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ED-XRF (Energy Dispersive X-ray Fluorescence spectrometer)^ Discrimination of geographical origin for soybeans using ED-XRF

机译:ED-XRF(能量分散X射线荧光光谱仪)^使用ED-XRF的大豆的地理来源辨别

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摘要

In this study we developed a method for determining the geographic origin of soybeans by combining energy dispersive X-ray fluorescence spectrometry with statistical analysis. In 2018, 197 soybean samples (100 Korean domestic samples and 97 foreign samples) were collected for the construction of a geographic origin model. The mineral concentrations of 26 elements were measured and determined via the fundamental parameters approach. One-way analysis of variance, t-test, and canonical discriminant analysis were employed to reveal five elements (P, Ni, Br, Zn, and Mn) that could be used for the determination of geographic origins. The sensitivity, specificity, and efficiency for the above method were 91.0, 95.9, and 93.4%, respectively. Validation results from 60 samples collected in 2019 showed a predictive rate of 93.3% for Korean domestic soybeans and 100.0% for foreign soybeans. In conclusion, the combination of energy dispersive X-ray fluorescence spectrometry and chemometrics could be used to effectively determine the geographic origin of soybeans.
机译:在该研究中,我们开发了一种通过将能量分散X射线荧光光谱法与统计分析组合来确定大豆的地理来源的方法。 2018年,收集了197种大豆样品(100名韩国国内样品和97个外国样品),用于建造地理来源模型。通过基本参数方法测量并确定26个元素的矿物浓度。使用单向分析,进行T检验和规范判别分析,揭示可用于测定地理起源的五种元素(P,Ni,Br,Zn和Mn)。上述方法的敏感性,特异性和效率分别为91.0,95.9和93.4%。 2019年收集的60个样本的验证结果表明,韩国国内大豆的预测率为93.3%,外国大豆的100.0%。总之,能量分散X射线荧光光谱法和化学计量学的组合可用于有效地确定大豆的地理来源。

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