Landslide detection in the Himalayas using machine learning algorithms and U-Net - Meena, Sansar Raj; Soares, Lucas Pedrosa; Grohmann, Carlos H.; van Westen, Cees; Bhuyan, Kushanav; Singh, Ramesh P.; Floris, Mario; Catani, Filippo (Landslides, 2022)
Keywords: Accuracy; Agriculture; Algorithms; Automation; Civil Engineering; Correlation coefficient; Correlation coefficients; Datasets; Detection; Digital Elevation Models; Earth and Environmental Science; Earth Sciences; Environmental risk; Fieldwork; Geography; Geomorphology; Hazard assessment; Human settlements; Imagery; Interpreters; Inventories; Landslides; Landslides & mudslides; Learning algorithms; Machine learning; Model accuracy; Modelling; Natural Hazards; Performance evaluation; Sand bars; Satellite imagery; Spaceborne remote sensing; Support vector machines; Technical Note; Visual fields; Himalaya Mountains; Deep learning; Landslides; U-Net; Himalayas; Machine learning