Landslide susceptibility mapping using GIS and weighted overlay method: a case study from NW Himalayas, Pakistan

被引:97
|
作者
Basharat, Muhammad [1 ]
Shah, Hamid Raza [1 ]
Hameed, Nasir [2 ]
机构
[1] Univ Azad Jammu & Kashmir, Inst Geol, Muzaffarabad 13100, Pakistan
[2] Azad Jammu & Kashmir, Planning & Dev Dept, Muzaffarabad 13100, Pakistan
关键词
Landslide susceptibility; GIS; Analytic hierarchy process; Weighted overlay method; 2005 KASHMIR EARTHQUAKE; BALA ROCK AVALANCHE;
D O I
10.1007/s12517-016-2308-y
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
Landslide susceptibility map is very important for engineers, geologist, and land use planner for prevention and mitigation of landslide hazard in the area. This paper presents landslide susceptibility analysis for the part of tehsil Balakot, NW Himalayas, Pakistan. In this study, topographical, geological and remote sensing data were collected and processed using geographic information system (GIS) and ERDAS Imagine software. Nine influential causative factors for landslide occurrence were used for this purpose. The causative factors that influence the landslide occurrence include slope, aspect, curvature, elevation, lithology, land cover, faults, road network, and hydrology. These factors were analyzed for construction of thematic data layers. Numerical weight for each factor was assigned by the Analytic Hierarchy Process (AHP) using Pairwise Comparison Method. The landslide susceptibility indices were derived using weighted overlay method (WOM). As a result, landslide susceptibility map was produced in GIS. The susceptibility map classified the study area into very high, high, moderate, and low susceptible zones. The results of the susceptibility mapping were verified using the landslide occurrence. The verification results revealed 76 % accuracy. The validated results showed good agreement between landslide occurrence and produced susceptibility map of the area. Susceptibility map prepared by weighted overlay method is validated for landslide hazard, mitigations, and land use planning for future construction in the area.
引用
收藏
页数:19
相关论文
共 50 条
  • [1] Landslide susceptibility mapping using GIS and weighted overlay method: a case study from NW Himalayas, Pakistan
    Muhammad Basharat
    Hamid Raza Shah
    Nasir Hameed
    Arabian Journal of Geosciences, 2016, 9
  • [2] Landslide susceptibility mapping using GIS and weighted overlay method: a case study from North Jordan
    Awawdeh, Muheeb M.
    ElMughrabi, Mohammad A.
    Atallah, Mohammad Y.
    ENVIRONMENTAL EARTH SCIENCES, 2018, 77 (21)
  • [3] Landslide susceptibility mapping using GIS and weighted overlay method: a case study from North Jordan
    Muheeb M. Awawdeh
    Mohammad A. ElMughrabi
    Mohammad Y. Atallah
    Environmental Earth Sciences, 2018, 77
  • [4] Comparison of landslide susceptibility models and their robustness analysis: a case study from the NW Himalayas, Pakistan
    Ikram, Nawaz
    Basharat, Muhammad
    Ali, Asghar
    Usmani, Nadeem Ahmad
    Gardezi, Syed Ahsan Hussain
    Hussain, Mian Luqman
    Riaz, Muhammad Tayyib
    GEOCARTO INTERNATIONAL, 2022, 37 (25) : 9204 - 9241
  • [5] GIS based landslide susceptibility mapping and assessment using weighted overlay method in Wayanad: A part of Western Ghats, Kerala
    Arumugam, Thangavelu
    Kinattinkara, Sapna
    Velusamy, Sampathkumar
    Shanmugamoorthy, Manoj
    Murugan, Sakthivel
    URBAN CLIMATE, 2023, 49
  • [6] Potential landslide susceptibility mapping using weighted overlay model (WOM)
    Shit P.K.
    Bhunia G.S.
    Maiti R.
    Modeling Earth Systems and Environment, 2016, 2 (1)
  • [7] Landslide susceptibility mapping using artificial intelligence models: a case study in the Himalayas
    Hussain, Muhammad Afaq
    Chen, Zhanlong
    Zhou, Yulong
    Meena, Sansar Raj
    Ali, Nafees
    Shah, Safeer Ullah
    LANDSLIDES, 2025,
  • [8] Landslide Susceptibility Mapping Using Weighted-Overlay Approach in Rangamati, Bangladesh
    Khatun, Mahmuda
    Hossain, A. T. M. Shakhawat
    Sayem, Hossain Md
    Moniruzzaman, Md
    Ahmed, Zia
    Rahaman, Khan Rubayet
    EARTH SYSTEMS AND ENVIRONMENT, 2023, 7 (01) : 223 - 235
  • [9] Landslide Susceptibility Mapping Using Weighted-Overlay Approach in Rangamati, Bangladesh
    Mahmuda Khatun
    A. T. M. Shakhawat Hossain
    Hossain Md. Sayem
    Md Moniruzzaman
    Zia Ahmed
    Khan Rubayet Rahaman
    Earth Systems and Environment, 2023, 7 : 223 - 235
  • [10] Spatiotemporal landslide susceptibility mapping using machine learning models: A case study from district Hattian Bala, NW Himalaya, Pakistan
    Khaliq, Ahmad Hammad
    Basharat, Muhammad
    Riaz, Malik Talha
    Riaz, Muhammad Tayyib
    Wani, Saad
    Al-Ansari, Nadhir
    Le, Long Ba
    Linh, Nguyen Thi Thuy
    AIN SHAMS ENGINEERING JOURNAL, 2023, 14 (03)