Canadian Journal of Fisheries and Aquatic Sciences · 1983 · 36 citations · 9 references
Natural ResourcesAnimal SciencesZoologyFish BiologySpectroscopyStock AssessmentAnimal IdentificationElemental Composition AnalysisFish Stock AssessmentFishery Data CollectionX-ray Fluorescence AnalysisX-ray SpectroscopyBody Elemental CompositionFish Stock StructureStock Status DeterminationVertebra IdentificationX-ray Emission SpectroscopyX-ray Fluorescence SpectroscopyX-ray Imaging AnalysisX-ray Spectral Analysis
The elemental chemical composition of salmon vertebrae has been measured by X-ray spectroscopy for two mixtures of stocks. Classification of fish to stock based on this composition has an accuracy in the range of 80–95%. Information on the techniques used, X-ray fluorescence spectroscopy and pattern recognition analysis, is presented for a reader with no background in these areas. The advantages and limitations of this method of stock identification are discussed.Key words: X-ray spectroscopy, pattern recognition analysis, stocks, salmon, management
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Nearest neighbor pattern classification
Thomas M. Cover, Peter E. Hart · IEEE Transactions on Information Theory · 1967 · 16.1K citations
Rupert G. Miller · Biometrika · 1974 · 1.4K citations