Table 7. Summary of regression models for predicting grain yield of wheat infected by powdery mildew.
Model | 2009–10 season | 2010–11 season | |||||||
---|---|---|---|---|---|---|---|---|---|
10.5.3 a | 10.5.4 | 11.1 | Mean b | 10.5.3 | 10.5.4 | 11.1 | Mean | ||
Σdr 680-760 nm | |||||||||
R2 | 0.66 | 0.25 | 0.48 | 0.60 | 0.51 | 0.31 | 0.51 | 0.66 | |
RMSE | 260.94 | 375.39 | 319.80 | 286.60 | 415.06 | 488.27 | 415.16 | 354.13 | |
PLSR | |||||||||
R2 | 0.67 | 0.32 | 0.58 | 0.69 | 0.52 | 0.68 | 0.64 | 0.68 | |
RMSE | 249.19 | 355.68 | 278.58 | 240.36 | 402.63 | 331.14 | 350.19 | 330.05 |
aGrowth stage using Feekes scale.
bMean spectral reflectance indices across three growth stages.