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Determination of Chlorpyrifos Residue by Near-Infrared Spectroscopy in White Radish Based on Interval Partial Least Square (iPLS) Model

机译:基于区间偏最小二乘模型的白萝卜近红外光谱法测定毒死rif残留量

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摘要

This article presents a multivariate method of rapidly determining chlopyrifos residue in white radish, based on near-infrared spectroscopy and partial least squares (PLS) regression. Interval PLS (iPLS) was utilized to select the optimum wave number range. The number of PLS components and the number of intervals were optimized according to root mean square error of prediction (RMSEP) and correlation coefficient (R) in prediction set. The result showed that the iPLS model was more reliable than the full model and that near-infrared spectroscopy with iPLS algorithm could be used successfully to analyze chlorpyrifos residue in white radish.
机译:本文提出了一种基于近红外光谱和偏最小二乘(PLS)回归快速测定白萝卜中毒死lop残留的多元方法。间隔PLS(iPLS)用于选择最佳波数范围。根据预测集中的均方根误差(RMSEP)和相关系数(R)对PLS组件数和间隔数进行优化。结果表明,iPLS模型比完整模型更可靠,使用iPLS算法的近红外光谱可以成功地分析白萝卜中毒死rif的残留量。

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