Mapping Road Surface Type of Kenya Using OpenStreetMap and High-resolution Google Satellite Imagery

file content:

1.candidate points shpfile ----- a shapefile of candidate points generated from pre-treated OSM road data.
2.sampling points shpfile ----- a shapefile of sampling points generated from candidate points.
3.paper_code.ipynb ----- the code of the method.