Principal component and hierarchical cluster analysis for discrimination and classification of mulberry tree varieties and cultivation zones

被引:0
作者
Wang, Jun [1 ]
Lv, Rongbin [1 ]
Wu, Fuan [1 ]
Liang, Yao [1 ]
Zhang, Yan [1 ]
Wu, Tao
Wu, Qiusheng [1 ]
机构
[1] Jiangsu Univ Sci & Technol, Sch Biotechnol & Environm Engn, Zhenjiang 212018, Peoples R China
来源
ICMS2010: PROCEEDINGS OF THE THIRD INTERNATIONAL CONFERENCE ON MODELLING AND SIMULATION, VOL 4: MODELLING AND SIMULATION IN BIOLOGY, ECOLOGY & ENVIRONMENT | 2010年
关键词
discrimination; classification; mulberry (Morus alba L.) tree; natural active compound; principal component analysis; hierarchical cluster analysis; MULTIVARIATE; CHROMATOGRAPHY; FINGERPRINT; LEAVES; ORIGIN;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The contents of natural active compounds extracted from mulberry leaves have been used as chemotaxonomic markers to construct chemometric models in order to discriminate and classify 61 varieties of mulberry (Morus alba L.) trees from different geoghaphical origins. Discrimination between samples as a function of the tree varieties and cultivation zone was interpreted by principal component analysis (PCA) and hierarchical cluster analysis (HCA) by contents of active compounds. According to multivariate statistics models, six principal component variables can be considered important to discriminate varieties of mulberry trees, samples of 61 samples were characterized into four groups by HCA on the basis of the PCA pattern. In conclusion, classification of varieties of mulberry trees by contents of active compounds is closely related to geographic latitude.
引用
收藏
页码:276 / 280
页数:5
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