Spectralprint techniques coupled with chemometric tools for vinegar classifications

被引:6
|
作者
Mascareli, Vinicius Avanzi Barbosa [1 ]
Galvan, Diego [2 ,8 ]
Andrade, Jelmir Craveiro de [3 ,4 ,5 ]
Lelis, Carini [3 ,4 ,5 ]
Conte-Junior, Carlos Adam [3 ,4 ,5 ]
Lopes, Giancarlo Michelino Gaeta
Macedo Jr, Fernando Cesar de [6 ,7 ]
Spinosa, Wilma Aparecida [1 ]
机构
[1] State Univ Londrina UEL, Dept Food Sci & Technol, BR-86057970 Londrina, PR, Brazil
[2] Fed Univ Mato Grosso Do Sul UFMS, Inst Chem, BR-79070900 Campo Grande, MS, Brazil
[3] Fed Univ Rio De Janeiro UFRJ, Inst Chem IQ, Analyt & Mol Laboratorial Ctr CLAn, Cidade Univ, BR-21941909 Rio De Janeiro, RJ, Brazil
[4] Fed Univ Rio De Janeiro UFRJ, Ctr Food Anal NAL, Technol Dev Support Lab LADETEC, Cidade Univ, BR-21941598 Rio De Janeiro, RJ, Brazil
[5] Fed Univ Rio Janeiro UFRJ, Inst Chem IQ, Grad Program Chem PGQu, Cidade Univ, BR-21941909 Rio De Janeiro, RJ, Brazil
[6] State Univ Londrina UEL, Dept Elect Engn, BR-86057970 Londrina, PR, Brazil
[7] State Univ Londrina UEL, Dept Chem, BR-86057970 Londrina, PR, Brazil
[8] Univ Fed Mato Grosso do Sul, Inst Chem, Campo Grande, Brazil
关键词
Fingerprint; Spectroscopic technique; Multivariate analysis; Quality control; ComDim; Organic product; Aging; Fruit fermented; TRADITIONAL BALSAMIC VINEGAR; NEAR-INFRARED SPECTROSCOPY; WINE VINEGARS; ACETIC-ACID; NMR; AUTHENTICATION; PRODUCTS; FTIR; ATR;
D O I
10.1016/j.foodchem.2022.135373
中图分类号
O69 [应用化学];
学科分类号
081704 ;
摘要
Vinegar is a versatile product used for food preservation, cooking, healthcare, and cleaning. In this study, 80 vinegar of different raw materials, aging time, and for the first time by the agronomic method of raw material cultivation were classified by spectralprint techniques with chemometrics. Datasets were obtained by proton nuclear magnetic resonance (1H NMR), Fourier transforms mid-infrared (FT-IR), near-infrared (NIR), and ultraviolet-visible (UV-vis); then evaluated by common dimension (ComDim) and partial least squares -discriminant analysis (PLS-DA). NMR with PLS-DA had the best prediction performance compared to other techniques, with accuracy values between 92.3 and 100 %, followed by FT-IR and UV-vis of 80.8 and 96.0 % and NIR between 69.2 and 84.0 %. The results indicated that the classification of vinegar according to the agronomic cultivation method is more complex than aging time or raw material. However, any of these spectralprint techniques have demonstrated that they can be used in the classification of vinegar.
引用
收藏
页数:9
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