| Variables | Unit | Test_mean | Ref._mean | Mean_Bias | Test_STD | Ref._STD | RMSE | Correlation |
|---|
| PRECT global | mm/day | 2.995 | 3.057 | -0.062 | 2.822 | 2.635 | 2.43 | 0.606 |
| SST global | degC | 19.876 | 19.874 | 0.002 | 8.561 | 8.563 | 0.018 | 1.0 |
| SOLIN global | W/m2 | 342.28 | 342.28 | 0.0 | 100.117 | 100.117 | 0.0 | 1.0 |
| ALBEDO global | dimensionless | 0.311 | 0.31 | 0.001 | 0.152 | 0.137 | 0.05 | 0.946 |
| ALBEDOC global | dimensionless | 0.171 | 0.173 | -0.002 | 0.129 | 0.133 | 0.016 | 0.993 |
| RESTOM global | W/m2 | 11.929 | 3.961 | 7.969 | 77.503 | 72.957 | 13.315 | 0.992 |
| FLUT global | W/m2 | 234.792 | 241.985 | -7.193 | 33.758 | 33.276 | 16.078 | 0.908 |
| FLUTC global | W/m2 | 259.438 | 264.57 | -5.132 | 26.744 | 30.06 | 7.608 | 0.987 |
| FSNTOA global | W/m2 | 246.595 | 245.794 | 0.801 | 102.171 | 97.871 | 18.095 | 0.985 |
| FSNTOAC global | W/m2 | 290.445 | 290.288 | 0.158 | 104.877 | 105.091 | 3.435 | 0.999 |
| SWCF global | W/m2 | -43.851 | -44.494 | 0.643 | 31.045 | 27.034 | 17.675 | 0.824 |
| LWCF global | W/m2 | 24.646 | 22.585 | 2.061 | 14.987 | 12.195 | 11.809 | 0.651 |
| NETCF global | W/m2 | -19.205 | -21.909 | 2.704 | 24.969 | 21.356 | 10.772 | 0.91 |
| ALBEDO_SRF global | dimensionless | 0.139 | 0.143 | -0.003 | 0.18 | 0.182 | 0.035 | 0.981 |
| SWCFSRF global | W/m2 | -47.557 | -47.866 | 0.309 | 34.662 | 29.882 | 18.699 | 0.842 |
| LWCFSRF global | W/m2 | 28.482 | 27.302 | 1.18 | 23.95 | 19.718 | 9.413 | 0.927 |
| NETCF_SRF global | W/m2 | -19.075 | -20.564 | 1.489 | 30.213 | 27.104 | 14.719 | 0.875 |
| FLDS global | W/m2 | 349.82 | 343.334 | 6.486 | 53.795 | 62.668 | 15.002 | 0.985 |
| FLDSC global | W/m2 | 320.819 | 315.383 | 5.436 | 71.821 | 75.796 | 8.839 | 0.997 |
| FLNS global | W/m2 | 51.486 | 55.415 | -3.929 | 22.48 | 20.668 | 12.249 | 0.859 |
| FLNSC global | W/m2 | 79.968 | 82.716 | -2.749 | 11.509 | 14.78 | 7.52 | 0.887 |
| FSDS global | W/m2 | 189.969 | 192.394 | -2.425 | 79.056 | 73.532 | 22.853 | 0.958 |
| FSDSC global | W/m2 | 244.304 | 246.263 | -1.96 | 74.327 | 74.082 | 3.863 | 0.999 |
| FSNS global | W/m2 | 167.307 | 168.494 | -1.188 | 82.021 | 76.901 | 20.402 | 0.969 |
| FSNSC global | W/m2 | 214.864 | 216.36 | -1.497 | 84.272 | 84.327 | 4.873 | 0.998 |
| LHFLX global | W/m2 | 83.761 | 87.807 | -4.046 | 58.72 | 55.439 | 21.414 | 0.934 |
| SHFLX global | W/m2 | 15.212 | 17.475 | -2.263 | 20.743 | 19.773 | 12.083 | 0.829 |
| NET_FLUX_SRF global | W/m2 | 16.848 | 7.798 | 9.05 | 51.195 | 49.535 | 25.341 | 0.89 |
| PREH2O global | kg/m2 | 25.568 | 23.671 | 1.897 | 12.87 | 13.697 | 3.487 | 0.978 |
| U-850mb global | m/s | 0.851 | 0.988 | -0.136 | 7.173 | 6.79 | 1.88 | 0.965 |
| U-200mb global | m/s | 17.013 | 15.787 | 1.226 | 12.644 | 12.763 | 5.009 | 0.927 |
| Z3-500mb global | hectometer | 56.405 | 56.489 | -0.084 | 2.782 | 2.829 | 0.282 | 0.996 |
| T-850mb global | K | 281.155 | 280.962 | 0.193 | 9.385 | 10.151 | 1.32 | 0.994 |
| T-200mb global | K | 213.334 | 216.745 | -3.411 | 3.687 | 3.33 | 4.65 | 0.599 |
| PSL global | mbar | 1011.226 | 1011.147 | 0.079 | 12.231 | 11.43 | 2.307 | 0.983 |
| TGCLDLWP_OCN global | g/m^2 | 44.296 | 51.835 | -7.539 | 26.104 | 25.004 | 17.378 | 0.813 |
| AODVIS global | dimensionless | 0.145 | 0.139 | 0.006 | 0.077 | 0.088 | 0.045 | 0.861 |
| TREFHT global | DegC | 15.26 | 14.491 | 0.769 | 12.699 | 13.903 | 1.922 | 0.995 |
| TREFHT land | DegC | 10.702 | 9.18 | 1.523 | 16.838 | 18.609 | 3.056 | 0.994 |
| TAUXY ocean | N/m^2 | 0.081 | 0.076 | 0.005 | 0.063 | 0.059 | 0.03 | 0.884 |