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首页> 外文期刊>Applied optics >Spectrophotometric analyses of chlorophyll and single carotenoids during fruit development of tomato (Solanum lycopersicum L.) by means of iterative multiple linear regression analysis
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Spectrophotometric analyses of chlorophyll and single carotenoids during fruit development of tomato (Solanum lycopersicum L.) by means of iterative multiple linear regression analysis

机译:迭代多元线性回归分析法对番茄果实发育过程中的叶绿素和类胡萝卜素进行分光光度分析

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摘要

When using spectrophotometric transmittance readings of fruit extracts, the analysis of single carotenoids is difficult because of coinciding absorption bands of the various carotenoids and chlorophylls present in the solution. Aimed at the separate analyses of pigments, an iteratively applied linear regression was developed based on spectral profiles of pigment standards. The iterative approach was validated by dilution series of pigments and compared with commonly applied equation systems. High coefficients of determination and low measuring uncertainties were found for chlorophyll a and b (R~(2) >= 0.99, root mean square error RMSE <= 10percent). Carotenoids were separately analyzed with R~(2) velence 0.99, R~(2) velence 0.96, and R~(2) velence 0.98 for lycopene, beta-carotene, and lutein, respectively. The approach based on the spectral profiles provided low measuring uncertainties even if lutein was additionally present in the solutions, which was not possible with common data analyses. Subjecting tomato tissues (Solanum lycopersicum L.) to the iterative approach, contents of in vivo measured pigments were calculated with R~(2) velence 0.82, R~(2) velence 0.84, R~(2) velence 0.67, and R~(2) velence 0.03 for chlorophyll a and b, lycopene, and beta-carotene, respectively.
机译:当使用水果提取物的分光光度透射率读数时,由于溶液中存在的各种类胡萝卜素和叶绿素的吸收带一致,因此难以分析单个类胡萝卜素。针对颜料的单独分析,基于颜料标准品的光谱曲线开发了迭代应用的线性回归。通过颜料稀释系列验证了迭代方法,并将其与常用的方程式系统进行了比较。叶绿素a和b的测定系数较高,测量不确定度较低(R〜(2)> = 0.99,均方根误差RMSE <= 10%)。类胡萝卜素分别用番茄红素,β-胡萝卜素和叶黄素分别用R〜(2)0.99,R〜(2)0.96和R〜(2)0.98进行分析。即使叶黄素还存在于溶液中,基于光谱图谱的方法仍具有较低的测量不确定度,而这对于常规数据分析是不可能的。以番茄组织(Solanum lycopersicum L.)进行迭代处理,使用R〜(2)velence 0.82,R〜(2)velence 0.84,R〜(2)velence 0.67和R〜计算体内测量的色素含量。 (2)叶绿素a和b,番茄红素和β-胡萝卜素的velence分别为0.03。

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