Jinyao Lin

Measuring the relationship between morphological spatial pattern of green space and urban heat island using machine learning methods

Jinyao Lin, Suixuan Qiu, Xiujuan Tan et al. · Building and Environment · 2022 · 190 citations

Urban Geography, Engineering, Machine Learning Methods +13

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 · 166 citations

Meteorology, Hydrological Disaster, Engineering +14

Exploring the connection between morphological characteristic of built-up areas and surface heat islands based on MSPA

Jinyao Lin, Keqin Wei, Zifeng Guan · Urban Climate · 2023 · 96 citations

Ground Heat Flux, Engineering, Geomorphology +11

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 · 94 citations

Hydrological Disaster, Engineering, Urban Hydrology +12

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 · 92 citations

Built Environment, Building Performance, Carbon Sequestration +10