Geographical traceability and multielement analysis of edible and medicinal fungi: Taking Wolfiporia cocos (F.A. Wolf) Ryvarden and Gilb. as an example

地理标志 可追溯性 采样(信号处理) 化学计量学 仰角(弹道) 特征(语言学) 数学 指纹(计算) 环境科学 统计 地理 计算机科学 人工智能 哲学 区域科学 几何学 机器学习 滤波器(信号处理) 语言学 计算机视觉
作者
Jiaqi Yue,Zhimin Li,ZhiTian Zuo,Yijun Liao,Heng-Yu Huang,Yuanzhong Wang
出处
期刊:Journal of Food Science [Wiley]
卷期号:86 (3): 770-778 被引量:10
标识
DOI:10.1111/1750-3841.15649
摘要

Different geographical environment has a certain influence on the accumulation of fungi elements and chemical components. However, our knowledge is limited to elucidate the fungi elements in response to heterogeneous environmental and the quality differences among different habitats. Here, multielement analysis, FTIR spectrum, and feature-level fusion technique combined with chemometrics were used to study Wolfiporia cocos from different geographical areas, different sampling sites and different altitude sources. From the results, (1) there is significant difference in element content of samples from different sampling sites and no positive correlation with geographical ranges. (2) There is a correlation between elevation and elements, and relatively low elevation (<1,800 m) is conducive to the enrichment of elements. (3) From the perspective of elements, the W. cocos in Yuxi have relatively better quality. (4) FTIR and feature-level models can well realize origin identification. The SVM models are better than the PLS-DA models, and the feature-level model is better than the single FTIR models. In summary, this study demonstrated that the developed method was reliable and could realize the genuineness evaluation and origin identification of W. cocos. The results have implications for the establishment of the technology system of geographical traceability and the development of high-quality geographical indication products of W. cocos.
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