首页 | 本学科首页   官方微博 | 高级检索  
     

加权距离判别法在泥石流危险度评价中的应用
引用本文:谭春,陈剑平,李会中,牛岑岑,张文,周福军. 加权距离判别法在泥石流危险度评价中的应用[J]. 吉林大学学报(地球科学版), 2012, 42(6): 1847-1852
作者姓名:谭春  陈剑平  李会中  牛岑岑  张文  周福军
作者单位:1.吉林大学建设工程学院, 长春130026;2.长江勘测规划设计研究有限责任公司, 武汉430010
基金项目:国家自然科学基金项目(40872170,40472136);高校博士学科点专项科研基金项目(20090061110054)
摘    要:将加权距离判别法引用到泥石流危险度分类中,建立了泥石流危险度分类模型。该模型选用了流域面积、主沟长度、流域最大相对高差、流域切割密度、主沟床弯曲系数、人口密度、泥沙补给长度比、植被覆盖率、一次泥石流(可能)最大冲出量和泥石流发生频率10项指标为建模参数,运用熵值法对这10个指标进行赋权,用已经分类的泥石流沟作为训练样本进行学习,建立了相应的判别准则。将待判泥石流沟样本代入判别准则进行判别分类,分类结果与传统分类结果100%吻合,验证了该模型的分类性能良好。该方法可以在实际工程中进行推广。

关 键 词:泥石流  危险度  熵值法  距离判别  
收稿时间:2012-03-09

Application of Weighted Distance Discriminant Analysis in Debris Flow Risk Assessment
Tan Chun,Chen Jian-ping,Li Hui-zhong,Niu Cen-cen,Zhang Wen,Zhou Fu-jun. Application of Weighted Distance Discriminant Analysis in Debris Flow Risk Assessment[J]. Journal of Jilin Unviersity:Earth Science Edition, 2012, 42(6): 1847-1852
Authors:Tan Chun  Chen Jian-ping  Li Hui-zhong  Niu Cen-cen  Zhang Wen  Zhou Fu-jun
Affiliation:1.College of Construction Engineering,Jilin University,Changchun130026,China;
2.Survey Planning and Design of the Yangtze River Co.,Ltd, Wuhan430010, China
Abstract:Based on the principle of weighted distance discriminant analysis, a classification model of debris flow risk assessment is built. Considering from ten key factors including watershed area, valley length, watershed relative height difference, valley incision density, bending coefficient of major ditch bed, population density, the length ratio of sediment supplement, forest cover rate, the most volume of once flow and frequency. Weights are obtained for ten factors based on entropy method.A model of distance discriminant analysis is established though training debris flow samples which come from the field investigation. The result preferably coincides with the normalization method, it was shown that the model of distance discriminant analysis performed excellently with high prediction accuracy and could be used in practical engineering.
Keywords:debris  dangerous degree  entropy method  distance discriminant analysis  
本文献已被 CNKI 等数据库收录!
点击此处可从《吉林大学学报(地球科学版)》浏览原始摘要信息
点击此处可从《吉林大学学报(地球科学版)》下载全文
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号