Impacts of a regulatory boundary on effort distributions in the Northwest Atlantic Fisheries Organization 4X and 5Z groundfish fisheries

Effort distributions in commercial fisheries have previously been found to follow an ideal free distribution. I studied the distribution of fishing vessels in various clusters of trawling effort in the Northwest Atlantic Fisheries Organization (NAFO) Divisions 4X and 5Z, consisting of the Scotian Sh...

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Main Author: Enright, Daniel
Other Authors: Gillis, Darren (Biological Sciences), Hare, James (Biological Sciences), Arino, Julien (Mathematics)
Format: Master Thesis
Language:English
Published: 2020
Subjects:
Online Access:http://hdl.handle.net/1993/35038
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spelling ftunivmanitoba:oai:mspace.lib.umanitoba.ca:1993/35038 2023-06-18T03:42:19+02:00 Impacts of a regulatory boundary on effort distributions in the Northwest Atlantic Fisheries Organization 4X and 5Z groundfish fisheries Enright, Daniel Gillis, Darren (Biological Sciences) Hare, James (Biological Sciences) Arino, Julien (Mathematics) 2020-09-10T19:41:34Z application/pdf http://hdl.handle.net/1993/35038 eng eng http://hdl.handle.net/1993/35038 open access Biology Ecology Fisheries Effort distribution master thesis 2020 ftunivmanitoba 2023-06-04T17:39:10Z Effort distributions in commercial fisheries have previously been found to follow an ideal free distribution. I studied the distribution of fishing vessels in various clusters of trawling effort in the Northwest Atlantic Fisheries Organization (NAFO) Divisions 4X and 5Z, consisting of the Scotian Shelf and Georges Bank, to determine if effort distributions across a regulatory boundary follow the predictions of an ideal free distribution. First, a generalized linear mixed model was used to study the effects that impact value per unit effort (VPUE) in this fishery. Year, vessel length overall, and area fished were the fixed effects with an impact on VPUE with vessel ID and trip ID as the random effects of the model. Year coefficients often corresponded to estimated biomass for the corresponding year. VPUE tended to be higher along the boundary in 5Z. The next step used standardized value to generate isodars, equations that represent a line of equal fitness between areas, that predicted the distribution of effort among the different areas. Focusing on isodars involving areas across the 4X-5Z boundary and isodars involving the areas directly bordering the boundary allows for direct interpretation of the question of whether isodars are maintained across the regulatory boundary. Isodars were able to predict effort near the boundary and across the boundary in most situations. These findings support the overall hypothesis that effort distribution around a regulatory boundary resembles an ideal free distribution. However, the inaccuracy of predicted effort in areas of high density emphasizes the need to further study areas where the assumptions of ideal free distributions are not met. October 2020 Master Thesis Northwest Atlantic MSpace at the University of Manitoba
institution Open Polar
collection MSpace at the University of Manitoba
op_collection_id ftunivmanitoba
language English
topic Biology
Ecology
Fisheries
Effort distribution
spellingShingle Biology
Ecology
Fisheries
Effort distribution
Enright, Daniel
Impacts of a regulatory boundary on effort distributions in the Northwest Atlantic Fisheries Organization 4X and 5Z groundfish fisheries
topic_facet Biology
Ecology
Fisheries
Effort distribution
description Effort distributions in commercial fisheries have previously been found to follow an ideal free distribution. I studied the distribution of fishing vessels in various clusters of trawling effort in the Northwest Atlantic Fisheries Organization (NAFO) Divisions 4X and 5Z, consisting of the Scotian Shelf and Georges Bank, to determine if effort distributions across a regulatory boundary follow the predictions of an ideal free distribution. First, a generalized linear mixed model was used to study the effects that impact value per unit effort (VPUE) in this fishery. Year, vessel length overall, and area fished were the fixed effects with an impact on VPUE with vessel ID and trip ID as the random effects of the model. Year coefficients often corresponded to estimated biomass for the corresponding year. VPUE tended to be higher along the boundary in 5Z. The next step used standardized value to generate isodars, equations that represent a line of equal fitness between areas, that predicted the distribution of effort among the different areas. Focusing on isodars involving areas across the 4X-5Z boundary and isodars involving the areas directly bordering the boundary allows for direct interpretation of the question of whether isodars are maintained across the regulatory boundary. Isodars were able to predict effort near the boundary and across the boundary in most situations. These findings support the overall hypothesis that effort distribution around a regulatory boundary resembles an ideal free distribution. However, the inaccuracy of predicted effort in areas of high density emphasizes the need to further study areas where the assumptions of ideal free distributions are not met. October 2020
author2 Gillis, Darren (Biological Sciences)
Hare, James (Biological Sciences)
Arino, Julien (Mathematics)
format Master Thesis
author Enright, Daniel
author_facet Enright, Daniel
author_sort Enright, Daniel
title Impacts of a regulatory boundary on effort distributions in the Northwest Atlantic Fisheries Organization 4X and 5Z groundfish fisheries
title_short Impacts of a regulatory boundary on effort distributions in the Northwest Atlantic Fisheries Organization 4X and 5Z groundfish fisheries
title_full Impacts of a regulatory boundary on effort distributions in the Northwest Atlantic Fisheries Organization 4X and 5Z groundfish fisheries
title_fullStr Impacts of a regulatory boundary on effort distributions in the Northwest Atlantic Fisheries Organization 4X and 5Z groundfish fisheries
title_full_unstemmed Impacts of a regulatory boundary on effort distributions in the Northwest Atlantic Fisheries Organization 4X and 5Z groundfish fisheries
title_sort impacts of a regulatory boundary on effort distributions in the northwest atlantic fisheries organization 4x and 5z groundfish fisheries
publishDate 2020
url http://hdl.handle.net/1993/35038
genre Northwest Atlantic
genre_facet Northwest Atlantic
op_relation http://hdl.handle.net/1993/35038
op_rights open access
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