Deriving discharge thresholds for runoff-generated debris flow initiation using process-based modelling and machine learning methods
Hui Tang1, Luke McGuire2, Francis K Rengers3, Jason W Kean4, Dennis M Staley5, Martino Bernard6, Carlo Gregoretti6 and Joel Smith7, (1)Helmholtz Centre Potsdam GFZ German Research Centre for Geosciences, Section 4.7 Earth Surface Process Modelling, Potsdam, Germany, (2)University of Arizona, Tucson, AZ, United States, (3)University of Colorado, Boulder, CO, United States, (4)USGS, Geologic Hazards Science Center, Golden, CO, United States, (5)USGS, Baltimore, MD, United States, (6)University of Padova, Department of Land, Environment, Agriculture, and Forestry, Padova, Italy, (7)U.S. Geological Survey, Denver, CO, United States