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Discriminant Analysis of the Geographical Origin of Asian Red Pepper Powders Using Second-Derivative FT-IR Spectroscopy

Authors :
Miso Kim
Junyoung Hong
Dongwon Lee
Sohyun Kim
Hyang Sook Chun
Yoon-Ho Cho
Byung Hee Kim
Sangdoo Ahn
Source :
Foods, Vol 10, Iss 5, p 1034 (2021)
Publication Year :
2021
Publisher :
MDPI AG, 2021.

Abstract

This study aimed to discriminate between the geographical origins of Asian red pepper powders distributed in Korea using Fourier-transform infrared (FT-IR) spectroscopy coupled with multivariate statistical analyses. Second-derivative spectral data were obtained from a total of 105 red pepper powder samples, 86 of which were used for statistical analysis, and the remaining 19 were used for blind testing. A one-way analysis of variance (ANOVA) test confirmed that eight peak variables exhibited significant origin-dependent differences, and the canonical discriminant functions derived from these variables were used to correctly classify all the red pepper powder samples based on their origins. The applicability of the canonical discriminant functions was examined by performing a blind test wherein the origins of 19 new red pepper powder samples were correctly classified. For simplicity, the four most significant variables were selected as discriminant indicator variables, and the applicable range for each indicator variable was set for each geographical origin. By applying the indicator variable ranges, the origins of the red pepper powders of all the statistical and blind samples were correctly identified. The study findings indicate the feasibility of using FT-IR spectroscopy in combination with multivariate analysis for identifying the geographical origins of red pepper powders.

Details

Language :
English
ISSN :
23048158
Volume :
10
Issue :
5
Database :
Directory of Open Access Journals
Journal :
Foods
Publication Type :
Academic Journal
Accession number :
edsdoj.f21bd3a4c0eb4810a60bd915eb15fc65
Document Type :
article
Full Text :
https://doi.org/10.3390/foods10051034