Suitable habitats of fish species in the Barents Sea

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...

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Published in:Fisheries Oceanography
Main Authors: Husson, Berengere, Certain, Gregoire, Filin, Anatoly, Planque, Benjamin
Format: Article in Journal/Newspaper
Language:English
Published: Wiley 2020
Subjects:
Online Access:https://archimer.ifremer.fr/doc/00641/75352/76099.pdf
https://archimer.ifremer.fr/doc/00641/75352/76100.docx
https://archimer.ifremer.fr/doc/00641/75352/76101.pdf
https://archimer.ifremer.fr/doc/00641/75352/76102.pdf
https://archimer.ifremer.fr/doc/00641/75352/93178.pdf
https://doi.org/10.1111/fog.12493
https://archimer.ifremer.fr/doc/00641/75352/
id ftarchimer:oai:archimer.ifremer.fr:75352
record_format openpolar
spelling ftarchimer:oai:archimer.ifremer.fr:75352 2023-05-15T15:10:54+02:00 Suitable habitats of fish species in the Barents Sea Husson, Berengere Certain, Gregoire Filin, Anatoly Planque, Benjamin 2020-11 application/pdf https://archimer.ifremer.fr/doc/00641/75352/76099.pdf https://archimer.ifremer.fr/doc/00641/75352/76100.docx https://archimer.ifremer.fr/doc/00641/75352/76101.pdf https://archimer.ifremer.fr/doc/00641/75352/76102.pdf https://archimer.ifremer.fr/doc/00641/75352/93178.pdf https://doi.org/10.1111/fog.12493 https://archimer.ifremer.fr/doc/00641/75352/ eng eng Wiley https://archimer.ifremer.fr/doc/00641/75352/76099.pdf https://archimer.ifremer.fr/doc/00641/75352/76100.docx https://archimer.ifremer.fr/doc/00641/75352/76101.pdf https://archimer.ifremer.fr/doc/00641/75352/76102.pdf https://archimer.ifremer.fr/doc/00641/75352/93178.pdf doi:10.1111/fog.12493 https://archimer.ifremer.fr/doc/00641/75352/ info:eu-repo/semantics/openAccess restricted use Fisheries Oceanography (1054-6006) (Wiley), 2020-11 , Vol. 29 , N. 6 , P. 526-540 climate change environmental niche generalized additive models habitat suitability models limiting factors quantile regression species distribution text Publication info:eu-repo/semantics/article 2020 ftarchimer https://doi.org/10.1111/fog.12493 2022-04-12T22:50:01Z 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:(1) habitats of widespread species are not likely to be limited by the existing conditions within the Barents Sea. (2) 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. (3) habitats limited by several factors are also predictable but need to be predicted from QGAM applied on projected environmental maps. These modelled 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 Archimer (Archive Institutionnelle de l'Ifremer - Institut français de recherche pour l'exploitation de la mer) Arctic Barents Sea Fisheries Oceanography 29 6 526 540
institution Open Polar
collection Archimer (Archive Institutionnelle de l'Ifremer - Institut français de recherche pour l'exploitation de la mer)
op_collection_id ftarchimer
language English
topic climate change
environmental niche
generalized additive models
habitat suitability models
limiting factors
quantile regression
species distribution
spellingShingle climate change
environmental niche
generalized additive models
habitat suitability models
limiting factors
quantile regression
species distribution
Husson, Berengere
Certain, Gregoire
Filin, Anatoly
Planque, Benjamin
Suitable habitats of fish species in the Barents Sea
topic_facet climate change
environmental niche
generalized additive models
habitat suitability models
limiting factors
quantile regression
species distribution
description 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:(1) habitats of widespread species are not likely to be limited by the existing conditions within the Barents Sea. (2) 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. (3) habitats limited by several factors are also predictable but need to be predicted from QGAM applied on projected environmental maps. These modelled suitable habitats can serve as input to species distribution forecasts and end‐to‐end models, and inform fisheries and conservation management.
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 Wiley
publishDate 2020
url https://archimer.ifremer.fr/doc/00641/75352/76099.pdf
https://archimer.ifremer.fr/doc/00641/75352/76100.docx
https://archimer.ifremer.fr/doc/00641/75352/76101.pdf
https://archimer.ifremer.fr/doc/00641/75352/76102.pdf
https://archimer.ifremer.fr/doc/00641/75352/93178.pdf
https://doi.org/10.1111/fog.12493
https://archimer.ifremer.fr/doc/00641/75352/
geographic Arctic
Barents Sea
geographic_facet Arctic
Barents Sea
genre Arctic
Barents Sea
Climate change
genre_facet Arctic
Barents Sea
Climate change
op_source Fisheries Oceanography (1054-6006) (Wiley), 2020-11 , Vol. 29 , N. 6 , P. 526-540
op_relation https://archimer.ifremer.fr/doc/00641/75352/76099.pdf
https://archimer.ifremer.fr/doc/00641/75352/76100.docx
https://archimer.ifremer.fr/doc/00641/75352/76101.pdf
https://archimer.ifremer.fr/doc/00641/75352/76102.pdf
https://archimer.ifremer.fr/doc/00641/75352/93178.pdf
doi:10.1111/fog.12493
https://archimer.ifremer.fr/doc/00641/75352/
op_rights info:eu-repo/semantics/openAccess
restricted use
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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