Table 9.
Pearson correlation and linear regression analysis between grain yield and the AUC of spectral features (non-fungicide treatment block).
| UAV | SkySat | Pleiades | |||||||
|---|---|---|---|---|---|---|---|---|---|
| r | R2adj | RMSE | r | R2adj | RMSE | r | R2adj | RMSE | |
| G-AUC | − 0.80 | − 0.73 | − 0.72 | ||||||
| R-AUC | − 0.92* | 0.80* | 0.35 | − 0.84* | 0.64* | 0.47 | − 0.79 | ||
| NIR-AUC | − 0.55 | − 0.58 | − 0.60 | ||||||
| NGRDI-AUC | 0.22 | 0.04 | 0.78 | ||||||
| NDVI-AUC | 0.91* | 0.79* | 0.35 | 0.71 | 0.58 | ||||
| GNDVI-AUC | 0.82* | 0.60* | 0.49 | 0.67 | 0.28 | ||||
| TVI-AUC | − 0.02 | 0.01 | − 0.31 | ||||||
| CVI-AUC | 0.55 | 0.46 | − 0.47 | ||||||
| CIG-AUC | 0.83* | 0.61* | 0.48 | 0.62 | 0.27 | ||||
| RGR-AUC | − 0.29 | − 0.08 | − 0.81 | ||||||
| RDVI-AUC | 0.57 | 0.37 | − 0.10 | ||||||
| VARIg-AUC | 0.22 | 0.04 | 0.78 | ||||||
| OSAVI-AUC | 0.76 | 0.71 | 0.58 | ||||||
| MSR-AUC | 0.84* | 0.63* | 0.47 | 0.64 | 0.54 | ||||
| MSAVI2-AUC | 0.37 | 0.73 | 0.60 | ||||||
| RVI-AUC | − 0.93** | 0.83** | 0.32 | − 0.73 | − 0.60 | ||||
| SAVI-AUC | 0.47 | 0.71 | 0.58 | ||||||
| SR-AUC | 0.80 | 0.60 | 0.52 | ||||||
*p-value < 0.05; **p-value < 0.01; and ***p-value < 0.001.