Published June 25, 2024
| Version v1
Poster
Open
Spatial correlation between landslides and geotechnical factors using Random Forest and SHAP
Description
The activation as well as the consequences of landslides are difficult to predict, as they depend on
factors characterized by large variability and uncertainties. The aim of this study is to establish a
correlation between geological, geotechnical and geomorgpohlogical characteristics and the
spatial distribution of recorded landslides.
Files
EGU24-18870-poster.pdf
Files
(1.4 MB)
| Name | Size | Download all |
|---|---|---|
|
md5:bc6dd7fdd38a63317716c1530d200b3b
|
1.4 MB | Preview Download |
Additional details
References
- Tzampoglou, P., Loukidis, D., karalis, K., Anastasiades, A., and Tsangaratos, P.: Spatial correlation between landslides and geotechnical factors using Random Forest and SHAP, EGU General Assembly 2024, Vienna, Austria, 14–19 Apr 2024, EGU24-18870, https://doi.org/10.5194/egusphere-egu24-18870, 2024.