Kelp in the Eastern Canadian Arctic: Current and Future Predictions of Habitat Suitability and Cover

International audience Climate change is transforming marine ecosystems through the expansion and contraction of species’ ranges. Sea ice loss and warming temperatures are expected to expand habitat availability for macroalgae along long stretches of Arctic coastlines. To better understand the curre...

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Published in:Frontiers in Marine Science
Main Authors: Goldsmit, Jesica, Schlegel, Robert, W, Filbee-Dexter, Karen, Macgregor, Kathleen, A, Johnson, Ladd, E, Mundy, Christopher, J, Savoie, Amanda, M, Mckindsey, Christopher, W, Howland, Kimberly, L, Archambault, Philippe
Other Authors: Fisheries and Oceans Canada (DFO), Dalhousie University Halifax, Laboratoire d'océanographie de Villefranche (LOV), Institut national des sciences de l'Univers (INSU - CNRS)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Institut de la Mer de Villefranche (IMEV), Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS), The University of Western Australia (UWA), Institut des Sciences de la MER de Rimouski (ISMER), Université du Québec à Rimouski (UQAR)
Format: Article in Journal/Newspaper
Language:English
Published: HAL CCSD 2021
Subjects:
Online Access:https://hal.sorbonne-universite.fr/hal-03419695
https://hal.sorbonne-universite.fr/hal-03419695/document
https://hal.sorbonne-universite.fr/hal-03419695/file/fmars-08-742209.pdf
https://doi.org/10.3389/fmars.2021.742209
id ftinsu:oai:HAL:hal-03419695v1
record_format openpolar
institution Open Polar
collection Institut national des sciences de l'Univers: HAL-INSU
op_collection_id ftinsu
language English
topic Laminariales
polar
ensemble model
species distribution model (SDM)
climate change
shallow subtidal benthic
[SDU.STU.OC]Sciences of the Universe [physics]/Earth Sciences/Oceanography
spellingShingle Laminariales
polar
ensemble model
species distribution model (SDM)
climate change
shallow subtidal benthic
[SDU.STU.OC]Sciences of the Universe [physics]/Earth Sciences/Oceanography
Goldsmit, Jesica
Schlegel, Robert, W
Filbee-Dexter, Karen
Macgregor, Kathleen, A
Johnson, Ladd, E
Mundy, Christopher, J
Savoie, Amanda, M
Mckindsey, Christopher, W
Howland, Kimberly, L
Archambault, Philippe
Kelp in the Eastern Canadian Arctic: Current and Future Predictions of Habitat Suitability and Cover
topic_facet Laminariales
polar
ensemble model
species distribution model (SDM)
climate change
shallow subtidal benthic
[SDU.STU.OC]Sciences of the Universe [physics]/Earth Sciences/Oceanography
description International audience Climate change is transforming marine ecosystems through the expansion and contraction of species’ ranges. Sea ice loss and warming temperatures are expected to expand habitat availability for macroalgae along long stretches of Arctic coastlines. To better understand the current distribution of kelp forests in the Eastern Canadian Arctic, kelps were sampled along the coasts for species identifications and percent cover. The sampling effort was supplemented with occurrence records from global biodiversity databases, searches in the literature, and museum records. Environmental information and occurrence records were used to develop ensemble models for predicting habitat suitability and a Random Forest model to predict kelp cover for the dominant kelp species in the region – Agarum clathratum , Alaria esculenta , and Laminariaceae species ( Laminaria solidungula and Saccharina latissima ). Ice thickness, sea temperature and salinity explained the highest percentage of kelp distribution. Both modeling approaches showed that the current extent of arctic kelps is potentially much greater than the available records suggest. These modeling approaches were projected into the future using predicted environmental data for 2050 and 2100 based on the most extreme emission scenario (RCP 8.5). The models agreed that predicted distribution of kelp in the Eastern Canadian Arctic is likely to expand to more northern locations under future emissions scenarios, with the exception of the endemic arctic kelp L. solidungula , which is more likely to lose a significant proportion of suitable habitat. However, there were differences among species regarding predicted cover for both current and future projections. Notwithstanding model-specific variation, it is evident that kelps are widespread throughout the area and likely contribute significantly to the functioning of current Arctic ecosystems. Our results emphasize the importance of kelp in Arctic ecosystems and the underestimation of their potential ...
author2 Fisheries and Oceans Canada (DFO)
Dalhousie University Halifax
Laboratoire d'océanographie de Villefranche (LOV)
Institut national des sciences de l'Univers (INSU - CNRS)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Institut de la Mer de Villefranche (IMEV)
Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)
The University of Western Australia (UWA)
Institut des Sciences de la MER de Rimouski (ISMER)
Université du Québec à Rimouski (UQAR)
format Article in Journal/Newspaper
author Goldsmit, Jesica
Schlegel, Robert, W
Filbee-Dexter, Karen
Macgregor, Kathleen, A
Johnson, Ladd, E
Mundy, Christopher, J
Savoie, Amanda, M
Mckindsey, Christopher, W
Howland, Kimberly, L
Archambault, Philippe
author_facet Goldsmit, Jesica
Schlegel, Robert, W
Filbee-Dexter, Karen
Macgregor, Kathleen, A
Johnson, Ladd, E
Mundy, Christopher, J
Savoie, Amanda, M
Mckindsey, Christopher, W
Howland, Kimberly, L
Archambault, Philippe
author_sort Goldsmit, Jesica
title Kelp in the Eastern Canadian Arctic: Current and Future Predictions of Habitat Suitability and Cover
title_short Kelp in the Eastern Canadian Arctic: Current and Future Predictions of Habitat Suitability and Cover
title_full Kelp in the Eastern Canadian Arctic: Current and Future Predictions of Habitat Suitability and Cover
title_fullStr Kelp in the Eastern Canadian Arctic: Current and Future Predictions of Habitat Suitability and Cover
title_full_unstemmed Kelp in the Eastern Canadian Arctic: Current and Future Predictions of Habitat Suitability and Cover
title_sort kelp in the eastern canadian arctic: current and future predictions of habitat suitability and cover
publisher HAL CCSD
publishDate 2021
url https://hal.sorbonne-universite.fr/hal-03419695
https://hal.sorbonne-universite.fr/hal-03419695/document
https://hal.sorbonne-universite.fr/hal-03419695/file/fmars-08-742209.pdf
https://doi.org/10.3389/fmars.2021.742209
genre Arctic
Climate change
Sea ice
genre_facet Arctic
Climate change
Sea ice
op_source ISSN: 2296-7745
Frontiers in Marine Science
https://hal.sorbonne-universite.fr/hal-03419695
Frontiers in Marine Science, 2021, 18, ⟨10.3389/fmars.2021.742209⟩
op_relation info:eu-repo/semantics/altIdentifier/doi/10.3389/fmars.2021.742209
hal-03419695
https://hal.sorbonne-universite.fr/hal-03419695
https://hal.sorbonne-universite.fr/hal-03419695/document
https://hal.sorbonne-universite.fr/hal-03419695/file/fmars-08-742209.pdf
doi:10.3389/fmars.2021.742209
op_rights info:eu-repo/semantics/OpenAccess
op_doi https://doi.org/10.3389/fmars.2021.742209
container_title Frontiers in Marine Science
container_volume 18
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spelling ftinsu:oai:HAL:hal-03419695v1 2023-11-05T03:38:20+01:00 Kelp in the Eastern Canadian Arctic: Current and Future Predictions of Habitat Suitability and Cover Goldsmit, Jesica Schlegel, Robert, W Filbee-Dexter, Karen Macgregor, Kathleen, A Johnson, Ladd, E Mundy, Christopher, J Savoie, Amanda, M Mckindsey, Christopher, W Howland, Kimberly, L Archambault, Philippe Fisheries and Oceans Canada (DFO) Dalhousie University Halifax Laboratoire d'océanographie de Villefranche (LOV) Institut national des sciences de l'Univers (INSU - CNRS)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Institut de la Mer de Villefranche (IMEV) Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS) The University of Western Australia (UWA) Institut des Sciences de la MER de Rimouski (ISMER) Université du Québec à Rimouski (UQAR) 2021-10-07 https://hal.sorbonne-universite.fr/hal-03419695 https://hal.sorbonne-universite.fr/hal-03419695/document https://hal.sorbonne-universite.fr/hal-03419695/file/fmars-08-742209.pdf https://doi.org/10.3389/fmars.2021.742209 en eng HAL CCSD Frontiers Media info:eu-repo/semantics/altIdentifier/doi/10.3389/fmars.2021.742209 hal-03419695 https://hal.sorbonne-universite.fr/hal-03419695 https://hal.sorbonne-universite.fr/hal-03419695/document https://hal.sorbonne-universite.fr/hal-03419695/file/fmars-08-742209.pdf doi:10.3389/fmars.2021.742209 info:eu-repo/semantics/OpenAccess ISSN: 2296-7745 Frontiers in Marine Science https://hal.sorbonne-universite.fr/hal-03419695 Frontiers in Marine Science, 2021, 18, ⟨10.3389/fmars.2021.742209⟩ Laminariales polar ensemble model species distribution model (SDM) climate change shallow subtidal benthic [SDU.STU.OC]Sciences of the Universe [physics]/Earth Sciences/Oceanography info:eu-repo/semantics/article Journal articles 2021 ftinsu https://doi.org/10.3389/fmars.2021.742209 2023-10-11T16:32:10Z International audience Climate change is transforming marine ecosystems through the expansion and contraction of species’ ranges. Sea ice loss and warming temperatures are expected to expand habitat availability for macroalgae along long stretches of Arctic coastlines. To better understand the current distribution of kelp forests in the Eastern Canadian Arctic, kelps were sampled along the coasts for species identifications and percent cover. The sampling effort was supplemented with occurrence records from global biodiversity databases, searches in the literature, and museum records. Environmental information and occurrence records were used to develop ensemble models for predicting habitat suitability and a Random Forest model to predict kelp cover for the dominant kelp species in the region – Agarum clathratum , Alaria esculenta , and Laminariaceae species ( Laminaria solidungula and Saccharina latissima ). Ice thickness, sea temperature and salinity explained the highest percentage of kelp distribution. Both modeling approaches showed that the current extent of arctic kelps is potentially much greater than the available records suggest. These modeling approaches were projected into the future using predicted environmental data for 2050 and 2100 based on the most extreme emission scenario (RCP 8.5). The models agreed that predicted distribution of kelp in the Eastern Canadian Arctic is likely to expand to more northern locations under future emissions scenarios, with the exception of the endemic arctic kelp L. solidungula , which is more likely to lose a significant proportion of suitable habitat. However, there were differences among species regarding predicted cover for both current and future projections. Notwithstanding model-specific variation, it is evident that kelps are widespread throughout the area and likely contribute significantly to the functioning of current Arctic ecosystems. Our results emphasize the importance of kelp in Arctic ecosystems and the underestimation of their potential ... Article in Journal/Newspaper Arctic Climate change Sea ice Institut national des sciences de l'Univers: HAL-INSU Frontiers in Marine Science 18