Siyan Lu

Predicting future urban waterlogging-prone areas by coupling the maximum entropy and FLUS model

Jinyao Lin, Peiting He, Liu Yang et al. · Sustainable Cities and Society · 2022 · 174 citations

Natural Resources, Hydrology, Water Resources Management +16

Investigating the influence of three-dimensional building configuration on urban pluvial flooding using random forest algorithm

Jinyao Lin, Xiaoyu He, Siyan Lu et al. · Environmental Research · 2020 · 102 citations

Natural Resources, Hydrology, Urban Planning +16

Analyzing the impact of three-dimensional building structure on CO2 emissions based on random forest regression

Jinyao Lin, Siyan Lu, Xiaoyu He et al. · Energy · 2021 · 101 citations

Management, Environmental Engineering, Environmental Sciences +10

Measuring the Non-Linear Relationship between Three-Dimensional Built Environment and Urban Vitality Based on a Random Forest Model

Jinyao Lin, Yaye Zhuang, Yang Zhao et al. · International Journal of Environmental Research and Public Health · 2022 · 47 citations · Full text

Planning, Urban Design, Urban Planning +12

Estimating potential illegal land development in conservation areas based on a presence-only model

Jinyao Lin, Hua Li, Yijuan Zeng et al. · Journal of Environmental Management · 2022 · 26 citations

Planning, Conservation Biology, Land-use Planning +12