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 | 1114.6 | 868.5 | 1472.2 | All datasets |
| Bias (difference of means) [m³/m³] | 2.14e-09 | -3.7e-10 | 2.28e-08 | 1-ESA_CCI_SM_combined (v05.2) |
| Pearson's r [-] | 4.63e-01 | 4.98e-01 | 3.40e-01 | 1-ESA_CCI_SM_combined (v05.2) |
| Root-mean-square deviation [m³/m³] | 9.00e-02 | 6.3e-02 | 3.85e-02 | 1-ESA_CCI_SM_combined (v05.2) |
| Residual sum of squares [(m³/m³)²] | 5.33e+02 | 3.11e+00 | 8.41e+00 | 1-ESA_CCI_SM_combined (v05.2) |
| Mean square error [(m³/m³)²] | 1.14e+00 | 3.97e-03 | 5.07e-03 | 1-ESA_CCI_SM_combined (v05.2) |
| Mean square error bias [(m³/m³)²] | 1.09e-14 | 1.30e-16 | 4.36e-16 | 1-ESA_CCI_SM_combined (v05.2) |
| Mean square error correlation [(m³/m³)²] | 1.14e+00 | 3.97e-03 | 5.07e-03 | 1-ESA_CCI_SM_combined (v05.2) |
| Mean square error variance [(m³/m³)²] | 1.18e-15 | 3.87e-18 | 1.08e-17 | 1-ESA_CCI_SM_combined (v05.2) |
| Pearson's r p-value [-] | 3.92e-02 | 0.e+00 | 1.55e-08 | 1-ESA_CCI_SM_combined (v05.2) |
| Spearman's rho p-value [-] | 3.85e-02 | 0.e+00 | 1.9e-08 | 1-ESA_CCI_SM_combined (v05.2) |
| Spearman's rho [-] | 4.64e-01 | 5.e-01 | 3.37e-01 | 1-ESA_CCI_SM_combined (v05.2) |
| Unbiased root-mean-square deviation [m³/m³] | 9.01e-02 | 6.3e-02 | 3.84e-02 | 1-ESA_CCI_SM_combined (v05.2) |