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

<strong>Landslide susceptibility models</strong> 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). <em>Note: Information on the exact location of landslides has been obscured.</em> <br> <strong>Uncertainty</strong> Posterior simulations of the coefficients using a simple Metropolis Hastings sampler and a Gaussian approximation are available for GAM-Spatial and GAM-SM. <strong>Overview of landslide susceptibility models</strong> <strong>GAM</strong> <strong>Variables</strong> GAM-Co land surface variables, meteorological variables, geology, LULC GAM-SM GAM-Co, soil moisture GAM-SM+TC GAM-SM, five-day rainfall &gt; 80 mm top-coded GAM-Spatial GAM-SM+TC, Gaussian process smoother