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Assessment and redevelopment of visual survey expansion factors and a summary of current interpolation methods for Fraser River sockeye (Oncorhynchus nerka) spawner estimates / Michael Arbeider, Brian...Fs97-6/3767E-PDF

"This report introduces a methodical approach to select system-characteristic-specific expansion methods, using a paired-estimates database (n=162) and ranking models’ performance. The updated approach reduced bias (mean-percent-error) from -13.3% to -0.5% and improved accuracy (mean-absolute-percent-error) from 30.2% to 24.5%. Precision of estimates was overestimated. Standardized application rules to account for caveats within the framework were developed from test application to the 2024 data. Alternative approaches or adjustments may be required when systems exceed the characteristics represented in the database or where the system characteristics consistently resulted in bias or low accuracy"--Abstract, page v.

Permanent link to this Catalogue record:
publications.gc.ca/pub?id=9.961408&sl=0

Publication information
Department/Agency
  • Canada. Department of Fisheries and Oceans. Pacific Region, issuing body.
TitleAssessment and redevelopment of visual survey expansion factors and a summary of current interpolation methods for Fraser River sockeye (Oncorhynchus nerka) spawner estimates / Michael Arbeider, Brian Leaf, Tanya Vivian, Sean Everitt, Marissa Glavas, Brit van Amerom, Daniel Doutaz, Kaitlyn Dionne, A. Scott Decker.
Series title
  • Canadian technical report of fisheries and aquatic sciences, 1488-5379 ; 3767
Publication typeMonograph - View Master Record
Language[English]
FormatDigital text
Electronic document
Note(s)
  • Includes bibliographical references (pages 46-51).
  • Includes abstract in French.
Publishing information
  • Kamloops, BC : Fraser and Interior Area Stock Assessment, Pacific Region, Fisheries and Oceans Canada, 2026.
  • ©2026
Author / Contributor
  • Arbeider, Michael, author.
Description1 online resource (vi, 119 pages) : charts.
ISBN9780660992785
Catalogue number
  • Fs97-6/3767E-PDF
Subject terms
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