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Enhanced landslide susceptibility zonation using GIS-Based ensemble techniques

Ankur Sharma
•
Har Amrit Singh Sandhu
•
Claudia Cherubini
2025
  • journal article

Periodico
ENVIRONMENTAL EARTH SCIENCES
Abstract
Landslide Susceptibility Zonation is an efficient technique decision-makers use for disaster mitigation in landslide-prone regions. This study proposes an alternate approach for LSZ mapping, aiming to mitigate the limitations of the subjective expert opinion-based methods presently employed by disaster management authorities in India. Consequently, a GIS-based ensemble of Frequency Ratio and Analytical Hierarchy Process is employed, which offers a more robust and objective evaluation of Landslide Susceptibility. A landslide inventory of 592 incidents is processed using the database maintained by the Geological Survey of India, the national nodal agency for landslide studies. Then, LSZ mapping is conducted for a selected region in the Indian Himalayas using the processed inventory and nine causative factors (Elevation, Slope, Aspect, Curvature, Terrain Ruggedness Index (TRI), Distance to drainage, Land Use/Land Cover (LULC), Geology, and Lithology) as input. The generated LSZ map is evaluated using separate subsets of the inventory, yielding accuracies of 74.13% and 75.08%, respectively, during the training and testing stages. The study's findings hold potential implications for more effective disaster mitigation strategies and early warning systems in landslide-prone regions.
DOI
10.1007/s12665-024-12032-z
WOS
WOS:001389579000010
Archivio
https://hdl.handle.net/11368/3101738
info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-85213295815
https://link.springer.com/article/10.1007/s12665-024-12032-z
Diritti
closed access
license:copyright editore
license uri:iris.pri02
FVG url
https://arts.units.it/request-item?handle=11368/3101738
Soggetti
  • Landslide Susceptibil...

  • Analytical Hierarchy ...

  • Ensemble Approach

  • Frequency Ratio (FR)

  • Geographical Informat...

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