Table 2. RMSE for the evaluation scenarios proposed to assess the methodology, where Ncomp refers to the number of significant components chosen from the Principal Component Analysis (PCA); E1, E2, and E3 refer to the experiments UFV1, UFV2, and FEVP3 respectively; L and C refer to the leaf and the canopy spectra respectively; B-NIR and dB-NIR refer respectively to the reflectance and the FDR data between the blue and the NIR spectral regions; and R-NIR and dR-NIR refer respectively to the reflectance and the FDR data between the red and the NIR regions.
Ncomp | 3 | 5 | 6 | 8 | 10 | 12 | 15 | ||
---|---|---|---|---|---|---|---|---|---|
E1 | L | B-NIR | 4.49 | 4.94 | 4.98 | 4.75 | 4.29 | 4.61 | 4.23 |
dB-NIR | 4.46 | 4.21 | 4.30 | 4.05 | 4.20 | 4.17 | 4.47 | ||
R-NIR | 4.74 | 4.65 | 4.13 | 4.83 | 4.22 | 4.15 | 4.81 | ||
dR-NIR | 4.04 | 4.20 | 4.29 | 4.34 | 4.13 | 4.20 | 4.57 | ||
C | B-NIR | 7.01 | 6.86 | 6.69 | 6.74 | 6.88 | 6.93 | 7.05 | |
dB-NIR | 6.87 | 6.93 | 6.56 | 6.94 | 6.85 | 6.84 | 6.87 | ||
R-NIR | 6.81 | 7.03 | 6.72 | 6.80 | 6.73 | 6.97 | 7.37 | ||
dR-NIR | 7.11 | 7.06 | 6.92 | 7.05 | 6.87 | 6.93 | 7.01 | ||
E2 | L | B-NIR | 3.88 | 3.70 | 3.16 | 3.52 | 3.64 | 3.65 | 3.48 |
dB-NIR | 3.08 | 3.54 | 3.57 | 3.44 | 3.53 | 3.48 | 3.81 | ||
R-NIR | 4.36 | 3.60 | 3.72 | 3.79 | 4.01 | 4.50 | 4.10 | ||
dR-NIR | 3.05 | 3.36 | 3.64 | 3.64 | 3.51 | 3.82 | 3.76 | ||
C | B-NIR | 2.73 | 2.46 | 3.08 | 2.40 | 2.82 | 2.89 | 2.71 | |
dB-NIR | 2.63 | 2.65 | 2.68 | 2.73 | 2.76 | 2.47 | 2.95 | ||
R-NIR | 2.43 | 2.71 | 2.69 | 2.58 | 2.69 | 2.59 | 2.84 | ||
dR-NIR | 2.76 | 2.60 | 2.63 | 2.67 | 2.97 | 2.64 | 2.79 | ||
E3 | L | B-NIR | 3.72 | 3.75 | 3.79 | 3.67 | 3.39 | 4.09 | 3.35 |
dB-NIR | 4.19 | 3.61 | 3.56 | 3.65 | 3.89 | 4.00 | 3.34 | ||
R-NIR | 4.09 | 3.82 | 3.77 | 4.09 | 3.85 | 3.98 | 3.73 | ||
dR-NIR | 3.61 | 3.68 | 3.85 | 3.63 | 3.92 | 3.96 | 3.21 | ||
C | B-NIR | 2.43 | 2.42 | 2.43 | 2.32 | 2.44 | 2.21 | 2.43 | |
dB-NIR | 2.43 | 2.45 | 2.37 | 2.42 | 2.16 | 2.42 | 2.37 | ||
R-NIR | 2.43 | 2.39 | 2.41 | 2.47 | 2.43 | 2.25 | 2.45 | ||
dR-NIR | 2.48 | 2.47 | 2.41 | 2.27 | 2.28 | 2.51 | 2.31 |