Hierarchical model detects decadal changes in calibration relationships of single-pass electrofishing indices of abundance of Atlantic salmon in two large Canadian catchments

Electrofishing is a commonly used technique to assess freshwater fish population abundance, and in many programs, there has been a shift in the sampling methodologies towards less laborious techniques. These new techniques usually only provide an index of abundance and require calibration with other...

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Published in:Canadian Journal of Fisheries and Aquatic Sciences
Main Authors: Dauphin, Guillaume J.R., Chaput, Gérald, Breau, Cindy, Cunjak, Richard A.
Format: Article in Journal/Newspaper
Language:English
Published: Canadian Science Publishing 2019
Subjects:
Online Access:http://dx.doi.org/10.1139/cjfas-2017-0456
http://www.nrcresearchpress.com/doi/full-xml/10.1139/cjfas-2017-0456
http://www.nrcresearchpress.com/doi/pdf/10.1139/cjfas-2017-0456
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spelling crcansciencepubl:10.1139/cjfas-2017-0456 2024-06-23T07:51:17+00:00 Hierarchical model detects decadal changes in calibration relationships of single-pass electrofishing indices of abundance of Atlantic salmon in two large Canadian catchments Dauphin, Guillaume J.R. Chaput, Gérald Breau, Cindy Cunjak, Richard A. 2019 http://dx.doi.org/10.1139/cjfas-2017-0456 http://www.nrcresearchpress.com/doi/full-xml/10.1139/cjfas-2017-0456 http://www.nrcresearchpress.com/doi/pdf/10.1139/cjfas-2017-0456 en eng Canadian Science Publishing http://www.nrcresearchpress.com/page/about/CorporateTextAndDataMining Canadian Journal of Fisheries and Aquatic Sciences volume 76, issue 4, page 523-542 ISSN 0706-652X 1205-7533 journal-article 2019 crcansciencepubl https://doi.org/10.1139/cjfas-2017-0456 2024-06-06T04:11:16Z Electrofishing is a commonly used technique to assess freshwater fish population abundance, and in many programs, there has been a shift in the sampling methodologies towards less laborious techniques. These new techniques usually only provide an index of abundance and require calibration with other sampling methods such as successive removal to be used for absolute abundance estimation. Using data for juvenile Atlantic salmon (Salmo salar) collected in 400 sites sampled over 21 years in two large Canadian river catchments with a single sampling protocol, we developed a hierarchical Bayesian model to account for effort, day of sampling, area of the site, and catchment effects on the relationship between the single-pass index of abundance and the fish densities, thereby illustrating the importance of carrying out a calibration exercise on a regular basis. Our work indicates that calibration relationships can change over time even with standardized sampling protocols and that these directional changes in important components of the sampling procedure can bias the estimate of population abundance and misinform the understanding of population dynamics. Article in Journal/Newspaper Atlantic salmon Salmo salar Canadian Science Publishing Canadian Journal of Fisheries and Aquatic Sciences 76 4 523 542
institution Open Polar
collection Canadian Science Publishing
op_collection_id crcansciencepubl
language English
description Electrofishing is a commonly used technique to assess freshwater fish population abundance, and in many programs, there has been a shift in the sampling methodologies towards less laborious techniques. These new techniques usually only provide an index of abundance and require calibration with other sampling methods such as successive removal to be used for absolute abundance estimation. Using data for juvenile Atlantic salmon (Salmo salar) collected in 400 sites sampled over 21 years in two large Canadian river catchments with a single sampling protocol, we developed a hierarchical Bayesian model to account for effort, day of sampling, area of the site, and catchment effects on the relationship between the single-pass index of abundance and the fish densities, thereby illustrating the importance of carrying out a calibration exercise on a regular basis. Our work indicates that calibration relationships can change over time even with standardized sampling protocols and that these directional changes in important components of the sampling procedure can bias the estimate of population abundance and misinform the understanding of population dynamics.
format Article in Journal/Newspaper
author Dauphin, Guillaume J.R.
Chaput, Gérald
Breau, Cindy
Cunjak, Richard A.
spellingShingle Dauphin, Guillaume J.R.
Chaput, Gérald
Breau, Cindy
Cunjak, Richard A.
Hierarchical model detects decadal changes in calibration relationships of single-pass electrofishing indices of abundance of Atlantic salmon in two large Canadian catchments
author_facet Dauphin, Guillaume J.R.
Chaput, Gérald
Breau, Cindy
Cunjak, Richard A.
author_sort Dauphin, Guillaume J.R.
title Hierarchical model detects decadal changes in calibration relationships of single-pass electrofishing indices of abundance of Atlantic salmon in two large Canadian catchments
title_short Hierarchical model detects decadal changes in calibration relationships of single-pass electrofishing indices of abundance of Atlantic salmon in two large Canadian catchments
title_full Hierarchical model detects decadal changes in calibration relationships of single-pass electrofishing indices of abundance of Atlantic salmon in two large Canadian catchments
title_fullStr Hierarchical model detects decadal changes in calibration relationships of single-pass electrofishing indices of abundance of Atlantic salmon in two large Canadian catchments
title_full_unstemmed Hierarchical model detects decadal changes in calibration relationships of single-pass electrofishing indices of abundance of Atlantic salmon in two large Canadian catchments
title_sort hierarchical model detects decadal changes in calibration relationships of single-pass electrofishing indices of abundance of atlantic salmon in two large canadian catchments
publisher Canadian Science Publishing
publishDate 2019
url http://dx.doi.org/10.1139/cjfas-2017-0456
http://www.nrcresearchpress.com/doi/full-xml/10.1139/cjfas-2017-0456
http://www.nrcresearchpress.com/doi/pdf/10.1139/cjfas-2017-0456
genre Atlantic salmon
Salmo salar
genre_facet Atlantic salmon
Salmo salar
op_source Canadian Journal of Fisheries and Aquatic Sciences
volume 76, issue 4, page 523-542
ISSN 0706-652X 1205-7533
op_rights http://www.nrcresearchpress.com/page/about/CorporateTextAndDataMining
op_doi https://doi.org/10.1139/cjfas-2017-0456
container_title Canadian Journal of Fisheries and Aquatic Sciences
container_volume 76
container_issue 4
container_start_page 523
op_container_end_page 542
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