| A city-scale estimation of rooftop solar photovoltaic potential based on deep learning T Zhong, Z Zhang, M Chen, K Zhang, Z Zhou, R Zhu, Y Wang, G Lü, J Yan Applied Energy 298, 117132, 2021 | 92 | 2021 |
| 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 | 65 | 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 | 48 | 2023 |
| Assessment of solar photovoltaic potentials on urban noise barriers using street-view imagery T Zhong, K Zhang, M Chen, Y Wang, R Zhu, Z Zhang, Z Zhou, Z Qian, ... Renewable energy 168, 181-194, 2021 | 46 | 2021 |
| Deep Roof Refiner: A detail-oriented deep learning network for refined delineation of roof structure lines using satellite imagery Z Qian, M Chen, T Zhong, F Zhang, R Zhu, Z Zhang, K Zhang, Z Sun, G Lü International Journal of Applied Earth Observation and Geoinformation 107 …, 2022 | 26 | 2022 |
| Iterative integration of deep learning in hybrid Earth surface system modelling M Chen, Z Qian, N Boers, AJ Jakeman, AJ Kettner, M Brandt, MP Kwan, ... Nature Reviews Earth & Environment 4 (8), 568-581, 2023 | 21 | 2023 |
| Vectorized dataset of roadside noise barriers in China using street view imagery Z Qian, M Chen, Y Yang, T Zhong, F Zhang, R Zhu, K Zhang, Z Zhang, ... Earth System Science Data 14 (9), 4057-4076, 2022 | 21 | 2022 |
| Improving the performance of automated rooftop extraction through geospatial stratified and optimized sampling Z Sun, Z Zhang, M Chen, Z Qian, M Cao, Y Wen Remote Sensing 14 (19), 4961, 2022 | 5 | 2022 |
| Multi-task deep learning for large-scale building detail extraction from high-resolution satellite imagery Z Qian, M Chen, Z Sun, F Zhang, Q Xu, J Guo, Z Xie, Z Zhang arXiv preprint arXiv:2310.18899, 2023 | 1 | 2023 |
| Simultaneous extraction of spatial and attributional building information across large-scale urban landscapes from high-resolution satellite imagery Z Qian, M Chen, Z Sun, F Zhang, Q Xu, J Guo, Z Xie, Z Zhang Sustainable Cities and Society 106, 105393, 2024 | | 2024 |
min chenKey Laboratory of Virtual Geographic Environment, Ministry of Education of PRC, Nanjing Normal在 njnu.edu.cn 的电子邮件经过验证
