DETERMINATION OF CATECHINS AND CAFFEINE CONTENT IN TEA (CAMELLIA SINENSIS L.) LEAVES AT DIFFERENT POSITIONS BY FOURIER-TRANSFORM INFRARED SPECTROSCOPY

被引:10
|
作者
Zhou, R. Q. [1 ]
Li, X. L. [1 ]
He, Y. [1 ]
Jin, J. J. [1 ]
机构
[1] Zhejiang Univ, Coll Biosyst Engn & Food Sci, Hangzhou, Zhejiang, Peoples R China
基金
中国国家自然科学基金;
关键词
Caffeine; Catechin; FTIR spectroscopy; Gaussian process regression; Quantification; Tea; LEAST-SQUARES REGRESSION; VARIABLE SELECTION; GREEN TEA; MULTIVARIATE CALIBRATION; POLYPHENOLS; METABOLISM; DROUGHT; CARBON;
D O I
10.13031/trans.12515
中图分类号
S2 [农业工程];
学科分类号
0828 ;
摘要
In new shoots, the contents and distribution of catechins and caffeine, two important bioactive chemicals in tea (Camellia sinensis L.), strongly reflect the physiology and nutrition of tea. In this study, four primary catechin monomers and caffeine in tea leaves at different positions on three cultivars were determined by Fourier-transform infrared (FTIR) transmission spectroscopy coupled to chemomefrics. A combination of interval partial least squares (iPLS), competitive adaptive reweighted sampling (CARS), and successive projections algorithm (SPA) was used to extract characteristic wave-numbers that reflected the molecular characteristics of the constituents. Furthermore, Gaussian process regression (GPR) determination models were developed for all constituents with good predictability and robustness based on the extracted wavenumbers. The coefficients of determination for the prediction sets were all approximately 0.93, which indicated the high feasibility of FTIR spectroscopy for determination of catechins and caffeine in tea leaves. This analytical method could provide quick and efficient detection of catechin monomers and caffeine in fresh tea leaves, which have great impacts on the cultivation of tea frees and the selection of raw materials for tea processing.
引用
收藏
页码:1221 / 1230
页数:10
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