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Identity Confirmation of a Branded, Fermented Cereal Product by UV Spectroscopy: A Feasibility Study Involving a Trappist Beer.
- Source :
-
Journal of the Institute of Brewing . 2010, Vol. 116 Issue 1, p56-61. 6p. 2 Charts, 3 Graphs. - Publication Year :
- 2010
-
Abstract
- Brand protection is important for a food processor; trust in brand identity is essential for consumer confidence. In this study, the combination of UV spectroscopy and multivariate mathematics was investigated to confirm the identity of a processed cereal product-a Trappist beer. Samples (52) of Rochefort 8, other Rochefort and non-Rochefort beers, diluted 1:100 with distilled water, were analysed by UV spectroscopy (220-400 nm). Partial least squares discriminant analysis (PLS-DA) and soft independent modelling of class analogy (SIMCA) multivariate methods were applied separately to confirm the identity of Rochefort 8 beer. Spectral data were analysed in both raw and standard normal variate (SNV) pre-treated forms. Using PLS-DA, a twostage modelling procedure was applied involving initial classification as either Rochefort or non-Rochefort followed by classification within the Rochefort class as Rochefort 8 or non-Rochefort 8. Correct classification rates for these two steps were (a) 100 and 94.4% and (b) 90.9 and 100% respectively. Applying the 3 principal component SIMCA model to the 8 test Rochefort and all of the non-Rochefort (n = 36) samples, 6 of the 8 Rochefort beers were correctly classified (75%; p = 0.05) but only two of the 36 non-Rochefort beers were wrongly classified as Rochefort (correct classification rate of 94.4%). [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 00469750
- Volume :
- 116
- Issue :
- 1
- Database :
- Academic Search Index
- Journal :
- Journal of the Institute of Brewing
- Publication Type :
- Academic Journal
- Accession number :
- 59336884
- Full Text :
- https://doi.org/10.1002/j.2050-0416.2010.tb00398.x