Selecting an appropriate compression scheme for large raster datasets, including satellite imagery, aerial photography, and scanned maps, is essential when working with huge datasets. There are two popular formats utilized in the geospatial field: MrSID (Multi-resolution Seamless Image Database) and ECW (Enhanced Compression Wavelet).