Influence of larval transport and temperature on recruitment dynamics of North Sea cod ( Gadus morhua) across spatial scales of observation

Abstract The survival of fish eggs and larvae, and therefore recruitment success, can be critically affected by transport in ocean currents. Combining a model of early‐life stage dispersal with statistical stock–recruitment models, we investigated the role of larval transport for recruitment variabi...

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Published in:Fisheries Oceanography
Main Authors: Romagnoni, Giovanni, Kvile, Kristina Øie, Dagestad, Knut‐Frode, Eikeset, Anne Maria, Kristiansen, Trond, Stenseth, Nils Chr., Langangen, Øystein
Other Authors: Norden Top-Level Research Initiative sub-program Effect Studies and Adaptation to Climate Change” through the Nordic Centre for Research on Marine Ecosystems and Resources under Climate Change, WHOI John H. Steele Postdoctoral Scholar award, VISTA - a basic research program in collaboration between The Norwegian Academy of Science and Letters, and Equinor
Format: Article in Journal/Newspaper
Language:English
Published: Wiley 2020
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Online Access:http://dx.doi.org/10.1111/fog.12474
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spelling crwiley:10.1111/fog.12474 2024-09-15T18:07:17+00:00 Influence of larval transport and temperature on recruitment dynamics of North Sea cod ( Gadus morhua) across spatial scales of observation Romagnoni, Giovanni Kvile, Kristina Øie Dagestad, Knut‐Frode Eikeset, Anne Maria Kristiansen, Trond Stenseth, Nils Chr. Langangen, Øystein Norden Top-Level Research Initiative sub-program Effect Studies and Adaptation to Climate Change” through the Nordic Centre for Research on Marine Ecosystems and Resources under Climate Change WHOI John H. Steele Postdoctoral Scholar award VISTA - a basic research program in collaboration between The Norwegian Academy of Science and Letters, and Equinor 2020 http://dx.doi.org/10.1111/fog.12474 https://api.wiley.com/onlinelibrary/tdm/v1/articles/10.1111%2Ffog.12474 https://onlinelibrary.wiley.com/doi/pdf/10.1111/fog.12474 https://onlinelibrary.wiley.com/doi/full-xml/10.1111/fog.12474 en eng Wiley http://creativecommons.org/licenses/by/4.0/ Fisheries Oceanography volume 29, issue 4, page 324-339 ISSN 1054-6006 1365-2419 journal-article 2020 crwiley https://doi.org/10.1111/fog.12474 2024-07-25T04:20:42Z Abstract The survival of fish eggs and larvae, and therefore recruitment success, can be critically affected by transport in ocean currents. Combining a model of early‐life stage dispersal with statistical stock–recruitment models, we investigated the role of larval transport for recruitment variability across spatial scales for the population complex of North Sea cod ( Gadus morhua ). By using a coupled physical–biological model, we estimated the egg and larval transport over a 44‐year period. The oceanographic component of the model, capable of capturing the interannual variability of temperature and ocean current patterns, was coupled to the biological component, an individual‐based model (IBM) that simulated the cod eggs and larvae development and mortality. This study proposes a novel method to account for larval transport and success in stock–recruitment models: weighting the spawning stock biomass by retention rate and, in the case of multiple populations, their connectivity. Our method provides an estimate of the stock biomass contributing to recruitment and the effect of larval transport on recruitment variability. Our results indicate an effect, albeit small, in some populations at the local level. Including transport anomaly as an environmental covariate in traditional stock–recruitment models in turn captures recruitment variability at larger scales. Our study aims to quantify the role of larval transport for recruitment across spatial scales, and disentangle the roles of temperature and larval transport on effective connectivity between populations, thus informing about the potential impacts of climate change on the cod population structure in the North Sea. Article in Journal/Newspaper Gadus morhua Wiley Online Library Fisheries Oceanography 29 4 324 339
institution Open Polar
collection Wiley Online Library
op_collection_id crwiley
language English
description Abstract The survival of fish eggs and larvae, and therefore recruitment success, can be critically affected by transport in ocean currents. Combining a model of early‐life stage dispersal with statistical stock–recruitment models, we investigated the role of larval transport for recruitment variability across spatial scales for the population complex of North Sea cod ( Gadus morhua ). By using a coupled physical–biological model, we estimated the egg and larval transport over a 44‐year period. The oceanographic component of the model, capable of capturing the interannual variability of temperature and ocean current patterns, was coupled to the biological component, an individual‐based model (IBM) that simulated the cod eggs and larvae development and mortality. This study proposes a novel method to account for larval transport and success in stock–recruitment models: weighting the spawning stock biomass by retention rate and, in the case of multiple populations, their connectivity. Our method provides an estimate of the stock biomass contributing to recruitment and the effect of larval transport on recruitment variability. Our results indicate an effect, albeit small, in some populations at the local level. Including transport anomaly as an environmental covariate in traditional stock–recruitment models in turn captures recruitment variability at larger scales. Our study aims to quantify the role of larval transport for recruitment across spatial scales, and disentangle the roles of temperature and larval transport on effective connectivity between populations, thus informing about the potential impacts of climate change on the cod population structure in the North Sea.
author2 Norden Top-Level Research Initiative sub-program Effect Studies and Adaptation to Climate Change” through the Nordic Centre for Research on Marine Ecosystems and Resources under Climate Change
WHOI John H. Steele Postdoctoral Scholar award
VISTA - a basic research program in collaboration between The Norwegian Academy of Science and Letters, and Equinor
format Article in Journal/Newspaper
author Romagnoni, Giovanni
Kvile, Kristina Øie
Dagestad, Knut‐Frode
Eikeset, Anne Maria
Kristiansen, Trond
Stenseth, Nils Chr.
Langangen, Øystein
spellingShingle Romagnoni, Giovanni
Kvile, Kristina Øie
Dagestad, Knut‐Frode
Eikeset, Anne Maria
Kristiansen, Trond
Stenseth, Nils Chr.
Langangen, Øystein
Influence of larval transport and temperature on recruitment dynamics of North Sea cod ( Gadus morhua) across spatial scales of observation
author_facet Romagnoni, Giovanni
Kvile, Kristina Øie
Dagestad, Knut‐Frode
Eikeset, Anne Maria
Kristiansen, Trond
Stenseth, Nils Chr.
Langangen, Øystein
author_sort Romagnoni, Giovanni
title Influence of larval transport and temperature on recruitment dynamics of North Sea cod ( Gadus morhua) across spatial scales of observation
title_short Influence of larval transport and temperature on recruitment dynamics of North Sea cod ( Gadus morhua) across spatial scales of observation
title_full Influence of larval transport and temperature on recruitment dynamics of North Sea cod ( Gadus morhua) across spatial scales of observation
title_fullStr Influence of larval transport and temperature on recruitment dynamics of North Sea cod ( Gadus morhua) across spatial scales of observation
title_full_unstemmed Influence of larval transport and temperature on recruitment dynamics of North Sea cod ( Gadus morhua) across spatial scales of observation
title_sort influence of larval transport and temperature on recruitment dynamics of north sea cod ( gadus morhua) across spatial scales of observation
publisher Wiley
publishDate 2020
url http://dx.doi.org/10.1111/fog.12474
https://api.wiley.com/onlinelibrary/tdm/v1/articles/10.1111%2Ffog.12474
https://onlinelibrary.wiley.com/doi/pdf/10.1111/fog.12474
https://onlinelibrary.wiley.com/doi/full-xml/10.1111/fog.12474
genre Gadus morhua
genre_facet Gadus morhua
op_source Fisheries Oceanography
volume 29, issue 4, page 324-339
ISSN 1054-6006 1365-2419
op_rights http://creativecommons.org/licenses/by/4.0/
op_doi https://doi.org/10.1111/fog.12474
container_title Fisheries Oceanography
container_volume 29
container_issue 4
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