The mean, median and standard deviation are calculated on the validation results aggregated by metric and dataset. The reference dataset used is ISMN (20191211 global, soil_moisture).
Metric | Mean | Median | IQ range | Dataset |
---|---|---|---|---|
# observations | 1.43e+03 | 1.19e+03 | 1.47e+03 | All datasets |
Bias (difference of means) [m³/m³] | ~ 0 | ~ 0 | ~ 0 | 1-C3S (v201912) |
Mean square error [(m³/m³)²] | 5.02e-03 | 3.85e-03 | 4.16e-03 | 1-C3S (v201912) |
Mean square error bias [(m³/m³)²] | ~ 0 | ~ 0 | ~ 0 | 1-C3S (v201912) |
Mean square error correlation [(m³/m³)²] | 5.02e-03 | 3.85e-03 | 4.16e-03 | 1-C3S (v201912) |
Mean square error variance [(m³/m³)²] | ~ 0 | ~ 0 | ~ 0 | 1-C3S (v201912) |
Pearson's r [-] | 0.48 | 0.53 | 0.33 | 1-C3S (v201912) |
Pearson's r p-value [-] | 2.26e-02 | ~ 0 | ~ 0 | 1-C3S (v201912) |
Residual sum of squares [(m³/m³)²] | 6.83 | 4.08 | 7.35 | 1-C3S (v201912) |
Root-mean-square deviation [m³/m³] | 6.51e-02 | 6.20e-02 | 3.33e-02 | 1-C3S (v201912) |
Spearman's rho [-] | 0.49 | 0.53 | 0.34 | 1-C3S (v201912) |
Spearman's rho p-value [-] | 2.16e-02 | ~ 0 | ~ 0 | 1-C3S (v201912) |
Unbiased root-mean-square deviation [m³/m³] | 6.51e-02 | 6.20e-02 | 3.33e-02 | 1-C3S (v201912) |