首页|河北省泥石流灾害易发性云模型评价方法:以邢台赵沟村泥石流为例

河北省泥石流灾害易发性云模型评价方法:以邢台赵沟村泥石流为例

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建立定量化的泥石流易发性评价方法对于泥石流灾害的防治工作具有重要意义.通过对河北省130处泥石流沟的详细勘查和数据整理,分析总结了河北省泥石流的区域性特征.在此基础上,选取评价因子,引入随机森林分类方法确定评价因子的权重,采用高斯正向云模型建立了评价因子与泥石流易发性等级的定量关系,最后,通过工程实例证明新方法的合理性.研究表明:河北省西部、东北部泥石流灾害点分别被600 mm和700 mm年降雨量等值线包围,北部地区泥石流灾害点则多位于年降雨量等值线400 mm与500 mm之间.河北省泥石流形成关键因子为降雨强度、汇水面积、沿沟松散物储量、沟岸山坡坡度、流域相对高差和沟谷比降等;河北省泥石流类型主要为中小型沟谷暴雨-水石流;工程实例分析表明基于随机森林赋权的泥石流易发性云模型评价方法评价结果与实际情况相符.
Development Law of Debris Flow Disaster and the Evaluation Method of Its Susceptibility:Take Mudslide in Zhaogou Village,Xingtai as an Example
The establishment of a quantitative mudslide susceptibility evaluation method is of great significance for the prevention and control of mudslide disasters.Through the detailed survey and data compilation of 130 mudslide ditches in Hebei Province,the re-gional characteristics of mudslides in Hebei Province were analyzed and summarized.On this basis,evaluation factors were selected,the weights of evaluation factors were determined by introducing random forest classification method,the quantitative relationship be-tween evaluation factors and mudslide susceptibility level was established by using Gaussian forward cloud model,and finally,the ra-tionality of the new method was proved by engineering examples.The study shows that the mudflow hazard sites in western and north-eastern Hebei Province are surrounded by 600 mm and 700 mm annual rainfall contours,respectively,while the mudflow hazard sites in northern areas are mostly located between 400 mm and 500 mm annual rainfall contours.The key factors of debris flow formation in Hebei Province are rainfall intensity,catchment area,loose material storage along the gully,slope of the gully bank,relative height difference of the watershed and specific drop of the gully.The type of debris flow in Hebei Province is mainly small and medium-sized gully storm-water and rock flow.The engineering example analysis shows that the evaluation results of the cloud model evaluation meth-od of debris flow susceptibility based on random forest empowerment are consistent with the actual situation.

debris flowsusceptibilitycloud modelweightrandom forestcomprehensive evaluation method

李辉、翟星、李琛曦、潘怡、李建朋、袁维

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河北省地质环境监测院,石家庄 050000

河北省地质资源环境监测与保护重点实验室,石家庄 050000

河北地质职工大学,石家庄 050086

河北省交通规划设计研究院有限公司,石家庄 050011

石家庄铁道大学土木工程学院,石家庄 050043

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泥石流 易发性 云模型 权重 随机森林 综合评价方法

河北省重点研发计划河北省自然科学基金优秀青年基金湖南省自然科学基金面上项目河北省自然资源厅项目

22375402DE20212100412022JJ3064113000022P00F2D4101293

2024

科学技术与工程
中国技术经济学会

科学技术与工程

CSTPCD北大核心
影响因子:0.338
ISSN:1671-1815
年,卷(期):2024.24(25)