Table 2.
The prediction results of TAA in validation set by the PLS models with full-spectrum.
Pretreatment | LV | r | RMSEP | Bias | Slope | Offset |
---|---|---|---|---|---|---|
Raw | 6 | 0.879 | 0.751 | −0.098 | 0.902 | 0.559 |
SG | 6 | 0.868 | 0.790 | −0.144 | 0.886 | 0.622 |
SNV | 4 | 0.821 | 0.876 | −0.026 | 0.783 | 1.432 |
MSC | 4 | 0.814 | 0.893 | −0.030 | 0.776 | 1.475 |
1-Der | 6 | 0.823 | 0.866 | 0.031 | 0.769 | 1.582 |
2-Der | 1 | 0.497 | 1.306 | 0.067 | 0.294 | 4.815 |
De-trending | 6 | 0.875 | 0.759 | −0.141 | 0.867 | 0.751 |
DOSC | 1 | 0.835 | 0.909 | −0.097 | 0.906 | 0.537 |