Decadal changes in biomass and distribution of key fisheries species on Newfoundland’s Grand Banks

Canadian fisheries management has embraced the precautionary approach and the incorporation of ecosystem information into decision-making processes. Accurate estimation of fish stock biomass is crucial for ensuring sustainable exploitation of marine resources. Spatio- temporal models can provide imp...

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Published in:PLOS ONE
Main Authors: Ruiz-Diaz, Raquel, Grazia Pennino, Maria, Fisher, Jonathan A. D., Eddy, Tyler
Format: Article in Journal/Newspaper
Language:English
Published: Public Library of Science 2024
Subjects:
Gam
Online Access:https://research.library.mun.ca/16418/
https://research.library.mun.ca/16418/1/Ruiz-D%C3%ADaz%2Bet%2Bal.%2B2024%2BPLOS%2BONE%20%281%29%20%283%29.pdf
https://doi.org/10.1371/journal.pone.0300311
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spelling ftmemorialuniv:oai:research.library.mun.ca:16418 2024-05-12T08:00:54+00:00 Decadal changes in biomass and distribution of key fisheries species on Newfoundland’s Grand Banks Ruiz-Diaz, Raquel Grazia Pennino, Maria Fisher, Jonathan A. D. Eddy, Tyler 2024-04-01 application/pdf https://research.library.mun.ca/16418/ https://research.library.mun.ca/16418/1/Ruiz-D%C3%ADaz%2Bet%2Bal.%2B2024%2BPLOS%2BONE%20%281%29%20%283%29.pdf https://doi.org/10.1371/journal.pone.0300311 en eng Public Library of Science https://research.library.mun.ca/16418/1/Ruiz-D%C3%ADaz%2Bet%2Bal.%2B2024%2BPLOS%2BONE%20%281%29%20%283%29.pdf Ruiz-Diaz, Raquel <https://research.library.mun.ca/view/creator_az/Ruiz-Diaz=3ARaquel=3A=3A.html> and Grazia Pennino, Maria <https://research.library.mun.ca/view/creator_az/Grazia_Pennino=3AMaria=3A=3A.html> and Fisher, Jonathan A. D. <https://research.library.mun.ca/view/creator_az/Fisher=3AJonathan_A=2E_D=2E=3A=3A.html> and Eddy, Tyler <https://research.library.mun.ca/view/creator_az/Eddy=3ATyler=3A=3A.html> (2024) Decadal changes in biomass and distribution of key fisheries species on Newfoundland’s Grand Banks. PLoS ONE, 19 (4). ISSN 1932-6203 cc_by Article PeerReviewed 2024 ftmemorialuniv https://doi.org/10.1371/journal.pone.0300311 2024-04-17T14:28:36Z Canadian fisheries management has embraced the precautionary approach and the incorporation of ecosystem information into decision-making processes. Accurate estimation of fish stock biomass is crucial for ensuring sustainable exploitation of marine resources. Spatio- temporal models can provide improved indices of biomass as they capture spatial and temporal correlations in data and can account for environmental factors influencing biomass distributions. In this study, we developed a spatio-temporal generalized additive model (st- GAM) to investigate the relationships between bottom temperature, depth, and the biomass of three key fished species on The Grand Banks: snow crab (Chionoecetes opilio), yellowtail flounder (Limanda ferruginea), and Atlantic cod (Gadus morhua). Our findings revealed changes in the centre of gravity of Atlantic cod that could be related to a northern shift of the species within the Grand Banks or to a faster recovery of the 2J3KL stock. Atlantic cod also displayed hyperaggregation behaviour with the species showing a continuous distribution over the Grand Banks when biomass is high. These findings suggest a joint stock assessment between the 2J3KL and 3NO stocks would be advisable. However, barriers may need to be addressed to achieve collaboration between the two distinct regulatory bodies (i.e., DFO and NAFO) in charge of managing the stocks. Snow crab and yellowtail flounder centres of gravity have remained relatively constant over time. We also estimated novel indices of biomass, informed by environmental factors. Our study represents a step towards ecosystem- based fisheries management for the highly dynamic Grand Banks. Article in Journal/Newspaper atlantic cod Chionoecetes opilio Gadus morhua Snow crab Memorial University of Newfoundland: Research Repository Gam ENVELOPE(-57.955,-57.955,-61.923,-61.923) PLOS ONE 19 4 e0300311
institution Open Polar
collection Memorial University of Newfoundland: Research Repository
op_collection_id ftmemorialuniv
language English
description Canadian fisheries management has embraced the precautionary approach and the incorporation of ecosystem information into decision-making processes. Accurate estimation of fish stock biomass is crucial for ensuring sustainable exploitation of marine resources. Spatio- temporal models can provide improved indices of biomass as they capture spatial and temporal correlations in data and can account for environmental factors influencing biomass distributions. In this study, we developed a spatio-temporal generalized additive model (st- GAM) to investigate the relationships between bottom temperature, depth, and the biomass of three key fished species on The Grand Banks: snow crab (Chionoecetes opilio), yellowtail flounder (Limanda ferruginea), and Atlantic cod (Gadus morhua). Our findings revealed changes in the centre of gravity of Atlantic cod that could be related to a northern shift of the species within the Grand Banks or to a faster recovery of the 2J3KL stock. Atlantic cod also displayed hyperaggregation behaviour with the species showing a continuous distribution over the Grand Banks when biomass is high. These findings suggest a joint stock assessment between the 2J3KL and 3NO stocks would be advisable. However, barriers may need to be addressed to achieve collaboration between the two distinct regulatory bodies (i.e., DFO and NAFO) in charge of managing the stocks. Snow crab and yellowtail flounder centres of gravity have remained relatively constant over time. We also estimated novel indices of biomass, informed by environmental factors. Our study represents a step towards ecosystem- based fisheries management for the highly dynamic Grand Banks.
format Article in Journal/Newspaper
author Ruiz-Diaz, Raquel
Grazia Pennino, Maria
Fisher, Jonathan A. D.
Eddy, Tyler
spellingShingle Ruiz-Diaz, Raquel
Grazia Pennino, Maria
Fisher, Jonathan A. D.
Eddy, Tyler
Decadal changes in biomass and distribution of key fisheries species on Newfoundland’s Grand Banks
author_facet Ruiz-Diaz, Raquel
Grazia Pennino, Maria
Fisher, Jonathan A. D.
Eddy, Tyler
author_sort Ruiz-Diaz, Raquel
title Decadal changes in biomass and distribution of key fisheries species on Newfoundland’s Grand Banks
title_short Decadal changes in biomass and distribution of key fisheries species on Newfoundland’s Grand Banks
title_full Decadal changes in biomass and distribution of key fisheries species on Newfoundland’s Grand Banks
title_fullStr Decadal changes in biomass and distribution of key fisheries species on Newfoundland’s Grand Banks
title_full_unstemmed Decadal changes in biomass and distribution of key fisheries species on Newfoundland’s Grand Banks
title_sort decadal changes in biomass and distribution of key fisheries species on newfoundland’s grand banks
publisher Public Library of Science
publishDate 2024
url https://research.library.mun.ca/16418/
https://research.library.mun.ca/16418/1/Ruiz-D%C3%ADaz%2Bet%2Bal.%2B2024%2BPLOS%2BONE%20%281%29%20%283%29.pdf
https://doi.org/10.1371/journal.pone.0300311
long_lat ENVELOPE(-57.955,-57.955,-61.923,-61.923)
geographic Gam
geographic_facet Gam
genre atlantic cod
Chionoecetes opilio
Gadus morhua
Snow crab
genre_facet atlantic cod
Chionoecetes opilio
Gadus morhua
Snow crab
op_relation https://research.library.mun.ca/16418/1/Ruiz-D%C3%ADaz%2Bet%2Bal.%2B2024%2BPLOS%2BONE%20%281%29%20%283%29.pdf
Ruiz-Diaz, Raquel <https://research.library.mun.ca/view/creator_az/Ruiz-Diaz=3ARaquel=3A=3A.html> and Grazia Pennino, Maria <https://research.library.mun.ca/view/creator_az/Grazia_Pennino=3AMaria=3A=3A.html> and Fisher, Jonathan A. D. <https://research.library.mun.ca/view/creator_az/Fisher=3AJonathan_A=2E_D=2E=3A=3A.html> and Eddy, Tyler <https://research.library.mun.ca/view/creator_az/Eddy=3ATyler=3A=3A.html> (2024) Decadal changes in biomass and distribution of key fisheries species on Newfoundland’s Grand Banks. PLoS ONE, 19 (4). ISSN 1932-6203
op_rights cc_by
op_doi https://doi.org/10.1371/journal.pone.0300311
container_title PLOS ONE
container_volume 19
container_issue 4
container_start_page e0300311
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