Skip to main content
. 2023 Nov 28;9(12):e23000. doi: 10.1016/j.heliyon.2023.e23000

Table 3.

PLS calibration models results for the different soils parameters using the entire NIR spectra pre-processed with Savitzky-Golay (using 15 points filter width, second polynomial order and first derivative) followed by SNV and then mean centered.

Parameters LV RMSEC RMSECV RMSEP R2C R2P RER
pH -H2O 8 0.19 0.44 0.27 0.94 0.85 11
pH - KCl 6 0.30 0.50 0.25 0.73 0.78 7
Corg 6 1.50 2.20 1.70 0.86 0.84 9
CnH 6 0.79 1.30 1.50 0.85 0.27 4
N 6 0.09 0.14 0.10 0.91 0.90 13
C/N 3 3.70 4.50 2.80 0.42 0.55 6
Ca2+ 8 1.40 3.50 1.70 0.98 0.98 17
Mg2+ 5 0.42 0.64 0.52 0.97 0.97 19
Na+ 2 0.12 0.13 0.09 0.37 0.46 5
K+ 6 0.06 0.09 0.08 0.75 0.56 5
SB 5 2.20 4.40 3.00 0.97 0.95 16
Al3+ 6 0.20 0.34 0.21 0.55 0.69 7
CEC 5 0.65 1.00 0.77 0.94 0.89 11
ECEC 7 1.80 4.50 2.40 0.98 0.97 19
GSB 7 19.00 52.00 27.00 0.97 0.93 13
GSA 6 8.70 13.00 11.00 0.68 0.49 5
P 4 13.00 18.00 14.00 0.19 0.07 4
K 5 27.00 38.00 31.00 0.61 0.36 5