Controlling protected designation of origin of wine by Raman spectroscopy

被引:70
作者
Mandrile, Luisa [1 ,3 ]
Zeppa, Giuseppe [2 ]
Giovannozzi, Andrea Mario [3 ]
Rossi, Andrea Mario [3 ]
机构
[1] Univ Turin, Dept Drug Sci & Technol, Via Giuria 9, I-10125 Turin, Italy
[2] Dipartimento Sci Agr Forestali & Alimentari DISAF, Microbiol Agr & Tecnol Alimentari, Largo Paolo Braccini 2, I-10095 Grugliasco, TO, Italy
[3] Ist Nazl Ric Metrol, Qual Life Div, Food Metrol Program, Str Cacce 91, I-10135 Turin, Italy
关键词
Wine; Raman spectroscopy; Food traceability; Chemometrics; Fingerprint; VISIBLE SPECTROSCOPY; RED WINES; DIFFERENTIATION; CLASSIFICATION; PHENOLICS; SPECTRA; ETHANOL; FTIR; NMR; NIR;
D O I
10.1016/j.foodchem.2016.05.011
中图分类号
O69 [应用化学];
学科分类号
081704 ;
摘要
In this paper, a Fourier Transform Raman spectroscopy method, to authenticate the provenience of wine, for food traceability applications was developed. In particular, due to the specific chemical fingerprint of the Raman spectrum, it was possible to discriminate different wines produced in the Piedmont area (North West Italy) in accordance with i) grape varieties, ii) production area and iii) ageing time. In order to create a consistent training set, more than 300 samples from tens of different producers were analyzed, and a chemometric treatment of raw spectra was applied. A discriminant analysis method was employed in the classification procedures, providing a classification capability (percentage of correct answers) of 90% for validation of grape analysis and geographical area provenance, and a classification capability of 84% for ageing time classification. The present methodology was applied successfully to raw materials without any preliminary treatment of the sample, providing a response in a very short time. (C) 2016 Elsevier Ltd. All rights reserved.
引用
收藏
页码:260 / 267
页数:8
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