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. 2023 Oct 5;13:16768. doi: 10.1038/s41598-023-43770-y

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.