Table 10.
Results from existing literature review.
| Authors | Satellite/data/algorithms | Results |
|---|---|---|
| Li et al.5 | Sentinel 2, Forest, Random Forest |
95.76% overall accuracy Kappa coefficient 0.91 |
| Liu et al.6 | Landsat, LULC, Random Forest |
91.41% overall accuracy Kappa coefficient 0.86 |
| Erfanifard et al.15 | Landsat, Mangrove Forest, SMRI |
97% overall accuracy Kappa coefficient 0.96 |
| Islam et al.17 | Landsat, Mangrove Forest, SAVI and NDVI |
87% overall accuracy Kappa coefficient 0.84 |
| Negassa et al.20 | Landsat, Forest, Random Sampling Technique |
85% overall accuracy Kappa coefficient 0.86 |
| Yuh et al.29 | Landsat 7 ETM and Landsat 8 OLI, LULC, RF, ANN, KNN, SVM |
95.8% overall accuracy (ANN) Kappa coefficient 0.94 |
| Moradi et al.30 | Landsat TM, Landsat ETM, Forest, CNN |
97% overall accuracy (ANN) Kappa coefficient 0.94 |