Suitable habitats of fish species in the Barents Sea

Place: Hoboken Publisher: Wiley WOS:000562423700001 International audience Many marine species exhibit poleward migrations following climate change. The Barents Sea, a doorstep to the fast-warming Arctic, is experiencing large scale changes in its environment and its communities. Tracking and antici...

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Published in:Fisheries Oceanography
Main Authors: Husson, Berengere, Certain, Gregoire, Filin, Anatoly, Planque, Benjamin
Other Authors: MARine Biodiversity Exploitation and Conservation (UMR MARBEC), Institut de Recherche pour le Développement (IRD)-Institut Français de Recherche pour l'Exploitation de la Mer (IFREMER)-Université de Montpellier (UM)-Centre National de la Recherche Scientifique (CNRS), Tromsø department (IMR), Institute of Marine Research Bergen (IMR), University of Bergen (UiB)-University of Bergen (UiB)
Format: Article in Journal/Newspaper
Language:English
Published: HAL CCSD 2020
Subjects:
Online Access:https://hal.umontpellier.fr/hal-03410894
https://doi.org/10.1111/fog.12493
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spelling ftunivnantes:oai:HAL:hal-03410894v1 2023-05-15T15:13:09+02:00 Suitable habitats of fish species in the Barents Sea Husson, Berengere Certain, Gregoire Filin, Anatoly Planque, Benjamin MARine Biodiversity Exploitation and Conservation (UMR MARBEC) Institut de Recherche pour le Développement (IRD)-Institut Français de Recherche pour l'Exploitation de la Mer (IFREMER)-Université de Montpellier (UM)-Centre National de la Recherche Scientifique (CNRS) Tromsø department (IMR) Institute of Marine Research Bergen (IMR) University of Bergen (UiB)-University of Bergen (UiB) 2020 https://hal.umontpellier.fr/hal-03410894 https://doi.org/10.1111/fog.12493 en eng HAL CCSD Wiley info:eu-repo/semantics/altIdentifier/doi/10.1111/fog.12493 hal-03410894 https://hal.umontpellier.fr/hal-03410894 BIORXIV: 2020.01.20.912816 doi:10.1111/fog.12493 ISSN: 1054-6006 EISSN: 1365-2419 Fisheries Oceanography https://hal.umontpellier.fr/hal-03410894 Fisheries Oceanography, Wiley, 2020, 29 (6), pp.526--540. ⟨10.1111/fog.12493⟩ movement ecology climate change climate-change environmental niche marine fish spatial-distribution distributions species distribution demersal fish habitat suitability models distribution models environmental gradients generalized additive models limiting factors quantile regression [SDE.BE]Environmental Sciences/Biodiversity and Ecology [SDE.MCG]Environmental Sciences/Global Changes info:eu-repo/semantics/article Journal articles 2020 ftunivnantes https://doi.org/10.1111/fog.12493 2022-08-10T01:08:39Z Place: Hoboken Publisher: Wiley WOS:000562423700001 International audience Many marine species exhibit poleward migrations following climate change. The Barents Sea, a doorstep to the fast-warming Arctic, is experiencing large scale changes in its environment and its communities. Tracking and anticipating changes for management and conservation purposes at the scale of the ecosystem necessitate quantitative knowledge on individual species distribution drivers. This paper aims at identifying the factors controlling demersal habitats in the Barents Sea, investigating for which species we can predict current and future habitats and inferring those most likely to respond to climate change. We used non-linear quantile regressions (QGAM) to model the upper quantile of the biomass response of 33 fish species to 10 environmental gradients and revealed three environmental niche typologies. Four main predictors seem to be limiting species habitat: bottom and surface temperature, salinity, and depth. We highlighted three cases of present and future habitat predictability: (a) Habitats of widespread species are not likely to be limited by the existing conditions within the Barents Sea. (b) Habitats limited by a single factor are predictable and could shift if impacted by climate change. If the factor is depth, the habitat may stagnate or shrink if the environment becomes unsuitable. (c) Habitats limited by several factors are also predictable but need to be predicted from QGAM applied on projected environmental maps. These modeled suitable habitats can serve as input to species distribution forecasts and end-to-end models, and inform fisheries and conservation management. Article in Journal/Newspaper Arctic Barents Sea Climate change Université de Nantes: HAL-UNIV-NANTES Arctic Barents Sea Fisheries Oceanography 29 6 526 540
institution Open Polar
collection Université de Nantes: HAL-UNIV-NANTES
op_collection_id ftunivnantes
language English
topic movement
ecology
climate change
climate-change
environmental niche
marine fish
spatial-distribution
distributions
species distribution
demersal fish
habitat suitability models
distribution models
environmental gradients
generalized additive models
limiting factors
quantile regression
[SDE.BE]Environmental Sciences/Biodiversity and Ecology
[SDE.MCG]Environmental Sciences/Global Changes
spellingShingle movement
ecology
climate change
climate-change
environmental niche
marine fish
spatial-distribution
distributions
species distribution
demersal fish
habitat suitability models
distribution models
environmental gradients
generalized additive models
limiting factors
quantile regression
[SDE.BE]Environmental Sciences/Biodiversity and Ecology
[SDE.MCG]Environmental Sciences/Global Changes
Husson, Berengere
Certain, Gregoire
Filin, Anatoly
Planque, Benjamin
Suitable habitats of fish species in the Barents Sea
topic_facet movement
ecology
climate change
climate-change
environmental niche
marine fish
spatial-distribution
distributions
species distribution
demersal fish
habitat suitability models
distribution models
environmental gradients
generalized additive models
limiting factors
quantile regression
[SDE.BE]Environmental Sciences/Biodiversity and Ecology
[SDE.MCG]Environmental Sciences/Global Changes
description Place: Hoboken Publisher: Wiley WOS:000562423700001 International audience Many marine species exhibit poleward migrations following climate change. The Barents Sea, a doorstep to the fast-warming Arctic, is experiencing large scale changes in its environment and its communities. Tracking and anticipating changes for management and conservation purposes at the scale of the ecosystem necessitate quantitative knowledge on individual species distribution drivers. This paper aims at identifying the factors controlling demersal habitats in the Barents Sea, investigating for which species we can predict current and future habitats and inferring those most likely to respond to climate change. We used non-linear quantile regressions (QGAM) to model the upper quantile of the biomass response of 33 fish species to 10 environmental gradients and revealed three environmental niche typologies. Four main predictors seem to be limiting species habitat: bottom and surface temperature, salinity, and depth. We highlighted three cases of present and future habitat predictability: (a) Habitats of widespread species are not likely to be limited by the existing conditions within the Barents Sea. (b) Habitats limited by a single factor are predictable and could shift if impacted by climate change. If the factor is depth, the habitat may stagnate or shrink if the environment becomes unsuitable. (c) Habitats limited by several factors are also predictable but need to be predicted from QGAM applied on projected environmental maps. These modeled suitable habitats can serve as input to species distribution forecasts and end-to-end models, and inform fisheries and conservation management.
author2 MARine Biodiversity Exploitation and Conservation (UMR MARBEC)
Institut de Recherche pour le Développement (IRD)-Institut Français de Recherche pour l'Exploitation de la Mer (IFREMER)-Université de Montpellier (UM)-Centre National de la Recherche Scientifique (CNRS)
Tromsø department (IMR)
Institute of Marine Research Bergen (IMR)
University of Bergen (UiB)-University of Bergen (UiB)
format Article in Journal/Newspaper
author Husson, Berengere
Certain, Gregoire
Filin, Anatoly
Planque, Benjamin
author_facet Husson, Berengere
Certain, Gregoire
Filin, Anatoly
Planque, Benjamin
author_sort Husson, Berengere
title Suitable habitats of fish species in the Barents Sea
title_short Suitable habitats of fish species in the Barents Sea
title_full Suitable habitats of fish species in the Barents Sea
title_fullStr Suitable habitats of fish species in the Barents Sea
title_full_unstemmed Suitable habitats of fish species in the Barents Sea
title_sort suitable habitats of fish species in the barents sea
publisher HAL CCSD
publishDate 2020
url https://hal.umontpellier.fr/hal-03410894
https://doi.org/10.1111/fog.12493
geographic Arctic
Barents Sea
geographic_facet Arctic
Barents Sea
genre Arctic
Barents Sea
Climate change
genre_facet Arctic
Barents Sea
Climate change
op_source ISSN: 1054-6006
EISSN: 1365-2419
Fisheries Oceanography
https://hal.umontpellier.fr/hal-03410894
Fisheries Oceanography, Wiley, 2020, 29 (6), pp.526--540. ⟨10.1111/fog.12493⟩
op_relation info:eu-repo/semantics/altIdentifier/doi/10.1111/fog.12493
hal-03410894
https://hal.umontpellier.fr/hal-03410894
BIORXIV: 2020.01.20.912816
doi:10.1111/fog.12493
op_doi https://doi.org/10.1111/fog.12493
container_title Fisheries Oceanography
container_volume 29
container_issue 6
container_start_page 526
op_container_end_page 540
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