A comparison of statistical and machine learning methods for debris flow susceptibility mapping - Liang, Zhu; Wang, Chang-Ming; Zhang, Zhi-Min; Khan, Kaleem-Ullah-Jan (Stochastic environmental research and risk assessment, 2020)
Keywords: Aquatic Pollution; Bayesian analysis; Chemistry and Earth Sciences; Computational Intelligence; Computer Science; Contingency; Datasets; Debris flow; Detritus; Discriminant analysis; Earth and Environmental Science; Earth Sciences; Environment; Flow mapping; Land use; Land use management; Land use planning; Learning algorithms; Machine learning; Mapping; Math. Appl. in Environmental Science; Model accuracy; Mountain regions; Mountainous areas; Original Paper; Performance evaluation; Physics; Probability Theory and Stochastic Processes; Regression analysis; Risk reduction; Statistical analysis; Statistics for Engineering; Susceptibility; Waste Water Technology; Water Management; Water Pollution Control; Himalayas area; Logistic regression; Random forest; Debris flow; Bayes discriminant analysis; Susceptibility