A comparison of statistical and machine learning methods for debris flow susceptibility mapping
Zhu Liang, Changming Wang, Zhimin Zhang, Kaleem-Ullah-Jan Khan
Topics & Concepts
Debris flowReceiver operating characteristicLogistic regressionZoningStatisticsLinear discriminant analysisHazardRandom forestComputer scienceEnvironmental scienceDebrisMathematicsArtificial intelligenceGeographyMeteorologyCivil engineeringEngineeringOrganic chemistryChemistryLandslides and related hazardsFire effects on ecosystemsSoil erosion and sediment transport