Addressing catch mechanisms in gillnets improves modeling of selectivity and estimates of mortality rates: a case study using survey data on an endangered stock of Arctic char

Estimation of fish stock size distributions from survey data requires knowledge about gear selectivity. However, selectivity models rest on assumptions that seldom are analyzed. Departures from these can lead to misinterpretations and biased management recommendations. Here, we use survey data on gr...

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Published in:Canadian Journal of Fisheries and Aquatic Sciences
Main Authors: Jonsson, T., Setzer, M., Pope, John George, Sandström, A.
Format: Article in Journal/Newspaper
Language:English
Published: 2013
Subjects:
Online Access:https://orbit.dtu.dk/en/publications/12c38516-aa74-4539-a7c0-a694a6599143
https://doi.org/10.1139/cjfas-2012-0472
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spelling ftdtupubl:oai:pure.atira.dk:publications/12c38516-aa74-4539-a7c0-a694a6599143 2024-09-15T17:51:09+00:00 Addressing catch mechanisms in gillnets improves modeling of selectivity and estimates of mortality rates: a case study using survey data on an endangered stock of Arctic char Jonsson, T. Setzer, M. Pope, John George Sandström, A. 2013 https://orbit.dtu.dk/en/publications/12c38516-aa74-4539-a7c0-a694a6599143 https://doi.org/10.1139/cjfas-2012-0472 eng eng https://orbit.dtu.dk/en/publications/12c38516-aa74-4539-a7c0-a694a6599143 info:eu-repo/semantics/closedAccess Jonsson , T , Setzer , M , Pope , J G & Sandström , A 2013 , ' Addressing catch mechanisms in gillnets improves modeling of selectivity and estimates of mortality rates: a case study using survey data on an endangered stock of Arctic char ' , Canadian Journal of Fisheries and Aquatic Sciences , vol. 70 , no. 10 , pp. 1477-1487 . https://doi.org/10.1139/cjfas-2012-0472 article 2013 ftdtupubl https://doi.org/10.1139/cjfas-2012-0472 2024-07-15T23:49:10Z Estimation of fish stock size distributions from survey data requires knowledge about gear selectivity. However, selectivity models rest on assumptions that seldom are analyzed. Departures from these can lead to misinterpretations and biased management recommendations. Here, we use survey data on great Arctic char (Salvelinus umbla) to analyze how correcting for entanglement of fish and nonisometric growth might improve estimates of selectivity curves, and subsequently estimates of size distribution and age-specific mortality. Initial selectivity curves, using the entire data set, were wide and asymmetric, with poor model fits. Removing potentially nonmeshed fish had the greatest positive effect on model fit, resulting in much narrower and less asymmetric selection curves, while attempting to take nonisometric growth into account, by using girth rather than length, improved model fit but not as much. Using simulations we show that correcting for both entanglement and size selectivity produces accurate estimates of mortality rates, while correcting for size selectivity only does not. Our study demonstrates an approach that increases the accuracy of estimates of fish size distributions and mortality rates from survey data Article in Journal/Newspaper Arctic Technical University of Denmark: DTU Orbit Canadian Journal of Fisheries and Aquatic Sciences 70 10 1477 1487
institution Open Polar
collection Technical University of Denmark: DTU Orbit
op_collection_id ftdtupubl
language English
description Estimation of fish stock size distributions from survey data requires knowledge about gear selectivity. However, selectivity models rest on assumptions that seldom are analyzed. Departures from these can lead to misinterpretations and biased management recommendations. Here, we use survey data on great Arctic char (Salvelinus umbla) to analyze how correcting for entanglement of fish and nonisometric growth might improve estimates of selectivity curves, and subsequently estimates of size distribution and age-specific mortality. Initial selectivity curves, using the entire data set, were wide and asymmetric, with poor model fits. Removing potentially nonmeshed fish had the greatest positive effect on model fit, resulting in much narrower and less asymmetric selection curves, while attempting to take nonisometric growth into account, by using girth rather than length, improved model fit but not as much. Using simulations we show that correcting for both entanglement and size selectivity produces accurate estimates of mortality rates, while correcting for size selectivity only does not. Our study demonstrates an approach that increases the accuracy of estimates of fish size distributions and mortality rates from survey data
format Article in Journal/Newspaper
author Jonsson, T.
Setzer, M.
Pope, John George
Sandström, A.
spellingShingle Jonsson, T.
Setzer, M.
Pope, John George
Sandström, A.
Addressing catch mechanisms in gillnets improves modeling of selectivity and estimates of mortality rates: a case study using survey data on an endangered stock of Arctic char
author_facet Jonsson, T.
Setzer, M.
Pope, John George
Sandström, A.
author_sort Jonsson, T.
title Addressing catch mechanisms in gillnets improves modeling of selectivity and estimates of mortality rates: a case study using survey data on an endangered stock of Arctic char
title_short Addressing catch mechanisms in gillnets improves modeling of selectivity and estimates of mortality rates: a case study using survey data on an endangered stock of Arctic char
title_full Addressing catch mechanisms in gillnets improves modeling of selectivity and estimates of mortality rates: a case study using survey data on an endangered stock of Arctic char
title_fullStr Addressing catch mechanisms in gillnets improves modeling of selectivity and estimates of mortality rates: a case study using survey data on an endangered stock of Arctic char
title_full_unstemmed Addressing catch mechanisms in gillnets improves modeling of selectivity and estimates of mortality rates: a case study using survey data on an endangered stock of Arctic char
title_sort addressing catch mechanisms in gillnets improves modeling of selectivity and estimates of mortality rates: a case study using survey data on an endangered stock of arctic char
publishDate 2013
url https://orbit.dtu.dk/en/publications/12c38516-aa74-4539-a7c0-a694a6599143
https://doi.org/10.1139/cjfas-2012-0472
genre Arctic
genre_facet Arctic
op_source Jonsson , T , Setzer , M , Pope , J G & Sandström , A 2013 , ' Addressing catch mechanisms in gillnets improves modeling of selectivity and estimates of mortality rates: a case study using survey data on an endangered stock of Arctic char ' , Canadian Journal of Fisheries and Aquatic Sciences , vol. 70 , no. 10 , pp. 1477-1487 . https://doi.org/10.1139/cjfas-2012-0472
op_relation https://orbit.dtu.dk/en/publications/12c38516-aa74-4539-a7c0-a694a6599143
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op_doi https://doi.org/10.1139/cjfas-2012-0472
container_title Canadian Journal of Fisheries and Aquatic Sciences
container_volume 70
container_issue 10
container_start_page 1477
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