Landslide susceptibility mapping: improvements in variable weights estimation through machine learning algorithms—a case study of upper Indus River Basin, Pakistan - Imtiaz, Iqra; Umar, Muhammad; Latif, Muhammad; Ahmed, Rehan; Azam, Muhammad (Environmental earth sciences, 2022)
Keywords: Algorithms; Bayesian analysis; Biogeosciences; case studies; Development projects; Earth and Environmental Science; Earth Sciences; Environmental Science and Engineering; Geochemistry; Geographic information systems; Geographical information systems; Geology; Hydrology/Water Resources; Indus River; Information systems; Infrastructure; Landslides; Landslides & mudslides; Learning algorithms; Machine learning; Model accuracy; Modelling; Original Article; Pakistan; Remote sensing; River basins; Rivers; Safety measures; Support vector machines; Susceptibility; Terrestrial Pollution; tourists; Training; watersheds; Indus River; Pakistan; Landslides; Naïve Bayes; Random forest; Pakistan; Support vector machine; Machine learning