Data_Sheet_1_Forecasted Shifts in Thermal Habitat for Cod Species in the Northwest Atlantic and Eastern Canadian Arctic.docx
Climate change will alter ecosystems and impose hardships on marine resource users as fish assemblages redistribute to habitats that meet their physiological requirements. Marine gadids represent some of the most ecologically and socio-economically important species in the North Atlantic, but face a...
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ftfrontimediafig:oai:figshare.com:article/17090003 2023-05-15T15:13:02+02:00 Data_Sheet_1_Forecasted Shifts in Thermal Habitat for Cod Species in the Northwest Atlantic and Eastern Canadian Arctic.docx David Cote Cassandra A. Konecny Jennica Seiden Tristan Hauser Trond Kristiansen Ben J. Laurel 2021-11-29T04:55:57Z https://doi.org/10.3389/fmars.2021.764072.s001 https://figshare.com/articles/dataset/Data_Sheet_1_Forecasted_Shifts_in_Thermal_Habitat_for_Cod_Species_in_the_Northwest_Atlantic_and_Eastern_Canadian_Arctic_docx/17090003 unknown doi:10.3389/fmars.2021.764072.s001 https://figshare.com/articles/dataset/Data_Sheet_1_Forecasted_Shifts_in_Thermal_Habitat_for_Cod_Species_in_the_Northwest_Atlantic_and_Eastern_Canadian_Arctic_docx/17090003 CC BY 4.0 CC-BY Oceanography Marine Biology Marine Geoscience Biological Oceanography Chemical Oceanography Physical Oceanography Marine Engineering species distribution models thermal sensitivity climate change gadids spawning habitat eggs juveniles Dataset 2021 ftfrontimediafig https://doi.org/10.3389/fmars.2021.764072.s001 2021-12-02T00:02:00Z Climate change will alter ecosystems and impose hardships on marine resource users as fish assemblages redistribute to habitats that meet their physiological requirements. Marine gadids represent some of the most ecologically and socio-economically important species in the North Atlantic, but face an uncertain future in the wake of rising ocean temperatures. We applied CMIP5 ocean temperature projections to egg survival and juvenile growth models of three northwest Atlantic coastal species of gadids (Atlantic cod, Polar cod, and Greenland cod), each with different thermal affinities and life histories. We illustrate how physiologically based species distribution models (SDMs) can be used to predict habitat distribution shifts and compare vulnerabilities of species and life stages with changing ocean conditions. We also derived an integrated habitat suitability index from the combined surfaces of each metric to predict areas and periods where thermal conditions were suitable for both life stages. Suitable thermal habitat shifted poleward for the juvenile life stages of all three species, but the area remaining differed across species and life stages through time. Arctic specialists like Polar cod are predicted to experience reductions in suitable juvenile habitat based on metrics of egg survival and growth potential. In contrast, habitat loss in boreal and subarctic species like Atlantic cod and Greenland cod may be dampened due to increases in suitable egg survival habitats as suitable juvenile growth potential habitats decrease. These results emphasize the need for mechanistic SDMs that can account for the combined effects of changing seasonal thermal requirements under varying climate change scenarios. Dataset Arctic atlantic cod Climate change Greenland Greenland cod North Atlantic Northwest Atlantic polar cod Subarctic Frontiers: Figshare Arctic Greenland |
institution |
Open Polar |
collection |
Frontiers: Figshare |
op_collection_id |
ftfrontimediafig |
language |
unknown |
topic |
Oceanography Marine Biology Marine Geoscience Biological Oceanography Chemical Oceanography Physical Oceanography Marine Engineering species distribution models thermal sensitivity climate change gadids spawning habitat eggs juveniles |
spellingShingle |
Oceanography Marine Biology Marine Geoscience Biological Oceanography Chemical Oceanography Physical Oceanography Marine Engineering species distribution models thermal sensitivity climate change gadids spawning habitat eggs juveniles David Cote Cassandra A. Konecny Jennica Seiden Tristan Hauser Trond Kristiansen Ben J. Laurel Data_Sheet_1_Forecasted Shifts in Thermal Habitat for Cod Species in the Northwest Atlantic and Eastern Canadian Arctic.docx |
topic_facet |
Oceanography Marine Biology Marine Geoscience Biological Oceanography Chemical Oceanography Physical Oceanography Marine Engineering species distribution models thermal sensitivity climate change gadids spawning habitat eggs juveniles |
description |
Climate change will alter ecosystems and impose hardships on marine resource users as fish assemblages redistribute to habitats that meet their physiological requirements. Marine gadids represent some of the most ecologically and socio-economically important species in the North Atlantic, but face an uncertain future in the wake of rising ocean temperatures. We applied CMIP5 ocean temperature projections to egg survival and juvenile growth models of three northwest Atlantic coastal species of gadids (Atlantic cod, Polar cod, and Greenland cod), each with different thermal affinities and life histories. We illustrate how physiologically based species distribution models (SDMs) can be used to predict habitat distribution shifts and compare vulnerabilities of species and life stages with changing ocean conditions. We also derived an integrated habitat suitability index from the combined surfaces of each metric to predict areas and periods where thermal conditions were suitable for both life stages. Suitable thermal habitat shifted poleward for the juvenile life stages of all three species, but the area remaining differed across species and life stages through time. Arctic specialists like Polar cod are predicted to experience reductions in suitable juvenile habitat based on metrics of egg survival and growth potential. In contrast, habitat loss in boreal and subarctic species like Atlantic cod and Greenland cod may be dampened due to increases in suitable egg survival habitats as suitable juvenile growth potential habitats decrease. These results emphasize the need for mechanistic SDMs that can account for the combined effects of changing seasonal thermal requirements under varying climate change scenarios. |
format |
Dataset |
author |
David Cote Cassandra A. Konecny Jennica Seiden Tristan Hauser Trond Kristiansen Ben J. Laurel |
author_facet |
David Cote Cassandra A. Konecny Jennica Seiden Tristan Hauser Trond Kristiansen Ben J. Laurel |
author_sort |
David Cote |
title |
Data_Sheet_1_Forecasted Shifts in Thermal Habitat for Cod Species in the Northwest Atlantic and Eastern Canadian Arctic.docx |
title_short |
Data_Sheet_1_Forecasted Shifts in Thermal Habitat for Cod Species in the Northwest Atlantic and Eastern Canadian Arctic.docx |
title_full |
Data_Sheet_1_Forecasted Shifts in Thermal Habitat for Cod Species in the Northwest Atlantic and Eastern Canadian Arctic.docx |
title_fullStr |
Data_Sheet_1_Forecasted Shifts in Thermal Habitat for Cod Species in the Northwest Atlantic and Eastern Canadian Arctic.docx |
title_full_unstemmed |
Data_Sheet_1_Forecasted Shifts in Thermal Habitat for Cod Species in the Northwest Atlantic and Eastern Canadian Arctic.docx |
title_sort |
data_sheet_1_forecasted shifts in thermal habitat for cod species in the northwest atlantic and eastern canadian arctic.docx |
publishDate |
2021 |
url |
https://doi.org/10.3389/fmars.2021.764072.s001 https://figshare.com/articles/dataset/Data_Sheet_1_Forecasted_Shifts_in_Thermal_Habitat_for_Cod_Species_in_the_Northwest_Atlantic_and_Eastern_Canadian_Arctic_docx/17090003 |
geographic |
Arctic Greenland |
geographic_facet |
Arctic Greenland |
genre |
Arctic atlantic cod Climate change Greenland Greenland cod North Atlantic Northwest Atlantic polar cod Subarctic |
genre_facet |
Arctic atlantic cod Climate change Greenland Greenland cod North Atlantic Northwest Atlantic polar cod Subarctic |
op_relation |
doi:10.3389/fmars.2021.764072.s001 https://figshare.com/articles/dataset/Data_Sheet_1_Forecasted_Shifts_in_Thermal_Habitat_for_Cod_Species_in_the_Northwest_Atlantic_and_Eastern_Canadian_Arctic_docx/17090003 |
op_rights |
CC BY 4.0 |
op_rightsnorm |
CC-BY |
op_doi |
https://doi.org/10.3389/fmars.2021.764072.s001 |
_version_ |
1766343636143833088 |