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      <marc:subfield code="a">Arbeider, Michael, </marc:subfield>
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      <marc:subfield code="a">Assessment and redevelopment of visual survey expansion factors and a summary of current interpolation methods for Fraser River sockeye (Oncorhynchus nerka) spawner estimates / </marc:subfield>
      <marc:subfield code="c">Michael Arbeider, Brian Leaf, Tanya Vivian, Sean Everitt, Marissa Glavas, Brit van Amerom, Daniel Doutaz, Kaitlyn Dionne, A. Scott Decker.</marc:subfield>
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      <marc:subfield code="a">Kamloops, BC : </marc:subfield>
      <marc:subfield code="b">Fraser and Interior Area Stock Assessment, Pacific Region, Fisheries and Oceans Canada, </marc:subfield>
      <marc:subfield code="c">2026.</marc:subfield>
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      <marc:subfield code="c">©2026</marc:subfield>
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      <marc:subfield code="a">Canadian technical report of fisheries and aquatic sciences, </marc:subfield>
      <marc:subfield code="x">1488-5379 ; </marc:subfield>
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      <marc:subfield code="a">Includes bibliographical references (pages 46-51).</marc:subfield>
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      <marc:subfield code="a">"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.</marc:subfield>
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      <marc:subfield code="a">Includes abstract in French.</marc:subfield>
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      <marc:subfield code="a">Sockeye salmon</marc:subfield>
      <marc:subfield code="z">British Columbia</marc:subfield>
      <marc:subfield code="z">Fraser River.</marc:subfield>
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      <marc:subfield code="a">Fish populations</marc:subfield>
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      <marc:subfield code="a">Fish surveys</marc:subfield>
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      <marc:subfield code="z">Fraser River.</marc:subfield>
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      <marc:subfield code="a">Saumon rouge</marc:subfield>
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      <marc:subfield code="a">Inventaires ichtyologiques</marc:subfield>
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      <marc:subfield code="z">Fraser, Fleuve.</marc:subfield>
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      <marc:subfield code="a">Canada. </marc:subfield>
      <marc:subfield code="b">Department of Fisheries and Oceans. </marc:subfield>
      <marc:subfield code="b">Pacific Region, </marc:subfield>
      <marc:subfield code="e">issuing body.</marc:subfield>
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      <marc:subfield code="a">Canadian technical report of fisheries and aquatic sciences ;</marc:subfield>
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      <marc:subfield code="u">https://doi.org/10.60825/1kyf-kv54</marc:subfield>
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