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Similarities between Line Fishing and Baited Stereo-Video Estimations of Length-Frequency: Novel Application of Kernel Density Estimates

Age structure data is essential for single species stock assessments but length-frequency data can provide complementary information. In south-western Australia, the majority of these data for exploited species are derived from line caught fish. However, baited remote underwater stereo-video systems...

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Autores principales: Langlois, Timothy J., Fitzpatrick, Benjamin R., Fairclough, David V., Wakefield, Corey B., Hesp, S. Alex, McLean, Dianne L., Harvey, Euan S., Meeuwig, Jessica J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3510158/
https://www.ncbi.nlm.nih.gov/pubmed/23209547
http://dx.doi.org/10.1371/journal.pone.0045973
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author Langlois, Timothy J.
Fitzpatrick, Benjamin R.
Fairclough, David V.
Wakefield, Corey B.
Hesp, S. Alex
McLean, Dianne L.
Harvey, Euan S.
Meeuwig, Jessica J.
author_facet Langlois, Timothy J.
Fitzpatrick, Benjamin R.
Fairclough, David V.
Wakefield, Corey B.
Hesp, S. Alex
McLean, Dianne L.
Harvey, Euan S.
Meeuwig, Jessica J.
author_sort Langlois, Timothy J.
collection PubMed
description Age structure data is essential for single species stock assessments but length-frequency data can provide complementary information. In south-western Australia, the majority of these data for exploited species are derived from line caught fish. However, baited remote underwater stereo-video systems (stereo-BRUVS) surveys have also been found to provide accurate length measurements. Given that line fishing tends to be biased towards larger fish, we predicted that, stereo-BRUVS would yield length-frequency data with a smaller mean length and skewed towards smaller fish than that collected by fisheries-independent line fishing. To assess the biases and selectivity of stereo-BRUVS and line fishing we compared the length-frequencies obtained for three commonly fished species, using a novel application of the Kernel Density Estimate (KDE) method and the established Kolmogorov–Smirnov (KS) test. The shape of the length-frequency distribution obtained for the labrid Choerodon rubescens by stereo-BRUVS and line fishing did not differ significantly, but, as predicted, the mean length estimated from stereo-BRUVS was 17% smaller. Contrary to our predictions, the mean length and shape of the length-frequency distribution for the epinephelid Epinephelides armatus did not differ significantly between line fishing and stereo-BRUVS. For the sparid Pagrus auratus, the length frequency distribution derived from the stereo-BRUVS method was bi-modal, while that from line fishing was uni-modal. However, the location of the first modal length class for P. auratus observed by each sampling method was similar. No differences were found between the results of the KS and KDE tests, however, KDE provided a data-driven method for approximating length-frequency data to a probability function and a useful way of describing and testing any differences between length-frequency samples. This study found the overall size selectivity of line fishing and stereo-BRUVS were unexpectedly similar.
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spelling pubmed-35101582012-12-03 Similarities between Line Fishing and Baited Stereo-Video Estimations of Length-Frequency: Novel Application of Kernel Density Estimates Langlois, Timothy J. Fitzpatrick, Benjamin R. Fairclough, David V. Wakefield, Corey B. Hesp, S. Alex McLean, Dianne L. Harvey, Euan S. Meeuwig, Jessica J. PLoS One Research Article Age structure data is essential for single species stock assessments but length-frequency data can provide complementary information. In south-western Australia, the majority of these data for exploited species are derived from line caught fish. However, baited remote underwater stereo-video systems (stereo-BRUVS) surveys have also been found to provide accurate length measurements. Given that line fishing tends to be biased towards larger fish, we predicted that, stereo-BRUVS would yield length-frequency data with a smaller mean length and skewed towards smaller fish than that collected by fisheries-independent line fishing. To assess the biases and selectivity of stereo-BRUVS and line fishing we compared the length-frequencies obtained for three commonly fished species, using a novel application of the Kernel Density Estimate (KDE) method and the established Kolmogorov–Smirnov (KS) test. The shape of the length-frequency distribution obtained for the labrid Choerodon rubescens by stereo-BRUVS and line fishing did not differ significantly, but, as predicted, the mean length estimated from stereo-BRUVS was 17% smaller. Contrary to our predictions, the mean length and shape of the length-frequency distribution for the epinephelid Epinephelides armatus did not differ significantly between line fishing and stereo-BRUVS. For the sparid Pagrus auratus, the length frequency distribution derived from the stereo-BRUVS method was bi-modal, while that from line fishing was uni-modal. However, the location of the first modal length class for P. auratus observed by each sampling method was similar. No differences were found between the results of the KS and KDE tests, however, KDE provided a data-driven method for approximating length-frequency data to a probability function and a useful way of describing and testing any differences between length-frequency samples. This study found the overall size selectivity of line fishing and stereo-BRUVS were unexpectedly similar. Public Library of Science 2012-11-29 /pmc/articles/PMC3510158/ /pubmed/23209547 http://dx.doi.org/10.1371/journal.pone.0045973 Text en © 2012 Langlois et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Langlois, Timothy J.
Fitzpatrick, Benjamin R.
Fairclough, David V.
Wakefield, Corey B.
Hesp, S. Alex
McLean, Dianne L.
Harvey, Euan S.
Meeuwig, Jessica J.
Similarities between Line Fishing and Baited Stereo-Video Estimations of Length-Frequency: Novel Application of Kernel Density Estimates
title Similarities between Line Fishing and Baited Stereo-Video Estimations of Length-Frequency: Novel Application of Kernel Density Estimates
title_full Similarities between Line Fishing and Baited Stereo-Video Estimations of Length-Frequency: Novel Application of Kernel Density Estimates
title_fullStr Similarities between Line Fishing and Baited Stereo-Video Estimations of Length-Frequency: Novel Application of Kernel Density Estimates
title_full_unstemmed Similarities between Line Fishing and Baited Stereo-Video Estimations of Length-Frequency: Novel Application of Kernel Density Estimates
title_short Similarities between Line Fishing and Baited Stereo-Video Estimations of Length-Frequency: Novel Application of Kernel Density Estimates
title_sort similarities between line fishing and baited stereo-video estimations of length-frequency: novel application of kernel density estimates
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3510158/
https://www.ncbi.nlm.nih.gov/pubmed/23209547
http://dx.doi.org/10.1371/journal.pone.0045973
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