approach this problem from an innovative point of view based on dynamical systems theory. We characterize the atmospheric circulation over the North Atlantic in the CMIP5 historical simulations (1851 to 2000) in terms of two instantaneous metrics: local dimension of the attractor and stability of phase-space trajectories. We then use these metrics to compare the models to the 20CRv2c reanalysis over the same historical period. The comparison suggests that: i) most models capture to some degree the median attractor properties and models with finer grids generally perform better; ii) in most models the extremes in the dynamical systems metrics match large-scale patterns similar to those found in the reanalysis; iii) changes in the attractor properties observed for the ensemble-mean 20CRv2c reanalysis might be artifacts due inhomogeneities in the standard deviation of ensemble over time; iv) the long-term trends in local dimension observed among the 56 members of the 20-CR ensemble have the same sign as those observed in the CMIP5 multimodel mean. Article in Journal/Newspaper North Atlantic HAL-CEA (Commissariat à l'énergie atomique et aux énergies alternatives) Journal of Climate 31 15 6097 6111
institution Open Polar
collection HAL-CEA (Commissariat à l'énergie atomique et aux énergies alternatives)
op_collection_id ftceafr
language English
topic [SDU.OCEAN]Sciences of the Universe [physics]/Ocean
Atmosphere
[NLIN.NLIN-CD]Nonlinear Sciences [physics]/Chaotic Dynamics [nlin.CD]
spellingShingle [SDU.OCEAN]Sciences of the Universe [physics]/Ocean
Atmosphere
[NLIN.NLIN-CD]Nonlinear Sciences [physics]/Chaotic Dynamics [nlin.CD]
Rodrigues, David
Alvarez-Castro, M Carmen
Messori, Gabriele
Yiou, Pascal
Robin, Yoann
Faranda, Davide
Dynamical properties of the North Atlantic atmospheric circulation in the past 150 years in CMIP5 models and the 20CRv2c Reanalysis
topic_facet [SDU.OCEAN]Sciences of the Universe [physics]/Ocean
Atmosphere
[NLIN.NLIN-CD]Nonlinear Sciences [physics]/Chaotic Dynamics [nlin.CD]
description International audience It is of fundamental importance to evaluate the ability of climate models to capture the large-scale atmospheric circulation patterns and, in the context of a rapidly increasing greenhouse forcing, the robustness of the changes simulated in these patterns over time.Here we approach this problem from an innovative point of view based on dynamical systems theory. We characterize the atmospheric circulation over the North Atlantic in the CMIP5 historical simulations (1851 to 2000) in terms of two instantaneous metrics: local dimension of the attractor and stability of phase-space trajectories. We then use these metrics to compare the models to the 20CRv2c reanalysis over the same historical period. The comparison suggests that: i) most models capture to some degree the median attractor properties and models with finer grids generally perform better; ii) in most models the extremes in the dynamical systems metrics match large-scale patterns similar to those found in the reanalysis; iii) changes in the attractor properties observed for the ensemble-mean 20CRv2c reanalysis might be artifacts due inhomogeneities in the standard deviation of ensemble over time; iv) the long-term trends in local dimension observed among the 56 members of the 20-CR ensemble have the same sign as those observed in the CMIP5 multimodel mean.
author2 Laboratoire des Sciences du Climat et de l'Environnement Gif-sur-Yvette (LSCE)
Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Direction de Recherche Fondamentale (CEA) (DRF (CEA))
Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)
Bolin Centre for Climate Research
Stockholm University
Department of Meteorology Stockholm (MISU)
Extrèmes : Statistiques, Impacts et Régionalisation (ESTIMR)
Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Direction de Recherche Fondamentale (CEA) (DRF (CEA))
London Mathematical Laboratory
European Project: 338965,EC:FP7:ERC,ERC-2013-ADG,A2C2(2014)
format Article in Journal/Newspaper
author Rodrigues, David
Alvarez-Castro, M Carmen
Messori, Gabriele
Yiou, Pascal
Robin, Yoann
Faranda, Davide
author_facet Rodrigues, David
Alvarez-Castro, M Carmen
Messori, Gabriele
Yiou, Pascal
Robin, Yoann
Faranda, Davide
author_sort Rodrigues, David
title Dynamical properties of the North Atlantic atmospheric circulation in the past 150 years in CMIP5 models and the 20CRv2c Reanalysis
title_short Dynamical properties of the North Atlantic atmospheric circulation in the past 150 years in CMIP5 models and the 20CRv2c Reanalysis
title_full Dynamical properties of the North Atlantic atmospheric circulation in the past 150 years in CMIP5 models and the 20CRv2c Reanalysis
title_fullStr Dynamical properties of the North Atlantic atmospheric circulation in the past 150 years in CMIP5 models and the 20CRv2c Reanalysis
title_full_unstemmed Dynamical properties of the North Atlantic atmospheric circulation in the past 150 years in CMIP5 models and the 20CRv2c Reanalysis
title_sort dynamical properties of the north atlantic atmospheric circulation in the past 150 years in cmip5 models and the 20crv2c reanalysis
publisher HAL CCSD
publishDate 2018
url https://hal.science/hal-01504478
https://hal.science/hal-01504478v2/document
https://hal.science/hal-01504478v2/file/article_attractor_dim_CMIP5_Rev3.pdf
https://doi.org/10.1175/JCLI-D-17-0176.1
genre North Atlantic
genre_facet North Atlantic
op_source ISSN: 0894-8755
EISSN: 1520-0442
Journal of Climate
https://hal.science/hal-01504478
Journal of Climate, 2018, ⟨10.1175/JCLI-D-17-0176.1⟩
op_relation info:eu-repo/semantics/altIdentifier/doi/10.1175/JCLI-D-17-0176.1
info:eu-repo/grantAgreement/EC/FP7/338965/EU/Atmospheric flow Analogues and Climate Change/A2C2
hal-01504478
https://hal.science/hal-01504478
https://hal.science/hal-01504478v2/document
https://hal.science/hal-01504478v2/file/article_attractor_dim_CMIP5_Rev3.pdf
doi:10.1175/JCLI-D-17-0176.1
op_rights http://creativecommons.org/licenses/by/
info:eu-repo/semantics/OpenAccess
op_doi https://doi.org/10.1175/JCLI-D-17-0176.1
container_title Journal of Climate
container_volume 31
container_issue 15
container_start_page 6097
op_container_end_page 6111
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