Event-based landslide susceptibility models (Styrian Basin, Austria)
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https://zenodo.org/record/6365227
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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
创建时间：
2022-05-26
