Identification of adulteration in ground roasted coffees using UV-Vis spectroscopy and SPA-LDA

被引:64
作者
de Carvalho Polari Souto, Urijatan Teixeira [1 ]
Barbosa, Mayara Ferreira [1 ]
Dantas, Hebertty Vieira [1 ]
de Pontes, Aline Santos [1 ]
Lyra, Wellington da Silva [1 ]
Goncalves Dias Diniz, Paulo Henrique [2 ]
Ugulino de Araujo, Mario Cesar [1 ]
da Silva, Edvan Cirino [1 ]
机构
[1] Univ Fed Paraiba, Dept Quim, BR-58051970 Joao Pessoa, Paraiba, Brazil
[2] Univ Estadual Paraiba, Ctr Ciencia & Tecnol, Dept Quim, BR-58429500 Campina Grande, PB, Brazil
关键词
Ground roasted coffee; Adulteration; UV-Vis spectroscopy; Successive Projections Algorithm; Linear Discriminant Analysis; CHLOROGENIC ACID; SENSORY ANALYSIS; CAFFEINE; TRIGONELLINE; MELANOIDINS; PERFORMANCE; MECHANISMS; ARABICA; BREWS; HPLC;
D O I
10.1016/j.lwt.2015.04.003
中图分类号
TS2 [食品工业];
学科分类号
0832 ;
摘要
The pleasant taste and flavor of coffee are responsible for making it one of the most preferred and consumed beverages around the world. Industrial coffee plants usually roast both coffee and adulterants together, which affects directly the quality of the product, specially the sensorial characteristics of the drink. Therefore, this work aims the identification of adulterations in ground roasted coffees (due to the presence of husks and sticks) using ultraviolet visible spectroscopy and the Successive Projections Algorithm for variable selection in association with Linear Discriminant Analysis (SPA-LDA). For this purpose, extracts of ground roasted coffees prepared in hot water alone (representing the final product as ingested by the consumers) were then analyzed. The proposed methodology obtained a 100% classification in both training and test sets, providing a simple and fast analysis of the aqueous extracts of ground roasted coffees. Moreover, it can also afford security to coffee consumers and regulatory agencies, preventing the fraudulent labeling. (C) 2015 Published by Elsevier Ltd.
引用
收藏
页码:1037 / 1041
页数:5
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