Laser Scanning Applications in Landslide Assessment

Laser Scanning Applications in Landslide Assessment

Pradhan, Biswajeet

Springer International Publishing AG

05/2017

359

Dura

Inglês

9783319553412

15 a 20 dias

Descrição não disponível.
Introduction: use of LiDAR in landslide studies.- A supervised object-based detection of landslides and man-made slopes.- Landslide Characteristics Detection using supervised classification approaches.- Identification of Debris Flow Sources in Tropical Rainforest.- Landslide susceptibility modelling: optimization and factor effect analysis.- Spatial resolution effects of digital elevation models and their products on landslide susceptibility assessment.- Spatial prediction of landslide-prone areas through k-nearest neighbor algorithm and logistic regression model.- LIDAR derived DEM to produce landslide susceptibility with integration of Logistic regression.- Multi-scenario landslide hazard assessment using airborne laser scanning data.- Landslide vulnerability and risk assessment for multi-hazard scenarios.- Debris flow susceptibility assessment.- LiDAR Techniques in Rockall Hazard Assessment.- Rockfall Hazard Assessmentin Tropical Region.
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Supervised landslide detection;Multi-scenario landslide hazard;Rockfall hazard assessment;LiDAR;landslide analysis;Airborne laser scanning (ALS);remote sensing/photogrammetry