Table 8.
Scenario W0.7 – Pearson correlation and linear regression analysis between AUDPCW and the AUC of spectral features (non-fungicide treatment block) (results for Scenario X are presented in Supplementary Data S Table 2).
UAV | SkySat | Pleiades | |||||||
---|---|---|---|---|---|---|---|---|---|
r | R2adj | RMSE | r | R2adj | RMSE | r | R2adj | RMSE | |
G-AUC | 0.81* | 0.57* | 2.79 | 0.73 | 0.72 | ||||
R-AUC | 0.91* | 0.80* | 1.93 | 0.83* | 0.62* | 2.64 | 0.79 | ||
NIR-AUC | 0.54 | 0.58 | 0.59 | ||||||
NGRDI-AUC | − 0.19 | − 0.01 | − 0.78 | ||||||
NDVI-AUC | − 0.92** | 0.81** | 1.85 | − 0.71 | − 0.59 | ||||
GNDVI-AUC | − 0.85* | 0.65* | 2.52 | − 0.68 | − 0.30 | ||||
TVI-AUC | 0.01 | − 0.01 | 0.30 | ||||||
CVI-AUC | − 0.58 | − 0.49 | 0.43 | ||||||
CIG-AUC | − 0.85* | 0.66* | 2.50 | − 0.64 | − 0.29 | ||||
RGR-AUC | 0.26 | 0.05 | 0.80 | ||||||
RDVI-AUC | − 0.58 | − 0.38 | 0.09 | ||||||
VARIg-AUC | − 0.19 | − 0.01 | − 0.78 | ||||||
OSAVI-AUC | − 0.77 | − 0.71 | − 0.59 | ||||||
MSR-AUC | − 0.85* | 0.65* | 2.54 | − 0.63 | − 0.55 | ||||
MSAVI2-AUC | − 0.39 | − 0.73 | − 0.61 | ||||||
RVI-AUC | 0.94** | 0.85** | 1.63 | 0.73 | 0.61 | ||||
SAVI-AUC | − 0.49 | − 0.71 | − 0.59 | ||||||
SR-AUC | − 0.80 | − 0.60 | − 0.53 |
*p-value < 0.05; **p-value < 0.01; and ***p-value < 0.001.