Development of a Simple Morphometric Model to Identify Sex in Chinook Salmon Returning to Spawn in the Yukon River

Abstract Chinook Salmon Oncorhynchus tshawytscha support major fisheries in the Yukon River in Canada and the United States. Demographic data, including length, age, and sex composition of annual runs underpin management programs tasked with meeting escapement goals and providing for various fisheri...

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Published in:North American Journal of Fisheries Management
Main Authors: Bradley, Catherine A., Brown, Randy J.
Format: Article in Journal/Newspaper
Language:English
Published: Wiley 2021
Subjects:
Online Access:http://dx.doi.org/10.1002/nafm.10669
https://onlinelibrary.wiley.com/doi/pdf/10.1002/nafm.10669
https://onlinelibrary.wiley.com/doi/full-xml/10.1002/nafm.10669
https://afspubs.onlinelibrary.wiley.com/doi/pdf/10.1002/nafm.10669
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spelling crwiley:10.1002/nafm.10669 2024-06-02T08:15:53+00:00 Development of a Simple Morphometric Model to Identify Sex in Chinook Salmon Returning to Spawn in the Yukon River Bradley, Catherine A. Brown, Randy J. 2021 http://dx.doi.org/10.1002/nafm.10669 https://onlinelibrary.wiley.com/doi/pdf/10.1002/nafm.10669 https://onlinelibrary.wiley.com/doi/full-xml/10.1002/nafm.10669 https://afspubs.onlinelibrary.wiley.com/doi/pdf/10.1002/nafm.10669 en eng Wiley http://onlinelibrary.wiley.com/termsAndConditions#vor North American Journal of Fisheries Management volume 41, issue 5, page 1538-1548 ISSN 0275-5947 1548-8675 journal-article 2021 crwiley https://doi.org/10.1002/nafm.10669 2024-05-03T11:46:45Z Abstract Chinook Salmon Oncorhynchus tshawytscha support major fisheries in the Yukon River in Canada and the United States. Demographic data, including length, age, and sex composition of annual runs underpin management programs tasked with meeting escapement goals and providing for various fisheries within the drainage. Numerous sampling projects along the river collect these data annually, most without sacrificing fish. However, substantial error can occur when assigning sex based on observations of secondary sexual characteristics, particularly early in the spawning migration. We sought to develop a quantitative method of analyzing morphology of Chinook Salmon in the Yukon River that would achieve ≥95% accuracy of sex assignment with live fish. We collected snout lengths (SL) and mid‐eye‐to‐fork lengths (MEF) from 2,342 known‐sex fish from six regions of the drainage ranging from 40 to 2,000 km upstream from the sea, including a collection from postspawning fish. We fit three logistic regression models to the data using MEF, the ratio of SL to MEF, and regional group as covariates, including interactions and quadratic terms. Model selection was made using Akaike information criterion and cross‐validation of prediction performance. Accuracy rates of the final quantitative model ranged from 79% for a lower Yukon River group to 92% for the postspawning group. Though short of our accuracy goal, the quantitative method may provide an improvement over existing methods of sex assignments in some regions of the drainage. Lower assignment rates in the lower river may reflect the mixed‐stock composition of the fishery, where samples include fish with both short and long migrations ahead of them. However, we speculate that Chinook Salmon migrating to upper Yukon River spawning areas minimize the expression of secondary sexual characteristics, such as SL in males, and instead allocate their energy reserves to accomplishing the long migrations. Article in Journal/Newspaper Yukon river Yukon Wiley Online Library Canada Yukon North American Journal of Fisheries Management
institution Open Polar
collection Wiley Online Library
op_collection_id crwiley
language English
description Abstract Chinook Salmon Oncorhynchus tshawytscha support major fisheries in the Yukon River in Canada and the United States. Demographic data, including length, age, and sex composition of annual runs underpin management programs tasked with meeting escapement goals and providing for various fisheries within the drainage. Numerous sampling projects along the river collect these data annually, most without sacrificing fish. However, substantial error can occur when assigning sex based on observations of secondary sexual characteristics, particularly early in the spawning migration. We sought to develop a quantitative method of analyzing morphology of Chinook Salmon in the Yukon River that would achieve ≥95% accuracy of sex assignment with live fish. We collected snout lengths (SL) and mid‐eye‐to‐fork lengths (MEF) from 2,342 known‐sex fish from six regions of the drainage ranging from 40 to 2,000 km upstream from the sea, including a collection from postspawning fish. We fit three logistic regression models to the data using MEF, the ratio of SL to MEF, and regional group as covariates, including interactions and quadratic terms. Model selection was made using Akaike information criterion and cross‐validation of prediction performance. Accuracy rates of the final quantitative model ranged from 79% for a lower Yukon River group to 92% for the postspawning group. Though short of our accuracy goal, the quantitative method may provide an improvement over existing methods of sex assignments in some regions of the drainage. Lower assignment rates in the lower river may reflect the mixed‐stock composition of the fishery, where samples include fish with both short and long migrations ahead of them. However, we speculate that Chinook Salmon migrating to upper Yukon River spawning areas minimize the expression of secondary sexual characteristics, such as SL in males, and instead allocate their energy reserves to accomplishing the long migrations.
format Article in Journal/Newspaper
author Bradley, Catherine A.
Brown, Randy J.
spellingShingle Bradley, Catherine A.
Brown, Randy J.
Development of a Simple Morphometric Model to Identify Sex in Chinook Salmon Returning to Spawn in the Yukon River
author_facet Bradley, Catherine A.
Brown, Randy J.
author_sort Bradley, Catherine A.
title Development of a Simple Morphometric Model to Identify Sex in Chinook Salmon Returning to Spawn in the Yukon River
title_short Development of a Simple Morphometric Model to Identify Sex in Chinook Salmon Returning to Spawn in the Yukon River
title_full Development of a Simple Morphometric Model to Identify Sex in Chinook Salmon Returning to Spawn in the Yukon River
title_fullStr Development of a Simple Morphometric Model to Identify Sex in Chinook Salmon Returning to Spawn in the Yukon River
title_full_unstemmed Development of a Simple Morphometric Model to Identify Sex in Chinook Salmon Returning to Spawn in the Yukon River
title_sort development of a simple morphometric model to identify sex in chinook salmon returning to spawn in the yukon river
publisher Wiley
publishDate 2021
url http://dx.doi.org/10.1002/nafm.10669
https://onlinelibrary.wiley.com/doi/pdf/10.1002/nafm.10669
https://onlinelibrary.wiley.com/doi/full-xml/10.1002/nafm.10669
https://afspubs.onlinelibrary.wiley.com/doi/pdf/10.1002/nafm.10669
geographic Canada
Yukon
geographic_facet Canada
Yukon
genre Yukon river
Yukon
genre_facet Yukon river
Yukon
op_source North American Journal of Fisheries Management
volume 41, issue 5, page 1538-1548
ISSN 0275-5947 1548-8675
op_rights http://onlinelibrary.wiley.com/termsAndConditions#vor
op_doi https://doi.org/10.1002/nafm.10669
container_title North American Journal of Fisheries Management
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