The use of linear mixed effects models to investigate local adaptation in marine fish subpopulations: case study, changing spawning times of common sole (Solea solea)
Abstract Populations along environmental gradients have the potential to adapt to their own local environments. It is important to understand these adaptations in fisheries stocks to fully inform fisheries management strategies. With this is mind, sea temperatures are an important cue in timing for...
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Online Access: | http://dx.doi.org/10.1093/icesjms/fsz175 http://academic.oup.com/icesjms/article-pdf/76/7/2297/31679443/fsz175.pdf |
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croxfordunivpr:10.1093/icesjms/fsz175 2023-05-15T17:38:30+02:00 The use of linear mixed effects models to investigate local adaptation in marine fish subpopulations: case study, changing spawning times of common sole (Solea solea) Fincham, Jennifer I Barry, Jon Bartolino, Valerio 2019 http://dx.doi.org/10.1093/icesjms/fsz175 http://academic.oup.com/icesjms/article-pdf/76/7/2297/31679443/fsz175.pdf en eng Oxford University Press (OUP) https://academic.oup.com/journals/pages/open_access/funder_policies/chorus/standard_publication_model ICES Journal of Marine Science volume 76, issue 7, page 2297-2304 ISSN 1054-3139 1095-9289 Ecology Aquatic Science Ecology, Evolution, Behavior and Systematics Oceanography journal-article 2019 croxfordunivpr https://doi.org/10.1093/icesjms/fsz175 2022-04-15T06:33:44Z Abstract Populations along environmental gradients have the potential to adapt to their own local environments. It is important to understand these adaptations in fisheries stocks to fully inform fisheries management strategies. With this is mind, sea temperatures are an important cue in timing for many marine species, including sole in the North-East Atlantic Ocean. We used spawning data and modelled sea surface temperature (SST) data from sole subpopulations to examine the possibility of local adaptation of their spawning times to rising temperature. Climate window analysis was used, in a linear mixed model using mean spawning week and SST, to investigate statistically significant differences between subpopulations of sole. There was no evidence of local adaptation to changing temperatures for these subpopulations. This suggests that their spawning-time reaction to changing temperatures is currently due to their subpopulation’s mean plasticity. Using climate window analysis and modelled temperature data we have demonstrated a method of examining spawning changes in marine populations along a temperature gradient. Recruitment and spawning success are key elements of fisheries population models which contribute to fisheries management. Further understanding of the influence of temperature on recruitment will help inform future modelling. Article in Journal/Newspaper North East Atlantic Oxford University Press (via Crossref) ICES Journal of Marine Science 76 7 2297 2304 |
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Open Polar |
collection |
Oxford University Press (via Crossref) |
op_collection_id |
croxfordunivpr |
language |
English |
topic |
Ecology Aquatic Science Ecology, Evolution, Behavior and Systematics Oceanography |
spellingShingle |
Ecology Aquatic Science Ecology, Evolution, Behavior and Systematics Oceanography Fincham, Jennifer I Barry, Jon The use of linear mixed effects models to investigate local adaptation in marine fish subpopulations: case study, changing spawning times of common sole (Solea solea) |
topic_facet |
Ecology Aquatic Science Ecology, Evolution, Behavior and Systematics Oceanography |
description |
Abstract Populations along environmental gradients have the potential to adapt to their own local environments. It is important to understand these adaptations in fisheries stocks to fully inform fisheries management strategies. With this is mind, sea temperatures are an important cue in timing for many marine species, including sole in the North-East Atlantic Ocean. We used spawning data and modelled sea surface temperature (SST) data from sole subpopulations to examine the possibility of local adaptation of their spawning times to rising temperature. Climate window analysis was used, in a linear mixed model using mean spawning week and SST, to investigate statistically significant differences between subpopulations of sole. There was no evidence of local adaptation to changing temperatures for these subpopulations. This suggests that their spawning-time reaction to changing temperatures is currently due to their subpopulation’s mean plasticity. Using climate window analysis and modelled temperature data we have demonstrated a method of examining spawning changes in marine populations along a temperature gradient. Recruitment and spawning success are key elements of fisheries population models which contribute to fisheries management. Further understanding of the influence of temperature on recruitment will help inform future modelling. |
author2 |
Bartolino, Valerio |
format |
Article in Journal/Newspaper |
author |
Fincham, Jennifer I Barry, Jon |
author_facet |
Fincham, Jennifer I Barry, Jon |
author_sort |
Fincham, Jennifer I |
title |
The use of linear mixed effects models to investigate local adaptation in marine fish subpopulations: case study, changing spawning times of common sole (Solea solea) |
title_short |
The use of linear mixed effects models to investigate local adaptation in marine fish subpopulations: case study, changing spawning times of common sole (Solea solea) |
title_full |
The use of linear mixed effects models to investigate local adaptation in marine fish subpopulations: case study, changing spawning times of common sole (Solea solea) |
title_fullStr |
The use of linear mixed effects models to investigate local adaptation in marine fish subpopulations: case study, changing spawning times of common sole (Solea solea) |
title_full_unstemmed |
The use of linear mixed effects models to investigate local adaptation in marine fish subpopulations: case study, changing spawning times of common sole (Solea solea) |
title_sort |
use of linear mixed effects models to investigate local adaptation in marine fish subpopulations: case study, changing spawning times of common sole (solea solea) |
publisher |
Oxford University Press (OUP) |
publishDate |
2019 |
url |
http://dx.doi.org/10.1093/icesjms/fsz175 http://academic.oup.com/icesjms/article-pdf/76/7/2297/31679443/fsz175.pdf |
genre |
North East Atlantic |
genre_facet |
North East Atlantic |
op_source |
ICES Journal of Marine Science volume 76, issue 7, page 2297-2304 ISSN 1054-3139 1095-9289 |
op_rights |
https://academic.oup.com/journals/pages/open_access/funder_policies/chorus/standard_publication_model |
op_doi |
https://doi.org/10.1093/icesjms/fsz175 |
container_title |
ICES Journal of Marine Science |
container_volume |
76 |
container_issue |
7 |
container_start_page |
2297 |
op_container_end_page |
2304 |
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1766138965214101504 |