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Fast Identification of Matcha and Green Tea Powder with Laser-Induced Breakdown Spectroscopy |
YU Xiao-lan, PENG Ji-yu, LIU Fei, HE Yong* |
College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou 310058,China |
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Abstract The feasibility of using laser-induced breakdown spectroscopy (LIBS) combined with chemometrics methods for fast identification of matcha and green tea powder was investigated in this paper. The main differences between matcha and green tea powder are varieties of tea plants, cultivation management, growth time and processing technology. LIBS spectra between 230 to 880 nm of matcha produced by different manufacturers and green tea powder made with different fixation methods were selected and min-max normalization was the measure for preprocessing. Characteristic wavelengths were selected according to the X-variables loadings on the basis of principal component analysis (PCA), and then linear discriminant analysis (LDA) models were built based on characteristic wavelengths. The results showed that the LDA model based on characteristic wavelengths could identify matcha and green tea powder rapidly. Four characteristic wavelengths belong to C(Ⅰ) 247.94 nm,Mg(Ⅱ) 279.60 nm,Ca(Ⅱ) 393.45 nm and Fe(Ⅱ) 766.68 nm. The accuracy of the calibration and the prediction set all reached 100%. Laser-induced breakdown spectroscopy could accurately identify matcha produced by different manufacturers and green tea powder made with different fixation methods.
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Received: 2016-01-21
Accepted: 2016-05-19
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Corresponding Authors:
HE Yong
E-mail: yhe@zju.edu.cn
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