Spatiotemporal Prediction of Two-Dimensional Deformation Induced by Gas Extraction Integating MSBAS-InSAR and Deep Learning

This includes: (1) "Input datasets_normalized.7z" represents the normalized input dataset for the spatiotemporal prediction model proposed in this study; (2) "Center_EW_Obs20240502.tif", "Center_EW_Pred20240502.tif", "Center_UD_Obs20240502.tif", "Center_UD_Pred20240502.tif", "Left_EW_Obs20240502.tif", "Left_EW_Pred20240502.tif", "Left_UD_Obs20240502.tif", "Left_UD_Pred20240502.tif", "Right_EW_Obs20240502.tif", "Right_EW_Pred20240502.tif", "Right_UD_Obs20240502.tif", and "Right_UD_Pred20240502.tif" represent the observed and model-predicted deformation maps for the last observation period (20240502) of the three predicted case areas; (3) "SB1_EW20241204.tif", "SB1_EW20250427.tif", "SB1_UD20241204.tif", "SB1_UD20250427.tif", "SB2_EW20241204.tif", "SB2_EW20250427.tif", "SB2_UD20241204.tif", "SB2_UD20250427.tif", "TN_EW20241204.tif", "TN_EW20250427.tif", "TN_UD20241204.tif", and "TN_UD20250427.tif" represent the deformation maps for the next year predicted by the model for the three case areas.