EVALUATION OF MIDWATER TRAWL SELECTIVITY AND ITS INFLUENCE ON ACOUSTIC-BASED FISH POPULATION SURVEYS

Thesis (Ph.D.)--University of Washington, 2013 Trawls are used extensively during fisheries abundance surveys to derive estimates of fish density and, in the case of acoustic-based surveys, to identify acoustically sampled fish populations. However, trawls are selective in what fish they retain, res...

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Main Author: Williams, Kresimir
Other Authors: Horne, John K
Format: Thesis
Language:English
Published: 2013
Subjects:
Online Access:http://hdl.handle.net/1773/22816
id ftunivwashington:oai:digital.lib.washington.edu:1773/22816
record_format openpolar
spelling ftunivwashington:oai:digital.lib.washington.edu:1773/22816 2023-05-15T18:32:52+02:00 EVALUATION OF MIDWATER TRAWL SELECTIVITY AND ITS INFLUENCE ON ACOUSTIC-BASED FISH POPULATION SURVEYS Williams, Kresimir Horne, John K 2013 application/pdf http://hdl.handle.net/1773/22816 en_US eng Williams_washington_0250E_11439.pdf http://hdl.handle.net/1773/22816 Copyright is held by the individual authors. Abundance estimation Fish Behavior Fisheries Survey Midwater Trawl Pollock Selectivity Fisheries and aquatic sciences Acoustics fisheries Thesis 2013 ftunivwashington 2023-03-12T18:50:37Z Thesis (Ph.D.)--University of Washington, 2013 Trawls are used extensively during fisheries abundance surveys to derive estimates of fish density and, in the case of acoustic-based surveys, to identify acoustically sampled fish populations. However, trawls are selective in what fish they retain, resulting in biased estimates of density, species, and size compositions. Selectivity of the midwater trawl used in acoustic-based surveys of walleye pollock (Theragra chalcogramma) was evaluated using multiple methods. The effects of trawl selectivity on the acoustic-based survey abundance estimates and the stock assessment were evaluated for the Gulf of Alaska walleye pollock population. Selectivity was quantified using recapture, or pocket, nets attached to the outside of the trawl. Pocket net catches were modeled using a hierarchical Bayesian model to provide uncertainty in selectivity parameter estimates. Significant under-sampling of juvenile pollock by the midwater trawl was found, with lengths at 50% retention ranging from 14 - 26 cm over three experiments. Escapement was found to be light dependent, with more fish escaping in dark conditions. Highest escapement rates were observed in the aft of the trawl near to the codend though the bottom panel of the trawl. The behavioral mechanisms involved in the process of herding and escapement were evaluated using stereo-cameras, a DIDSON high frequency imaging sonar, and pocket nets. Fish maintained greater distances from the trawl panel during daylight, suggesting trawl modifications such as increased visibility of netting materials may evoke stronger herding responses and increased retention of fish. Selectivity and catchability of pollock by the midwater trawl was also investigated using acoustic density as an independent estimate of fish abundance to compare with trawl catches. A modeling framework was developed to evaluate potential explanatory factors for selectivity and catchability. Selectivity estimates were dependent on which vessel was used for the survey, ... Thesis Theragra chalcogramma Alaska University of Washington, Seattle: ResearchWorks Gulf of Alaska
institution Open Polar
collection University of Washington, Seattle: ResearchWorks
op_collection_id ftunivwashington
language English
topic Abundance estimation
Fish Behavior
Fisheries Survey
Midwater Trawl
Pollock
Selectivity
Fisheries and aquatic sciences
Acoustics
fisheries
spellingShingle Abundance estimation
Fish Behavior
Fisheries Survey
Midwater Trawl
Pollock
Selectivity
Fisheries and aquatic sciences
Acoustics
fisheries
Williams, Kresimir
EVALUATION OF MIDWATER TRAWL SELECTIVITY AND ITS INFLUENCE ON ACOUSTIC-BASED FISH POPULATION SURVEYS
topic_facet Abundance estimation
Fish Behavior
Fisheries Survey
Midwater Trawl
Pollock
Selectivity
Fisheries and aquatic sciences
Acoustics
fisheries
description Thesis (Ph.D.)--University of Washington, 2013 Trawls are used extensively during fisheries abundance surveys to derive estimates of fish density and, in the case of acoustic-based surveys, to identify acoustically sampled fish populations. However, trawls are selective in what fish they retain, resulting in biased estimates of density, species, and size compositions. Selectivity of the midwater trawl used in acoustic-based surveys of walleye pollock (Theragra chalcogramma) was evaluated using multiple methods. The effects of trawl selectivity on the acoustic-based survey abundance estimates and the stock assessment were evaluated for the Gulf of Alaska walleye pollock population. Selectivity was quantified using recapture, or pocket, nets attached to the outside of the trawl. Pocket net catches were modeled using a hierarchical Bayesian model to provide uncertainty in selectivity parameter estimates. Significant under-sampling of juvenile pollock by the midwater trawl was found, with lengths at 50% retention ranging from 14 - 26 cm over three experiments. Escapement was found to be light dependent, with more fish escaping in dark conditions. Highest escapement rates were observed in the aft of the trawl near to the codend though the bottom panel of the trawl. The behavioral mechanisms involved in the process of herding and escapement were evaluated using stereo-cameras, a DIDSON high frequency imaging sonar, and pocket nets. Fish maintained greater distances from the trawl panel during daylight, suggesting trawl modifications such as increased visibility of netting materials may evoke stronger herding responses and increased retention of fish. Selectivity and catchability of pollock by the midwater trawl was also investigated using acoustic density as an independent estimate of fish abundance to compare with trawl catches. A modeling framework was developed to evaluate potential explanatory factors for selectivity and catchability. Selectivity estimates were dependent on which vessel was used for the survey, ...
author2 Horne, John K
format Thesis
author Williams, Kresimir
author_facet Williams, Kresimir
author_sort Williams, Kresimir
title EVALUATION OF MIDWATER TRAWL SELECTIVITY AND ITS INFLUENCE ON ACOUSTIC-BASED FISH POPULATION SURVEYS
title_short EVALUATION OF MIDWATER TRAWL SELECTIVITY AND ITS INFLUENCE ON ACOUSTIC-BASED FISH POPULATION SURVEYS
title_full EVALUATION OF MIDWATER TRAWL SELECTIVITY AND ITS INFLUENCE ON ACOUSTIC-BASED FISH POPULATION SURVEYS
title_fullStr EVALUATION OF MIDWATER TRAWL SELECTIVITY AND ITS INFLUENCE ON ACOUSTIC-BASED FISH POPULATION SURVEYS
title_full_unstemmed EVALUATION OF MIDWATER TRAWL SELECTIVITY AND ITS INFLUENCE ON ACOUSTIC-BASED FISH POPULATION SURVEYS
title_sort evaluation of midwater trawl selectivity and its influence on acoustic-based fish population surveys
publishDate 2013
url http://hdl.handle.net/1773/22816
geographic Gulf of Alaska
geographic_facet Gulf of Alaska
genre Theragra chalcogramma
Alaska
genre_facet Theragra chalcogramma
Alaska
op_relation Williams_washington_0250E_11439.pdf
http://hdl.handle.net/1773/22816
op_rights Copyright is held by the individual authors.
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