The mean, median and standard deviation are calculated on the validation results aggregated by metric and dataset. The reference dataset used is ERA5 (v20190613, swvl1).
Metric | Mean | Median | IQ range | Dataset |
---|---|---|---|---|
# observations | 805.5 | 796.0 | 569.0 | All datasets |
Bias (difference of means) [m³/m³] | 3.26e-10 | 0.e+00 | 6.98e-10 | 1-C3S (v202012) |
Spearman's rho [-] | 4.54e-01 | 5.21e-01 | 5.47e-01 | 2-C3S (v201912) |
Spearman's rho [-] | 4.86e-01 | 5.54e-01 | 5.13e-01 | 1-C3S (v202012) |
Spearman's rho p-value [-] | 4.31e-02 | 0.e+00 | 1.41e-06 | 2-C3S (v201912) |
Spearman's rho p-value [-] | 3.53e-02 | 0.e+00 | 8.36e-09 | 1-C3S (v202012) |
Pearson's r p-value [-] | 4.09e-02 | 0.e+00 | 1.03e-07 | 2-C3S (v201912) |
Pearson's r p-value [-] | 3.44e-02 | 0.e+00 | 1.15e-09 | 1-C3S (v202012) |
Mean square error variance [(m³/m³)²] | 9.14e-18 | 0.e+00 | 1.39e-17 | 2-C3S (v201912) |
Mean square error variance [(m³/m³)²] | 9.15e-18 | 0.e+00 | 1.39e-17 | 1-C3S (v202012) |
Mean square error correlation [(m³/m³)²] | 3.74e-03 | 2.84e-03 | 2.9e-03 | 2-C3S (v201912) |
Unbiased root-mean-square deviation [m³/m³] | 5.43e-02 | 5.11e-02 | 2.57e-02 | 1-C3S (v202012) |
Mean square error correlation [(m³/m³)²] | 3.52e-03 | 2.61e-03 | 2.73e-03 | 1-C3S (v202012) |
Mean square error bias [(m³/m³)²] | 4.45e-16 | 4.15e-20 | 8.88e-16 | 1-C3S (v202012) |
Mean square error [(m³/m³)²] | 3.74e-03 | 2.84e-03 | 2.9e-03 | 2-C3S (v201912) |
Mean square error [(m³/m³)²] | 3.52e-03 | 2.61e-03 | 2.73e-03 | 1-C3S (v202012) |
Residual sum of squares [(m³/m³)²] | 2.60e+00 | 2.29e+00 | 2.14e+00 | 2-C3S (v201912) |
Residual sum of squares [(m³/m³)²] | 2.43e+00 | 2.11e+00 | 2.01e+00 | 1-C3S (v202012) |
Root-mean-square deviation [m³/m³] | 5.62e-02 | 5.32e-02 | 2.63e-02 | 2-C3S (v201912) |
Root-mean-square deviation [m³/m³] | 5.43e-02 | 5.11e-02 | 2.57e-02 | 1-C3S (v202012) |
Pearson's r [-] | 4.73e-01 | 5.57e-01 | 5.31e-01 | 2-C3S (v201912) |
Pearson's r [-] | 5.03e-01 | 5.9e-01 | 5.06e-01 | 1-C3S (v202012) |
Bias (difference of means) [m³/m³] | 3.52e-10 | 0.e+00 | 4.66e-10 | 2-C3S (v201912) |
Mean square error bias [(m³/m³)²] | 5.27e-16 | 0.e+00 | 8.88e-16 | 2-C3S (v201912) |
Unbiased root-mean-square deviation [m³/m³] | 5.62e-02 | 5.32e-02 | 2.63e-02 | 2-C3S (v201912) |