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模糊C-均值聚类和TWINSPAN分类的比较研究
引用本文:张金屯.模糊C-均值聚类和TWINSPAN分类的比较研究[J].武汉植物学研究,1994(1).
作者姓名:张金屯
作者单位:山西大学生物系
摘    要:以英国威尔士北部Snowdonia山地Aber山谷植被为例,对模糊c-均值聚类和TWINSPAN分类进行了应用和比较研究。两种方法的结果一致。模糊c-均值聚类结果给出样地和植被类型间的隶属程度,在一定程度上优于TWINSPAN。

关 键 词:植被分析,模糊集,隶属度,双向指示种分析

A COMPARISON OF FUZZY C-MEANS ALGORITHM CLUSTERING AND TWINSPAN IN VEGETATION CLASSIFICATION
Zhang Jintun.A COMPARISON OF FUZZY C-MEANS ALGORITHM CLUSTERING AND TWINSPAN IN VEGETATION CLASSIFICATION[J].Journal of Wuhan Botanical Research,1994(1).
Authors:Zhang Jintun
Abstract:Fuzzy c-means algorithm clustering and TWINSPAN (Two-way indicator species analysis) were applied to the classification of woodland and moorland grasslands in Aber Valley in Nortbern Snowdonia,Wales and their results were compared with each other. These two methodologies provided identical results.However, fuzzy c-means clustering is,to some degree,superior to TWINSPAN because its results were shown by memberships.
Keywords:Vegetation analysis  Fuzzy set  Membership  TWINSPAN  
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