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] | 4.47e-19 | 0.e+00 | 8.67e-19 | 1-ESA_CCI_SM_combined (v05.2) |
Pearson's r [-] | 3.6e-01 | 3.73e-01 | 2.2e-01 | 1-ESA_CCI_SM_combined (v05.2) |
Root-mean-square deviation [m³/m³] | 5.94e-02 | 3.72e-02 | 1.86e-02 | 1-ESA_CCI_SM_combined (v05.2) |
Residual sum of squares [(m³/m³)²] | 5.09e+02 | 9.68e-01 | 2.04e+00 | 1-ESA_CCI_SM_combined (v05.2) |
Mean square error [(m³/m³)²] | 1.09e+00 | 1.38e-03 | 1.39e-03 | 1-ESA_CCI_SM_combined (v05.2) |
Mean square error bias [(m³/m³)²] | 4.89e-34 | 1.88e-37 | 7.49e-37 | 1-ESA_CCI_SM_combined (v05.2) |
Mean square error correlation [(m³/m³)²] | 1.09e+00 | 1.38e-03 | 1.39e-03 | 1-ESA_CCI_SM_combined (v05.2) |
Mean square error variance [(m³/m³)²] | 2.e-32 | 0.e+00 | 1.20e-35 | 1-ESA_CCI_SM_combined (v05.2) |
Pearson's r p-value [-] | 3.74e-02 | 1.26e-27 | 5.22e-07 | 1-ESA_CCI_SM_combined (v05.2) |
Spearman's rho p-value [-] | 3.42e-02 | 2.42e-26 | 9.19e-07 | 1-ESA_CCI_SM_combined (v05.2) |
Spearman's rho [-] | 3.50e-01 | 3.59e-01 | 2.14e-01 | 1-ESA_CCI_SM_combined (v05.2) |
Unbiased root-mean-square deviation [m³/m³] | 5.94e-02 | 3.72e-02 | 1.86e-02 | 1-ESA_CCI_SM_combined (v05.2) |