Benthic ecoregionalization based on echinoid fauna of the Southern Ocean supports current proposals of Antarctic Marine Protected Areas under IPCC scenarios of climate change.

20 pages International audience The Southern Ocean (SO) is among the regions on Earth that are undergoing regionally the fastest environmental changes. The unique ecological features of its marine life make it particularly vulnerable to the multiple effects of climate change. A network of Marine Pro...

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Published in:Global Change Biology
Main Authors: Fabri-Ruiz, Salomé, Danis, Bruno, Navarro, Nicolas, Koubbi, Philippe, Laffont, Rémi, Saucède, Thomas
Other Authors: Biogéosciences UMR 6282 Dijon (BGS), Centre National de la Recherche Scientifique (CNRS)-Université de Bourgogne (UB)-AgroSup Dijon - Institut National Supérieur des Sciences Agronomiques, de l'Alimentation et de l'Environnement, Laboratoire de Biologie Marine, Université libre de Bruxelles (ULB), École pratique des hautes études (EPHE), Université Paris sciences et lettres (PSL), UFR 918 Terre - environnement - Biodiversité, Structure et fonctionnement des systèmes hydriques continentaux (SISYPHE), Université Pierre et Marie Curie - Paris 6 (UPMC)-École pratique des hautes études (EPHE), Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-MINES ParisTech - École nationale supérieure des mines de Paris, Université Paris sciences et lettres (PSL)-Centre National de la Recherche Scientifique (CNRS)-Université Pierre et Marie Curie - Paris 6 (UPMC)-École pratique des hautes études (EPHE), Université Paris sciences et lettres (PSL)-Centre National de la Recherche Scientifique (CNRS), Laboratoire Ressources halieutiques Manche Mer du nord, IFREMER Centre Manche Mer du Nord, (HMMN), Institut Français de Recherche pour l'Exploitation de la Mer (IFREMER), French Polar Institute, Grant/AwardNumber: 36 and 9; Belgian Science PolicyOffice
Format: Article in Journal/Newspaper
Language:English
Published: HAL CCSD 2020
Subjects:
Online Access:https://hal.archives-ouvertes.fr/hal-02521931
https://doi.org/10.1111/gcb.14988
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record_format openpolar
institution Open Polar
collection Archive ouverte HAL (Hyper Article en Ligne, CCSD - Centre pour la Communication Scientifique Directe)
op_collection_id ftccsdartic
language English
topic climate change
echinoids
ecological niche modeling
ecoregionalization
Marine Protected Areas
[SDE.BE]Environmental Sciences/Biodiversity and Ecology
[SDE.MCG]Environmental Sciences/Global Changes
spellingShingle climate change
echinoids
ecological niche modeling
ecoregionalization
Marine Protected Areas
[SDE.BE]Environmental Sciences/Biodiversity and Ecology
[SDE.MCG]Environmental Sciences/Global Changes
Fabri-Ruiz, Salomé
Danis, Bruno
Navarro, Nicolas
Koubbi, Philippe
Laffont, Rémi
Saucède, Thomas
Benthic ecoregionalization based on echinoid fauna of the Southern Ocean supports current proposals of Antarctic Marine Protected Areas under IPCC scenarios of climate change.
topic_facet climate change
echinoids
ecological niche modeling
ecoregionalization
Marine Protected Areas
[SDE.BE]Environmental Sciences/Biodiversity and Ecology
[SDE.MCG]Environmental Sciences/Global Changes
description 20 pages International audience The Southern Ocean (SO) is among the regions on Earth that are undergoing regionally the fastest environmental changes. The unique ecological features of its marine life make it particularly vulnerable to the multiple effects of climate change. A network of Marine Protected Areas (MPAs) has started to be implemented in the SO to protect marine ecosystems. However, considering future predictions of the Intergovernmental Panel on Climate Change (IPCC), the relevance of current, static, MPAs may be questioned under future scenarios. In this context, the ecoregionalization approach can prove promising in identifying well‐delimited regions of common species composition and environmental settings. These so‐called ecoregions are expected to show similar biotic responses to environmental changes and can be used to define priority areas for the designation of new MPAs and the update of their current delimitation. In the present work, a benthic ecoregionalization of the entire SO is proposed for the first time based on abiotic environmental parameters and the distribution of echinoid fauna, a diversified and common member of Antarctic benthic ecosystems. A novel two‐step approach was developed combining species distribution modeling with Random Forest and Gaussian Mixture modeling from species probabilities to define current ecoregions and predict future ecoregions under IPCC scenarios RCP 4.5 and 8.5. The ecological representativity of current and proposed MPAs of the SO is discussed with regard to the modeled benthic ecoregions. In all, 12 benthic ecoregions were determined under present conditions, they are representative of major biogeographic patterns already described. Our results show that the most dramatic changes can be expected along the Antarctic Peninsula, in East Antarctica and the sub‐Antarctic islands under both IPCC scenarios. Our results advocate for a dynamic definition of MPAs, they also argue for improving the representativity of Antarctic ecoregions in proposed MPAs ...
author2 Biogéosciences UMR 6282 Dijon (BGS)
Centre National de la Recherche Scientifique (CNRS)-Université de Bourgogne (UB)-AgroSup Dijon - Institut National Supérieur des Sciences Agronomiques, de l'Alimentation et de l'Environnement
Laboratoire de Biologie Marine
Université libre de Bruxelles (ULB)
École pratique des hautes études (EPHE)
Université Paris sciences et lettres (PSL)
UFR 918 Terre - environnement - Biodiversité
Structure et fonctionnement des systèmes hydriques continentaux (SISYPHE)
Université Pierre et Marie Curie - Paris 6 (UPMC)-École pratique des hautes études (EPHE)
Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-MINES ParisTech - École nationale supérieure des mines de Paris
Université Paris sciences et lettres (PSL)-Centre National de la Recherche Scientifique (CNRS)-Université Pierre et Marie Curie - Paris 6 (UPMC)-École pratique des hautes études (EPHE)
Université Paris sciences et lettres (PSL)-Centre National de la Recherche Scientifique (CNRS)
Laboratoire Ressources halieutiques Manche Mer du nord, IFREMER Centre Manche Mer du Nord, (HMMN)
Institut Français de Recherche pour l'Exploitation de la Mer (IFREMER)
French Polar Institute, Grant/AwardNumber: 36 and 9; Belgian Science PolicyOffice
format Article in Journal/Newspaper
author Fabri-Ruiz, Salomé
Danis, Bruno
Navarro, Nicolas
Koubbi, Philippe
Laffont, Rémi
Saucède, Thomas
author_facet Fabri-Ruiz, Salomé
Danis, Bruno
Navarro, Nicolas
Koubbi, Philippe
Laffont, Rémi
Saucède, Thomas
author_sort Fabri-Ruiz, Salomé
title Benthic ecoregionalization based on echinoid fauna of the Southern Ocean supports current proposals of Antarctic Marine Protected Areas under IPCC scenarios of climate change.
title_short Benthic ecoregionalization based on echinoid fauna of the Southern Ocean supports current proposals of Antarctic Marine Protected Areas under IPCC scenarios of climate change.
title_full Benthic ecoregionalization based on echinoid fauna of the Southern Ocean supports current proposals of Antarctic Marine Protected Areas under IPCC scenarios of climate change.
title_fullStr Benthic ecoregionalization based on echinoid fauna of the Southern Ocean supports current proposals of Antarctic Marine Protected Areas under IPCC scenarios of climate change.
title_full_unstemmed Benthic ecoregionalization based on echinoid fauna of the Southern Ocean supports current proposals of Antarctic Marine Protected Areas under IPCC scenarios of climate change.
title_sort benthic ecoregionalization based on echinoid fauna of the southern ocean supports current proposals of antarctic marine protected areas under ipcc scenarios of climate change.
publisher HAL CCSD
publishDate 2020
url https://hal.archives-ouvertes.fr/hal-02521931
https://doi.org/10.1111/gcb.14988
geographic Antarctic
Southern Ocean
The Antarctic
Antarctic Peninsula
East Antarctica
geographic_facet Antarctic
Southern Ocean
The Antarctic
Antarctic Peninsula
East Antarctica
genre Antarc*
Antarctic
Antarctic Peninsula
Antarctica
East Antarctica
Southern Ocean
genre_facet Antarc*
Antarctic
Antarctic Peninsula
Antarctica
East Antarctica
Southern Ocean
op_source ISSN: 1354-1013
EISSN: 1365-2486
Global Change Biology
https://hal.archives-ouvertes.fr/hal-02521931
Global Change Biology, Wiley, 2020, 26 (4), pp.2161-2180. ⟨10.1111/gcb.14988⟩
https://onlinelibrary-wiley-com/doi/full/10.1111/gcb.14988
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op_doi https://doi.org/10.1111/gcb.14988
container_title Global Change Biology
container_volume 26
container_issue 4
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spelling ftccsdartic:oai:HAL:hal-02521931v1 2023-05-15T13:50:22+02:00 Benthic ecoregionalization based on echinoid fauna of the Southern Ocean supports current proposals of Antarctic Marine Protected Areas under IPCC scenarios of climate change. Fabri-Ruiz, Salomé Danis, Bruno Navarro, Nicolas Koubbi, Philippe Laffont, Rémi Saucède, Thomas Biogéosciences UMR 6282 Dijon (BGS) Centre National de la Recherche Scientifique (CNRS)-Université de Bourgogne (UB)-AgroSup Dijon - Institut National Supérieur des Sciences Agronomiques, de l'Alimentation et de l'Environnement Laboratoire de Biologie Marine Université libre de Bruxelles (ULB) École pratique des hautes études (EPHE) Université Paris sciences et lettres (PSL) UFR 918 Terre - environnement - Biodiversité Structure et fonctionnement des systèmes hydriques continentaux (SISYPHE) Université Pierre et Marie Curie - Paris 6 (UPMC)-École pratique des hautes études (EPHE) Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-MINES ParisTech - École nationale supérieure des mines de Paris Université Paris sciences et lettres (PSL)-Centre National de la Recherche Scientifique (CNRS)-Université Pierre et Marie Curie - Paris 6 (UPMC)-École pratique des hautes études (EPHE) Université Paris sciences et lettres (PSL)-Centre National de la Recherche Scientifique (CNRS) Laboratoire Ressources halieutiques Manche Mer du nord, IFREMER Centre Manche Mer du Nord, (HMMN) Institut Français de Recherche pour l'Exploitation de la Mer (IFREMER) French Polar Institute, Grant/AwardNumber: 36 and 9; Belgian Science PolicyOffice 2020-04 https://hal.archives-ouvertes.fr/hal-02521931 https://doi.org/10.1111/gcb.14988 en eng HAL CCSD Wiley info:eu-repo/semantics/altIdentifier/doi/10.1111/gcb.14988 hal-02521931 https://hal.archives-ouvertes.fr/hal-02521931 doi:10.1111/gcb.14988 ISSN: 1354-1013 EISSN: 1365-2486 Global Change Biology https://hal.archives-ouvertes.fr/hal-02521931 Global Change Biology, Wiley, 2020, 26 (4), pp.2161-2180. ⟨10.1111/gcb.14988⟩ https://onlinelibrary-wiley-com/doi/full/10.1111/gcb.14988 climate change echinoids ecological niche modeling ecoregionalization Marine Protected Areas [SDE.BE]Environmental Sciences/Biodiversity and Ecology [SDE.MCG]Environmental Sciences/Global Changes info:eu-repo/semantics/article Journal articles 2020 ftccsdartic https://doi.org/10.1111/gcb.14988 2022-01-01T23:29:56Z 20 pages International audience The Southern Ocean (SO) is among the regions on Earth that are undergoing regionally the fastest environmental changes. The unique ecological features of its marine life make it particularly vulnerable to the multiple effects of climate change. A network of Marine Protected Areas (MPAs) has started to be implemented in the SO to protect marine ecosystems. However, considering future predictions of the Intergovernmental Panel on Climate Change (IPCC), the relevance of current, static, MPAs may be questioned under future scenarios. In this context, the ecoregionalization approach can prove promising in identifying well‐delimited regions of common species composition and environmental settings. These so‐called ecoregions are expected to show similar biotic responses to environmental changes and can be used to define priority areas for the designation of new MPAs and the update of their current delimitation. In the present work, a benthic ecoregionalization of the entire SO is proposed for the first time based on abiotic environmental parameters and the distribution of echinoid fauna, a diversified and common member of Antarctic benthic ecosystems. A novel two‐step approach was developed combining species distribution modeling with Random Forest and Gaussian Mixture modeling from species probabilities to define current ecoregions and predict future ecoregions under IPCC scenarios RCP 4.5 and 8.5. The ecological representativity of current and proposed MPAs of the SO is discussed with regard to the modeled benthic ecoregions. In all, 12 benthic ecoregions were determined under present conditions, they are representative of major biogeographic patterns already described. Our results show that the most dramatic changes can be expected along the Antarctic Peninsula, in East Antarctica and the sub‐Antarctic islands under both IPCC scenarios. Our results advocate for a dynamic definition of MPAs, they also argue for improving the representativity of Antarctic ecoregions in proposed MPAs ... Article in Journal/Newspaper Antarc* Antarctic Antarctic Peninsula Antarctica East Antarctica Southern Ocean Archive ouverte HAL (Hyper Article en Ligne, CCSD - Centre pour la Communication Scientifique Directe) Antarctic Southern Ocean The Antarctic Antarctic Peninsula East Antarctica Global Change Biology 26 4 2161 2180