模型名称 | λ1 | λ2 | λ3 | 斜率 | 截距 | R2 | RMSE | rRMSE (%) | NRMS (%) | MNB (%) | NMAE (%) |
MCI1A | B4 | B5 | B6 | 12.618 | −0.2925 | 0.847 | 0.0862 | 83.69 | 89.50 | −11.72 | 70.65 |
MCI2A | B4 | B5 | B7 | 8.059 | −0.164 | 0.915 | 0.0506 | 49.18 | 53.01 | −3.12 | 36.93 |
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 |
TBM1A | B4 | B5 | B6 | 0.1563 | −0.01611 | 0.963 | 0.0614 | 59.62 | 61.29 | 18.29 | 45.33 |
TBM2A | B4 | B7 | B6 | 0.1269 | 0.06769 | 0.946 | 0.0624 | 60.58 | 61.93 | 19.56 | 45.75 |
TBM3A | B4 | B8 | B6 | 0.132 | 0.0802 | 0.961 | 0.0711 | 69.06 | 71.94 | 18.25 | 52.98 |
TBM4A | B4 | B8a | B6 | 0.1321 | 0.164 | 0.933 | 0.0712 | 69.13 | 64.52 | 34.80 | 53.62 |
RVI1A | B4 | B5 |
| 0.1341 | −0.2015 | 0.944 | 0.0435 | 42.26 | 44.42 | 9.71 | 33.48 |
RVI2A | B4 | B6 |
| 0.1218 | −0.05622 | 0.964 | 0.0589 | 57.20 | 58.36 | 18.76 | 43.36 |
RVI3A | B4 | B7 |
| 0.1242 | −0.0568 | 0.958 | 0.0640 | 62.16 | 63.13 | 21.18 | 46.07 |
RVI4A | B4 | B8 |
| 0.1513 | −0.06809 | 0.966 | 0.0740 | 71.85 | 73.82 | 22.17 | 53.45 |
RVI5A | B4 | B8a |
| 0.2322 | −0.06655 | 0.958 | 0.0708 | 68.80 | 66.20 | 31.26 | 50.65 |
NDVI1A | B4 | B5 |
| 0.6619 | −0.1441 | 0.901 | 0.0484 | 46.98 | 50.68 | 2.35 | 35.33 |
NDVI2A | B4 | B6 |
| 0.2998 | 0.08199 | 0.932 | 0.0450 | 43.74 | 45.53 | 11.70 | 31.86 |
NDVI3A | B4 | B7 |
| 0.3084 | 0.0836 | 0.942 | 0.0507 | 49.28 | 51.29 | 13.18 | 33.34 |
NDVI4A | B4 | B8 |
| 0.3342 | 0.09956 | 0.963 | 0.0583 | 56.62 | 59.84 | 11.67 | 38.15 |
NDVI5A | B4 | B8a |
| 0.3378 | 0.1694 | 0.941 | 0.0531 | 51.62 | 49.87 | 23.09 | 36.03 |
DVI1A | B4 | B5 |
| 5.055 | −0.07714 | 0.954 | 0.0337 | 32.77 | 35.25 | 2.94 | 28.44 |
DVI2A | B4 | B6 |
| 4.278 | 0.06789 | 0.964 | 0.0500 | 48.60 | 51.01 | 11.46 | 38.70 |
DVI3A | B4 | B7 |
| 4.35 | 0.06965 | 0.956 | 0.0504 | 48.97 | 51.47 | 11.28 | 39.56 |
DVI4A | B4 | B8 |
| 5.27 | 0.08582 | 0.966 | 0.0583 | 56.60 | 60.25 | 9.60 | 47.24 |
DVI5A | B4 | B8a |
| 7.953 | 0.1681 | 0.946 | 0.0703 | 68.30 | 69.88 | 21.88 | 53.23 |