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...
Published in: | Geo-Marine Letters |
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Main Authors: | , , , , , |
Other Authors: | , , , , , , , , , , , , |
Format: | Article in Journal/Newspaper |
Language: | English |
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HAL CCSD
2016
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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 |
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ftanrparis:oai:HAL:hal-01353578v2 |
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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 |
_version_ |
1799482663303643136 |
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 |