Abstract. Artificial impervious surface area (ISA) documents the human footprint. Accurate, timely, and detailed ISA datasets are therefore essential for global climate change studies urban planning. However, due to lack of sufficient training samples operational mapping methods, at a 10 m resolution still lacking. To this end, we proposed method leveraging multi-source geospatial data. Based o...