Geographical origin discrimination of Ethiopian sesame seeds by elemental analysis and chemometric tools

被引:11
|
作者
Hika, Wasihun Abebe [1 ]
Atlabachew, Minaleshewa [1 ]
Amare, Meareg [1 ]
机构
[1] Bahir Dar Univ, Coll Sci, Dept Chem, Bahir Dar, Ethiopia
关键词
Sesame seed; Geographical origin discrimination; Multi-element analysis; Chemometric tools; ICP-OES; PCA; LDA;
D O I
10.1016/j.fochx.2022.100545
中图分类号
O69 [应用化学];
学科分类号
081704 ;
摘要
Origin discrimination of sesame seeds is becoming one of the important factors for the sesame seed trade in Ethiopia as it influences the market price. This study was undertaken to construct accurate geographical origin discriminant models for Ethiopian sesame seeds using multi-element analysis and statistical tools. The concen-tration of 12 elements (Na, Mg, Cr, Mn, Fe, Cu, Co, Ni, Zn, Cd, As and Pb) were determined in 93 samples which were collected from three main sesame seed-producing regions in Ethiopia, Gondar, Humera and Wollega. Ac-cording to a one-way analysis of variance (ANOVA), the concentration of 10 elements showing a significant difference (p < 0.05) was taken for statistical analysis using principal component analysis (PCA) and linear discriminant analysis (LDA). PCA showed some clustering of samples according to their respective origins. Then, the follow-up LDA resulted in a 100 % correct origin classification rate for all 93 sesame seed samples obtained
引用
收藏
页数:7
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