Statistical modeling of interannual shoreline change driven by North Atlantic climate variability spanning 2000–2014 in the Bay of Biscay

International audience Modeling studies addressing daily to interannual coastal evolution typically relate shoreline change with waves, currents and sediment transport through complex processes and feedbacks. For wave-dominated environments, the main driver (waves) is controlled by the regional atmo...

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Published in:Geo-Marine Letters
Main Authors: Robinet, Arthur, Castelle, Bruno, Idier, Déborah, Le Cozannet, Gonéri, Déqué, Michel, Charles, Elodie
Other Authors: Bureau de Recherches Géologiques et Minières (BRGM), Université de Bordeaux (UB), Centre National de la Recherche Scientifique (CNRS), Centre national de recherches météorologiques (CNRM), Institut national des sciences de l'Univers (INSU - CNRS)-Observatoire Midi-Pyrénées (OMP), Institut de Recherche pour le Développement (IRD)-Université Toulouse III - Paul Sabatier (UT3), Université de Toulouse (UT)-Université de Toulouse (UT)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France-Institut de Recherche pour le Développement (IRD)-Université Toulouse III - Paul Sabatier (UT3), Université de Toulouse (UT)-Université de Toulouse (UT)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France-Centre National de la Recherche Scientifique (CNRS), Laboratoire d'études en Géophysique et océanographie spatiales (LEGOS), Université de Toulouse (UT)-Université de Toulouse (UT)-Institut national des sciences de l'Univers (INSU - CNRS)-Observatoire Midi-Pyrénées (OMP), Université de Toulouse (UT)-Université de Toulouse (UT)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France-Institut de Recherche pour le Développement (IRD)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France-Centre National de la Recherche Scientifique (CNRS), Bourse de thèse Carnot-BRGM (Carnot 2014 - Action 1); Projet ANR CHIPO (ANR-14-ASTR-0004-01), ANR-14-ASTR-0004,CHIPO,Processus cross-shore et longshore combinés en morphodynamique littorale(2014)
Format: Article in Journal/Newspaper
Language:English
Published: HAL CCSD 2016
Subjects:
Online Access:https://brgm.hal.science/hal-01353578
https://brgm.hal.science/hal-01353578v2/document
https://brgm.hal.science/hal-01353578v2/file/Robinet%20et%20al.,%202016,%20GML,%20Statistical%20modeling%20of%20interannual%20shoreline%20change%20driven%20by%20North%20Atlantic%20climate%20variability.pdf
https://doi.org/10.1007/s00367-016-0460-8
id ftanrparis:oai:HAL:hal-01353578v2
record_format openpolar
institution Open Polar
collection Portail HAL-ANR (Agence Nationale de la Recherche)
op_collection_id ftanrparis
language English
topic Climate variability
North Atlantic weather regimes
Interannual shoreline change
Shoreline model
Truc Vert beach
[SDU.OCEAN]Sciences of the Universe [physics]/Ocean
Atmosphere
spellingShingle Climate variability
North Atlantic weather regimes
Interannual shoreline change
Shoreline model
Truc Vert beach
[SDU.OCEAN]Sciences of the Universe [physics]/Ocean
Atmosphere
Robinet, Arthur
Castelle, Bruno
Idier, Déborah
Le Cozannet, Gonéri
Déqué, Michel
Charles, Elodie
Statistical modeling of interannual shoreline change driven by North Atlantic climate variability spanning 2000–2014 in the Bay of Biscay
topic_facet Climate variability
North Atlantic weather regimes
Interannual shoreline change
Shoreline model
Truc Vert beach
[SDU.OCEAN]Sciences of the Universe [physics]/Ocean
Atmosphere
description International audience Modeling studies addressing daily to interannual coastal evolution typically relate shoreline change with waves, currents and sediment transport through complex processes and feedbacks. For wave-dominated environments, the main driver (waves) is controlled by the regional atmospheric circulation. Here a simple weather regime-driven shoreline model is developed for a 15-year shoreline dataset (2000–2014) collected at Truc Vert beach, Bay of Biscay, SW France. In all, 16 weather regimes (four per season) are considered. The centroids and occurrences are computed using the ERA-40 and ERA-Interim reanalyses, applying k-means and EOF methods to the anomalies of the 500-hPa geopotential height over the North Atlantic Basin. The weather regime-driven shoreline model explains 70% of the observed interannual shoreline variability. The application of a proven wave-driven equilibrium shoreline model to the same period shows that both models have similar skills at the interannual scale. Relation between the weather regimes and the wave climate in the Bay of Biscay is investigated and the primary weather regimes impacting shoreline change are identified. For instance, the winter zonal regime characterized by a strengthening of the pressure gradient between the Iceland low and the Azores high is associated with high-energy wave conditions and is found to drive an increase in the shoreline erosion rate. The study demonstrates the predictability of interannual shoreline change from a limited number of weather regimes, which opens new perspectives for shoreline change modeling and encourages long-term shoreline monitoring programs.
author2 Bureau de Recherches Géologiques et Minières (BRGM)
Université de Bordeaux (UB)
Centre National de la Recherche Scientifique (CNRS)
Centre national de recherches météorologiques (CNRM)
Institut national des sciences de l'Univers (INSU - CNRS)-Observatoire Midi-Pyrénées (OMP)
Institut de Recherche pour le Développement (IRD)-Université Toulouse III - Paul Sabatier (UT3)
Université de Toulouse (UT)-Université de Toulouse (UT)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France-Institut de Recherche pour le Développement (IRD)-Université Toulouse III - Paul Sabatier (UT3)
Université de Toulouse (UT)-Université de Toulouse (UT)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France-Centre National de la Recherche Scientifique (CNRS)
Laboratoire d'études en Géophysique et océanographie spatiales (LEGOS)
Université de Toulouse (UT)-Université de Toulouse (UT)-Institut national des sciences de l'Univers (INSU - CNRS)-Observatoire Midi-Pyrénées (OMP)
Université de Toulouse (UT)-Université de Toulouse (UT)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France-Institut de Recherche pour le Développement (IRD)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France-Centre National de la Recherche Scientifique (CNRS)
Bourse de thèse Carnot-BRGM (Carnot 2014 - Action 1); Projet ANR CHIPO (ANR-14-ASTR-0004-01)
ANR-14-ASTR-0004,CHIPO,Processus cross-shore et longshore combinés en morphodynamique littorale(2014)
format Article in Journal/Newspaper
author Robinet, Arthur
Castelle, Bruno
Idier, Déborah
Le Cozannet, Gonéri
Déqué, Michel
Charles, Elodie
author_facet Robinet, Arthur
Castelle, Bruno
Idier, Déborah
Le Cozannet, Gonéri
Déqué, Michel
Charles, Elodie
author_sort Robinet, Arthur
title Statistical modeling of interannual shoreline change driven by North Atlantic climate variability spanning 2000–2014 in the Bay of Biscay
title_short Statistical modeling of interannual shoreline change driven by North Atlantic climate variability spanning 2000–2014 in the Bay of Biscay
title_full Statistical modeling of interannual shoreline change driven by North Atlantic climate variability spanning 2000–2014 in the Bay of Biscay
title_fullStr Statistical modeling of interannual shoreline change driven by North Atlantic climate variability spanning 2000–2014 in the Bay of Biscay
title_full_unstemmed Statistical modeling of interannual shoreline change driven by North Atlantic climate variability spanning 2000–2014 in the Bay of Biscay
title_sort statistical modeling of interannual shoreline change driven by north atlantic climate variability spanning 2000–2014 in the bay of biscay
publisher HAL CCSD
publishDate 2016
url https://brgm.hal.science/hal-01353578
https://brgm.hal.science/hal-01353578v2/document
https://brgm.hal.science/hal-01353578v2/file/Robinet%20et%20al.,%202016,%20GML,%20Statistical%20modeling%20of%20interannual%20shoreline%20change%20driven%20by%20North%20Atlantic%20climate%20variability.pdf
https://doi.org/10.1007/s00367-016-0460-8
genre Iceland
North Atlantic
genre_facet Iceland
North Atlantic
op_source ISSN: 0276-0460
EISSN: 1432-1157
Geo-Marine Letters
https://brgm.hal.science/hal-01353578
Geo-Marine Letters, 2016, 36 (6), ⟨10.1007/s00367-016-0460-8⟩
http://link.springer.com/article/10.1007/s00367-016-0460-8
op_relation info:eu-repo/semantics/altIdentifier/doi/10.1007/s00367-016-0460-8
hal-01353578
https://brgm.hal.science/hal-01353578
https://brgm.hal.science/hal-01353578v2/document
https://brgm.hal.science/hal-01353578v2/file/Robinet%20et%20al.,%202016,%20GML,%20Statistical%20modeling%20of%20interannual%20shoreline%20change%20driven%20by%20North%20Atlantic%20climate%20variability.pdf
doi:10.1007/s00367-016-0460-8
op_rights info:eu-repo/semantics/OpenAccess
op_doi https://doi.org/10.1007/s00367-016-0460-8
container_title Geo-Marine Letters
container_volume 36
container_issue 6
container_start_page 479
op_container_end_page 490
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spelling ftanrparis:oai:HAL:hal-01353578v2 2024-05-19T07:42:57+00:00 Statistical modeling of interannual shoreline change driven by North Atlantic climate variability spanning 2000–2014 in the Bay of Biscay Robinet, Arthur Castelle, Bruno Idier, Déborah Le Cozannet, Gonéri Déqué, Michel Charles, Elodie Bureau de Recherches Géologiques et Minières (BRGM) Université de Bordeaux (UB) Centre National de la Recherche Scientifique (CNRS) Centre national de recherches météorologiques (CNRM) Institut national des sciences de l'Univers (INSU - CNRS)-Observatoire Midi-Pyrénées (OMP) Institut de Recherche pour le Développement (IRD)-Université Toulouse III - Paul Sabatier (UT3) Université de Toulouse (UT)-Université de Toulouse (UT)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France-Institut de Recherche pour le Développement (IRD)-Université Toulouse III - Paul Sabatier (UT3) Université de Toulouse (UT)-Université de Toulouse (UT)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France-Centre National de la Recherche Scientifique (CNRS) Laboratoire d'études en Géophysique et océanographie spatiales (LEGOS) Université de Toulouse (UT)-Université de Toulouse (UT)-Institut national des sciences de l'Univers (INSU - CNRS)-Observatoire Midi-Pyrénées (OMP) Université de Toulouse (UT)-Université de Toulouse (UT)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France-Institut de Recherche pour le Développement (IRD)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National d'Études Spatiales Toulouse (CNES)-Centre National de la Recherche Scientifique (CNRS)-Météo-France-Centre National de la Recherche Scientifique (CNRS) Bourse de thèse Carnot-BRGM (Carnot 2014 - Action 1); Projet ANR CHIPO (ANR-14-ASTR-0004-01) ANR-14-ASTR-0004,CHIPO,Processus cross-shore et longshore combinés en morphodynamique littorale(2014) 2016-11 https://brgm.hal.science/hal-01353578 https://brgm.hal.science/hal-01353578v2/document https://brgm.hal.science/hal-01353578v2/file/Robinet%20et%20al.,%202016,%20GML,%20Statistical%20modeling%20of%20interannual%20shoreline%20change%20driven%20by%20North%20Atlantic%20climate%20variability.pdf https://doi.org/10.1007/s00367-016-0460-8 en eng HAL CCSD Springer Verlag info:eu-repo/semantics/altIdentifier/doi/10.1007/s00367-016-0460-8 hal-01353578 https://brgm.hal.science/hal-01353578 https://brgm.hal.science/hal-01353578v2/document https://brgm.hal.science/hal-01353578v2/file/Robinet%20et%20al.,%202016,%20GML,%20Statistical%20modeling%20of%20interannual%20shoreline%20change%20driven%20by%20North%20Atlantic%20climate%20variability.pdf doi:10.1007/s00367-016-0460-8 info:eu-repo/semantics/OpenAccess ISSN: 0276-0460 EISSN: 1432-1157 Geo-Marine Letters https://brgm.hal.science/hal-01353578 Geo-Marine Letters, 2016, 36 (6), ⟨10.1007/s00367-016-0460-8⟩ http://link.springer.com/article/10.1007/s00367-016-0460-8 Climate variability North Atlantic weather regimes Interannual shoreline change Shoreline model Truc Vert beach [SDU.OCEAN]Sciences of the Universe [physics]/Ocean Atmosphere info:eu-repo/semantics/article Journal articles 2016 ftanrparis https://doi.org/10.1007/s00367-016-0460-8 2024-04-30T17:12:13Z International audience Modeling studies addressing daily to interannual coastal evolution typically relate shoreline change with waves, currents and sediment transport through complex processes and feedbacks. For wave-dominated environments, the main driver (waves) is controlled by the regional atmospheric circulation. Here a simple weather regime-driven shoreline model is developed for a 15-year shoreline dataset (2000–2014) collected at Truc Vert beach, Bay of Biscay, SW France. In all, 16 weather regimes (four per season) are considered. The centroids and occurrences are computed using the ERA-40 and ERA-Interim reanalyses, applying k-means and EOF methods to the anomalies of the 500-hPa geopotential height over the North Atlantic Basin. The weather regime-driven shoreline model explains 70% of the observed interannual shoreline variability. The application of a proven wave-driven equilibrium shoreline model to the same period shows that both models have similar skills at the interannual scale. Relation between the weather regimes and the wave climate in the Bay of Biscay is investigated and the primary weather regimes impacting shoreline change are identified. For instance, the winter zonal regime characterized by a strengthening of the pressure gradient between the Iceland low and the Azores high is associated with high-energy wave conditions and is found to drive an increase in the shoreline erosion rate. The study demonstrates the predictability of interannual shoreline change from a limited number of weather regimes, which opens new perspectives for shoreline change modeling and encourages long-term shoreline monitoring programs. Article in Journal/Newspaper Iceland North Atlantic Portail HAL-ANR (Agence Nationale de la Recherche) Geo-Marine Letters 36 6 479 490