Estimating carbon emissions in urban functional zones using multi-source data: A case study in Beijing Y Zheng, S Du, X Zhang, L Bai, H Wang Building and Environment 212, 108804, 2022 | 68 | 2022 |
Domain adaptation for remote sensing image semantic segmentation: An integrated approach of contrastive learning and adversarial learning L Bai, S Du, X Zhang, H Wang, B Liu, S Ouyang IEEE Transactions on Geoscience and Remote Sensing 60, 1-13, 2022 | 44 | 2022 |
Geographic mapping with unsupervised multi-modal representation learning from VHR images and POIs L Bai, W Huang, X Zhang, S Du, G Cong, H Wang, B Liu ISPRS Journal of Photogrammetry and Remote Sensing 201, 193-208, 2023 | 32 | 2023 |
Mapping Annual Urban Evolution Process (2001–2018) at 250 m: A normalized multi-objective deep learning regression H Wang, X Zhang, S Du, L Bai, B Liu Remote Sensing of Environment 278, 113088, 2022 | 18 | 2022 |
Water extraction from optical high-resolution remote sensing imagery: A multi-scale feature extraction network with contrastive learning B Liu, S Du, L Bai, S Ouyang, H Wang, X Zhang GIScience & Remote Sensing 60 (1), 2166396, 2023 | 9 | 2023 |
MDFF: A method for fine-grained UFZ mapping with multimodal geographic data and deep network S Ouyang, S Du, X Zhang, S Du, L Bai IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2023 | 6 | 2023 |
基于多尺度时空聚类的共享单车潮汐特征挖掘与需求预测研究 姜晓, 白璐斌, 楼夏寅, 李梅, 刘晖 地球信息科学学报 24 (6), 1047-1060, 2022 | 6 | 2022 |
Unveiling urban area growth dynamics: insights from a comprehensive study of urban area growth curves H Wang, L Bai, S Xiong, S Du, X Zhang International Journal of Digital Earth 17 (1), 1-27, 2024 | 2 | 2024 |
Does every public open space (POS) contribute to sustainable city development? An assessment of inefficient POS in Beijing X Dong, X Zhang, Y Jing, Q Zhou, L Bai, S Du Sustainable Cities and Society 117, 105980, 2024 | 2* | 2024 |
AP-semi: Improving the semi-supervised semantic segmentation for VHR images through adaptive data augmentation and prototypical sample guidance L Bai, H Wang, X Zhang, W Qin, B Liu, S Du IEEE Transactions on Geoscience and Remote Sensing 62, 1-13, 2024 | 2 | 2024 |
Integrating remote sensing with OpenStreetMap data for comprehensive scene understanding through multi-modal self-supervised learning L Bai, X Zhang, H Wang, S Du Remote Sensing of Environment 318, 114573, 2025 | | 2025 |
Mapping global annual urban land cover fractions (2001–2020) derived with multi-objective deep learning H Wang, Q Wang, X Zhang, S Du, L Bai, S Xiong International Journal of Applied Earth Observation and Geoinformation 136 …, 2025 | | 2025 |
Gap dynamics in the US between urban areas in the current trend and in sustainable scenario H Wang, X Zhang, S Du, Y Zhou, D Wu, Q Wang, L Bai, B Liu, S Xiong Geography and Sustainability 6 (1), 100217, 2025 | | 2025 |