| Satellite | Feature | Name of Feature |
| Thematic Mapper (TM) | Spectral bands | B1 (Blue), B2 (Green), B3 (Red), B4(NIR), B5 (SWIR1), B7 (SWIR2) |
| Spectral indices | NDVI, NDWI, SAVI, SR, NDBI, EVI, and BSI. | |
| Terrain features | Slope and Digital Elevation Model | |
| GLCM texture features | Angular Second Moment, Entropy, Dissimilarity, Contrast, Correlation, Variance, Cluster Shade, and Inverse Difference Moment | |
| Enhanced Thematic Mapper Plus (ETM+) | Spectral bands | B1 (Blue), B2 (Green), B3 (Red), B4(NIR), B5 (SWIR1), B7 (SWIR2) |
| Spectral indices | NDVI, NDWI, SAVI, SR, NDBI, EVI, and BSI. | |
| Terrain features | Slope and Digital Elevation Model | |
| GLCM texture features | Angular Second Moment, Entropy, Dissimilarity, Contrast, Correlation, Variance, Cluster Shade, and Inverse Difference Moment | |
| Operational Land Imager (OLI)
| Spectral bands | Band 2 (Blue), Band 3 (Green), Band 4 (Red), Band 5 (NIR), Band 6 (SWIR1), Band 7 (SWIR2) |
| Spectral indices | NDVI, NDWI, SAVI, SR, NDBI, EVI and BSI. | |
| Terrain features | Slope and Digital Elevation Model | |
| GLCM texture features
| Angular Second Moment, Entropy, Dissimilarity, Contrast, Correlation, Variance, Cluster Shade, and Inverse Difference Moment |