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Prediction of phenolic composition of shiraz wines using attenuated total reflectance mid-infrared (ATR-MIR) spectroscopy
journal contribution
posted on 2017-12-11, 00:00 authored by R Ristic, Daniel Cozzolino, DW Jeffery, JM Gambetta, SEP BastianPhenolic compounds play a critical role in determining red wine color, taste, flavor, and mouthfeel sensory attributes. Additionally, they contribute to wine aging and provide wine stability. This study evaluated the use of an attenuated total reflection (ATR) mid-infrared (MIR) spectroscopy to measure phenolic compounds in Shiraz wine samples of different quality levels obtained from 24 Australian wine geographical indications. Partial least squares (PLS) regression using the second derivative of the whole MIR spectrum produced the coefficient of determination (R2) in calibration and standard error in cross-validation (SECV) for different attributes. In particular, SO2-resistant pigments had R2 = 0.58 (SECV=0.58 au), total anthocyanins had R2 = 0.61 (SECV=32 mg/L), wine color density had R2 = 0.51 (SECV=0.56 au), and total phenolics had R2 = 0.60 (SECV=5.7 au). These results demonstrated the potential use of ATR-MIR spectroscopy with PLS regression as a rapid method to measure important parameters related to red wine phenolic composition and wine quality. © 2016 by the American Society for Enology and Viticulture. All rights reserved.
History
Volume
67Issue
4Start Page
460End Page
465Number of Pages
6eISSN
1943-7749ISSN
0002-9254Publisher
American Society for Enology and Viticulture, USAPublisher DOI
Peer Reviewed
- Yes
Open Access
- No
External Author Affiliations
University of AdelaideAuthor Research Institute
- Institute for Future Farming Systems
Era Eligible
- Yes
Journal
American Journal of Enology and ViticultureUsage metrics
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