The loaded dataset in Zenodo includes the following parts: (1) Shp file of the Congo Basin; (2) GeoTIFF image of the evergreen forest cover map in the Congo Basin (file name 'Congo_EvergreenForest2000_TCC70_Height5_Clip'); (3) GeoTIFF image of the annual forest loss map produced by the proposed method (file name 'Congo_log2001_2021_L78S2_w300_cb300_theta0p2_clean120_5_new').