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Non-destructive Raman spectroscopy as a tool for measuring ASTA color values and Sudan I content in paprika powder

机译:无损拉曼光谱作为测量辣椒粉中ASTA色值和苏丹I含量的工具

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摘要

The aim of this study was developing a non-destructive method for the determination of color in paprika powder as well as for detecting possible adulteration with Sudan I. Non-destructive Raman spectroscopy was applied directly to paprika powder employing a laser excitation of 785 nm for the first time. The fluorescence background was estimated, by fitting a polynomial to each spectrum, and then subtracted. After preprocessing the spectra, some peaks were clearly identified as characteristic from pigments present in paprika. The preprocessed Raman spectra were correlated with the ASTA color values of paprika by partial least squares regression (PLSR). Twenty-five paprika samples were adulterated with Sudan I at different levels and the PLSR model was also obtained. The coefficients of determination (R-2) were 0.945 and 0.982 for ASTA and Sudan I concentration, respectively, and the root mean square errors of prediction (RMSEP) were 8.8 ASTA values and 0.91 mg/g, respectively. Finally, different approaches were applied to discriminate between adulterated and non-adulterated samples. Best results were obtained for partial least squares - discriminant analysis (PLS-DA), allowing a good discrimination when the adulteration with Sudan I was higher than 0.5%.
机译:这项研究的目的是开发一种非破坏性方法,用于测定辣椒粉中的颜色以及苏丹红I检测掺假的可能性。非破坏性拉曼光谱直接应用于785 nm激光激发的辣椒粉中。第一次。通过将多项式拟合到每个光谱来估算荧光背景,然后减去。在对光谱进行预处理之后,从辣椒粉中存在的色素中可以清楚地识别出一些峰为特征。通过偏最小二乘回归(PLSR),将预处理的拉曼光谱与辣椒粉的ASTA颜色值相关。将25份辣椒粉样品以不同水平掺入苏丹I,并获得PLSR模型。 ASTA和苏丹I浓度的测定系数(R-2)分别为0.945和0.982,预测的均方根误差(RMSEP)分别为8.8 ASTA值和0.91 mg / g。最后,采用了不同的方法来区分掺假样品和非掺假样品。偏最小二乘-判别分析(PLS-DA)获得了最佳结果,当苏丹I的掺假率高于0.5%时,可以很好地区分。

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