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滑坡危险性等级区划方法研究
引用本文:王丽丽,刘君,王国新.滑坡危险性等级区划方法研究[J].地震学刊,2013(6):663-670.
作者姓名:王丽丽  刘君  王国新
作者单位:[1]大连理工大学水利工程学院,辽宁大连116024 [2]大连理工大学海岸与近海工程国家重点实验室,辽宁大连116024
基金项目:国家973项目(2010CB731502)、辽宁省创新团队项目(2009T017)资助
摘    要:以四川省地理环境条件为研究背景,根据相关单位提供的资料,对四川省滑坡危险性等级进行了区划研究。将地形地貌、地层岩性、断裂构造、河流水系、降雨量、地震烈度等6项作为滑坡的主要影响因素,采用模式识别方法进行滑坡危险性等级区划,对算法中所涉及到的危险系数计算公式、因子权重分析、阈值选取等进行了一系列控制试验,验证了算法的可行性以及降低算法中存在的不确定性。采用“识别率”和“改变率”2个准则来判断“分类结果作为新的训练集”,即RTS试验的收敛性,从而给出识别率高、改变率稳定的分类结果,以及能合理反映识别结果的最佳参数。通过3次逐级识别分类,将四川省滑坡危险度划分为7个等级,区划结果与实际滑坡发生情况吻合。本文方法同样适用于其它地区的滑坡危险性等级区划。

关 键 词:滑坡  危险性等级区划  模式识别  RTS试验

Study on the Method of Landslide Hazard Rank Division
WANG Li-li,LIU Jun,WANG Guo-xin.Study on the Method of Landslide Hazard Rank Division[J].Journal of Seismology,2013(6):663-670.
Authors:WANG Li-li  LIU Jun  WANG Guo-xin
Institution:1 State Key Laboratory of Coastal & Offshore Engineering, Dalian University of Technology, Dalian 116024, 2. School of Hydraulic Engineering, Dalian University of Technology, Dalian 116024, China)
Abstract:On the basis of a case study regarding the geographical conditions of Sichuan, according to mate- rials provided by relevant units, this paper studies the landslide hazard rank division in Sichuan. Topogra- phy, stratum lithologic character, faulted structure, average annual rainfall, water system, seismic inten- sity are taken as landslide major effect factors. Pattern recognition is used to carry out the landslide hazard rank division. A series of control tests, such as weight of factor and selection of threshold, are conducted for danger coefficient formula. Feasibility of method is validated and uncertainty is reduced. Concept of“i- dentifying rate” and “change rate” are proposed and RTS test is used for the method, which takes the high identifying rate and steady change rate as classifying standard. The optimal parameters are selected which can reflect the recognition results reasonably. Altogether three times recognition are taken to realize seven rank divisions in landslide hazard of Sichuan. The results from pattern recognition method coincide well with landslide occurrence. The method also can be used for other region's landslide hazard rank division.
Keywords:landslide  hazard rank division  pattern recognition  Result of Classification as a Training Set (RTS) test
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