模型名称 | λ1 | λ2 | λ3 | 斜率 | 截距 | R2 | RMSE | rRMSE (%) | NRMS (%) | MNB (%) | NMAE (%) |
MCI1L | B4 | B5 | B6 | 1.428 | −0.008483 | 0.983 | 0.0242 | 52.05 | 33.80 | −43.04 | 43.04 |
MCI2L | B4 | B5 | B7 | 1.064 | 0.002668 | 0.958 | 0.0261 | 56.04 | 29.11 | −50.05 | 50.05 |
TBM1L | B4 | B5 | B6 | 0.09088 | 0.00304 | 0.989 | 0.0211 | 45.34 | 52.35 | −0.57 | 39.44 |
TBM2L | B4 | B7 | B6 | 0.06677 | 0.04338 | 0.947 | 0.0239 | 51.30 | 59.17 | 2.34 | 42.96 |
TBM3L | B4 | B8 | B6 | 0.1057 | 0.0632 | 0.971 | 0.0439 | 94.41 | 104.78 | 26.08 | 64.90 |
TBM4L | B4 | B8a | B6 | 0.04402 | 0.06858 | 0.232 | 0.0174 | 37.44 | 43.11 | −2.87 | 33.52 |
RVI1L | B4 | B5 |
| 0.0358 | −0.03484 | 0.96 | 0.0158 | 33.94 | 29.05 | −22.78 | 31.19 |
RVI2L | B4 | B6 |
| 0.06501 | −0.02218 | 0.994 | 0.0193 | 41.44 | 47.81 | 1.80 | 34.48 |
RVI3L | B4 | B7 |
| 0.06557 | −0.02251 | 0.977 | 0.0256 | 55.08 | 63.36 | 4.78 | 44.73 |
RVI4L | B4 | B8 |
| 0.09272 | −0.03642 | 0.997 | 0.0383 | 82.45 | 92.32 | 20.14 | 59.06 |
RVI5L | B4 | B8a |
| 0.09941 | −0.01754 | 0.909 | 0.0211 | 45.34 | 52.05 | 4.88 | 35.16 |
NDVI1L | B4 | B5 |
| 0.1024 | 0.008346 | 0.927 | 0.0121 | 25.95 | 25.71 | −13.33 | 19.32 |
NDVI2L | B4 | B6 |
| 0.09206 | 0.0404 | 0.992 | 0.0142 | 30.49 | 32.07 | −12.58 | 28.14 |
NDVI3L | B4 | B7 |
| 0.0948 | 0.0409 | 0.989 | 0.0168 | 36.09 | 39.30 | −12.00 | 33.91 |
NDVI4L | B4 | B8 |
| 0.1243 | 0.05079 | 0.999 | 0.0220 | 47.30 | 54.48 | −3.36 | 42.21 |
NDVI5L | B4 | B8a |
| 0.1008 | 0.06598 | 0.923 | 0.0156 | 33.47 | 37.96 | −6.25 | 28.21 |
DVI1L | B4 | B5 |
| 1.349 | −0.002367 | 0.975 | 0.0185 | 39.80 | 18.39 | −36.48 | 36.48 |
DVI2L | B4 | B6 |
| 1.963 | 0.04154 | 0.999 | 0.0120 | 25.71 | 21.95 | −17.32 | 24.86 |
DVI3L | B4 | B7 |
| 2.078 | 0.04231 | 0.988 | 0.0147 | 31.61 | 29.96 | −18.06 | 31.43 |
DVI4L | B4 | B8 |
| 2.832 | 0.05378 | 0.998 | 0.0205 | 44.15 | 48.84 | −12.66 | 42.72 |
DVI5L | B4 | B8a |
| 2.942 | 0.07549 | 0.961 | 0.0211 | 45.43 | 50.60 | −12.00 | 43.80 |