| Impacts of building configurations on urban stormwater management at a block scale using XGBoost S Zhou, Z Liu, M Wang, W Gan, Z Zhao, Z Wu Sustainable Cities and Society 87, 104235, 2022 | 63 | 2022 |
| An XGBoost-SHAP approach to quantifying morphological impact on urban flooding susceptibility M Wang, Y Li, H Yuan, S Zhou, Y Wang, RMA Ikram, J Li Ecological Indicators 156, 111137, 2023 | 60 | 2023 |
| Cost-benefit analysis of low-impact development at hectare scale for urban stormwater source control in response to anticipated climatic change Z Wang, S Zhou, M Wang, D Zhang Journal of environmental management 264, 110483, 2020 | 46 | 2020 |
| Assessing hydrological performance for optimized integrated grey-green infrastructure in response to climate change based on shared socio-economic pathways M Wang, M Liu, D Zhang, Y Zhang, J Su, S Zhou, AE Bakhshipour, ... Sustainable Cities and Society 91, 104436, 2023 | 45 | 2023 |
| Nonlinear forces in urban thermal environment using Bayesian optimization-based ensemble learning Z Wu, R Qiao, S Zhao, X Liu, S Gao, Z Liu, X Ao, S Zhou, Z Wang, Q Jiang Science of the Total Environment 838, 156348, 2022 | 39 | 2022 |
| Long-term performance of bioretention systems in storm runoff management under climate change and life-cycle condition M Wang, D Zhang, Z Wang, S Zhou, SK Tan Sustainable Cities and Society 65, 102598, 2021 | 32 | 2021 |
| Industrialization, urbanization, and innovation: Nonlinear drivers of carbon emissions in Chinese cities R Qiao, X Liu, S Gao, D Liang, G GesangYangji, L Xia, S Zhou, X Ao, ... Applied Energy 358, 122598, 2024 | 26 | 2024 |
| Automatic responsive-generation of 3D urban morphology coupled with local climate zones using generative adversarial network S Zhou, Y Wang, W Jia, M Wang, Y Wu, R Qiao, Z Wu Building and Environment 245, 110855, 2023 | 19 | 2023 |
| A survey of the landscape visibility analysis tools and technical improvements Z Wu, Y Wang, W Gan, Y Zou, W Dong, S Zhou, M Wang International Journal of Environmental Research and Public Health 20 (3), 1788, 2023 | 16 | 2023 |
| Risk-driven composition decoupling analysis for urban flooding prediction in high-density urban areas using Bayesian-Optimized LightGBM S Zhou, D Zhang, M Wang, Z Liu, W Gan, Z Zhao, S Xue, B Müller, M Zhou, ... Journal of Cleaner Production 457, 142286, 2024 | 15 | 2024 |
| Integrating technical and societal strategies in Nature-based Solutions for urban flood mitigation in Guangzhou, a heritage city J Su, M Wang, D Zhang, H Yuan, S Zhou, Y Wang, MAM Razi Ecological Indicators 162, 112030, 2024 | 9 | 2024 |
| Knowledge mapping and emerging trends of urban resilient infrastructure research in urban studies: Precedent work, current progress and future perspectives S Zhou, H Diao, M Wang, W Jia, Y Wang, Z Liu, W Gan, M Zhou, Z Wu, ... Journal of Cleaner Production, 142087, 2024 | 8 | 2024 |
| Matrix scenario-based urban flooding damage prediction via convolutional neural network H Yuan, M Wang, J Li, D Zhang, RMA Ikram, J Su, S Zhou, Y Wang, ... Journal of Environmental Management 349, 119470, 2024 | 8 | 2024 |
| A Bayesian decision model for optimum investment and design of low-impact development in urban stormwater infrastructure and management M Wang, Y Zhang, D Zhang, Y Zheng, S Zhou, SK Tan Frontiers in environmental science 9, 713831, 2021 | 8 | 2021 |
| UDGAN: A new urban design inspiration approach driven by using generative adversarial networks W Gan, Z Zhao, Y Wang, Y Zou, S Zhou, Z Wu Journal of Computational Design and Engineering 11 (1), 305-324, 2024 | 7 | 2024 |
| Comparative life cycle assessment and life cycle cost analysis of centralized and decentralized urban drainage systems: A case study in Zhujiang New Town, Guangzhou, China M Wang, B Chen, D Zhang, H Yuan, Q Rao, S Zhou, J Li, W Wang, ... Journal of Cleaner Production 426, 139173, 2023 | 7 | 2023 |
| Urban flooding risk assessment in the rural-urban fringe based on a Bayesian classifier M Wang, X Fu, D Zhang, F Chen, J Su, S Zhou, J Li, Y Zhong, SK Tan Sustainability 15 (7), 5740, 2023 | 7 | 2023 |
| Achieving Carbon Neutrality through Urban Planning and Design Z Wu, Z Zhao, W Gan, S Zhou, W Dong, M Wang International Journal of Environmental Research and Public Health 20 (3), 2420, 2023 | 7 | 2023 |
| Understanding the global subnational migration patterns driven by hydrological intrusion exposure R Qiao, S Gao, X Liu, L Xia, G Zhang, X Meng, Z Liu, M Wang, S Zhou, ... Nature Communications 15 (1), 6285, 2024 | 6 | 2024 |
| Synergistic assessment of multi-scenario urban waterlogging through data-driven decoupling analysis in high-density urban areas: A case study in Shenzhen, China S Zhou, W Jia, M Wang, Z Liu, Y Wang, Z Wu Journal of Environmental Management 369, 122330, 2024 | 5 | 2024 |