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Determining the geographical origin of common buckwheat from China by multivariate analysis based on mineral elements amino acids and vitamins

机译:基于矿物质氨基酸和维生素的多元分析确定中国常见荞麦的地理起源

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摘要

This study aimed to establish a method for distinguishing the geographical origin of common buckwheat from Inner Mongolia, Shanxi and Shaanxi Provinces in China. Three chemical families including mineral elements, vitamins and amino acids of 48 samples from different geographical origins were analyzed by principal component analysis (PCA), cluster analysis (CA) and linear discriminate analysis (LDA) for this purpose. LDA clearly discriminated the geographical origin of common buckwheat samples grown in three regions, and gave a high correct classification rate of 95.8% and satisfactory cross-validation rate of 91.7%. Some variables (Mn, VPP, Se, Gly, Cu, Asp, Fe, and Ala) significantly contributed to the ability to discriminate the geographical origin of the common buckwheat. These results demonstrated that the proposed method is a powerful tool for controlling the geographical origin of common buckwheat by governmental administration and protecting consumers from improper domestic labeling. However, the discriminant method still needs to be further validated using more reliable data.
机译:本研究旨在建立一种区分中国内蒙古,山西和陕西省普通荞麦地理起源的方法。为此,通过主成分分析(PCA),聚类分析(CA)和线性判别分析(LDA)分析了来自不同地理来源的48个样品的三个化学族,包括矿物质,维生素和氨基酸。 LDA清楚地区分了三个地区种植的常见荞麦样品的地理起源,正确分类率高达95.8%,交叉验证合格率高达91.7%。一些变量(Mn,VPP,Se,Gly,Cu,Asp,Fe和Ala)显着有助于区分普通荞麦的地理起源。这些结果表明,所提出的方法是控制政府管理的普通荞麦的地理起源并保护消费者免受不当国内标签的有力工具。但是,判别方法仍需要使用更可靠的数据进行进一步验证。

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