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This study utilizes Sentinel-1 data and a transformer-based change detection method to accurately map inundation extents in the Poyang Lake area during the summer floods of 2020. The proposed BiT method demonstrated superior performance with an F1-score of 95.5%, outperforming traditional CNN-based methods. The analysis revealed significant variations in water surface coverage, peaking in July and indicating substantial inundation of cultivated land.

Author

lakhouaja houcine

Language

EN