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The last 5 uploaded publications
Regression-based surface water fraction mapping using a synthetic spectral library for monitoring small water bodies
Yalan Wang, Giles Foody, Xiaodong Li, Yihang Zhang, Pu Zhou, Yun Du (2025). Regression-based surface water fraction mapping using a synthetic spectral library for monitoring small water bodies. , DOI: 10.5194/egusphere-egu25-14387.
Preprint286 days agoRegression-based surface water fraction mapping using a synthetic spectral library for monitoring small water bodies
Yalan Wang, Giles Foody, Xiaodong Li, Yihang Zhang, Pu Zhou, Yun Du (2023). Regression-based surface water fraction mapping using a synthetic spectral library for monitoring small water bodies. GIScience & Remote Sensing, 60(1), DOI: 10.1080/15481603.2023.2217573.
Article286 days agoUnmixing-Based Spatiotemporal Image Fusion Based on the Self-Trained Random Forest Regression and Residual Compensation
Xiaodong Li, Yalan Wang, Yihang Zhang, Shuwei Hou, Pu Zhou, Xia Wang, Yun Du, Giles Foody (2023). Unmixing-Based Spatiotemporal Image Fusion Based on the Self-Trained Random Forest Regression and Residual Compensation. IEEE Transactions on Geoscience and Remote Sensing, 61, pp. 1-19, DOI: 10.1109/tgrs.2023.3308902.
Article286 days agoUsing an Area-Weighted Loss Function to Address Class Imbalance in Deep Learning-Based Mapping of Small Water Bodies in a Low-Latitude Region
Pu Zhou, Giles Foody, Yihang Zhang, Yalan Wang, Xia Wang, Sisi Li, Laiyin Shen, Yun Du, Xiaodong Li (2025). Using an Area-Weighted Loss Function to Address Class Imbalance in Deep Learning-Based Mapping of Small Water Bodies in a Low-Latitude Region. , 17(11), DOI: https://doi.org/10.3390/rs17111868.
Article199 days agoDynamic surface water fraction (DSWF): Global surface water fraction mapping at 10-meter spatial resolution with Sentinel-2 imagery in Google Earth Engine
Yalan Wang, Giles Foody, Pu Zhou, Yuyang Li, Li Xiang, Yihang Zhang, Yun Du, Xiaodong Li (2025). Dynamic surface water fraction (DSWF): Global surface water fraction mapping at 10-meter spatial resolution with Sentinel-2 imagery in Google Earth Engine. , 143, DOI: https://doi.org/10.1016/j.jag.2025.104813.
Article58 days ago