| Land-cover class | 2020 Reference Data | 2030 Predicted Data | Percentage Change % | Prediction Accuracy % | ||
| Area (km2) | % | Area (km2) | % | |||
| Forest | 6120.37 | 31.9 | 4744.92 | 24.0% | −7.9 | 80.9 |
| Cropland | 5626.70 | 28.5 | 6297.71 | 31.9 | 3.4 | 94.1 |
| Water | 177.78 | 0.9 | 177.78 | 0.9 | 0.0 | 69.8 |
| Shrubs | 7387.66 | 37.4 | 8010.07 | 40.6 | 3.2 | 65.4 |
| Bareland | 435.55 | 2.2 | 517.58 | 2.6 | 0.4 | 67.5 |
| Multi-Layer Perception (MLP) accuracy 99.96% | ||||||