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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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 |
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Digital.CSIC (Spanish National Research Council) |
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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 Sí 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 |
_version_ |
1811636387632381952 |