Table 4.
Landscape index values based on RF and GBDT in Region A and Region B.
Region | Satellite Sensor | RF | GBDT | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
AREA_AM | LPI | AI | SPLIT | LSI | AREA_AM | LPI | AI | SPLIT | LSI | ||
A | GF-2 (1 m) | 361.93 | 12.39 | 88.03 | 23.47 | 552.93 | 331.02 | 11.64 | 81.82 | 25.66 | 839.41 |
GF-2 (4 m) | 605.55 | 12.30 | 81.13 | 30.32 | 321.02 | 599.21 | 12.06 | 77.11 | 30.63 | 388.99 | |
SPOT-6 | 693.96 | 10.93 | 84.47 | 26.50 | 176.83 | 761.20 | 12.36 | 79.38 | 24.15 | 234.33 | |
Sentinel-2A | 1488.94 | 16.36 | 83.58 | 12.33 | 112.55 | 1012.56 | 12.61 | 76.69 | 18.13 | 159.15 | |
Landsat-8 | 951.74 | 17.39 | 64.86 | 19.28 | 80.50 | 694.40 | 9.27 | 62.58 | 26.42 | 85.63 | |
B | GF-2 (1 m) | 533.92 | 15.88 | 89.60 | 13.86 | 534.97 | 531.19 | 15.92 | 83.43 | 13.93 | 713.88 |
GF-2 (4 m) | 1352.46 | 22.29 | 89.78 | 9.41 | 145.59 | 1412.41 | 23.34 | 86.78 | 9.01 | 187.78 | |
SPOT-6 | 1421.05 | 24.66 | 87.88 | 8.96 | 115.28 | 1626.08 | 23.48 | 83.92 | 9.34 | 152.53 | |
Sentinel-2A | 1660.92 | 27.40 | 85.12 | 7.67 | 85.21 | 1586.00 | 26.46 | 80.11 | 8.03 | 113.43 | |
Landsat-8 | 1401.22 | 23.92 | 75.64 | 9.09 | 47.02 | 1314.06 | 23.48 | 72.47 | 9.50 | 52.94 |