| Variables | Unit | Test_mean | Ref._mean | Mean_Bias | Test_STD | Ref._STD | RMSE | Correlation |
|---|
| PRECT global | mm/day | 3.017 | 3.107 | -0.091 | 2.106 | 2.211 | 0.8 | 0.933 |
| SST global | degC | 20.068 | 20.068 | 0.001 | 8.376 | 8.378 | 0.008 | 1.0 |
| SOLIN global | W/m2 | 340.369 | 340.369 | 0.0 | 72.731 | 72.731 | 0.0 | 1.0 |
| ALBEDO global | dimensionless | 0.311 | 0.308 | 0.003 | 0.131 | 0.125 | 0.019 | 0.99 |
| ALBEDOC global | dimensionless | 0.168 | 0.168 | -0.001 | 0.117 | 0.119 | 0.006 | 0.999 |
| RESTOM global | W/m2 | 5.346 | 2.456 | 2.89 | 56.971 | 54.976 | 5.221 | 0.998 |
| FLUT global | W/m2 | 238.007 | 241.599 | -3.592 | 31.519 | 31.7 | 5.895 | 0.989 |
| FLUTC global | W/m2 | 261.972 | 264.401 | -2.429 | 29.08 | 29.982 | 3.04 | 0.999 |
| FSNTOA global | W/m2 | 243.222 | 243.898 | -0.676 | 84.237 | 82.573 | 6.685 | 0.997 |
| FSNTOAC global | W/m2 | 289.017 | 288.94 | 0.077 | 82.167 | 82.65 | 1.536 | 1.0 |
| SWCF global | W/m2 | -45.795 | -45.042 | -0.753 | 22.286 | 20.49 | 6.654 | 0.956 |
| LWCF global | W/m2 | 23.964 | 22.802 | 1.163 | 11.317 | 10.501 | 3.887 | 0.945 |
| NETCF global | W/m2 | -21.83 | -22.241 | 0.41 | 15.613 | 14.11 | 4.245 | 0.965 |
| ALBEDO_SRF global | dimensionless | 0.143 | 0.144 | -0.001 | 0.171 | 0.172 | 0.01 | 0.998 |
| SWCFSRF global | W/m2 | -49.22 | -48.316 | -0.904 | 24.391 | 22.269 | 7.041 | 0.959 |
| LWCFSRF global | W/m2 | 27.843 | 27.051 | 0.792 | 20.437 | 18.553 | 3.415 | 0.99 |
| NETCF_SRF global | W/m2 | -21.377 | -21.264 | -0.113 | 19.692 | 18.987 | 5.193 | 0.965 |
| FLDS global | W/m2 | 346.022 | 343.293 | 2.729 | 59.564 | 62.071 | 5.775 | 0.997 |
| FLDSC global | W/m2 | 317.1 | 315.062 | 2.038 | 73.863 | 75.107 | 3.32 | 1.0 |
| FLNS global | W/m2 | 53.017 | 54.823 | -1.806 | 20.901 | 19.374 | 4.585 | 0.981 |
| FLNSC global | W/m2 | 80.861 | 81.875 | -1.014 | 13.141 | 13.681 | 2.553 | 0.986 |
| FSDS global | W/m2 | 187.687 | 189.598 | -1.911 | 64.285 | 61.318 | 8.476 | 0.992 |
| FSDSC global | W/m2 | 243.281 | 244.067 | -0.786 | 50.314 | 50.359 | 1.389 | 1.0 |
| FSNS global | W/m2 | 164.939 | 166.338 | -1.399 | 68.185 | 66.162 | 7.584 | 0.994 |
| FSNSC global | W/m2 | 214.159 | 214.654 | -0.495 | 64.965 | 65.431 | 1.943 | 1.0 |
| LHFLX global | W/m2 | 87.932 | 89.975 | -2.043 | 55.083 | 54.301 | 7.372 | 0.992 |
| SHFLX global | W/m2 | 17.757 | 18.312 | -0.555 | 17.521 | 16.735 | 4.416 | 0.968 |
| NET_FLUX_SRF global | W/m2 | 6.233 | 3.228 | 3.004 | 31.535 | 30.928 | 8.937 | 0.964 |
| PREH2O global | kg/m2 | 24.712 | 23.845 | 0.867 | 13.039 | 13.113 | 1.35 | 0.997 |
| U-850mb global | m/s | 1.068 | 1.032 | 0.035 | 6.842 | 6.548 | 0.809 | 0.994 |
| U-200mb global | m/s | 16.416 | 15.463 | 0.953 | 12.255 | 12.013 | 2.034 | 0.989 |
| Z3-500mb global | hectometer | 56.464 | 56.486 | -0.022 | 2.739 | 2.723 | 0.095 | 0.999 |
| T-850mb global | K | 280.98 | 280.924 | 0.056 | 9.744 | 9.891 | 0.386 | 0.999 |
| T-200mb global | K | 215.327 | 217.495 | -2.168 | 2.878 | 2.737 | 3.116 | 0.683 |
| PSL global | mbar | 1011.297 | 1011.214 | 0.084 | 10.89 | 10.36 | 0.895 | 0.998 |
| TGCLDLWP_OCN global | g/m^2 | 51.104 | 52.74 | -1.636 | 26.06 | 23.938 | 7.075 | 0.966 |
| AODVIS global | dimensionless | 0.146 | 0.142 | 0.004 | 0.099 | 0.097 | 0.016 | 0.988 |
| TREFHT global | DegC | 14.549 | 14.27 | 0.279 | 13.649 | 14.005 | 0.689 | 0.999 |
| TREFHT land | DegC | 8.892 | 8.355 | 0.537 | 18.024 | 18.449 | 1.064 | 0.999 |
| TAUXY ocean | N/m^2 | 0.078 | 0.074 | 0.003 | 0.056 | 0.054 | 0.01 | 0.985 |