人民长江 ›› 2022, Vol. 53 ›› Issue (7): 119-127.doi: 10.16232/j.cnki.1001-4179.2022.07.018

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基于CF-LR组合模型的地质灾害易发性评价——以云南省宁洱哈尼族彝族自治县为例

秦红富;谈树成;施旖奇;李红梅;汪栟旭;   

  • 发布日期:2022-08-24

Geological hazard susceptibility assessment based on CF&LR combined model: case of Ning’er Hani and Yi Autonomous County, Yunnan Province

QIN Hongfu1, TAN Shucheng1,2, SHI Yiqi1, LI Hongmei1, WANG Bingxu1   

  • Published:2022-08-24

摘要: 区域地质灾害易发性评价是防灾减灾工作不可或缺的部分。以云南省宁洱哈尼族彝族自治县为研究区域,GIS作为技术工具,CF&LR组合模型作为研究方法,从致灾因子、孕灾环境以及区域地质灾害资料入手,选取9个评价因子构建评价指标体系,分析各评价指标因子与灾害点相对密度之间的关系,并对研究区地质灾害易发性进行评价分析和结果验证。结果表明:(1)评价因子敏感性由高到低依次为距河流距离、距断裂带距离、坡向、高程、NDVI、降雨量、坡度、岩石硬度、距道路距离;(2)研究区最易发生地质灾害的条件为距河流距离0~200 m、距断裂带距离0~500 m、坡向西南向(202.5°~247.5°)、高程1 450~1 900 m、NDVI范围在0~0.2、降雨量范围1 458~1 537 mm、坡度30°~35°、岩石硬度为较软岩类、距道路距离0~500 m;(3)极高易发区、高易发区、中易发区、低易发区分区面积分别占研究区面积的8.23%,37.17%,43.39%,11.21%,研究区地质灾害分布呈现北少南多、东少西多的特征;(4)基于CF&LR组合模型的易发性分区结果基本合理,AUC值为0.74,评价结果准确性较高。

关键词: 地质灾害;易发性评价;CF&LR组合模型;GIS;宁洱县;云南省;

Abstract: Regional geological hazard susceptibility assessment is an indispensable part of disaster prevention and mitigation. Taking Ning’er Hani and Yi Autonomous County, Yunnan Province as a research area, using GIS as the technical tool and CF&LR combined model as research method, we constructed an evaluation index system containing 9 evaluation factors based on disaster-causing factors, the disaster-potential, hazard developing environment and regional geological disaster data. We analyzed the relationship between the evaluation index factors and the relative density of the disaster sites, and evaluated and verified the geological disaster susceptibility in the study area. The results show that: ① The sensitivity of the nine evaluation index factors from high to low are as follows, distance from river, distance from fault zone, slope direction, elevation, NDVI, rainfall, slope, rock hardness, distance from road; ② The most geological hazard-prone conditions in the study area are 0~200 m from the river, 0~500 m from the fault zone, southwest slope (202.5° ~ 247.5°), elevation (1450~1900 m), NDVI range of 0 ~ 0.2, rainfall (1458 ~ 1537 mm), slope (30° ~ 35°), soft rock, and distance from Road (0~500 m); ③ The area of extremely high-risk area, high-risk area, middle-risk area and low-risk area accounted for 8.23%, 37.17%, 43.39% and 11.21% of the study area respectively. The distribution of geological disasters in the study area shows a characteristics of less in the north and more in the south, less in the east and more in the west; ④ The results of CF&LR combined model were reasonable, the AUC value is 0.74, and the evaluation result is more accurate.

Key words: geological hazards; susceptibility assessment; CF&LR combined model; GIS; Ning’er County; Yunnan Province