Landslide Susceptibility Mapping Using GIS-based Vector Grid File (VGF) Validating with InSAR Techniques: Three Gorges, Yangtze River (China)

KINCAL C., Li Z., Drummond J., Liu P., Hoey T., Muller J.

AIMS GEOSCIENCES, cilt.3, sa.1, ss.116-141, 2017 (ESCI) identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 3 Sayı: 1
  • Basım Tarihi: 2017
  • Doi Numarası: 10.3934/geosci.2017.1.116
  • Dergi Adı: AIMS GEOSCIENCES
  • Derginin Tarandığı İndeksler: Emerging Sources Citation Index (ESCI)
  • Sayfa Sayıları: ss.116-141
  • Anahtar Kelimeler: ASTER GDEM, PS InSAR, Three Gorges, landslide susceptibility, LOGISTIC-REGRESSION, HAZARD ASSESSMENT, PERMANENT SCATTERERS, MACHINE MODELS, LAND-COVER, ASTER DATA, AREA, INFORMATION, REGION, CLASSIFICATION
  • Dokuz Eylül Üniversitesi Adresli: Evet

Özet

A landslide susceptibility assessment for the Three Gorges (TG) region (China) was performed in a Geographical Information System (GIS) environment and Persistent Scatterer (PS) InSAR derived displacements were used for validation purposes. Badong County of TG was chosen as case study field. Landslide parameters were derived from two datasets. The Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER) Global Digital Elevation Map (GDEM) was used to calculate slope geometry parameters (slope, aspect, drainage, and lineament), while geology and vegetation cover were obtained from Landsat and ASTER data. The majority of historical landslides occurred in the sandstone-shale-claystone intercalations. It appears that slope gradients are more critical than other parameters such as aspect and drainage. The susceptibility assessment was based on a summation of assigned susceptibility scores (points) for each 30x30 m unit in a database of a Vector Grid File (VGF) composed of, vector pixels.. A landslide susceptibility map (LSM) was generated using VGF and classified with low, moderate and high landslide susceptibility zones. The comparison between the LSM and PS InSAR derived displacements suggests that landslides only account for parts of the observed surface movements.