Dynamical Properties of Weather Regime Transitions

International audience Large-scale weather can often be successfully described using a small amount of patterns. A statistical description of reanalysed pressure fields identifies these recurring patterns with clusters in state-space, also called “regimes”. Recently, these weather regimes have been...

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Main Authors: Platzer, Paul, Chapron, Bertrand, Tandeo, Pierre
Other Authors: Institut Français de Recherche pour l'Exploitation de la Mer (IFREMER), Laboratoire d'Océanographie Physique et Spatiale (LOPS), Institut de Recherche pour le Développement (IRD)-Institut Français de Recherche pour l'Exploitation de la Mer (IFREMER)-Institut national des sciences de l'Univers (INSU - CNRS)-Université de Brest (UBO)-Centre National de la Recherche Scientifique (CNRS), Département Mathematical and Electrical Engineering (IMT Atlantique - MEE), IMT Atlantique (IMT Atlantique), Institut Mines-Télécom Paris (IMT)-Institut Mines-Télécom Paris (IMT), Equipe Observations Signal & Environnement (Lab-STICC_OSE), Laboratoire des sciences et techniques de l'information, de la communication et de la connaissance (Lab-STICC), École Nationale d'Ingénieurs de Brest (ENIB)-Université de Bretagne Sud (UBS)-Université de Brest (UBO)-École Nationale Supérieure de Techniques Avancées Bretagne (ENSTA Bretagne)-Institut Mines-Télécom Paris (IMT)-Centre National de la Recherche Scientifique (CNRS)-Université Bretagne Loire (UBL)-IMT Atlantique (IMT Atlantique), Institut Mines-Télécom Paris (IMT)-École Nationale d'Ingénieurs de Brest (ENIB)-Université de Bretagne Sud (UBS)-Université de Brest (UBO)-École Nationale Supérieure de Techniques Avancées Bretagne (ENSTA Bretagne)-Institut Mines-Télécom Paris (IMT)-Centre National de la Recherche Scientifique (CNRS)-Université Bretagne Loire (UBL)-IMT Atlantique (IMT Atlantique), Institut Mines-Télécom Paris (IMT), Océan Dynamique Observations Analyse (ODYSSEY), Université de Bretagne Occidentale - UFR Sciences et Techniques (UBO UFR ST), Université de Brest (UBO)-Université de Brest (UBO)-Université de Rennes (UR)-Institut Français de Recherche pour l'Exploitation de la Mer (IFREMER)-Inria Rennes – Bretagne Atlantique, Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)-IMT Atlantique (IMT Atlantique), This work was financially supported by the ERC project 856408-STUOD. Support for theTwentieth Century Reanalysis Project version 3 dataset is provided by the U.S. Department ofEnergy, Office of Science Biological and Environmental Research (BER), by the National Oceanicand Atmospheric Administration Climate Program Office, and by the NOAA Physical SciencesLaboratory. We thank the anonymous reviewer for helpful comments and suggestions., European Project: 856408,STUOD(2020)
Format: Conference Object
Language:English
Published: HAL CCSD 2021
Subjects:
Online Access:https://imt-atlantique.hal.science/hal-03906946
https://imt-atlantique.hal.science/hal-03906946/document
https://imt-atlantique.hal.science/hal-03906946/file/platzer_2023.pdf
https://doi.org/10.1007/978-3-031-18988-3_14
id ftunivrennes1hal:oai:HAL:hal-03906946v1
record_format openpolar
institution Open Polar
collection Université de Rennes 1: Publications scientifiques (HAL)
op_collection_id ftunivrennes1hal
language English
topic Weather Regime Transition Shift Dynamical systems Dimension Persistence
Weather
Regime
Transition
Shift
Dynamical systems
Dimension
Persistence
[SDU.OCEAN]Sciences of the Universe [physics]/Ocean
Atmosphere
spellingShingle Weather Regime Transition Shift Dynamical systems Dimension Persistence
Weather
Regime
Transition
Shift
Dynamical systems
Dimension
Persistence
[SDU.OCEAN]Sciences of the Universe [physics]/Ocean
Atmosphere
Platzer, Paul
Chapron, Bertrand
Tandeo, Pierre
Dynamical Properties of Weather Regime Transitions
topic_facet Weather Regime Transition Shift Dynamical systems Dimension Persistence
Weather
Regime
Transition
Shift
Dynamical systems
Dimension
Persistence
[SDU.OCEAN]Sciences of the Universe [physics]/Ocean
Atmosphere
description International audience Large-scale weather can often be successfully described using a small amount of patterns. A statistical description of reanalysed pressure fields identifies these recurring patterns with clusters in state-space, also called “regimes”. Recently, these weather regimes have been described through instantaneous, local indicators of dimension and persistence, borrowed from dynamical systems theory and extreme value theory. Using similar indicators and going further, we focus here on weather regime transitions. We use 60 years of winter-time sea-level pressure reanalysis data centered on the North-Atlantic ocean and western Europe. These experiments reveal regime-dependent behaviours of dimension and persistence near transitions, although in average one observes an increase of dimension and a decrease of persistence near transitions. The effect of transition on persistence is stronger and lasts longer than on dimension. These findings confirm the relevance of such dynamical indicators for the study of large-scale weather regimes, and reveal their potential to be used for both the understanding and detection of weather regime transitions.
author2 Institut Français de Recherche pour l'Exploitation de la Mer (IFREMER)
Laboratoire d'Océanographie Physique et Spatiale (LOPS)
Institut de Recherche pour le Développement (IRD)-Institut Français de Recherche pour l'Exploitation de la Mer (IFREMER)-Institut national des sciences de l'Univers (INSU - CNRS)-Université de Brest (UBO)-Centre National de la Recherche Scientifique (CNRS)
Département Mathematical and Electrical Engineering (IMT Atlantique - MEE)
IMT Atlantique (IMT Atlantique)
Institut Mines-Télécom Paris (IMT)-Institut Mines-Télécom Paris (IMT)
Equipe Observations Signal & Environnement (Lab-STICC_OSE)
Laboratoire des sciences et techniques de l'information, de la communication et de la connaissance (Lab-STICC)
École Nationale d'Ingénieurs de Brest (ENIB)-Université de Bretagne Sud (UBS)-Université de Brest (UBO)-École Nationale Supérieure de Techniques Avancées Bretagne (ENSTA Bretagne)-Institut Mines-Télécom Paris (IMT)-Centre National de la Recherche Scientifique (CNRS)-Université Bretagne Loire (UBL)-IMT Atlantique (IMT Atlantique)
Institut Mines-Télécom Paris (IMT)-École Nationale d'Ingénieurs de Brest (ENIB)-Université de Bretagne Sud (UBS)-Université de Brest (UBO)-École Nationale Supérieure de Techniques Avancées Bretagne (ENSTA Bretagne)-Institut Mines-Télécom Paris (IMT)-Centre National de la Recherche Scientifique (CNRS)-Université Bretagne Loire (UBL)-IMT Atlantique (IMT Atlantique)
Institut Mines-Télécom Paris (IMT)
Océan Dynamique Observations Analyse (ODYSSEY)
Université de Bretagne Occidentale - UFR Sciences et Techniques (UBO UFR ST)
Université de Brest (UBO)-Université de Brest (UBO)-Université de Rennes (UR)-Institut Français de Recherche pour l'Exploitation de la Mer (IFREMER)-Inria Rennes – Bretagne Atlantique
Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)-IMT Atlantique (IMT Atlantique)
This work was financially supported by the ERC project 856408-STUOD. Support for theTwentieth Century Reanalysis Project version 3 dataset is provided by the U.S. Department ofEnergy, Office of Science Biological and Environmental Research (BER), by the National Oceanicand Atmospheric Administration Climate Program Office, and by the NOAA Physical SciencesLaboratory. We thank the anonymous reviewer for helpful comments and suggestions.
European Project: 856408,STUOD(2020)
format Conference Object
author Platzer, Paul
Chapron, Bertrand
Tandeo, Pierre
author_facet Platzer, Paul
Chapron, Bertrand
Tandeo, Pierre
author_sort Platzer, Paul
title Dynamical Properties of Weather Regime Transitions
title_short Dynamical Properties of Weather Regime Transitions
title_full Dynamical Properties of Weather Regime Transitions
title_fullStr Dynamical Properties of Weather Regime Transitions
title_full_unstemmed Dynamical Properties of Weather Regime Transitions
title_sort dynamical properties of weather regime transitions
publisher HAL CCSD
publishDate 2021
url https://imt-atlantique.hal.science/hal-03906946
https://imt-atlantique.hal.science/hal-03906946/document
https://imt-atlantique.hal.science/hal-03906946/file/platzer_2023.pdf
https://doi.org/10.1007/978-3-031-18988-3_14
op_coverage London, United Kingdom
genre North Atlantic
genre_facet North Atlantic
op_source Stochastic Transport in Upper Ocean Dynamics, Mathematics of Planet Earth book series (MPE)
STUOD 2021: Stochastic Transport in Upper Ocean Dynamics Annual Workshop
https://imt-atlantique.hal.science/hal-03906946
STUOD 2021: Stochastic Transport in Upper Ocean Dynamics Annual Workshop, Sep 2021, London, United Kingdom. pp.223-236, ⟨10.1007/978-3-031-18988-3_14⟩
op_relation info:eu-repo/semantics/altIdentifier/doi/10.1007/978-3-031-18988-3_14
info:eu-repo/grantAgreement//856408/EU/Stochastic Transport in Upper Ocean Dynamics/STUOD
hal-03906946
https://imt-atlantique.hal.science/hal-03906946
https://imt-atlantique.hal.science/hal-03906946/document
https://imt-atlantique.hal.science/hal-03906946/file/platzer_2023.pdf
doi:10.1007/978-3-031-18988-3_14
op_rights http://creativecommons.org/licenses/by/
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op_doi https://doi.org/10.1007/978-3-031-18988-3_14
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spelling ftunivrennes1hal:oai:HAL:hal-03906946v1 2023-12-10T09:51:31+01:00 Dynamical Properties of Weather Regime Transitions Platzer, Paul Chapron, Bertrand Tandeo, Pierre Institut Français de Recherche pour l'Exploitation de la Mer (IFREMER) Laboratoire d'Océanographie Physique et Spatiale (LOPS) Institut de Recherche pour le Développement (IRD)-Institut Français de Recherche pour l'Exploitation de la Mer (IFREMER)-Institut national des sciences de l'Univers (INSU - CNRS)-Université de Brest (UBO)-Centre National de la Recherche Scientifique (CNRS) Département Mathematical and Electrical Engineering (IMT Atlantique - MEE) IMT Atlantique (IMT Atlantique) Institut Mines-Télécom Paris (IMT)-Institut Mines-Télécom Paris (IMT) Equipe Observations Signal & Environnement (Lab-STICC_OSE) Laboratoire des sciences et techniques de l'information, de la communication et de la connaissance (Lab-STICC) École Nationale d'Ingénieurs de Brest (ENIB)-Université de Bretagne Sud (UBS)-Université de Brest (UBO)-École Nationale Supérieure de Techniques Avancées Bretagne (ENSTA Bretagne)-Institut Mines-Télécom Paris (IMT)-Centre National de la Recherche Scientifique (CNRS)-Université Bretagne Loire (UBL)-IMT Atlantique (IMT Atlantique) Institut Mines-Télécom Paris (IMT)-École Nationale d'Ingénieurs de Brest (ENIB)-Université de Bretagne Sud (UBS)-Université de Brest (UBO)-École Nationale Supérieure de Techniques Avancées Bretagne (ENSTA Bretagne)-Institut Mines-Télécom Paris (IMT)-Centre National de la Recherche Scientifique (CNRS)-Université Bretagne Loire (UBL)-IMT Atlantique (IMT Atlantique) Institut Mines-Télécom Paris (IMT) Océan Dynamique Observations Analyse (ODYSSEY) Université de Bretagne Occidentale - UFR Sciences et Techniques (UBO UFR ST) Université de Brest (UBO)-Université de Brest (UBO)-Université de Rennes (UR)-Institut Français de Recherche pour l'Exploitation de la Mer (IFREMER)-Inria Rennes – Bretagne Atlantique Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)-IMT Atlantique (IMT Atlantique) This work was financially supported by the ERC project 856408-STUOD. Support for theTwentieth Century Reanalysis Project version 3 dataset is provided by the U.S. Department ofEnergy, Office of Science Biological and Environmental Research (BER), by the National Oceanicand Atmospheric Administration Climate Program Office, and by the NOAA Physical SciencesLaboratory. We thank the anonymous reviewer for helpful comments and suggestions. European Project: 856408,STUOD(2020) London, United Kingdom 2021-09-20 https://imt-atlantique.hal.science/hal-03906946 https://imt-atlantique.hal.science/hal-03906946/document https://imt-atlantique.hal.science/hal-03906946/file/platzer_2023.pdf https://doi.org/10.1007/978-3-031-18988-3_14 en eng HAL CCSD Springer International Publishing info:eu-repo/semantics/altIdentifier/doi/10.1007/978-3-031-18988-3_14 info:eu-repo/grantAgreement//856408/EU/Stochastic Transport in Upper Ocean Dynamics/STUOD hal-03906946 https://imt-atlantique.hal.science/hal-03906946 https://imt-atlantique.hal.science/hal-03906946/document https://imt-atlantique.hal.science/hal-03906946/file/platzer_2023.pdf doi:10.1007/978-3-031-18988-3_14 http://creativecommons.org/licenses/by/ info:eu-repo/semantics/OpenAccess Stochastic Transport in Upper Ocean Dynamics, Mathematics of Planet Earth book series (MPE) STUOD 2021: Stochastic Transport in Upper Ocean Dynamics Annual Workshop https://imt-atlantique.hal.science/hal-03906946 STUOD 2021: Stochastic Transport in Upper Ocean Dynamics Annual Workshop, Sep 2021, London, United Kingdom. pp.223-236, ⟨10.1007/978-3-031-18988-3_14⟩ Weather Regime Transition Shift Dynamical systems Dimension Persistence Weather Regime Transition Shift Dynamical systems Dimension Persistence [SDU.OCEAN]Sciences of the Universe [physics]/Ocean Atmosphere info:eu-repo/semantics/conferenceObject Conference papers 2021 ftunivrennes1hal https://doi.org/10.1007/978-3-031-18988-3_14 2023-11-14T23:44:45Z International audience Large-scale weather can often be successfully described using a small amount of patterns. A statistical description of reanalysed pressure fields identifies these recurring patterns with clusters in state-space, also called “regimes”. Recently, these weather regimes have been described through instantaneous, local indicators of dimension and persistence, borrowed from dynamical systems theory and extreme value theory. Using similar indicators and going further, we focus here on weather regime transitions. We use 60 years of winter-time sea-level pressure reanalysis data centered on the North-Atlantic ocean and western Europe. These experiments reveal regime-dependent behaviours of dimension and persistence near transitions, although in average one observes an increase of dimension and a decrease of persistence near transitions. The effect of transition on persistence is stronger and lasts longer than on dimension. These findings confirm the relevance of such dynamical indicators for the study of large-scale weather regimes, and reveal their potential to be used for both the understanding and detection of weather regime transitions. Conference Object North Atlantic Université de Rennes 1: Publications scientifiques (HAL) 223 236