模型名称 | λ1 | λ2 | λ3 | 斜率 | 截距 | R2 | RMSE | rRMSE (%) | NRMS (%) | MNB (%) | NMAE (%) |
MCI1H | B4 | B5 | B6 | 9.643 | −0.1733 | 0.675 | 0.0563 | 31.60 | 36.85 | 9.67 | 31.55 |
MCI2H | B4 | B5 | B7 | 8.086 | −0.1623 | 0.919 | 0.0182 | 10.18 | 7.46 | 8.16 | 8.16 |
TBM1H | B4 | B5 | B6 | 0.1133 | 0.03592 | 0.977 | 0.0416 | 23.33 | 27.89 | 5.06 | 19.78 |
TBM2H | B4 | B7 | B6 | 0.08882 | 0.09726 | 0.991 | 0.0373 | 20.92 | 25.25 | 3.52 | 18.25 |
TBM3H | B4 | B8 | B6 | 0.09377 | 0.1078 | 0.991 | 0.0431 | 24.19 | 29.51 | 2.15 | 22.00 |
TBM4H | B4 | B8a | B6 | 0.09973 | 0.1683 | 0.984 | 0.0478 | 26.79 | 30.82 | 9.19 | 20.63 |
RVI1H | B4 | B5 |
| 0.09619 | −0.09147 | 0.806 | 0.0071 | 4.01 | 4.41 | 1.77 | 3.95 |
RVI2H | B4 | B6 |
| 0.08953 | 0.004734 | 0.983 | 0.0385 | 21.59 | 26.22 | 2.80 | 19.25 |
RVI3H | B4 | B7 |
| 0.09011 | 0.00768 | 0.997 | 0.0365 | 20.47 | 24.69 | 3.53 | 17.82 |
RVI4H | B4 | B8 |
| 0.111 | −0.003111 | 0.994 | 0.0421 | 23.59 | 28.81 | 1.81 | 21.57 |
RVI5H | B4 | B8a |
| 0.1755 | −0.006778 | 0.991 | 0.0470 | 26.34 | 30.67 | 8.19 | 20.87 |
NDVI1H | B4 | B5 |
| 0.6836 | −0.149 | 0.866 | 0.0150 | 8.44 | 7.42 | −5.88 | 7.17 |