Table 7.
Scenario W0.7 – Pearson correlation and linear regression analysis between DInorm and spectral features at DAS 80 (non-fungicide treatment block) (results for Scenario X are presented in Supplementary Data S Table 1).
| UAV | SkySat | Pleiades | |||||||
|---|---|---|---|---|---|---|---|---|---|
| r | R2adj | RMSE | r | R2adj | RMSE | r | R2adj | RMSE | |
| G | 0.51 | 0.59 | 0.44 | ||||||
| R | 0.77 | 0.82* | 0.59* | 0.17 | 0.73 | ||||
| NIR | − 0.61 | − 0.27 | − 0.19 | ||||||
| NGRDI | − 0.84* | 0.63* | 0.16 | − 0.79 | − 0.96** | 0.90** | 0.08 | ||
| NDVI | − 0.93** | 0.83** | 0.11 | − 0.98*** | 0.95*** | 0.06 | − 0.99*** | 0.97*** | 0.05 |
| GNDVI | − 0.86* | 0.68* | 0.15 | − 0.85* | 0.66* | 0.16 | − 0.92** | 0.81** | 0.12 |
| TVI | − 0.89* | 0.75* | 0.13 | − 0.92** | 0.81** | 0.12 | − 0.83* | 0.62* | 0.16 |
| CVI | − 0.43 | − 0.36 | 0.08 | ||||||
| CIG | − 0.86* | 0.68* | 0.15 | − 0.83* | 0.61* | 0.17 | − 0.93** | 0.82** | 0.11 |
| RGR | 0.85* | 0.65* | 0.16 | 0.79 | 0.96** | 0.90** | 0.09 | ||
| RDVI | − 0.92** | 0.81** | 0.12 | − 0.98*** | 0.96*** | 0.05 | − 0.91* | 0.79* | 0.12 |
| VARIg | − 0.84* | 0.63* | 0.16 | − 0.79 | − 0.96** | 0.90** | 0.08 | ||
| OSAVI | − 0.93** | 0.83** | 0.11 | − 0.98*** | 0.95*** | 0.06 | − 0.99*** | 0.97*** | 0.05 |
| MSR | − 0.92** | 0.81** | 0.12 | − 0.97** | 0.93** | 0.07 | − 0.99*** | 0.97*** | 0.05 |
| MSAVI2 | − 0.90* | 0.77* | 0.13 | − 0.99*** | 0.96*** | 0.05 | − 0.99*** | 0.97*** | 0.05 |
| RVI | 0.93** | 0.84** | 0.11 | 0.99*** | 0.96*** | 0.05 | 0.99*** | 0.97*** | 0.05 |
| SAVI | − 0.91* | 0.79* | 0.12 | − 0.98*** | 0.95*** | 0.06 | − 0.99*** | 0.97*** | 0.05 |
| SR | − 0.91* | 0.79* | 0.12 | − 0.96** | 0.91** | 0.08 | − 0.99*** | 0.97*** | 0.05 |
*p-value < 0.05; **p-value < 0.01; and ***p-value < 0.001.