[HTML][HTML] Investigating causal factors of shallow landslides in grassland regions of Switzerland

L Zweifel, M Samarin, K Meusburger… - Natural Hazards and …, 2021 - nhess.copernicus.org
Mountainous grassland slopes can be severely affected by soil erosion, among which
shallow landslides are a crucial process, indicating instability of slopes. We determine the …

Three oversampling methods applied in a comparative landslide spatial research in Penang Island, Malaysia

H Gao, PS Fam, LT Tay, HC Low - SN Applied Sciences, 2020 - Springer
Two main problems in landslide spatial prediction research are the lack of landslide
samples (minority) to train the models and the misunderstanding of assigning equal costs to …

Identifying Soil Erosion Processes in the Alps using Machine Learning Techniques

L Zweifel - 2021 - edoc.unibas.ch
Soils are an important part of our ecosystem and a significant resource, which ought to be
protected. A major threat to soil is the degradation caused by soil erosion. Alpine regions are …