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

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

From MaRDI portal



DOI10.5281/zenodo.6365228Zenodo6365228MaRDI QIDQ6676739

Dataset published at Zenodo repository.

Author name not available (Why is that?)

Publication date: 25 May 2022

Copyright license: No records found.



Description

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






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