Modeling of the spatial distribution of Pacific spiny dogfish ( Squalus suckleyi) in the Gulf of Alaska using generalized additive and generalized linear models
The Pacific spiny dogfish (Squalus suckleyi) is a common bycatch species in the Gulf of Alaska. Their spatial distribution is poorly understood, as most catch is discarded at sea. We analyzed spiny dogfish spatial distribution from fishery-dependent and -independent observations of longline gear bet...
Published in: | Canadian Journal of Fisheries and Aquatic Sciences |
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crcansciencepubl:10.1139/cjfas-2012-0535 2024-09-15T18:16:55+00:00 Modeling of the spatial distribution of Pacific spiny dogfish ( Squalus suckleyi) in the Gulf of Alaska using generalized additive and generalized linear models Gasper, Jason R. Kruse, Gordon H. Hilborn, Ray 2013 http://dx.doi.org/10.1139/cjfas-2012-0535 http://www.nrcresearchpress.com/doi/full-xml/10.1139/cjfas-2012-0535 http://www.nrcresearchpress.com/doi/pdf/10.1139/cjfas-2012-0535 en eng Canadian Science Publishing http://www.nrcresearchpress.com/page/about/CorporateTextAndDataMining Canadian Journal of Fisheries and Aquatic Sciences volume 70, issue 9, page 1372-1385 ISSN 0706-652X 1205-7533 journal-article 2013 crcansciencepubl https://doi.org/10.1139/cjfas-2012-0535 2024-06-27T04:11:03Z The Pacific spiny dogfish (Squalus suckleyi) is a common bycatch species in the Gulf of Alaska. Their spatial distribution is poorly understood, as most catch is discarded at sea. We analyzed spiny dogfish spatial distribution from fishery-dependent and -independent observations of longline gear between 1996 and 2008 using generalized additive and generalized linear models. Poisson, negative binomial, and quasi-Poisson error structures were investigated; the quasi-Poisson generalized additive model fit best. Models showed that spiny dogfish catches were concentrated east of Kodiak Island in waters ≤100 m deep. Results facilitate design of future spiny dogfish assessment surveys and identification of areas in which to focus at-sea observations for fishing mortality estimation, and provide the basis for first-ever designation of spiny dogfish essential fish habitat, despite US legal requirements for essential fish habitat designations since 1996. Identified areas of high bycatch may expedite spatial management by indicating areas in which directed spiny dogfish fisheries could be focused or, conversely, areas in which heightened conservation and catch accounting efforts would be most effective to prevent overfishing of this long-lived, late-maturing species. Article in Journal/Newspaper Kodiak Alaska spiny dogfish Canadian Science Publishing Canadian Journal of Fisheries and Aquatic Sciences 70 9 1372 1385 |
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Open Polar |
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Canadian Science Publishing |
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crcansciencepubl |
language |
English |
description |
The Pacific spiny dogfish (Squalus suckleyi) is a common bycatch species in the Gulf of Alaska. Their spatial distribution is poorly understood, as most catch is discarded at sea. We analyzed spiny dogfish spatial distribution from fishery-dependent and -independent observations of longline gear between 1996 and 2008 using generalized additive and generalized linear models. Poisson, negative binomial, and quasi-Poisson error structures were investigated; the quasi-Poisson generalized additive model fit best. Models showed that spiny dogfish catches were concentrated east of Kodiak Island in waters ≤100 m deep. Results facilitate design of future spiny dogfish assessment surveys and identification of areas in which to focus at-sea observations for fishing mortality estimation, and provide the basis for first-ever designation of spiny dogfish essential fish habitat, despite US legal requirements for essential fish habitat designations since 1996. Identified areas of high bycatch may expedite spatial management by indicating areas in which directed spiny dogfish fisheries could be focused or, conversely, areas in which heightened conservation and catch accounting efforts would be most effective to prevent overfishing of this long-lived, late-maturing species. |
author2 |
Hilborn, Ray |
format |
Article in Journal/Newspaper |
author |
Gasper, Jason R. Kruse, Gordon H. |
spellingShingle |
Gasper, Jason R. Kruse, Gordon H. Modeling of the spatial distribution of Pacific spiny dogfish ( Squalus suckleyi) in the Gulf of Alaska using generalized additive and generalized linear models |
author_facet |
Gasper, Jason R. Kruse, Gordon H. |
author_sort |
Gasper, Jason R. |
title |
Modeling of the spatial distribution of Pacific spiny dogfish ( Squalus suckleyi) in the Gulf of Alaska using generalized additive and generalized linear models |
title_short |
Modeling of the spatial distribution of Pacific spiny dogfish ( Squalus suckleyi) in the Gulf of Alaska using generalized additive and generalized linear models |
title_full |
Modeling of the spatial distribution of Pacific spiny dogfish ( Squalus suckleyi) in the Gulf of Alaska using generalized additive and generalized linear models |
title_fullStr |
Modeling of the spatial distribution of Pacific spiny dogfish ( Squalus suckleyi) in the Gulf of Alaska using generalized additive and generalized linear models |
title_full_unstemmed |
Modeling of the spatial distribution of Pacific spiny dogfish ( Squalus suckleyi) in the Gulf of Alaska using generalized additive and generalized linear models |
title_sort |
modeling of the spatial distribution of pacific spiny dogfish ( squalus suckleyi) in the gulf of alaska using generalized additive and generalized linear models |
publisher |
Canadian Science Publishing |
publishDate |
2013 |
url |
http://dx.doi.org/10.1139/cjfas-2012-0535 http://www.nrcresearchpress.com/doi/full-xml/10.1139/cjfas-2012-0535 http://www.nrcresearchpress.com/doi/pdf/10.1139/cjfas-2012-0535 |
genre |
Kodiak Alaska spiny dogfish |
genre_facet |
Kodiak Alaska spiny dogfish |
op_source |
Canadian Journal of Fisheries and Aquatic Sciences volume 70, issue 9, page 1372-1385 ISSN 0706-652X 1205-7533 |
op_rights |
http://www.nrcresearchpress.com/page/about/CorporateTextAndDataMining |
op_doi |
https://doi.org/10.1139/cjfas-2012-0535 |
container_title |
Canadian Journal of Fisheries and Aquatic Sciences |
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70 |
container_issue |
9 |
container_start_page |
1372 |
op_container_end_page |
1385 |
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1810454906771865600 |