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. 2018 Jan 29;18(2):391. doi: 10.3390/s18020391

Table 2.

The modeling results of different soils and temperatures by SPA-MLR. RMSEC: root mean square error (RMSE) of the calibration set; RMSEP: RMSE of the prediction set; RPD: residual predictive deviation.

Group Soil Type Calibration Set Prediction Set
N1 Rc RMSEC (g/kg) N2 Rp RMSEP (g/kg) RPD
1 (50 °C) Black soil 118 0.9725 0.11 58 0.9486 0.22 2.82
Loess 118 0.9649 0.072 58 0.9265 0.13 2.34
Calcium soil 118 0.9681 0.039 58 0.9290 0.120 2.63
2 (80 °C) Black soil 118 0.9203 0.251 58 0.9373 0.234 2.55
Loess 118 0.9727 0.067 58 0.9541 0.090 3.20
Calcium soil 118 0.9492 0.108 58 0.9320 0.162 2.12
3 (95 °C) Black soil 118 0.9692 0.156 58 0.9132 0.282 2.16
Loess 118 0.9660 0.075 58 0.9758 0.070 4.35
Calcium soil 118 0.9670 0.087 58 0.9517 0.103 3.24
4 (25 °C) Black soil 118 0.6061 0.486 58 0.7129 0.418 1.25
Loess 118 0.5473 0.247 58 0.6217 0.246 1.20
Calcium soil 118 0.4391 0.302 58 0.5824 0.365 0.94