Zindi recently launched Landslide Prevention and Innovation Challenge/hackathon to identify landslide in Hong Kong. More info is
here.
I participated in the competition. I derived various new features (did not have time/resource to reduce them) and then used LightGBM with DART to classify the landslide. More info is in my github
repo.