| Measuring human perceptions of a large-scale urban region using machine learning F Zhang, B Zhou, L Liu, Y Liu, HH Fung, H Lin, C Ratti Landscape and Urban Planning 180, 148-160, 2018 | 526 | 2018 |
| Mapping sky, tree, and building view factors of street canyons in a high-density urban environment FY Gong, ZC Zeng, F Zhang, X Li, E Ng, LK Norford Building and Environment 134, 155-167, 2018 | 287 | 2018 |
| A review of urban physical environment sensing using street view imagery in public health studies Y Kang, F Zhang, S Gao, H Lin, Y Liu Annals of GIS 26 (3), 261-275, 2020 | 216 | 2020 |
| Understanding house price appreciation using multi-source big geo-data and machine learning Y Kang, F Zhang, W Peng, S Gao, J Rao, F Duarte, C Ratti Land Use Policy 90, 104919, 2021 | 177 | 2021 |
| Social sensing from street-level imagery: A case study in learning spatio-temporal urban mobility patterns F Zhang, D Zhu, L Wu, Y Liu ISPRS Journal of Photogrammetry and Remote Sensing 153, 48-58, 2019 | 175 | 2019 |
| Spatial interpolation using conditional generative adversarial neural networks D Zhu, X Cheng, F Zhang, X Yao, Y Gao, Y Liu International Journal of Geographical Information Science, 1-24, 2019 | 155 | 2019 |
| Representing place locales using scene elements F Zhang, D Zhang, Y Liu, H Lin Computers, Environment and Urban Systems 71, 153-164, 2018 | 141 | 2018 |
| Understanding place characteristics in geographic contexts through graph convolutional neural networks D Zhu, F Zhang, S Wang, Y Wang, X Cheng, Z Huang, Y Liu Annals of the American Association of Geographers 110 (2), 408-420, 2020 | 136 | 2020 |
| Uncovering inconspicuous places using social media check-ins and street view images F Zhang, J Zu, M Hu, D Zhu, Y Kang, S Gao, Y Zhang, Z Huang Computers, Environment and Urban Systems 81, 101478, 2020 | 131 | 2020 |
| “Perception bias”: Deciphering a mismatch between urban crime and perception of safety F Zhang, Z Fan, Y Kang, Y Hu, C Ratti Landscape and Urban Planning 207, 104003, 2021 | 121 | 2021 |
| A modified U-Net with a specific data argumentation method for semantic segmentation of weed images in the field K Zou, X Chen, Y Wang, C Zhang, F Zhang Computers and Electronics in Agriculture 187, 106242, 2021 | 109 | 2021 |
| Classification and mapping of urban canyon geometry using Google Street View images and deep multitask learning CB Hu, F Zhang, FY Gong, C Ratti, X Li Building and Environment 167, 106424, 2020 | 102 | 2020 |
| Towards feasibility of photovoltaic road for urban traffic-solar energy estimation using street view image Z Liu, A Yang, M Gao, H Jiang, Y Kang, F Zhang, T Fei Journal of Cleaner Production 228, 303-318, 2019 | 94 | 2019 |
| Vectorized rooftop area data for 90 cities in China Z Zhang, Z Qian, T Zhong, M Chen, K Zhang, Y Yang, R Zhu, F Zhang, ... Scientific Data 9 (1), 66, 2022 | 90 | 2022 |
| Carbon mitigation potential afforded by rooftop photovoltaic in China Z Zhang, M Chen, T Zhong, R Zhu, Z Qian, F Zhang, Y Yang, K Zhang, ... Nature Communications 14 (1), 2347, 2023 | 81 | 2023 |
| Understanding architecture age and style through deep learning M Sun, F Zhang, F Duarte, C Ratti Cities 128, 103787, 2022 | 76 | 2022 |
| Urban function recognition by integrating social media and street-level imagery C Ye, F Zhang, L Mu, Y Gao, Y Liu Environment and Planning B: Urban Analytics and City Science 48 (6), 1430-1444, 2021 | 75 | 2021 |
| Human settlement value assessment from a place perspective: Considering human dynamics and perceptions in house price modeling Y Kang, F Zhang, S Gao, W Peng, C Ratti Cities 118, 103333, 2021 | 68 | 2021 |
| Places for play: Understanding human perception of playability in cities using street view images and deep learning J Kruse, Y Kang, YN Liu, F Zhang, S Gao Computers, Environment and Urban Systems 90, 101693, 2021 | 63 | 2021 |
| Evaluating healthcare resource inequality in Beijing, China based on an improved spatial accessibility measurement S Gong, Y Gao, F Zhang, L Mu, C Kang, Y Liu Transactions in GIS, 2021 | 62 | 2021 |
Yu LiuPeking UniversityVerified email at urban.pku.edu.cn