Published May 25, 2022
| Version 1.0.0
Dataset
Open
Event-based landslide susceptibility models (Styrian Basin, Austria)
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.
| 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 |
Notes
These data were generated within the Eastern Alpine Slope Instabilities under Climate Change (EASICLIM) project funded by the Austrian Climate Research Program (ACRP), grant number KR16AC0K13160.
Files
Event-based landslide susceptibility models (Styrian Basin, Austria).zip
Files
(113.9 MB)
| Name | Size | Download all |
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Additional details
Related works
- Is documented by
- Journal article: 10.3390/geosciences10060217 (DOI)
- Journal article: 10.1038/s43247-022-00408-7 (DOI)