Simultaneous determination of total polyphenols and caffeine contents of green tea by near-infrared reflectance spectroscopy

被引:110
作者
Chen, Quansheng [1 ]
Zhao, Jiewen
Huang, Xingyi
Zhang, Haidong
Liu, Muhua
机构
[1] Jiangsu Univ, Sch Biol & Environm Engn, Zhenjiang 212013, Peoples R China
[2] Yunnan Agr Univ, Fac Engn & Technol, Kunming 650201, Peoples R China
[3] Jiangxi Agr Univ, Coll Engn, Nanchang 330045, Peoples R China
基金
中国国家自然科学基金; 国家高技术研究发展计划(863计划);
关键词
near infrared spectroscopy; PLS; green tea; caffeine; total polyphenols;
D O I
10.1016/j.microc.2006.01.023
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
This paper indicates the possibility to use near infrared (NIR) spectroscopy as a rapid method to predict quantitatively the content of caffeine and total polyphenols in green tea. A partial least squares (PLS) algorithm is used to perform the calibration. To decide upon the number of PLS factors included in the PLS model, the model is chosen according to the lowest root mean square error of cross-validation (RMSECV) in training. The correlation coefficient R between the NIR predicted and the reference results for the test set is used as an evaluation parameter for the models. The result showed that the correlation coefficients of the prediction models were R=0.9688 for the caffeine and R=0.9299 for total polyphenols. The study demonstrates that NIR spectroscopy technology with multivariate calibration analysis can be successfully applied as a rapid method to determine the valid ingredients of tea to control industrial processes. (c) 2006 Elsevier B.V. All rights reserved.
引用
收藏
页码:42 / 47
页数:6
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