Pengpeng Liang

How 2D and 3D built environments impact urban surface temperature under extreme heat: A study in Chengdu, China

Pinyang Luo, Bingjie Yu, Pengfei Li et al. · Building and Environment · 2023 · 93 citations

Built Environment, Urban Design, Engineering +10

A Broad Sparse Fine-Grained Image Classification Model Based on Dictionary Selection Strategy

Jianjie Zheng, Pengpeng Liang, Huimin Zhao et al. · IEEE Transactions on Reliability · 2023 · 41 citations

Engineering, Machine Learning, Image Retrieval +19

Crowdsourced Data for Physical Activity-Built Environment Research: Applying Strava Data in Chengdu, China

Linchuan Yang, Bingjie Yu, Pengpeng Liang et al. · Frontiers in Public Health · 2022 · 39 citations · Full text

Spatially varying impacts of the built environment on physical activity from a human-scale view: Using street view data

Pinyang Luo, Bingjie Yu, Pengfei Li et al. · Frontiers in Environmental Science · 2022 · 23 citations · Full text

Built Environment, Spatial Science, Convolutional Neural Network +15

Node-place model extended by system support: Evaluation and classification of metro station areas in Tianfu new area of Chengdu

Jiexi Ma, Zhongwei Shen, Yi Xie et al. · Frontiers in Environmental Science · 2022 · 14 citations · Full text

Spatial Development, Engineering, Geographical Information System +23