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Combining Electronic Tongue Array and Chemometrics for Discriminating the Specific Geographical Origins of Green Tea

机译:结合电子舌阵和化学计量学,以辨别绿茶特定地理起源

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摘要

The feasibility of electronic tongue and multivariate analysis was investigated for discriminating the specific geographical origins of a Chinese green tea with Protected Designation of Origin (PDO). 155 Longjing tea samples from three subareas were collected and analyzed by an electronic tongue array of 7 sensors. To remove the influence of abnormal measurements and samples, robust principal component analysis (ROBPCA) was used to detect outliers in each class. Partial least squares discriminant analysis (PLSDA) was then used to develop a classification model. The prediction sensitivity/specificity of PLSDA was 1.000/1.000, 1.000/0.967, and 0.950/1.000 for longjing from Xihu, Qiantang, and Yuezhou, respectively. Electronic tongue and chemometrics can provide a rapid and reliable tool for discriminating the specific producing areas of Longjing.
机译:研究了电子舌和多变量分析的可行性,以辨别中国绿茶的特定地理起源,具有受保护的原产地(PDO)。收集来自三个蛛网的龙井茶样品,并通过7个传感器的电子舌阵列分析。为了消除异常测量和样本的影响,鲁棒主成分分析(Robpca)用于检测每个类中的异常值。然后使用局部最小二乘判别分析(PLSDA)来开发分类模型。 PLSDA的预测敏感性/特异性分别为江苏,钱塘和岳州的龙井龙井的1.000 / 1.000,1.000 / 0.967,0.950 / 1.000。电子舌和化学计量学可提供一种快速可靠的工具,用于区分龙井的特定产区。

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