Can we project changes in fish abundance and distribution in response to climate?

Large scale and long-term changes in fish abundance and distribution in response to climate change have been simulated using both statistical and process-based models. However, national and regional fisheries management requires also shorter term projections on smaller spatial scales, and these need...

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Published in:Global Change Biology
Main Authors: Fernandes, Jose A, Rutterford, Louise A., Simpson, Stephen D, Butenschon, Momme, Frolicher, Thomas L, Yool, Andrew, Cheung, William, Grant, Alastair
Format: Article in Journal/Newspaper
Language:English
Published: 2020
Subjects:
Online Access:https://ueaeprints.uea.ac.uk/id/eprint/75457/
https://ueaeprints.uea.ac.uk/id/eprint/75457/1/Accepted_Manuscript.pdf
https://doi.org/10.1111/gcb.15081
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spelling ftuniveastangl:oai:ueaeprints.uea.ac.uk:75457 2023-05-15T17:38:35+02:00 Can we project changes in fish abundance and distribution in response to climate? Fernandes, Jose A Rutterford, Louise A. Simpson, Stephen D Butenschon, Momme Frolicher, Thomas L Yool, Andrew Cheung, William Grant, Alastair 2020-07 application/pdf https://ueaeprints.uea.ac.uk/id/eprint/75457/ https://ueaeprints.uea.ac.uk/id/eprint/75457/1/Accepted_Manuscript.pdf https://doi.org/10.1111/gcb.15081 en eng https://ueaeprints.uea.ac.uk/id/eprint/75457/1/Accepted_Manuscript.pdf Fernandes, Jose A, Rutterford, Louise A., Simpson, Stephen D, Butenschon, Momme, Frolicher, Thomas L, Yool, Andrew, Cheung, William and Grant, Alastair (2020) Can we project changes in fish abundance and distribution in response to climate? Global Change Biology, 26 (7). pp. 3891-3905. ISSN 1354-1013 doi:10.1111/gcb.15081 Article PeerReviewed 2020 ftuniveastangl https://doi.org/10.1111/gcb.15081 2023-01-30T21:52:39Z Large scale and long-term changes in fish abundance and distribution in response to climate change have been simulated using both statistical and process-based models. However, national and regional fisheries management requires also shorter term projections on smaller spatial scales, and these need to be validated against fisheries data. A 26-year time series of fish surveys with high spatial resolution in the North East Atlantic provides a unique opportunity to assess the ability of models to correctly simulate the changes in fish distribution and abundance that occurred in response to climate variability and change. We use a dynamic bioclimate envelope model forced by physical-biogeochemical output from eight ocean models to simulate changes in fish abundance and distribution at scales down to a spatial resolution of 0.5°. When comparing with these simulations with annual fish survey data, we found the largest differences at the 0.5° scale. Differences between fishery model runs driven by different biogeochemical models decrease dramatically when results are aggregated to larger scales (e.g. the whole North Sea), to total catches rather than individual species or when the ensemble mean instead of individual simulations are used. Recent improvements in the fidelity of biogeochemical models translate into lower error rates in the fisheries simulations. However, predictions based on different biogeochemical models are often more similar to each other than they are to the survey data, except for some pelagic species. We conclude that model results can be used to guide fisheries management at larger spatial scales, but more caution is needed at smaller scales. Article in Journal/Newspaper North East Atlantic University of East Anglia: UEA Digital Repository Global Change Biology 26 7 3891 3905
institution Open Polar
collection University of East Anglia: UEA Digital Repository
op_collection_id ftuniveastangl
language English
description Large scale and long-term changes in fish abundance and distribution in response to climate change have been simulated using both statistical and process-based models. However, national and regional fisheries management requires also shorter term projections on smaller spatial scales, and these need to be validated against fisheries data. A 26-year time series of fish surveys with high spatial resolution in the North East Atlantic provides a unique opportunity to assess the ability of models to correctly simulate the changes in fish distribution and abundance that occurred in response to climate variability and change. We use a dynamic bioclimate envelope model forced by physical-biogeochemical output from eight ocean models to simulate changes in fish abundance and distribution at scales down to a spatial resolution of 0.5°. When comparing with these simulations with annual fish survey data, we found the largest differences at the 0.5° scale. Differences between fishery model runs driven by different biogeochemical models decrease dramatically when results are aggregated to larger scales (e.g. the whole North Sea), to total catches rather than individual species or when the ensemble mean instead of individual simulations are used. Recent improvements in the fidelity of biogeochemical models translate into lower error rates in the fisheries simulations. However, predictions based on different biogeochemical models are often more similar to each other than they are to the survey data, except for some pelagic species. We conclude that model results can be used to guide fisheries management at larger spatial scales, but more caution is needed at smaller scales.
format Article in Journal/Newspaper
author Fernandes, Jose A
Rutterford, Louise A.
Simpson, Stephen D
Butenschon, Momme
Frolicher, Thomas L
Yool, Andrew
Cheung, William
Grant, Alastair
spellingShingle Fernandes, Jose A
Rutterford, Louise A.
Simpson, Stephen D
Butenschon, Momme
Frolicher, Thomas L
Yool, Andrew
Cheung, William
Grant, Alastair
Can we project changes in fish abundance and distribution in response to climate?
author_facet Fernandes, Jose A
Rutterford, Louise A.
Simpson, Stephen D
Butenschon, Momme
Frolicher, Thomas L
Yool, Andrew
Cheung, William
Grant, Alastair
author_sort Fernandes, Jose A
title Can we project changes in fish abundance and distribution in response to climate?
title_short Can we project changes in fish abundance and distribution in response to climate?
title_full Can we project changes in fish abundance and distribution in response to climate?
title_fullStr Can we project changes in fish abundance and distribution in response to climate?
title_full_unstemmed Can we project changes in fish abundance and distribution in response to climate?
title_sort can we project changes in fish abundance and distribution in response to climate?
publishDate 2020
url https://ueaeprints.uea.ac.uk/id/eprint/75457/
https://ueaeprints.uea.ac.uk/id/eprint/75457/1/Accepted_Manuscript.pdf
https://doi.org/10.1111/gcb.15081
genre North East Atlantic
genre_facet North East Atlantic
op_relation https://ueaeprints.uea.ac.uk/id/eprint/75457/1/Accepted_Manuscript.pdf
Fernandes, Jose A, Rutterford, Louise A., Simpson, Stephen D, Butenschon, Momme, Frolicher, Thomas L, Yool, Andrew, Cheung, William and Grant, Alastair (2020) Can we project changes in fish abundance and distribution in response to climate? Global Change Biology, 26 (7). pp. 3891-3905. ISSN 1354-1013
doi:10.1111/gcb.15081
op_doi https://doi.org/10.1111/gcb.15081
container_title Global Change Biology
container_volume 26
container_issue 7
container_start_page 3891
op_container_end_page 3905
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