The mean, median and standard deviation are calculated on the validation results aggregated by metric and dataset. The reference dataset used is ERA5-Land (v20190904, swvl1).
Metric | Mean | Median | IQ range | Dataset |
---|---|---|---|---|
# observations | 3.03e+03 | 2.88e+03 | 1.78e+03 | All datasets |
Bias (difference of means) [m³/m³] | ~ 0 | ~ 0 | ~ 0 | 1-C3S (v202012) |
Bias (difference of means) [m³/m³] | ~ 0 | ~ 0 | ~ 0 | 2-C3S (v201912) |
Mean square error [(m³/m³)²] | 3.25e-03 | 2.84e-03 | 1.72e-03 | 2-C3S (v201912) |
Mean square error [(m³/m³)²] | 3.21e-03 | 2.81e-03 | 1.7e-03 | 1-C3S (v202012) |
Mean square error bias [(m³/m³)²] | ~ 0 | ~ 0 | ~ 0 | 2-C3S (v201912) |
Mean square error bias [(m³/m³)²] | ~ 0 | ~ 0 | ~ 0 | 1-C3S (v202012) |
Mean square error correlation [(m³/m³)²] | 3.25e-03 | 2.84e-03 | 1.72e-03 | 2-C3S (v201912) |
Mean square error correlation [(m³/m³)²] | 3.21e-03 | 2.81e-03 | 1.7e-03 | 1-C3S (v202012) |
Mean square error variance [(m³/m³)²] | ~ 0 | ~ 0 | ~ 0 | 2-C3S (v201912) |
Mean square error variance [(m³/m³)²] | ~ 0 | ~ 0 | ~ 0 | 1-C3S (v202012) |
Pearson's r [-] | 0.57 | 0.64 | 0.33 | 1-C3S (v202012) |
Pearson's r [-] | 0.57 | 0.63 | 0.33 | 2-C3S (v201912) |
Pearson's r p-value [-] | 2.56e-03 | ~ 0 | ~ 0 | 1-C3S (v202012) |
Pearson's r p-value [-] | 2.15e-03 | ~ 0 | ~ 0 | 2-C3S (v201912) |
Residual sum of squares [(m³/m³)²] | 9.46 | 8.22 | 6.04 | 2-C3S (v201912) |
Residual sum of squares [(m³/m³)²] | 9.31 | 8.08 | 5.89 | 1-C3S (v202012) |
Root-mean-square deviation [m³/m³] | 5.44e-02 | 5.29e-02 | 1.6e-02 | 1-C3S (v202012) |
Root-mean-square deviation [m³/m³] | 5.48e-02 | 5.32e-02 | 1.60e-02 | 2-C3S (v201912) |
Spearman's ρ [-] | 0.6 | 0.66 | 0.31 | 2-C3S (v201912) |
Spearman's ρ [-] | 0.60 | 0.67 | 0.31 | 1-C3S (v202012) |
Spearman's ρ p-value [-] | 8.12e-04 | ~ 0 | ~ 0 | 1-C3S (v202012) |
Spearman's ρ p-value [-] | 8.26e-04 | ~ 0 | ~ 0 | 2-C3S (v201912) |
Unbiased root-mean-square deviation [m³/m³] | 5.46e-02 | 5.3e-02 | 1.59e-02 | 1-C3S (v202012) |
Unbiased root-mean-square deviation [m³/m³] | 5.5e-02 | 5.33e-02 | 1.6e-02 | 2-C3S (v201912) |