Comparative Modeling of Cod-Capelin Dynamics in the Newfoundland-Labrador Shelves and Barents Sea Ecosystems

The Atlantic cod (Gadus morhua) stocks in the Newfoundland-Labrador Shelves (NL) and Barents Sea (BS) ecosystems have shown divergent trajectories over the last 40 years. Both stocks experienced either an important decline (BS) or a collapse (NL) in the mid-1980s and early 1990s, respectively. After...

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Published in:Frontiers in Marine Science
Main Authors: Mariano Koen-Alonso, Ulf Lindstrøm, Andrew Cuff
Format: Article in Journal/Newspaper
Language:English
Published: Frontiers Media S.A. 2021
Subjects:
Q
Online Access:https://doi.org/10.3389/fmars.2021.579946
https://doaj.org/article/f829d4b2490c4e7b9e9d6ccec0eaa50b
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spelling ftdoajarticles:oai:doaj.org/article:f829d4b2490c4e7b9e9d6ccec0eaa50b 2023-05-15T15:27:51+02:00 Comparative Modeling of Cod-Capelin Dynamics in the Newfoundland-Labrador Shelves and Barents Sea Ecosystems Mariano Koen-Alonso Ulf Lindstrøm Andrew Cuff 2021-03-01T00:00:00Z https://doi.org/10.3389/fmars.2021.579946 https://doaj.org/article/f829d4b2490c4e7b9e9d6ccec0eaa50b EN eng Frontiers Media S.A. https://www.frontiersin.org/articles/10.3389/fmars.2021.579946/full https://doaj.org/toc/2296-7745 2296-7745 doi:10.3389/fmars.2021.579946 https://doaj.org/article/f829d4b2490c4e7b9e9d6ccec0eaa50b Frontiers in Marine Science, Vol 8 (2021) trophic interactions predator-prey ecosystem approach to fisheries bottom-up regulation food web ecology bioenergetic-allometric model Science Q General. Including nature conservation geographical distribution QH1-199.5 article 2021 ftdoajarticles https://doi.org/10.3389/fmars.2021.579946 2022-12-31T09:26:29Z The Atlantic cod (Gadus morhua) stocks in the Newfoundland-Labrador Shelves (NL) and Barents Sea (BS) ecosystems have shown divergent trajectories over the last 40 years. Both stocks experienced either an important decline (BS) or a collapse (NL) in the mid-1980s and early 1990s, respectively. After these population reductions, the BS stock quickly rebounded and it is currently at record high levels, while the NL stock, despite showing some improvement since the mid-2000s, remains at low levels. Fishing and environmental conditions are known to be important drivers of cod dynamics in both ecosystems, especially the availability of high energy prey like capelin (Mallotus villosus), however, the question of how different or similar these two stocks truly are remains. Could, for example, the NL cod stock rebuild if presented to conditions like the ones experienced by BS cod? To explore such questions, we developed a simple biomass dynamic model for cod using a bioenergetic-allometric approach. This model includes fisheries catches and capelin availability as external drivers and was implemented for both ecosystems. Despite the contrasting trends, the model produced very good fits, and showed some remarkably similar estimated parameters in both systems. We explored these similarities by (a) performing the thought experiment of transferring cod stocks between ecosystems by switching estimated key parameters between models and comparing the output, and (b) implementing an integrated model architecture which allowed fitting common parameters for both stocks to evaluate the similarity of key vital rates. Our results indicate that cod trajectories in NL and BS can be reliably described using simple bioenergetic-allometric arguments, fishery catches, and capelin availability. Model parameters that encapsulate intrinsic vital rates were not significantly different between stocks. This indicates that NL and BS cod stocks are biologically similar, and that the differences in their trajectories are driven by the ecosystem ... Article in Journal/Newspaper atlantic cod Barents Sea Gadus morhua Newfoundland Directory of Open Access Journals: DOAJ Articles Barents Sea Newfoundland Frontiers in Marine Science 8
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic trophic interactions
predator-prey
ecosystem approach to fisheries
bottom-up regulation
food web ecology
bioenergetic-allometric model
Science
Q
General. Including nature conservation
geographical distribution
QH1-199.5
spellingShingle trophic interactions
predator-prey
ecosystem approach to fisheries
bottom-up regulation
food web ecology
bioenergetic-allometric model
Science
Q
General. Including nature conservation
geographical distribution
QH1-199.5
Mariano Koen-Alonso
Ulf Lindstrøm
Andrew Cuff
Comparative Modeling of Cod-Capelin Dynamics in the Newfoundland-Labrador Shelves and Barents Sea Ecosystems
topic_facet trophic interactions
predator-prey
ecosystem approach to fisheries
bottom-up regulation
food web ecology
bioenergetic-allometric model
Science
Q
General. Including nature conservation
geographical distribution
QH1-199.5
description The Atlantic cod (Gadus morhua) stocks in the Newfoundland-Labrador Shelves (NL) and Barents Sea (BS) ecosystems have shown divergent trajectories over the last 40 years. Both stocks experienced either an important decline (BS) or a collapse (NL) in the mid-1980s and early 1990s, respectively. After these population reductions, the BS stock quickly rebounded and it is currently at record high levels, while the NL stock, despite showing some improvement since the mid-2000s, remains at low levels. Fishing and environmental conditions are known to be important drivers of cod dynamics in both ecosystems, especially the availability of high energy prey like capelin (Mallotus villosus), however, the question of how different or similar these two stocks truly are remains. Could, for example, the NL cod stock rebuild if presented to conditions like the ones experienced by BS cod? To explore such questions, we developed a simple biomass dynamic model for cod using a bioenergetic-allometric approach. This model includes fisheries catches and capelin availability as external drivers and was implemented for both ecosystems. Despite the contrasting trends, the model produced very good fits, and showed some remarkably similar estimated parameters in both systems. We explored these similarities by (a) performing the thought experiment of transferring cod stocks between ecosystems by switching estimated key parameters between models and comparing the output, and (b) implementing an integrated model architecture which allowed fitting common parameters for both stocks to evaluate the similarity of key vital rates. Our results indicate that cod trajectories in NL and BS can be reliably described using simple bioenergetic-allometric arguments, fishery catches, and capelin availability. Model parameters that encapsulate intrinsic vital rates were not significantly different between stocks. This indicates that NL and BS cod stocks are biologically similar, and that the differences in their trajectories are driven by the ecosystem ...
format Article in Journal/Newspaper
author Mariano Koen-Alonso
Ulf Lindstrøm
Andrew Cuff
author_facet Mariano Koen-Alonso
Ulf Lindstrøm
Andrew Cuff
author_sort Mariano Koen-Alonso
title Comparative Modeling of Cod-Capelin Dynamics in the Newfoundland-Labrador Shelves and Barents Sea Ecosystems
title_short Comparative Modeling of Cod-Capelin Dynamics in the Newfoundland-Labrador Shelves and Barents Sea Ecosystems
title_full Comparative Modeling of Cod-Capelin Dynamics in the Newfoundland-Labrador Shelves and Barents Sea Ecosystems
title_fullStr Comparative Modeling of Cod-Capelin Dynamics in the Newfoundland-Labrador Shelves and Barents Sea Ecosystems
title_full_unstemmed Comparative Modeling of Cod-Capelin Dynamics in the Newfoundland-Labrador Shelves and Barents Sea Ecosystems
title_sort comparative modeling of cod-capelin dynamics in the newfoundland-labrador shelves and barents sea ecosystems
publisher Frontiers Media S.A.
publishDate 2021
url https://doi.org/10.3389/fmars.2021.579946
https://doaj.org/article/f829d4b2490c4e7b9e9d6ccec0eaa50b
geographic Barents Sea
Newfoundland
geographic_facet Barents Sea
Newfoundland
genre atlantic cod
Barents Sea
Gadus morhua
Newfoundland
genre_facet atlantic cod
Barents Sea
Gadus morhua
Newfoundland
op_source Frontiers in Marine Science, Vol 8 (2021)
op_relation https://www.frontiersin.org/articles/10.3389/fmars.2021.579946/full
https://doaj.org/toc/2296-7745
2296-7745
doi:10.3389/fmars.2021.579946
https://doaj.org/article/f829d4b2490c4e7b9e9d6ccec0eaa50b
op_doi https://doi.org/10.3389/fmars.2021.579946
container_title Frontiers in Marine Science
container_volume 8
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