Application and verification of a fractal approach to landslide susceptibility mapping

被引:39
|
作者
Li, Changjiang [1 ]
Ma, Tuhua [1 ]
Sun, Leling [2 ]
Li, Wei [2 ]
Zheng, Aiping [3 ]
机构
[1] Zhejiang Informat Ctr Land & Resources, Hangzhou 310007, Zhejiang, Peoples R China
[2] Zhejiang Prov Dept Land & Mineral Resources, Hangzhou 310007, Zhejiang, Peoples R China
[3] Zhejiang Univ, Dept Earth Sci, Hangzhou 310027, Zhejiang, Peoples R China
关键词
Landslide; Susceptibility mapping; Historical landslide inventories; Fractal method; GIS; GENETIC ALGORITHMS; DEBRIS FLOWS; MODELS; GIS; RAINFALL;
D O I
10.1007/s11069-011-9804-x
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
Landslide susceptibility mapping is essential for land-use activities and management decision making in hilly or mountainous regions. The existing approaches to landslide susceptibility zoning and mapping require many different types of data. In this study, we propose a fractal method to map landslide susceptibility using historical landslide inventories only. The spatial distribution of landslides is generally not uniform, but instead clustered at many different scales. In the method, we measure the degree of spatial clustering of existing landslides in a region using a box-counting method and apply the derived fractal clustering relation to produce a landslide susceptibility map by means of GIS-supported spatial analysis. The method is illustrated by two examples at different regional scales using the landslides inventory data from Zhejiang Province, China, where the landslides are mainly triggered by rainfall. In the illustrative examples, the landslides from the inventory are divided into two time periods: The landslides in the first period are used to produce a landslide susceptibility map, and those in the late period are taken as validation samples for examining the predictive capability of the landslide susceptibility maps. These examples demonstrate that the landslide susceptibility map created by the proposed technique is reliable.
引用
收藏
页码:169 / 185
页数:17
相关论文
共 50 条
  • [41] An integrated approach based landslide susceptibility mapping: case of Muzaffarabad region, Pakistan
    ul Basharat, Mubeen
    Khan, Junaid Ali
    Abdo, Hazem Ghassan
    Almohamad, Hussein
    [J]. GEOMATICS NATURAL HAZARDS & RISK, 2023, 14 (01)
  • [42] 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
    [J]. EARTH SYSTEMS AND ENVIRONMENT, 2023, 7 (01) : 223 - 235
  • [43] Use of the deterministic approach for the landslide susceptibility mapping, Vsetinske vrchy Highland, Czechia
    Klimes, Jan
    [J]. GEOGRAFIE, 2008, 113 (01): : 48 - 60
  • [44] Landslide susceptibility mapping using the Matrix Assessment Approach: a Derbyshire case study
    Cross, M
    [J]. GEOHAZARDS IN ENGINEERING GEOLOGY, 1998, (15): : 247 - 261
  • [45] 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
    [J]. Earth Systems and Environment, 2023, 7 : 223 - 235
  • [46] Landslide susceptibility mapping based on the reliability of landslide and non-landslide sample
    Hong, Haoyuan
    Wang, Desheng
    Zhu, A-Xing
    Wang, Yi
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2024, 243
  • [47] Application of an analytical hierarchical process approach for landslide susceptibility mapping in A Luoi district, Thua Thien Hue Province, Vietnam
    Long Nguyen Thanh
    De Smedt, Florimond
    [J]. ENVIRONMENTAL EARTH SCIENCES, 2012, 66 (07) : 1739 - 1752
  • [48] Application of an analytical hierarchical process approach for landslide susceptibility mapping in A Luoi district, Thua Thien Hue Province, Vietnam
    Long Nguyen Thanh
    Florimond De Smedt
    [J]. Environmental Earth Sciences, 2012, 66 : 1739 - 1752
  • [49] Landslide Susceptibility Mapping by Neuro-Fuzzy Approach in a Landslide-Prone Area (Cameron Highlands, Malaysia)
    Pradhan, Biswajeet
    Sezer, Ebru Akcapinar
    Gokceoglu, Candan
    Buchroithner, Manfred F.
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2010, 48 (12): : 4164 - 4177
  • [50] The importance of input data on landslide susceptibility mapping
    Krzysztof Gaidzik
    María Teresa Ramírez-Herrera
    [J]. Scientific Reports, 11