西北地质2024，Vol.57Issue(6)：234-243,10.DOI:10.12401/j.nwg.2023181
黄土地质灾害评价因子地形起伏度提取最佳尺度研究:以榆林市米脂县为例
Research on Optimal Scale for Extraction of Relief Amplitude in Loess Geological Hazards Assessment Factors:a Case Study of Mizhi County,Yulin City
摘要
Abstract
In the current evaluation of geological hazards,there is a certain degree of arbitrariness and subjec-tivity in selecting the best window unit scale for the extraction of relief amplitude(also named relative slope height).The certain error exists as compared the obtained relief amplitude parameters with the actual situation in the study area.During the disaster assessment,using grid-based information models or various popular machine learning methods can lead to a reduction in the reliability of the evaluation results due to the errors of the evalua-tion factors.In the current study,we use DEM data(2 m resolution)of Mizhi County,adopt 10×10,1×1 rectan-gular windows for the relief amplitude extraction based on ArcGIS platform,and use the mean change-point analysis to calculate the relief amplitude of Mizhi County from 0-256.60 m,and the best statistical cell is 59×59 with the grid length of 2 m,and the side length of the extraction window is 118m and square is 13 924 m2.After-wards,according to the statistics on the slope height easily inducing historical landslides and collapses in the loess region of northern Shaanxi Province,the relief amplitude in Mizhi County is divided into five intervals:＜20 m,20-40 m,40-60 m,60-80 m and＞80 m.Due to the comprehensive influence of the original terrain conditions,slope cutting and building of houses,factories,etc.,40-80 m is the main interval for the develop-ment of disaster hazards,with a proportion of 88.60%of disaster hazard points.The comparison curves of infor-mation value and hazard point density of each interval were made,which demonstrates the reasonableness of the selection of the statistical unit and the division of the interval of the relief amplitude.The calculation and analy-sis results of high-precision DEM data adopted first avoid the drawbacks of visually searching for inflection points,and secondly meet the needs of digital terrain analysis and refined geological hazard investigation in the mountainous terrains of the Loess Plateau region.The method and the results can provide technical support for the evaluation and prevention of geological hazards in the Loess Plateau area and the management of soil ero-sion and ecological environment protection in the middle and upper reaches of the Yellow River basin.关键词
黄土地质灾害/地形起伏度/均值变点法/最佳窗口单元/米脂县Key words
loess geological hazard/relief Amplitude/mean change-point analysis/best window unit/Mizhi County分类
天文与地球科学引用本文复制引用
孟晓捷,郭小鹏,薛强,冯卫,洪勃..黄土地质灾害评价因子地形起伏度提取最佳尺度研究:以榆林市米脂县为例[J].西北地质,2024,57(6):234-243,10.基金项目
中国地质调查局三级项目"西北黄土地区县域地质灾害隐患综合遥感精细识别示范"(DD20230436)资助. （DD20230436）
