Jianjun Li

An XGBoost-SHAP approach to quantifying morphological impact on urban flooding susceptibility

Mo Wang, Yingxin Li, Haojun Yuan et al. · Ecological Indicators · 2023 · 218 citations · Full text

Natural Resources, Hydrology, Urban Planning +17

Exploring the relationship between air temperature and urban morphology factors using machine learning under local climate zones

Chengliang Fan, Binwei Zou, Jianjun Li et al. · Case Studies in Thermal Engineering · 2024 · 37 citations · Full text

Natural Sciences, Urban Planning, Urban Studies +17

Data-driven urban configuration optimization: An XGBoost-based approach for mitigating flood susceptibility and enhancing economic contribution

Haojun Yuan, Mo Wang, Dongqing Zhang et al. · Ecological Indicators · 2024 · 26 citations · Full text

Natural Resources, Urban Design, Urban Planning +17

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

Mo Wang, Biyi Chen, Dongqing Zhang et al. · Journal of Cleaner Production · 2023 · 21 citations

Natural Resources, Urban Planning, Water Resources Management +17

Matrix scenario-based urban flooding damage prediction via convolutional neural network

Haojun Yuan, Mo Wang, Jianjun Li et al. · Journal of Environmental Management · 2023 · 21 citations

Natural Resources, Urban Planning, Flood Risk Management +11