Event-based landslide susceptibility models (Styrian Basin, Austria)

Landslide susceptibility models Landslide susceptibility modes are based on rainfall-triggered landslide events in the Styrian basin, Austria, in 2009 and 2014. Landslide susceptibility models are generalized additive models (GAM). Note: Information on the exact location of landslides has been obscured. Uncertainty Posterior simulations of the coefficients using a simple Metropolis Hastings sampler and a Gaussian approximation are available for GAM-Spatial and GAM-SM. Overview of landslide susceptibility models GAM Variables GAM-Co land surface variables, meteorological variables, geology, LULC GAM-SM GAM-Co, soil moisture GAM-SM+TC GAM-SM, five-day rainfall > 80 mm top-coded GAM-Spatial GAM-SM+TC, Gaussian process smoother