Barman Jonmenjoy, Biswas Brototi, Ali Syed Sadath, Zhran Mohamed
Department of Geography and Resource Management, Mizoram University, Aizawl 796004, India.
Ballari Institute of Technology and Management, Ballari, India.
MethodsX. 2024 Oct 17;13:103005. doi: 10.1016/j.mex.2024.103005. eCollection 2024 Dec.
The current study introduced Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) to enhance landslide susceptibility. It determines the relative distance of each alternative from the ideal best and ideal worst value. The ArcGIS environment was used to prepare eleven landslide conditioning factors, while raster values were extracted for the decision matrix preparation. We utilized subjective expert judgment to create a weighted matrix that considers the roles of each conditioning component. In addition, a Euclidean distance was measured from each alternative to the ideal best and worst values. The relative closeness value (R) has been used to prepare the landslide susceptibility index by the inverse distance weighting (IDW) interpolation. Furthermore, the precision of the landslide susceptibility was justified by area under curve-receiver operating characteristic (AUC-ROC) which was 0.987. Hence, multi-criteria decision-making (MCDM) techniques like the TOPSIS method are very useful for natural hazard mapping. •The simplified TOPSIS approach described by Hwang and Yoon (1981) is applied in this study. The criteria have been categorized and assigned weights based on expert judgment and previously published material.•The TOPSIS approach and GIS integration has significantly enhanced the creation of a landslide susceptibility map for a sensitive area.•The method is easiest and suitable for short term operation research.
当前研究引入了逼近理想解排序法(TOPSIS)以提高滑坡易发性。它确定每个备选方案与理想最优值和理想最劣值的相对距离。利用ArcGIS环境准备了11个滑坡条件因子,同时提取栅格值以准备决策矩阵。我们利用专家主观判断创建了一个加权矩阵,该矩阵考虑了每个条件因子的作用。此外,还测量了每个备选方案到理想最优值和最劣值的欧几里得距离。相对接近度值(R)已用于通过反距离加权(IDW)插值法编制滑坡易发性指数。此外,滑坡易发性的精度通过曲线下面积-接收者操作特征(AUC-ROC)来验证,其值为0.987。因此,像TOPSIS法这样的多准则决策(MCDM)技术对于自然灾害制图非常有用。
•本研究采用了Hwang和Yoon(1981)描述的简化TOPSIS方法。根据专家判断和先前发表的资料对标准进行了分类并赋予权重。
•TOPSIS方法与GIS的集成显著增强了为敏感区域创建滑坡易发性地图的能力。
•该方法最简单且适用于短期运筹学研究。