| Variables | Unit | Test_mean | Ref._mean | Mean_Bias | Test_STD | Ref._STD | RMSE | Correlation |
|---|
| PRECT global | mm/day | 3.084 | 3.107 | -0.023 | 2.158 | 2.211 | 0.408 | 0.983 |
| SST global | degC | 20.068 | 20.068 | -0.0 | 8.378 | 8.378 | 0.004 | 1.0 |
| SOLIN global | W/m2 | 340.37 | 340.369 | 0.0 | 72.729 | 72.731 | 0.007 | 1.0 |
| ALBEDO global | dimensionless | 0.31 | 0.308 | 0.003 | 0.125 | 0.125 | 0.009 | 0.998 |
| ALBEDOC global | dimensionless | 0.169 | 0.168 | 0.001 | 0.121 | 0.119 | 0.004 | 0.999 |
| RESTOM global | W/m2 | 1.686 | 2.456 | -0.77 | 54.772 | 54.976 | 2.061 | 0.999 |
| FLUT global | W/m2 | 241.284 | 241.599 | -0.315 | 31.33 | 31.7 | 2.186 | 0.998 |
| FLUTC global | W/m2 | 264.942 | 264.401 | 0.541 | 29.854 | 29.982 | 0.979 | 1.0 |
| FSNTOA global | W/m2 | 242.84 | 243.898 | -1.058 | 81.832 | 82.573 | 3.302 | 0.999 |
| FSNTOAC global | W/m2 | 288.838 | 288.94 | -0.101 | 82.887 | 82.65 | 0.958 | 1.0 |
| SWCF global | W/m2 | -45.999 | -45.042 | -0.956 | 20.399 | 20.49 | 3.219 | 0.989 |
| LWCF global | W/m2 | 23.657 | 22.802 | 0.856 | 10.781 | 10.501 | 1.861 | 0.988 |
| NETCF global | W/m2 | -22.341 | -22.241 | -0.101 | 13.844 | 14.11 | 2.038 | 0.99 |
| ALBEDO_SRF global | dimensionless | 0.145 | 0.144 | 0.001 | 0.174 | 0.172 | 0.007 | 0.999 |
| SWCFSRF global | W/m2 | -49.108 | -48.316 | -0.792 | 21.986 | 22.269 | 3.341 | 0.989 |
| LWCFSRF global | W/m2 | 26.933 | 27.051 | -0.119 | 18.088 | 18.553 | 1.235 | 0.998 |
| NETCF_SRF global | W/m2 | -22.175 | -21.264 | -0.911 | 19.564 | 18.987 | 2.756 | 0.991 |
| FLDS global | W/m2 | 342.787 | 343.293 | -0.506 | 62.482 | 62.071 | 2.023 | 1.0 |
| FLDSC global | W/m2 | 314.686 | 315.062 | -0.376 | 75.258 | 75.107 | 1.503 | 1.0 |
| FLNS global | W/m2 | 55.402 | 54.823 | 0.579 | 19.247 | 19.374 | 1.925 | 0.996 |
| FLNSC global | W/m2 | 82.335 | 81.875 | 0.46 | 13.98 | 13.681 | 1.29 | 0.996 |
| FSDS global | W/m2 | 189.067 | 189.598 | -0.53 | 60.217 | 61.318 | 3.834 | 0.998 |
| FSDSC global | W/m2 | 244.349 | 244.067 | 0.282 | 50.27 | 50.359 | 0.731 | 1.0 |
| FSNS global | W/m2 | 165.703 | 166.338 | -0.636 | 65.201 | 66.162 | 3.573 | 0.999 |
| FSNSC global | W/m2 | 214.81 | 214.654 | 0.156 | 65.515 | 65.431 | 1.082 | 1.0 |
| LHFLX global | W/m2 | 89.297 | 89.975 | -0.678 | 53.831 | 54.301 | 3.909 | 0.998 |
| SHFLX global | W/m2 | 18.559 | 18.312 | 0.247 | 17.084 | 16.735 | 2.12 | 0.992 |
| NET_FLUX_SRF global | W/m2 | 2.445 | 3.228 | -0.784 | 31.223 | 30.928 | 4.756 | 0.989 |
| PREH2O global | kg/m2 | 23.669 | 23.845 | -0.176 | 13.224 | 13.113 | 0.524 | 0.999 |
| U-850mb global | m/s | 1.082 | 1.032 | 0.049 | 6.602 | 6.548 | 0.483 | 0.997 |
| U-200mb global | m/s | 15.396 | 15.463 | -0.067 | 12.024 | 12.013 | 0.987 | 0.997 |
| Z3-500mb global | hectometer | 56.492 | 56.486 | 0.007 | 2.746 | 2.723 | 0.081 | 1.0 |
| T-850mb global | K | 281.03 | 280.924 | 0.106 | 9.867 | 9.891 | 0.29 | 1.0 |
| T-200mb global | K | 217.592 | 217.495 | 0.097 | 2.917 | 2.737 | 0.358 | 0.995 |
| PSL global | mbar | 1011.194 | 1011.214 | -0.02 | 10.577 | 10.36 | 0.671 | 0.998 |
| TGCLDLWP_OCN global | g/m^2 | 54.817 | 52.74 | 2.077 | 24.286 | 23.938 | 3.566 | 0.993 |
| AODVIS global | dimensionless | 0.141 | 0.142 | -0.001 | 0.097 | 0.097 | 0.007 | 0.997 |
| TREFHT global | DegC | 14.278 | 14.27 | 0.008 | 14.019 | 14.005 | 0.287 | 1.0 |
| TREFHT land | DegC | 8.456 | 8.355 | 0.1 | 18.452 | 18.449 | 0.465 | 1.0 |
| TAUXY ocean | N/m^2 | 0.074 | 0.074 | -0.0 | 0.056 | 0.054 | 0.008 | 0.99 |