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首页> 外文期刊>Transactions of the ASABE >DETERMINATION OF CATECHINS AND CAFFEINE CONTENT IN TEA (CAMELLIA SINENSIS L.) LEAVES AT DIFFERENT POSITIONS BY FOURIER-TRANSFORM INFRARED SPECTROSCOPY
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DETERMINATION OF CATECHINS AND CAFFEINE CONTENT IN TEA (CAMELLIA SINENSIS L.) LEAVES AT DIFFERENT POSITIONS BY FOURIER-TRANSFORM INFRARED SPECTROSCOPY

机译:傅立叶变换红外光谱法测定茶叶(Camellia Sinensis L.)中儿茶素和咖啡因含量的测定

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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.
机译:在新的芽,儿茶素和咖啡因的内容和分布,茶中的两个重要生物活性化学品(Camellia Sinensis L.),强烈反映了茶的生理和营养。在本研究中,通过傅里叶变换红外(FTIR)透射光谱耦合到化学大射出的三种品种的茶叶叶中的四种主要儿茶素单体和咖啡因在三种品种的不同位置。间隔部分最小二乘(IPL),竞争性自适应重载采样(CARS)以及连续投影算法(SPA)的组合用于提取反映成分的分子特性的特征波数。此外,基于提取的波数的所有成分开发了高斯过程回归(GPR)确定模型。预测集的测定系数全部约为0.93,表明FTIR光谱的高可行性,用于测定茶叶中儿茶素和咖啡因的高可行性。这种分析方法可以快速有效地检测新鲜茶叶中的儿茶素单体和咖啡因,这对茶叶培养和茶处理原料的选择产生了很大的影响。

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