Developing an Accessible Landslide Susceptibility Model Using Open-Source Resources

被引:19
作者
An, Kyungjin [1 ]
Kim, Suyeon [2 ]
Chae, Taebyeong [3 ]
Park, Daeryong [4 ]
机构
[1] Konkuk Univ, Dept Forestry & Landscape Architecture, Seoul 05029, South Korea
[2] Konkuk Univ, Grad Sch, Dept Environm Sci, Seoul 05029, South Korea
[3] KARI, Natl Satellite Operat & Applicat Ctr, Satellite Informat Promot Team, Daejeon 34133, South Korea
[4] Konkuk Univ, Dept Civil & Environm Engn, Seoul 05029, South Korea
基金
新加坡国家研究基金会;
关键词
landslide modeling; landslide hazards; susceptibility models; open-source software; satellite imagery; accessible modeling; TRIGGERED SHALLOW LANDSLIDES; RAINFALL-INDUCED LANDSLIDES; CATCHMENT SCALE; DEBRIS FLOWS; SYSTEM; REINFORCEMENT; MANAGEMENT; REGION; TRIGRS; ROOTS;
D O I
10.3390/su10020293
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Landslide susceptibility models are important for public safety, but often rely on inaccessible or unaffordable software and geospatial data. Thus, affordable and accessible landslide prediction systems would be especially useful in places that lack the infrastructure for acquiring and analyzing geospatial data. Current landslide susceptibility models and existing methodologies do not consider such issues; therefore, this study aimed to develop an accessible and affordable landslide susceptibility modeling application and methodology based on open-source software and geospatial data. This model used TRIGRS (asc format) and QGIS (Digital Elevation Models (DEMs) extracted from GeoTIFF format) with widely accessible environmental parameters to identify potential landslide risks. In order to verify the suitability of the proposed application and methodology, a case study was conducted on Lantau Island, Hong Kong to assess the validity of the results, a comparison with 1999 landslide locations. The application developed in this study showed a good agreement with the four previous landslide locations marked as highly susceptible, which proves the validity of the study. Therefore, the developing model and the cost-effective approach, in this study simulated the landslide performance well and suggested the new approach of the landslide prediction system.
引用
收藏
页数:13
相关论文
共 50 条
  • [1] Aleotti P., 1999, Bull. Eng. Geol. Environ, V58, P21, DOI [10.1007/s100640050066, DOI 10.1007/S100640050066]
  • [2] [Anonymous], 2017, SUSTAINABILITY BASEL, DOI DOI 10.3390/su9071280
  • [3] [Anonymous], SUSTAINABILITY BASEL
  • [4] Suitability estimation for urban development using multi-hazard assessment map
    Bathrellos, George D.
    Skilodimou, Hariklia D.
    Chousianitis, Konstantinos
    Youssef, Ahmed M.
    Pradhan, Biswajeet
    [J]. SCIENCE OF THE TOTAL ENVIRONMENT, 2017, 575 : 119 - 134
  • [5] Assessment of rural community and agricultural development using geomorphological-geological factors and GIS in the Trikala prefecture (Central Greece)
    Bathrellos, George D.
    Gaki-Papanastassiou, Kalliopi
    Skilodimou, Hariklia D.
    Skianis, Georgios Aim.
    Chousianitis, Konstantinos G.
    [J]. STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT, 2013, 27 (02) : 573 - 588
  • [6] Potential suitability for urban planning and industry development using natural hazard maps and geological-geomorphological parameters
    Bathrellos, George D.
    Gaki-Papanastassiou, Kalliopi
    Skilodimou, Hariklia D.
    Papanastassiou, Dimitrios
    Chousianitis, Konstantinos G.
    [J]. ENVIRONMENTAL EARTH SCIENCES, 2012, 66 (02) : 537 - 548
  • [7] Baum R, 2010, J GEOPHYS RES, V115, P115
  • [8] Baum RL, 2002, US GEOLOGICAL SURVEY, V424, P38
  • [9] Analysis of topographic and climatic control on rainfall-triggered shallow landsliding using a quasi-dynamic wetness index
    Borga, M
    Fontana, GD
    Cazorzi, F
    [J]. JOURNAL OF HYDROLOGY, 2002, 268 (1-4) : 56 - 71
  • [10] Physically based modelling of shallow landslide sediment yield at a catchment scale
    Burton, A
    Bathurst, JC
    [J]. ENVIRONMENTAL GEOLOGY, 1998, 35 (2-3): : 89 - 99