1. a Key Laboratory of Urban Stormwater System and Water Environment, Ministry of Education, Beijing University of Civil Engineering and Architecture, Beijing 102616, China
2. b Beijing Drainage Group Co., Ltd, Beijing 100044, China
3. c Department of Water Conservancy and Civil Engineering, Beijing Vocational College of Agriculture, Beijing 102442, China
4. d Beijing Municipal Ecological and Environmental Monitoring Center, Beijing 100048, China
5. e UCD Dooge Centre for Water Resources Research, School of Civil Engineering, University College Dublin, Belfield, Dublin D04 V1W8, Ireland