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 impr...

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Main Authors: Ruiz-Diaz, Raquel, Pennino, Maria Grazia, Fisher, Jonathan A. D, Eddy, Tyler D.
Other Authors: Fisheries and Oceans Canada, Natural Sciences and Engineering Research Council of Canada
Format: Article in Journal/Newspaper
Language:English
Published: Public Library of Science 2024
Subjects:
Gam
Online Access:http://hdl.handle.net/10261/366222
https://doi.org/10.1371/journal.pone.0300311
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spelling ftcsic:oai:digital.csic.es:10261/366222 2024-09-30T14:32:09+00:00 Decadal changes in biomass and distribution of key fisheries species on Newfoundland’s Grand Banks Ruiz-Diaz, Raquel Pennino, Maria Grazia Fisher, Jonathan A. D Eddy, Tyler D. Fisheries and Oceans Canada Natural Sciences and Engineering Research Council of Canada 2024-04-01 http://hdl.handle.net/10261/366222 https://doi.org/10.1371/journal.pone.0300311 en eng Public Library of Science Publisher's version Ruiz-Diaz, Raquel. Code_Analysis_GrandBanks. https://doi.org/10.6084/m9.figshare.24916461.v1 http://dx.doi.org/10.1371/journal.pone.0300311 Sí doi:10.1371/journal.pone.0300311 issn: 1932-6203 PLoS ONE 19(4): e0300311 (2024) http://hdl.handle.net/10261/366222 open artículo 2024 ftcsic https://doi.org/10.1371/journal.pone.030031110.6084/m9.figshare.24916461.v1 2024-09-02T14:08:53Z 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. Fisheries & Oceans Canada (DFO) Atlantic Fisheries Fund. Natural Sciences and Engineering Research Council of Canada (NSERC). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript. Peer reviewed Article in Journal/Newspaper atlantic cod Chionoecetes opilio Gadus morhua Snow crab Digital.CSIC (Spanish National Research Council) Canada Gam ENVELOPE(-57.955,-57.955,-61.923,-61.923)
institution Open Polar
collection Digital.CSIC (Spanish National Research Council)
op_collection_id ftcsic
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. Fisheries & Oceans Canada (DFO) Atlantic Fisheries Fund. Natural Sciences and Engineering Research Council of Canada (NSERC). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript. Peer reviewed
author2 Fisheries and Oceans Canada
Natural Sciences and Engineering Research Council of Canada
format Article in Journal/Newspaper
author Ruiz-Diaz, Raquel
Pennino, Maria Grazia
Fisher, Jonathan A. D
Eddy, Tyler D.
spellingShingle Ruiz-Diaz, Raquel
Pennino, Maria Grazia
Fisher, Jonathan A. D
Eddy, Tyler D.
Decadal changes in biomass and distribution of key fisheries species on Newfoundland’s Grand Banks
author_facet Ruiz-Diaz, Raquel
Pennino, Maria Grazia
Fisher, Jonathan A. D
Eddy, Tyler D.
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 http://hdl.handle.net/10261/366222
https://doi.org/10.1371/journal.pone.0300311
long_lat ENVELOPE(-57.955,-57.955,-61.923,-61.923)
geographic Canada
Gam
geographic_facet Canada
Gam
genre atlantic cod
Chionoecetes opilio
Gadus morhua
Snow crab
genre_facet atlantic cod
Chionoecetes opilio
Gadus morhua
Snow crab
op_relation Publisher's version
Ruiz-Diaz, Raquel. Code_Analysis_GrandBanks. https://doi.org/10.6084/m9.figshare.24916461.v1
http://dx.doi.org/10.1371/journal.pone.0300311

doi:10.1371/journal.pone.0300311
issn: 1932-6203
PLoS ONE 19(4): e0300311 (2024)
http://hdl.handle.net/10261/366222
op_rights open
op_doi https://doi.org/10.1371/journal.pone.030031110.6084/m9.figshare.24916461.v1
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