Modelling people’s perceived scene complexity of real-world environments using street-view panoramas and open geodata F Guan, Z Fang, L Wang, X Zhang, H Zhong, H Huang ISPRS Journal of Photogrammetry and Remote Sensing 186, 315-331, 2022 | 36 | 2022 |
A new approach to refining land use types: Predicting point-of-interest categories using Weibo check-in data X Zhang, Y Sun, A Zheng, Y Wang ISPRS International Journal of Geo-Information 9 (2), 124, 2020 | 35 | 2020 |
Estimating local-scale domestic electricity energy consumption using demographic, nighttime light imagery and Twitter data Y Sun, S Wang, X Zhang, TO Chan, W Wu Energy 226, 120351, 2021 | 34 | 2021 |
Nonlinear effects of the built environment on metro-integrated ridesourcing usage T Jin, L Cheng, X Zhang, J Cao, X Qian, F Witlox Transportation Research Part D: Transport and Environment 110, 103426, 2022 | 32 | 2022 |
Forecasting the crowd: An effective and efficient neural network for citywide crowd information prediction at a fine spatio-temporal scale X Zhang, Y Sun, F Guan, K Chen, F Witlox, H Huang Transportation Research Part C: Emerging Technologies 143, 103854, 2022 | 19 | 2022 |
Integrating planar and vertical environmental features for modelling land surface temperature based on street view images and land cover data X Wei, F Guan, X Zhang, N Van de Weghe, H Huang Building and Environment 235, 110231, 2023 | 18 | 2023 |
Inferring building function: A novel geo-aware neural network supporting building-level function classification X Zhang, X Liu, K Chen, F Guan, M Luo, H Huang Sustainable Cities and Society 89, 104349, 2023 | 17 | 2023 |
Exploring impact of surrounding service facilities on urban vibrancy using tencent location-aware data: a case of Guangzhou X Zhang, Y Sun, TO Chan, Y Huang, A Zheng, Z Liu Sustainability 13 (2), 444, 2021 | 17 | 2021 |
Using street-view panoramas to model the decision-making complexity of road intersections based on the passing branches during navigation F Guan, Z Fang, X Zhang, H Zhong, J Zhang, H Huang Computers, Environment and Urban Systems 103, 101975, 2023 | 13 | 2023 |
3D-GloBFP: the first global three-dimensional building footprint dataset Y Che, X Li, X Liu, Y Wang, W Liao, X Zheng, X Zhang, X Xu, Q Shi, J Zhu, ... Earth System Science Data Discussions 2024, 1-28, 2024 | 11 | 2024 |
Research Note: Linking sensory perceptions with landscape elements through a combined approach based on prior knowledge and machine learning T Zheng, Q Pan, X Zhang, C Wang, Y Yan, T Van De Voorde Landscape and Urban Planning 242, 104928, 2024 | 7 | 2024 |
Characterizing the 3-D structure of each building in the conterminous United States Y Che, X Li, X Liu, X Zhang Sustainable Cities and Society 105, 105318, 2024 | 5 | 2024 |
Identifying building function using multisource data: A case study of China's three major urban agglomerations Y Zheng, X Zhang, J Ou, X Liu Sustainable Cities and Society 108, 105498, 2024 | 4 | 2024 |