Fuzzy-based multiple decision method for landslide susceptibility and hazard assessment: A case study of Tabriz, Iran

被引:59
作者
Nanehkaran, Yaser A. [1 ]
Mao, Yimin [1 ]
Azarafza, Mohammad [2 ]
Kockar, Mustafa K. [2 ]
Zhu, Hong-Hu [3 ]
机构
[1] Jiangxi Univ Sci & Technol, Sch Informat Engn, Ganzhou, Jiangxi, Peoples R China
[2] Hacettepe Univ, Dept Civil Engn, Ankara, Turkey
[3] Nanjing Univ Nanjing, Sch Earth Sci & Engn, Nanjing, Jiangsu, Peoples R China
基金
国家重点研发计划; 中国国家自然科学基金;
关键词
landslide susceptibility; geohazard; multiple-decision method; geographic information system (GIS); fuzzy logic; ANALYTICAL HIERARCHY PROCESS; PROCESS AHP; LOGISTIC-REGRESSION; FREQUENCY RATIO; LOGIC; STATISTICS; TURKEY; MODEL; SOIL;
D O I
10.12989/gae.2021.24.5.407
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Due to the complexity of the causes of the sliding mass instabilities, landslide susceptibility and hazard evaluation are difficult, but they can be more carefully considered and regionally evaluated by using new programming technologies to minimize the hazard. This study aims to evaluate the landslide hazard zonation in the Tabriz region, Iran. A fuzzy logic-based multi-criteria decision-making method was proposed for susceptibility analysis and preparing the hazard zonation maps implemented in MATLAB programming language and Geographic Information System (GIS) environment. In this study, five main factors have been identified as triggering including climate (i.e., precipitation, temperature), geomorphology (i.e., slope gradient, slope aspect, land cover), tectonic and seismic parameters (i.e., tectonic lineament congestion, distribution of earthquakes, the unsafe radius of main faults, seismicity), geological and hydrological conditions (i.e., drainage patterns, hydraulic gradient, groundwater table depth, weathered geo-materials), and human activities (i.e., distance to roads, distance to the municipal areas) in the study area. The results of analyses are presented as a landslide hazard map which is classified into 5 different sensitive categories (i.e., insignificant to very high potential). Then, landslide susceptibility maps were prepared for the Tabriz region, which is categorized in a high-sensitive area located in the northern parts of the area. Based on these maps, the Bozgoosh-Sahand mountainous belt, Misho-Miro Mountains and western highlands of Jolfa have been delineated as risk-able zones.
引用
收藏
页码:407 / 418
页数:12
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