首页> 外文期刊>ISPRS International Journal of Geo-Information >A Landslide Susceptibility Assessment Method Based on GIS Technology and an AHP-Weighted Information Content Method: A Case Study of Southern Anhui, China
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A Landslide Susceptibility Assessment Method Based on GIS Technology and an AHP-Weighted Information Content Method: A Case Study of Southern Anhui, China

机译:基于GIS和AHP加权信息内容的滑坡敏感性评价方法-以皖南为例。

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Based on geographic information system (GIS) technology in conjunction with two methods for assessing landslide susceptibility (LS)—namely, a method using experts’ knowledge and experience, and a mathematical/statistical method—the LS of southern Anhui, China is assessed using an analytic hierarchy process (AHP) via an AHP-weighted information content method. Landslide-affecting factors are categorized into three main types and 10 subtypes. The values of spatial characteristics of the landslide-affecting factors are obtained using GIS technology. The AHP method is then employed to compare the importance and weights of landslide-affecting factors. The information content method is used to convert the measured values of the landslide-affecting factors in the study area to data reflecting regional stability. The closeness of the relationships between the classification levels of each landslide-affecting factor and landslide occurrence are calculated. The LS of the study area is assessed using the proposed method. The LS assessment shows that high LS, relatively high LS, moderate LS, relatively low LS and low LS regions account for 21.3%, 20.6%, 20.1%, 11.7% and 26.3% of the study area, respectively. Finally, the accuracy of the LS assessment results is analyzed using two methods: the assessment, including an analysis of random landslide sites for the validating models; and the area below a receiver operating characteristic (ROC) curve of area under curve (AUC) value. The results show that the proportion of landslide sites in the regions of each LS level determined using the AHP-weighted information content method increases as the LS level increases, and that the accuracies of the AHP-weighted information content method were 8.1% and 5.7% higher than those of the AHP method and information content method, respectively.
机译:基于地理信息系统(GIS)技术,结合两种评估滑坡敏感性(LS)的方法-即利用专家的知识和经验的方法以及数学/统计方法-对安徽南部的LS进行评估通过AHP加权信息内容方法进行的层次分析过程(AHP)。影响滑坡的因素分为三种主要类型和十个亚类型。利用GIS技术获得了滑坡影响因子的空间特征值。然后采用层次分析法比较滑坡影响因素的重要性和权重。信息内容法用于将研究区域中滑坡影响因子的测量值转换为反映区域稳定性的数据。计算每个滑坡影响因素的分类水平与滑坡发生之间关系的紧密程度。使用建议的方法评估研究区域的最小二乘法。 LS评估显示,高LS,相对高LS,中LS,相对低LS和低LS区域分别占研究区域的21.3%,20.6%,20.1%,11.7%和26.3%。最后,使用两种方法分析了LS评估结果的准确性:评估,包括对验证模型的随机滑坡点进行分析;接收器工作特性(ROC)曲线下方的面积(曲线下限(AUC)值)。结果表明,采用层次分析法加权信息含量法确定的各个层次的滑坡部位所占比例随着层次分析法水平的增加而增加,层次分析法的准确度分别为8.1%和5.7%。分别高于AHP方法和信息内容方法。

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