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Botanical origin characterisation of tannins using infrared spectroscopy
- Source :
- Food chemistry. 267
- Publication Year :
- 2017
-
Abstract
- Different approaches to analysing the botanical origin of tannins have been proposed in the last fifteen years, but are generally time consuming and require the use of advanced instrumentation. This study aims to suggest an effective, easy, rapid and cheap method based on the acquisition of FT-IR spectra of 3g/L hydroalcoholic tannin solutions, overcoming possible disadvantages due to sample or particle size inhomogeneity. 114 commercial powder tannins from 7 different botanical sources (oak, chestnut, gall, quebracho, tea, grape skin and grape seed) were collected and the FT-IR spectra were acquired in the region 926-5011cm-1. Partial Least Squares regression, Discriminant Analysis and Artificial Neural Networks were applied to FT-IR spectra to investigate the possibility of differentiating the 7 botanical origins. The best results were obtained using Discriminant Analysis, with 95% correct re-classification, and 97% grouping of grape skin and seed in a single source.
- Subjects :
- Infrared spectroscopy
01 natural sciences
Botanical origin
Analytical Chemistry
Commercial tannins
0404 agricultural biotechnology
Partial least squares regression
Botany
Spectroscopy, Fourier Transform Infrared
Tannin
Settore CHIM/10 - CHIMICA DEGLI ALIMENTI
Grape seed
chemistry.chemical_classification
Chemistry
Plant Extracts
010401 analytical chemistry
04 agricultural and veterinary sciences
General Medicine
Linear discriminant analysis
040401 food science
0104 chemical sciences
Horticulture
Ft ir spectroscopy
FT-IR spectroscopy
Tannins
Food Science
Subjects
Details
- ISSN :
- 18737072
- Volume :
- 267
- Database :
- OpenAIRE
- Journal :
- Food chemistry
- Accession number :
- edsair.doi.dedup.....ad8a95edc371e73bcba2d7212b78994b