Table 3. Determination coefficient 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 | 0.62 | 0.58 | 0.54 | 0.58 | 0.65 | 0.62 | 0.67 |
dB-NIR | 0.64 | 0.66 | 0.65 | 0.69 | 0.68 | 0.67 | 0.68 | ||
R-NIR | 0.58 | 0.61 | 0.69 | 0.60 | 0.67 | 0.68 | 0.58 | ||
dR-NIR | 0.69 | 0.68 | 0.66 | 0.65 | 0.68 | 0.67 | 0.62 | ||
C | B-NIR | 0.56 | 0.55 | 0.55 | 0.54 | 0.54 | 0.54 | 0.55 | |
dB-NIR | 0.54 | 0.54 | 0.59 | 0.58 | 0.57 | 0.56 | 0.55 | ||
R-NIR | 0.56 | 0.55 | 0.56 | 0.54 | 0.55 | 0.55 | 0.49 | ||
dR-NIR | 0.53 | 0.52 | 0.55 | 0.52 | 0.57 | 0.55 | 0.53 | ||
E2 | L | B-NIR | 0.81 | 0.81 | 0.86 | 0.83 | 0.81 | 0.83 | 0.83 |
dB-NIR | 0.87 | 0.85 | 0.82 | 0.84 | 0.82 | 0.83 | 0.79 | ||
R-NIR | 0.71 | 0.85 | 0.81 | 0.79 | 0.80 | 0.76 | 0.78 | ||
dR-NIR | 0.86 | 0.85 | 0.84 | 0.82 | 0.83 | 0.82 | 0.81 | ||
C | B-NIR | 0.15 | 0.24 | 0.11 | 0.28 | 0.17 | 0.26 | 0.19 | |
dB-NIR | 0.18 | 0.09 | 0.16 | 0.09 | 0.33 | 0.21 | 0.29 | ||
R-NIR | 0.22 | 0.14 | 0.13 | 0.18 | 0.17 | 0.24 | 0.25 | ||
dR-NIR | 0.12 | 0.15 | 0.18 | 0.16 | 0.10 | 0.13 | 0.13 | ||
E3 | L | B-NIR | 0.69 | 0.70 | 0.68 | 0.67 | 0.72 | 0.66 | 0.75 |
dB-NIR | 0.65 | 0.71 | 0.71 | 0.72 | 0.65 | 0.62 | 0.73 | ||
R-NIR | 0.64 | 0.68 | 0.67 | 0.64 | 0.65 | 0.63 | 0.70 | ||
dR-NIR | 0.70 | 0.69 | 0.70 | 0.71 | 0.64 | 0.67 | 0.77 | ||
C | B-NIR | 0.13 | 0.10 | 0.09 | 0.13 | 0.08 | 0.28 | 0.12 | |
dB-NIR | 0.09 | 0.07 | 0.14 | 0.15 | 0.27 | 0.11 | 0.10 | ||
R-NIR | 0.08 | 0.08 | 0.12 | 0.08 | 0.08 | 0.19 | 0.14 | ||
dR-NIR | 0.05 | 0.06 | 0.11 | 0.22 | 0.17 | 0.08 | 0.15 |