作者
Hamid Reza Pourghasemi, Amiya Gayen, Mahdi Panahi, Fatemeh Rezaie, Thomas Blaschke
发表日期
2019/11/20
期刊
Science of the total environment
卷号
692
页码范围
556-571
出版商
Elsevier
简介
Several areas of Iran are prone to numerous natural hazards. An effective multi-hazard risk reduction requires analysis of the individual hazards and their interplay. This research develops a multi-hazard probability map for three hazards (i.e. landslides, floods, and earthquakes) for the management of hazard-prone areas in Lorestan Province, Iran, using anew ensemble model named SWARA-ANFIS-GWO. First, based on flood and landslide occurrence maps, hazard-prone areas were identified and sub-divided into two subsets.70% of these locations were randomly chosen to be used for the construction of susceptibility maps, while the remaining 30% of the instances were used to assess the accuracy of the models. Then, eleven factors relating to terrain and land use were selected for the preparation of landslide and flood susceptibility maps. An earthquake map was prepared based on a probabilistic seismic …
引用总数
20192020202120222023202452929314028
学术搜索中的文章
HR Pourghasemi, A Gayen, M Panahi, F Rezaie… - Science of the total environment, 2019