Dynamical footprints of Hurricanes in the Tropical Dynamics
International audience Hurricanes --- and more broadly tropical cyclones --- are high-impact weather phenomena whose adverse socio-economic and ecosystem impacts affect a considerable part of the global population. Despite our reasonably robust meteorological understanding of tropical cyclones, we s...
Published in: | Chaos: An Interdisciplinary Journal of Nonlinear Science |
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Main Authors: | , , , , , |
Other Authors: | , , , , , , , , , , , , , , , , , , , , , , |
Format: | Article in Journal/Newspaper |
Language: | English |
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HAL CCSD
2023
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Subjects: | |
Online Access: | https://hal.science/hal-03219409 https://hal.science/hal-03219409v4/document https://hal.science/hal-03219409v4/file/Faranda_et_al_Hurricanes_Indicators_R2.pdf https://doi.org/10.1063/5.0093732 |
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HAL Sorbonne Université |
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English |
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[SDU.OCEAN]Sciences of the Universe [physics]/Ocean Atmosphere [NLIN.NLIN-CD]Nonlinear Sciences [physics]/Chaotic Dynamics [nlin.CD] [PHYS.PHYS.PHYS-AO-PH]Physics [physics]/Physics [physics]/Atmospheric and Oceanic Physics [physics.ao-ph] |
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[SDU.OCEAN]Sciences of the Universe [physics]/Ocean Atmosphere [NLIN.NLIN-CD]Nonlinear Sciences [physics]/Chaotic Dynamics [nlin.CD] [PHYS.PHYS.PHYS-AO-PH]Physics [physics]/Physics [physics]/Atmospheric and Oceanic Physics [physics.ao-ph] Faranda, Davide Messori, Gabriele Yiou, Pascal Thao, Soulivanh Pons, Flavio Dubrulle, Berengere Dynamical footprints of Hurricanes in the Tropical Dynamics |
topic_facet |
[SDU.OCEAN]Sciences of the Universe [physics]/Ocean Atmosphere [NLIN.NLIN-CD]Nonlinear Sciences [physics]/Chaotic Dynamics [nlin.CD] [PHYS.PHYS.PHYS-AO-PH]Physics [physics]/Physics [physics]/Atmospheric and Oceanic Physics [physics.ao-ph] |
description |
International audience Hurricanes --- and more broadly tropical cyclones --- are high-impact weather phenomena whose adverse socio-economic and ecosystem impacts affect a considerable part of the global population. Despite our reasonably robust meteorological understanding of tropical cyclones, we still face outstanding challenges for their numerical simulations. Consequently, future changes in the frequency of occurrence and intensity of tropical cyclones are still debated. Here, we diagnose possible reasons for the poor representation of tropical cyclones in numerical models, by considering the cyclones as chaotic dynamical systems. We follow 197 tropical cyclones which occurred between 2010 and 2020 in the North Atlantic using the HURDAT2 and ERA5 datasets. We measure the cyclones instantaneous number of active degrees of freedom (local dimension) and the persistence of their sea-level pressure and potential vorticity fields. During the most intense phases of the cyclones, and specifically when cyclones reach hurricane strength, there is a collapse of degrees of freedom and an increase in persistence. The large dependence of hurricanes dynamical characteristics on intensity suggests the need for adaptive parametrisation schemes which take into account the dependence of the cyclone's phase, in analogy with high-dissipation intermittent events in turbulent flows. |
author2 |
Laboratoire de Météorologie Dynamique (UMR 8539) (LMD) Institut national des sciences de l'Univers (INSU - CNRS)-École polytechnique (X) Institut Polytechnique de Paris (IP Paris)-Institut Polytechnique de Paris (IP Paris)-École des Ponts ParisTech (ENPC)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Département des Géosciences - ENS Paris École normale supérieure - Paris (ENS-PSL) Université Paris Sciences et Lettres (PSL)-Université Paris Sciences et Lettres (PSL)-École normale supérieure - Paris (ENS-PSL) Université Paris Sciences et Lettres (PSL)-Université Paris Sciences et Lettres (PSL) London Mathematical Laboratory 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) 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)) Uppsala Universitet Uppsala Department of Meteorology Stockholm (MISU) Stockholm University Service de physique de l'état condensé (SPEC - UMR3680) Institut Rayonnement Matière de Saclay (DRF) (IRAMIS) Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Paris-Saclay-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS) Systèmes Physiques Hors-équilibre, hYdrodynamique, éNergie et compleXes (SPHYNX) Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Paris-Saclay-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Institut Rayonnement Matière de Saclay (DRF) (IRAMIS) ANR-19-ERC7-0003,BOREAS,Dynamique et thermodynamique des tempêtes de neige en changement climatique(2019) ANR-16-CE06-0006,EXPLOIT,Etude expérimentale des structures dissipatives en turbulence(2016) European Project: 101003469,XAIDA |
format |
Article in Journal/Newspaper |
author |
Faranda, Davide Messori, Gabriele Yiou, Pascal Thao, Soulivanh Pons, Flavio Dubrulle, Berengere |
author_facet |
Faranda, Davide Messori, Gabriele Yiou, Pascal Thao, Soulivanh Pons, Flavio Dubrulle, Berengere |
author_sort |
Faranda, Davide |
title |
Dynamical footprints of Hurricanes in the Tropical Dynamics |
title_short |
Dynamical footprints of Hurricanes in the Tropical Dynamics |
title_full |
Dynamical footprints of Hurricanes in the Tropical Dynamics |
title_fullStr |
Dynamical footprints of Hurricanes in the Tropical Dynamics |
title_full_unstemmed |
Dynamical footprints of Hurricanes in the Tropical Dynamics |
title_sort |
dynamical footprints of hurricanes in the tropical dynamics |
publisher |
HAL CCSD |
publishDate |
2023 |
url |
https://hal.science/hal-03219409 https://hal.science/hal-03219409v4/document https://hal.science/hal-03219409v4/file/Faranda_et_al_Hurricanes_Indicators_R2.pdf https://doi.org/10.1063/5.0093732 |
genre |
North Atlantic |
genre_facet |
North Atlantic |
op_source |
ISSN: 1054-1500 Chaos: An Interdisciplinary Journal of Nonlinear Science https://hal.science/hal-03219409 Chaos: An Interdisciplinary Journal of Nonlinear Science, 2023, 33, pp.013101. ⟨10.1063/5.0093732⟩ |
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info:eu-repo/semantics/altIdentifier/doi/10.1063/5.0093732 info:eu-repo/grantAgreement//101003469/EU/eXtreme events : Artificial Intelligence for Detection and Attribution/XAIDA hal-03219409 https://hal.science/hal-03219409 https://hal.science/hal-03219409v4/document https://hal.science/hal-03219409v4/file/Faranda_et_al_Hurricanes_Indicators_R2.pdf doi:10.1063/5.0093732 |
op_rights |
info:eu-repo/semantics/OpenAccess |
op_doi |
https://doi.org/10.1063/5.0093732 |
container_title |
Chaos: An Interdisciplinary Journal of Nonlinear Science |
container_volume |
33 |
container_issue |
1 |
container_start_page |
013101 |
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1812179391973687296 |
spelling |
ftsorbonneuniv:oai:HAL:hal-03219409v4 2024-10-06T13:51:12+00:00 Dynamical footprints of Hurricanes in the Tropical Dynamics Faranda, Davide Messori, Gabriele Yiou, Pascal Thao, Soulivanh Pons, Flavio Dubrulle, Berengere Laboratoire de Météorologie Dynamique (UMR 8539) (LMD) Institut national des sciences de l'Univers (INSU - CNRS)-École polytechnique (X) Institut Polytechnique de Paris (IP Paris)-Institut Polytechnique de Paris (IP Paris)-École des Ponts ParisTech (ENPC)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Département des Géosciences - ENS Paris École normale supérieure - Paris (ENS-PSL) Université Paris Sciences et Lettres (PSL)-Université Paris Sciences et Lettres (PSL)-École normale supérieure - Paris (ENS-PSL) Université Paris Sciences et Lettres (PSL)-Université Paris Sciences et Lettres (PSL) London Mathematical Laboratory 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) 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)) Uppsala Universitet Uppsala Department of Meteorology Stockholm (MISU) Stockholm University Service de physique de l'état condensé (SPEC - UMR3680) Institut Rayonnement Matière de Saclay (DRF) (IRAMIS) Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Paris-Saclay-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS) Systèmes Physiques Hors-équilibre, hYdrodynamique, éNergie et compleXes (SPHYNX) Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Paris-Saclay-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Institut Rayonnement Matière de Saclay (DRF) (IRAMIS) ANR-19-ERC7-0003,BOREAS,Dynamique et thermodynamique des tempêtes de neige en changement climatique(2019) ANR-16-CE06-0006,EXPLOIT,Etude expérimentale des structures dissipatives en turbulence(2016) European Project: 101003469,XAIDA 2023-01-03 https://hal.science/hal-03219409 https://hal.science/hal-03219409v4/document https://hal.science/hal-03219409v4/file/Faranda_et_al_Hurricanes_Indicators_R2.pdf https://doi.org/10.1063/5.0093732 en eng HAL CCSD American Institute of Physics info:eu-repo/semantics/altIdentifier/doi/10.1063/5.0093732 info:eu-repo/grantAgreement//101003469/EU/eXtreme events : Artificial Intelligence for Detection and Attribution/XAIDA hal-03219409 https://hal.science/hal-03219409 https://hal.science/hal-03219409v4/document https://hal.science/hal-03219409v4/file/Faranda_et_al_Hurricanes_Indicators_R2.pdf doi:10.1063/5.0093732 info:eu-repo/semantics/OpenAccess ISSN: 1054-1500 Chaos: An Interdisciplinary Journal of Nonlinear Science https://hal.science/hal-03219409 Chaos: An Interdisciplinary Journal of Nonlinear Science, 2023, 33, pp.013101. ⟨10.1063/5.0093732⟩ [SDU.OCEAN]Sciences of the Universe [physics]/Ocean Atmosphere [NLIN.NLIN-CD]Nonlinear Sciences [physics]/Chaotic Dynamics [nlin.CD] [PHYS.PHYS.PHYS-AO-PH]Physics [physics]/Physics [physics]/Atmospheric and Oceanic Physics [physics.ao-ph] info:eu-repo/semantics/article Journal articles 2023 ftsorbonneuniv https://doi.org/10.1063/5.0093732 2024-09-06T00:03:57Z International audience Hurricanes --- and more broadly tropical cyclones --- are high-impact weather phenomena whose adverse socio-economic and ecosystem impacts affect a considerable part of the global population. Despite our reasonably robust meteorological understanding of tropical cyclones, we still face outstanding challenges for their numerical simulations. Consequently, future changes in the frequency of occurrence and intensity of tropical cyclones are still debated. Here, we diagnose possible reasons for the poor representation of tropical cyclones in numerical models, by considering the cyclones as chaotic dynamical systems. We follow 197 tropical cyclones which occurred between 2010 and 2020 in the North Atlantic using the HURDAT2 and ERA5 datasets. We measure the cyclones instantaneous number of active degrees of freedom (local dimension) and the persistence of their sea-level pressure and potential vorticity fields. During the most intense phases of the cyclones, and specifically when cyclones reach hurricane strength, there is a collapse of degrees of freedom and an increase in persistence. The large dependence of hurricanes dynamical characteristics on intensity suggests the need for adaptive parametrisation schemes which take into account the dependence of the cyclone's phase, in analogy with high-dissipation intermittent events in turbulent flows. Article in Journal/Newspaper North Atlantic HAL Sorbonne Université Chaos: An Interdisciplinary Journal of Nonlinear Science 33 1 013101 |