To measure land degradation (SDG 15.3.1), the land cover (input data to SDG 15.3.1) is generated using the 2008 Africover legend for Kisumu, Kenya. The samples were trained with a machine learning model in Google Earth Engine, and Sentinel 2 imageries were classified. The land cover was obtained at 10m spatial resolution.