Using correlative and mechanistic niche models to assess the sensitivity of the Antarctic echinoid Sterechinus neumayeri to climate change.

23 pages International audience The Southern Ocean is undergoing rapid environmental changes that are likely to have a profound impact on marine life, as organisms are adapted to sub-zero temperatures and display specific adaptations to polar conditions. However, species ecological and physiological...

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Published in:Polar Biology
Main Authors: Fabri-Ruiz, Salomé, Guillaumot, Charlène, Agüera, Antonio, Danis, Bruno, Saucède, Thomas
Other Authors: Biogéosciences UMR 6282 (BGS), Université de Bourgogne (UB)-Centre National de la Recherche Scientifique (CNRS), Laboratoire de Biologie Marine (LBM), Université libre de Bruxelles (ULB), Austevoll Research Station (IMR), Institute of Marine Research Bergen (IMR), University of Bergen (UiB)-University of Bergen (UiB), Belgian Science Policy Office (BELSPO)
Format: Article in Journal/Newspaper
Language:English
Published: HAL CCSD 2021
Subjects:
Online Access:https://hal.archives-ouvertes.fr/hal-03292228
https://doi.org/10.1007/s00300-021-02886-5
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spelling ftunivnantes:oai:HAL:hal-03292228v1 2023-05-15T13:54:39+02:00 Using correlative and mechanistic niche models to assess the sensitivity of the Antarctic echinoid Sterechinus neumayeri to climate change. Fabri-Ruiz, Salomé Guillaumot, Charlène Agüera, Antonio Danis, Bruno Saucède, Thomas Biogéosciences UMR 6282 (BGS) Université de Bourgogne (UB)-Centre National de la Recherche Scientifique (CNRS) Laboratoire de Biologie Marine (LBM) Université libre de Bruxelles (ULB) Austevoll Research Station (IMR) Institute of Marine Research Bergen (IMR) University of Bergen (UiB)-University of Bergen (UiB) Belgian Science Policy Office (BELSPO) 2021-08 https://hal.archives-ouvertes.fr/hal-03292228 https://doi.org/10.1007/s00300-021-02886-5 en eng HAL CCSD Springer Verlag info:eu-repo/semantics/altIdentifier/doi/10.1007/s00300-021-02886-5 hal-03292228 https://hal.archives-ouvertes.fr/hal-03292228 doi:10.1007/s00300-021-02886-5 ISSN: 0722-4060 EISSN: 1432-2056 Polar Biology https://hal.archives-ouvertes.fr/hal-03292228 Polar Biology, Springer Verlag, 2021, 44 (8), pp.1517-1539. ⟨10.1007/s00300-021-02886-5⟩ https://link.springer.com/article/10.1007/s00300-021-02886-5 Ecological niche model Dynamic energy budget Species distribution model [SDE.BE]Environmental Sciences/Biodiversity and Ecology [SDE.MCG]Environmental Sciences/Global Changes info:eu-repo/semantics/article Journal articles 2021 ftunivnantes https://doi.org/10.1007/s00300-021-02886-5 2022-08-30T22:59:56Z 23 pages International audience The Southern Ocean is undergoing rapid environmental changes that are likely to have a profound impact on marine life, as organisms are adapted to sub-zero temperatures and display specific adaptations to polar conditions. However, species ecological and physiological responses to environmental changes remain poorly understood at large spatial scale owing to sparse observation data. In this context, correlative ecological niche modeling (ENMc) can prove useful. This approach is based on the correlation between species occurrences and environmental parameters to predict the potential species occupied space. However, this approach suffers from a series of limitations amongst which extrapolation and poor transferability performances in space and time. Mechanistic ecological niche modeling (ENMm) is a process-based approach that describes species functional traits in a dynamic environmental context and can therefore represent a complementary tool to understand processes that shape species distribution in a changing environment. In this study, we used both ENMc and ENMm projections to model the distribution of the Antarctic echinoid Sterechinus neumayeri. Both models were projected according to present (2005–2012) and future IPCC scenarios RCP 4.5 and 8.5 for (2050–2099). ENMc and ENMm projections are congruent and predict suitable current conditions for the species on the Antarctic shelf, in the Ross Sea and Prydz Bay areas. Unsuitable conditions are predicted in the northern Kerguelen Plateau and South Campbell Plateau due to observed lower food availability and higher sea water temperatures compared to other areas. In contrast, the two models diverge under future RCP 4.5 and 8.5 scenarios. According to ENMm projections, the species would not be able to grow nor reach sexual maturity over the entire ocean, whereas the Antarctic shelf is still projected as suitable by the ENMc. This study highlights the complementarity and relevance of EMN approaches to model large scale ... Article in Journal/Newspaper Antarc* Antarctic Polar Biology Prydz Bay Ross Sea Southern Ocean Université de Nantes: HAL-UNIV-NANTES Antarctic Campbell Plateau ENVELOPE(171.000,171.000,-50.667,-50.667) Kerguelen Prydz Bay Ross Sea Southern Ocean The Antarctic Polar Biology 44 8 1517 1539
institution Open Polar
collection Université de Nantes: HAL-UNIV-NANTES
op_collection_id ftunivnantes
language English
topic Ecological niche model
Dynamic energy budget
Species distribution model
[SDE.BE]Environmental Sciences/Biodiversity and Ecology
[SDE.MCG]Environmental Sciences/Global Changes
spellingShingle Ecological niche model
Dynamic energy budget
Species distribution model
[SDE.BE]Environmental Sciences/Biodiversity and Ecology
[SDE.MCG]Environmental Sciences/Global Changes
Fabri-Ruiz, Salomé
Guillaumot, Charlène
Agüera, Antonio
Danis, Bruno
Saucède, Thomas
Using correlative and mechanistic niche models to assess the sensitivity of the Antarctic echinoid Sterechinus neumayeri to climate change.
topic_facet Ecological niche model
Dynamic energy budget
Species distribution model
[SDE.BE]Environmental Sciences/Biodiversity and Ecology
[SDE.MCG]Environmental Sciences/Global Changes
description 23 pages International audience The Southern Ocean is undergoing rapid environmental changes that are likely to have a profound impact on marine life, as organisms are adapted to sub-zero temperatures and display specific adaptations to polar conditions. However, species ecological and physiological responses to environmental changes remain poorly understood at large spatial scale owing to sparse observation data. In this context, correlative ecological niche modeling (ENMc) can prove useful. This approach is based on the correlation between species occurrences and environmental parameters to predict the potential species occupied space. However, this approach suffers from a series of limitations amongst which extrapolation and poor transferability performances in space and time. Mechanistic ecological niche modeling (ENMm) is a process-based approach that describes species functional traits in a dynamic environmental context and can therefore represent a complementary tool to understand processes that shape species distribution in a changing environment. In this study, we used both ENMc and ENMm projections to model the distribution of the Antarctic echinoid Sterechinus neumayeri. Both models were projected according to present (2005–2012) and future IPCC scenarios RCP 4.5 and 8.5 for (2050–2099). ENMc and ENMm projections are congruent and predict suitable current conditions for the species on the Antarctic shelf, in the Ross Sea and Prydz Bay areas. Unsuitable conditions are predicted in the northern Kerguelen Plateau and South Campbell Plateau due to observed lower food availability and higher sea water temperatures compared to other areas. In contrast, the two models diverge under future RCP 4.5 and 8.5 scenarios. According to ENMm projections, the species would not be able to grow nor reach sexual maturity over the entire ocean, whereas the Antarctic shelf is still projected as suitable by the ENMc. This study highlights the complementarity and relevance of EMN approaches to model large scale ...
author2 Biogéosciences UMR 6282 (BGS)
Université de Bourgogne (UB)-Centre National de la Recherche Scientifique (CNRS)
Laboratoire de Biologie Marine (LBM)
Université libre de Bruxelles (ULB)
Austevoll Research Station (IMR)
Institute of Marine Research Bergen (IMR)
University of Bergen (UiB)-University of Bergen (UiB)
Belgian Science Policy Office (BELSPO)
format Article in Journal/Newspaper
author Fabri-Ruiz, Salomé
Guillaumot, Charlène
Agüera, Antonio
Danis, Bruno
Saucède, Thomas
author_facet Fabri-Ruiz, Salomé
Guillaumot, Charlène
Agüera, Antonio
Danis, Bruno
Saucède, Thomas
author_sort Fabri-Ruiz, Salomé
title Using correlative and mechanistic niche models to assess the sensitivity of the Antarctic echinoid Sterechinus neumayeri to climate change.
title_short Using correlative and mechanistic niche models to assess the sensitivity of the Antarctic echinoid Sterechinus neumayeri to climate change.
title_full Using correlative and mechanistic niche models to assess the sensitivity of the Antarctic echinoid Sterechinus neumayeri to climate change.
title_fullStr Using correlative and mechanistic niche models to assess the sensitivity of the Antarctic echinoid Sterechinus neumayeri to climate change.
title_full_unstemmed Using correlative and mechanistic niche models to assess the sensitivity of the Antarctic echinoid Sterechinus neumayeri to climate change.
title_sort using correlative and mechanistic niche models to assess the sensitivity of the antarctic echinoid sterechinus neumayeri to climate change.
publisher HAL CCSD
publishDate 2021
url https://hal.archives-ouvertes.fr/hal-03292228
https://doi.org/10.1007/s00300-021-02886-5
long_lat ENVELOPE(171.000,171.000,-50.667,-50.667)
geographic Antarctic
Campbell Plateau
Kerguelen
Prydz Bay
Ross Sea
Southern Ocean
The Antarctic
geographic_facet Antarctic
Campbell Plateau
Kerguelen
Prydz Bay
Ross Sea
Southern Ocean
The Antarctic
genre Antarc*
Antarctic
Polar Biology
Prydz Bay
Ross Sea
Southern Ocean
genre_facet Antarc*
Antarctic
Polar Biology
Prydz Bay
Ross Sea
Southern Ocean
op_source ISSN: 0722-4060
EISSN: 1432-2056
Polar Biology
https://hal.archives-ouvertes.fr/hal-03292228
Polar Biology, Springer Verlag, 2021, 44 (8), pp.1517-1539. ⟨10.1007/s00300-021-02886-5⟩
https://link.springer.com/article/10.1007/s00300-021-02886-5
op_relation info:eu-repo/semantics/altIdentifier/doi/10.1007/s00300-021-02886-5
hal-03292228
https://hal.archives-ouvertes.fr/hal-03292228
doi:10.1007/s00300-021-02886-5
op_doi https://doi.org/10.1007/s00300-021-02886-5
container_title Polar Biology
container_volume 44
container_issue 8
container_start_page 1517
op_container_end_page 1539
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