Reflectance spectroscopy and machine learning as a tool for the categorization of twin species based on the example of the Diachrysia genus

Krzysztof Dyba,Roman Wąsala,Jan Piekarczyk,Elżbieta Gabała,Magdalena Gawlak,Jarosław Jasiewicz,Henryk Ratajkiewicz

Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy（2022）

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Abstract

•Spectroscopy and machine learning support taxonomic research.•In reflectance spectra only small group of wavelengths provides relevant information.•Features of wing scales are diagnostic for distinguishing between species.•Morphological differences between moths are confirmed the features of chitin.

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Key words

Chemometry,LDA,Random Forest,Lepidoptera,Noctuidae

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