Deep Learning-Based InSAR Time-Series Deformation Prediction in Coal Mine Areas

This includes: (1) the InSAR monitoring results from the Hunchun coal mining area in Jilin Province, China, which are used as the vertical deformation time series dataset (unnormalized) for deformation prediction; (2) the observed deformation map, predicted deformation map, and residual map for the final observation period; and (3) the predicted deformation maps for the next two and a half years (December 21, 2022, December 16, 2023, and July 31, 2024).