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Novikov V. Yu., Rysakova K. S., Baryshnikov A. V.
Application of the linear method of discriminant analysis of reflectance spectra in the near infrared region for the species identification of fish of the Salmonidae family
DOI: 10.21443/1560-9278-2021-24-4-450-460
Abstract. It is well known that fish belonging to the Salmonidae family differ in their nutritional value. Anatomical and morphological features of different salmon species have a certain similarity; therefore, representatives of this family are most often falsified. Assortment falsification of products from fish of this family is usually carried out by replacing more valuable species with cheaper ones with a reduced nutritional value. Most often, counterfeiting of Atlantic salmon (salmon) by Far Eastern ones (chum salmon, pink salmon, chinook salmon, coho salmon) is found. Near infrared spectroscopy (NIR) is now increasingly used for identification and authentication of closely related organisms, in some cases being a rapid method replacing genetic analysis. We have obtained diffusion reflectance spectra of NIR radiation for three species of fish from the Northern Basin belonging to the salmon family. The best classification by fish species has been obtained by analyzing the NIR spectra of pre-dried fat-free muscle tissue samples. In case of wet samples, the observed differences are less significant, up to insignificant differences in individual values from neighboring clusters. The possibility of using the method of linear discriminant analysis of the NIR reflection spectra of muscle proteins for the species identification of fish has been shown.
Printed reference: Novikov V. Yu., Rysakova K. S., Baryshnikov A. V. Application of the linear method of discriminant analysis of reflectance spectra in the near infrared region for the species identification of fish of the Salmonidae family // Vestnik of MSTU. 2021. V. 24, No 4. P. 450-460.
Electronic reference: Novikov V. Yu., Rysakova K. S., Baryshnikov A. V. Application of the linear method of discriminant analysis of reflectance spectra in the near infrared region for the species identification of fish of the Salmonidae family // Vestnik of MSTU. 2021. V. 24, No 4. P. 450-460. URL: http://vestnik.mstu.edu.ru/v24_4_n89/11_Novikov_450-460.pdf.
