Self-supervised deep learning for detection of forest disturbance types in a subtropical ecosystem using transformer and Sentinel-1 and Sentinel-2 time series data - Zhang, Ming; Li, Guiying; Lu, Dengsheng; Xu, Cong; Zhao, Haotian; Li, Dengqiu (International journal of digital earth, 2025)
Keywords: Accuracy; Clearcutting; Cloud cover; Coding; Deep learning; Forest disturbance types; Forest management; Global climate; Machine learning; Modules; Remote sensing; self-supervised deep learning; Self-supervised learning; Sentinel-1/2; Time series; Training; Transformer