Temporal and spatial evolution of soil surface roughness on stony plots

•Soil surface roughness increased as rainfall progressed.•Steeper slope developed greater surface roughness.•LiDAR points were directly used without generating DEMs.•Multiple roughness indexes were calculated and compared.•A new method was developed for analyzing surface multiple fractals.