The mean, median and standard deviation are calculated on the validation results aggregated by metric and dataset. The reference dataset used is ISMN (20210131 global, soil_moisture).
Metric | Mean | Median | IQ range | Dataset |
---|---|---|---|---|
# observations | 1399.3 | 1247.0 | 1070.0 | All datasets |
Bias (difference of means) [m³/m³] | -9.96e-10 | -1.06e-09 | 2.22e-08 | 1-C3S (v202012) |
Spearman's rho [-] | 4.98e-01 | 5.42e-01 | 3.40e-01 | 2-C3S (v201912) |
Spearman's rho [-] | 5.1e-01 | 5.57e-01 | 3.36e-01 | 1-C3S (v202012) |
Spearman's rho p-value [-] | 1.99e-02 | 0.e+00 | 3.83e-28 | 2-C3S (v201912) |
Spearman's rho p-value [-] | 1.83e-02 | 0.e+00 | 3.e-31 | 1-C3S (v202012) |
Pearson's r p-value [-] | 1.91e-02 | 0.e+00 | 1.51e-30 | 2-C3S (v201912) |
Pearson's r p-value [-] | 1.55e-02 | 0.e+00 | 7.55e-32 | 1-C3S (v202012) |
Mean square error variance [(m³/m³)²] | 9.83e-18 | 3.31e-18 | 1.04e-17 | 2-C3S (v201912) |
Mean square error variance [(m³/m³)²] | 9.95e-18 | 3.89e-18 | 1.09e-17 | 1-C3S (v202012) |
Mean square error correlation [(m³/m³)²] | 4.75e-03 | 3.75e-03 | 4.06e-03 | 2-C3S (v201912) |
Unbiased root-mean-square deviation [m³/m³] | 6.33e-02 | 6.03e-02 | 3.17e-02 | 1-C3S (v202012) |
Mean square error correlation [(m³/m³)²] | 4.61e-03 | 3.63e-03 | 3.9e-03 | 1-C3S (v202012) |
Mean square error bias [(m³/m³)²] | 5.50e-16 | 1.23e-16 | 4.29e-16 | 1-C3S (v202012) |
Mean square error [(m³/m³)²] | 4.75e-03 | 3.75e-03 | 4.06e-03 | 2-C3S (v201912) |
Mean square error [(m³/m³)²] | 4.61e-03 | 3.63e-03 | 3.9e-03 | 1-C3S (v202012) |
Residual sum of squares [(m³/m³)²] | 6.22e+00 | 4.25e+00 | 6.50e+00 | 2-C3S (v201912) |
Residual sum of squares [(m³/m³)²] | 6.02e+00 | 4.13e+00 | 6.22e+00 | 1-C3S (v202012) |
Root-mean-square deviation [m³/m³] | 6.42e-02 | 6.12e-02 | 3.26e-02 | 2-C3S (v201912) |
Root-mean-square deviation [m³/m³] | 6.33e-02 | 6.03e-02 | 3.17e-02 | 1-C3S (v202012) |
Pearson's r [-] | 5.02e-01 | 5.53e-01 | 3.38e-01 | 2-C3S (v201912) |
Pearson's r [-] | 5.15e-01 | 5.64e-01 | 3.27e-01 | 1-C3S (v202012) |
Bias (difference of means) [m³/m³] | -1.23e-09 | -1.39e-09 | 2.17e-08 | 2-C3S (v201912) |
Mean square error bias [(m³/m³)²] | 4.73e-16 | 1.20e-16 | 4.27e-16 | 2-C3S (v201912) |
Unbiased root-mean-square deviation [m³/m³] | 6.42e-02 | 6.12e-02 | 3.26e-02 | 2-C3S (v201912) |