李梦怡,王宏伟,罗娇依,孙姗姗,董 喆,曹 进.我国多产区羊肉中无机元素含量特征及其在溯源研究中的应用[J].食品安全质量检测学报,2023,14(3):320-327 |
我国多产区羊肉中无机元素含量特征及其在溯源研究中的应用 |
Characteristics of inorganic element content in mutton from different producing areas of China and its application in traceability research |
投稿时间:2022-11-10 修订日期:2023-01-31 |
DOI: |
中文关键词: 无机元素 羊肉 产区 溯源 |
英文关键词:inorganic element mutton producing regions traceability |
基金项目:中国食品药品检定研究院中青年发展基金项目(2020C5) |
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中文摘要: |
目的 研究我国多个产区所产羊肉中多种无机元素含量的特征, 探索元素含量差异在羊肉产地溯源研究中的应用。方法 收集在地域和喂养方式上具有一定代表性的产区所产羊肉样本, 采用电感耦合等离子体质谱法检测羊肉中无机元素含量。结合方差分析、主成分分析、聚类分析、判别分析多种统计方法对各元素含量特征进行分析。结果 通过单因素方差分析, 确定了18种元素在产地间存在显著差异。通过主成分分析确定了5个主成分, 可以大致将4个产地的样品区分开。通过聚类分析, 可以将牧区的样品大致与农饲区样品区分开。通过判别分析建立判别函数, 对样品的交叉判别正确率为82.0%。结论 研究表明无机元素可以作为羊肉产地溯源的指标。本研究初步建立了国内4个羊肉产地的溯源模型, 为国产羊肉产地溯源研究提供依据。 |
英文摘要: |
Objective To study the differences of characteristics of inorganic element content in mutton in several areas of China, and explore the application of element content differences in mutton traceability research. Methods Mutton samples from production areas with a certain representative region and feeding were collected. The element content of mutton samples were determined by inductively coupled plasma mass spectrometry. The characteristics of these elements content was analyzed by variance analysis, principal component analysis, cluster analysis and linear discriminant analysis. Results With one-way analysis of variance, 18 kinds of elements in mutton were found had significant differences between different regions. With the principal component analysis, 5 principal components were identified, and samples from 4 origins could be roughly distinguished. With the cluster analysis, samples in pasture areas could be roughly distinguished from agricultural feeding areas. With the discriminant analysis, the discriminant function was established, and the cross-discrimination accuracy of samples in areas was 82.0%. Conclusion The results show that inorganic elements can be used as an index to trace the origin of mutton. This study preliminarily established the tracing models of four domestic mutton origins, which provides the basis for the tracing research of domestic mutton origin. |
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