landslides and explanatory variables in Hiraenoki

A point cloud dataset was generated at 10-meter intervals across the study area, excluding zones identified as the initiation areas of deep-seated landslides as well as transportation zones and deposition zones. For each point, data were sampled on the presence or absence of landslides, forest vegetation type, orchard type, elevation, slope angle, slope aspect, rainfall, surface geology, and TPI.