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CHEMOMETRIC STUDIES FOR QUALITY CONTROL OF PROCESSED BRAZILIAN COFFEES USING DRIFTS.
- Source :
- Journal of Food Quality; Apr2010, Vol. 33 Issue 2, p212-227, 16p, 1 Chart, 4 Graphs
- Publication Year :
- 2010
-
Abstract
- In this work, the potential of mid-infrared diffuse reflectance spectroscopy with Fourier transform for discrimination of 29 commercial Brazilian coffee samples with different industrial processing, i.e., caffeine extraction and roasting degree, was evaluated. The statistical treatments applied to pre-treated spectral data were principal component analysis and partial least squares – discriminant analysis (PLS-DA). The ordered predictors selection method was used for variable selection. The chemometric analyses of the mid-infra-red spectra allowed inferring on the lower carbohydrate, caffeine and chlorogenic acid concentration as well as on the higher water content in the decaffeinated coffee. The technique also allowed speculation on the higher lipid and lower water content in the dark roasted coffee compared with traditional roasted coffee. A clear discrimination of decaffeinated from medium and dark roasted coffees was observed in PC1. PLS-DA was used for the discrimination between medium and dark roasted coffees. A model with one latent variable correctly classified 100% of the external validation and prediction samples according to their roasting degree. PRACTICAL APPLICATIONS Diffuse reflectance mid infrared spectroscopy (DRIFTS), principal component analysis and partial least squares were successfully applied to discriminate decaffeinated coffees from nondecaffeinated coffees and to discriminate roasted coffees by their roasting degree. This study have shown that DRIFTS coupled with chemometrics consists in a simple and straightforward analytical method for monitoring the roasted coffee authenticity, and the results could help in developing an alternative and inexpensive method for quality control of coffee products. [ABSTRACT FROM AUTHOR]
- Subjects :
- COFFEE
REFLECTANCE spectroscopy
FOURIER transform spectroscopy
ROASTING (Cooking)
Subjects
Details
- Language :
- English
- ISSN :
- 01469428
- Volume :
- 33
- Issue :
- 2
- Database :
- Complementary Index
- Journal :
- Journal of Food Quality
- Publication Type :
- Academic Journal
- Accession number :
- 49088888
- Full Text :
- https://doi.org/10.1111/j.1745-4557.2010.00309.x