Table 5.
The accuracy of LAI retrieval results using different methods.
Data | Reference | Model | calculation strategy | Correlation | R2 | RMSE | |
---|---|---|---|---|---|---|---|
LiDAR waveform and Spectral imagery | \ | GORT | Fusion strategy (proposed) | Change value | 0.81 | 0.65 | 1.01 |
LiDAR waveform | Tang et al. (2012) | GORT | Set experienced value | 2.50 | 0.63 | 0.40 | 2.01 |
LiDAR waveform | Armston et al. (2013) | GORT | Least squares | 1.07 | 0.53 | 0.28 | 2.85 |
LiDAR waveform and Spectral imagery | Yang et al. (2019) | Gap fraction-based model | Set experienced value | 2.00 | 0.51 | 0.30 | 2.76 |
Spectral imagery | \ | NDVI-LAI relationship | \ | \ | 0.48 | 0.25 | 2.72 |
\, indicates that the grid value is empty.