Beijing Forestry University Key Laboratory of Precision Forestry 100083;
Beijing Forestry University of GIS&GPS 100083;
Beijing Municipal Institute of City Management 100028;
Beijing Key Laboratory of Municipal Solid Wastes Testing Analysis and Evaluation 100028;
air quality index(AQI); population pollution exposure; nighttime light remote sensing; Luojia-1; random forest;