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...

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Published in:Canadian Journal of Fisheries and Aquatic Sciences
Main Authors: Gasper, Jason R., Kruse, Gordon H.
Other Authors: Hilborn, Ray
Format: Article in Journal/Newspaper
Language:English
Published: Canadian Science Publishing 2013
Subjects:
Online Access:http://dx.doi.org/10.1139/cjfas-2012-0535
http://www.nrcresearchpress.com/doi/full-xml/10.1139/cjfas-2012-0535
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spelling 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
institution Open Polar
collection Canadian Science Publishing
op_collection_id 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
container_volume 70
container_issue 9
container_start_page 1372
op_container_end_page 1385
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