Authenticity of PGI "Clementine of Calabria" by Multielement Fingerprint

被引:39
作者
Benabdelkamel, Hicham [1 ]
Di Donna, Leonardo [1 ]
Mazzotti, Fabio [1 ]
Naccarato, Attilio [1 ]
Sindona, Giovanni [1 ]
Tagarelli, Antonio [1 ]
Taverna, Domenico [1 ]
机构
[1] Univ Calabria, Dipartimento Chim, I-87030 Arcavacata Di Rende, CS, Italy
关键词
clementine; trace elements; authenticity; statistical analysis; classification; protected geographical indications; NEAR-INFRARED SPECTROSCOPY; VIRGIN OLIVE OIL; ORANGE JUICE; GEOGRAPHICAL ORIGIN; MULTIVARIATE-ANALYSIS; TRACE-ELEMENTS; DISCRIMINANT-ANALYSIS; STATISTICAL-ANALYSIS; BIOACTIVE COMPOUNDS; MASS-SPECTROMETRY;
D O I
10.1021/jf2050075
中图分类号
S [农业科学];
学科分类号
082806 [农业信息与电气工程];
摘要
Clementine is a citrus fruit that has found a peculiar habitat in specific areas of Calabria, a region located in southern Italy. Due to its peculiar characteristics it was recently awarded with protected geographical indications (PGI) from the European Union. In this work, stepwise linear discriminant analysis (S-LDA), soft independent modeling of class analogy (SIMCA), and partial least-squares discriminant analysis (PLS-DA) were used to build chemometric models able to protect PGI Clementine from others of different origin. Accordingly, the concentration of 24-26 elements was determined in peel and juice samples, respectively, obtained from Calabrian PGI clementine and from fruits cultivated in Algeria, Tunisia, and Spain. A cross-validation procedure has shown very satisfactory values of prediction ability for both S-LDA (96.6% for juice samples and 100% for peel samples) and SIMCA (100% for both peel and juice samples). PLS-DA models also yielded satisfactory results.
引用
收藏
页码:3717 / 3726
页数:10
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