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贵州省都匀市滑坡易发性评价研究
引用本文:任敬,范宣梅,赵程,周礼,窦向阳.贵州省都匀市滑坡易发性评价研究[J].水文地质工程地质,2018,0(5):165-165.
作者姓名:任敬  范宣梅  赵程  周礼  窦向阳
作者单位:成都理工大学地质灾害防治与地质环境保护国家重点实验室,四川 成都610059
基金项目:四川省国土资源厅科研项目资助项目(KJ-2015-1);国家创新研究群体科学基金资助项目(41521002));国家自然科学基金组织间合作研究资助项目(41661134010)
摘    要:都匀市是贵州省城镇滑坡地质灾害多发频发区。文章以都匀市沙包堡镇为研究区,采用栅格单元提取高程、坡度、岩性、水系等9项致灾因子,分别使用都基于数学统计模型的定量分析方法(二元逻辑回归模型、信息量模型)和定性分析方法(层次分析模型)对都匀市研究区滑坡地质灾害易发性进行评价。结果表明:二元逻辑回归模型预测精度与预测效果均为最优,其ROC曲线下面积AUC值为0.873,易发性分区中高易发区和中易发区内预测发生滑坡面积比占95.41%,且最符合野外实地调查验证情况。评价方法与结果可为贵州城镇地区滑坡地质灾害评价和防治提供借鉴。

关 键 词:滑坡    易发性评价    二元逻辑回归模型    信息量模型    层次分析模型
收稿时间:2017-11-22
修稿时间:2018-03-30

Evaluation of the landslide vulnerability in Duyun of Guizhou Province
REN Jing,FAN Xuanmei,ZHAO Cheng,ZHOU Li,DOU Xiangyang.Evaluation of the landslide vulnerability in Duyun of Guizhou Province[J].Hydrogeology and Engineering Geology,2018,0(5):165-165.
Authors:REN Jing  FAN Xuanmei  ZHAO Cheng  ZHOU Li  DOU Xiangyang
Institution:State Key Laboratory of Geohazard Prevention and Geoenvironment Protection, Chengdu University of Technology, Chengdu,Sichuan610059, China
Abstract:The city of Duyun is located in a frequent geohazard zone with urban landslides in Guizhou Province. The Shabaobao town is chosen as the study area to assess the landslide susceptibility in the paper. Nine factors, including elevation, slope angle, lithology, water system, etc. are extracted by using raster units. Three models are adopted to evaluate the landslide geohazard susceptibility in Duyun. The binary logistic regression model and information value model are quantitative methods, based on mathematical models when the analytical hierarchy process (AHP) is a qualitative model, depending on the statistical model. The results show that the accuracy and effect of the binary logistic model are the best, whose AUC value under the ROC curve can reach 0.873, and the landslide areas ratio accounts for 95.41% within the high and moderate susceptibility zones according to the model prediction, which corresponds mostly to the field investigation result. The assessment method and results can provide a reference for the evaluation and prevention of geological hazards in urban areas of Guizhou Province.
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