| Artificial intelligence for geoscience: Progress, challenges and perspectives T Zhao, S Wang, C Ouyang, M Chen, C Liu, J Zhang, L Yu, F Wang, Y Xie, ... The Innovation, 2024 | 129 | 2024 |
| 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 | 109 | 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 | 103 | 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 | 55 | 2021 |
| 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 | 52 | 2023 |
| Identification of urban functional areas by coupling satellite images and taxi GPS trajectories Z Qian, X Liu, F Tao, T Zhou Remote Sensing 12 (15), 2449, 2020 | 50 | 2020 |
| Deep solar PV refiner: A detail-oriented deep learning network for refined segmentation of photovoltaic areas from satellite imagery R Zhu, D Guo, MS Wong, Z Qian, M Chen, B Yang, B Chen, H Zhang, ... International Journal of Applied Earth Observation and Geoinformation 116 …, 2023 | 43 | 2023 |
| GIScience can facilitate the development of solar cities for energy transition R Zhu, MP Kwan, ATD Perera, H Fan, B Yang, B Chen, M Chen, Z Qian, ... Advances in Applied Energy 10, 100129, 2023 | 32 | 2023 |
| 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 | 32 | 2022 |
| 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 | 25 | 2022 |
| Using street view images to identify road noise barriers with ensemble classification model and geospatial analysis K Zhang, Z Qian, Y Yang, M Chen, T Zhong, R Zhu, G Lv, J Yan Sustainable cities and society 78, 103598, 2022 | 24 | 2022 |
| Quantifying the photovoltaic potential of highways in China K Zhang, M Chen, Y Yang, T Zhong, R Zhu, F Zhang, Z Qian, G Lü, J Yan Applied Energy 324, 119600, 2022 | 22 | 2022 |
| Automatic identification of the social functions of areas of interest (AOIs) using the standard hour-day-spectrum approach T Zhou, X Liu, Z Qian, H Chen, F Tao ISPRS International Journal of Geo-Information 9 (1), 7, 2019 | 19 | 2019 |
| A novel approach for online car-hailing monitoring using spatiotemporal big data T Zhou, W Shi, X Liu, F Tao, Z Qian, R Zhang IEEE access 7, 128936-128947, 2019 | 17 | 2019 |
| Documentation strategy for facilitating the reproducibility of geo-simulation experiments Z Zhu, M Chen, Z Qian, H Li, K Wu, Z Ma, Y Wen, S Yue, G Lü Environmental Modelling & Software 163, 105687, 2023 | 9 | 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 | 7* | 2024 |
| Dynamic update and monitoring of AOI entrance via spatiotemporal clustering of drop-off points T Zhou, X Liu, Z Qian, H Chen, F Tao Sustainability 11 (23), 6870, 2019 | 7 | 2019 |
| 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 | 6 | 2022 |
| Collaboration between artificial intelligence and Earth science communities for mutual benefit M Chen+, Z Qian+, N Boers, F Creutzig, G Camps-Valls, K Hubacek, ... Nature Geoscience 17 (10), 949-952, 2024 | 5 | 2024 |
| Reproducing computational processes in service-based geo-simulation experiments Z Zhu, M Chen, L Sun, Z Qian, Y He, Z Ma, F Zhang, Y Wen, S Yue, G Lü International Journal of Applied Earth Observation and Geoinformation 124 …, 2023 | 4 | 2023 |
min chenKey Laboratory of Virtual Geographic Environment, Ministry of Education of PRC, Nanjing NormalVerifierad e-postadress på njnu.edu.cn