| Variables | Unit | Test_mean | Ref._mean | Mean_Bias | Test_STD | Ref._STD | RMSE | Correlation |
|---|
| PRECT global | mm/day | 3.128 | 3.057 | 0.071 | 2.6 | 2.635 | 0.599 | 0.974 |
| SST global | degC | 19.875 | 19.874 | 0.0 | 8.563 | 8.563 | 0.006 | 1.0 |
| SOLIN global | W/m2 | 342.28 | 342.28 | 0.0 | 100.117 | 100.117 | 0.0 | 1.0 |
| ALBEDO global | dimensionless | 0.31 | 0.31 | 0.0 | 0.138 | 0.137 | 0.013 | 0.995 |
| ALBEDOC global | dimensionless | 0.172 | 0.173 | -0.001 | 0.134 | 0.133 | 0.005 | 0.999 |
| RESTOM global | W/m2 | 2.911 | 3.961 | -1.05 | 73.103 | 72.957 | 3.119 | 0.999 |
| FLUT global | W/m2 | 243.227 | 241.985 | 1.241 | 33.54 | 33.276 | 3.778 | 0.994 |
| FLUTC global | W/m2 | 265.62 | 264.57 | 1.05 | 30.443 | 30.06 | 1.732 | 0.999 |
| FSNTOA global | W/m2 | 246.04 | 245.794 | 0.246 | 98.344 | 97.871 | 4.573 | 0.999 |
| FSNTOAC global | W/m2 | 290.406 | 290.288 | 0.118 | 105.311 | 105.091 | 0.87 | 1.0 |
| SWCF global | W/m2 | -44.366 | -44.494 | 0.128 | 26.451 | 27.034 | 4.544 | 0.986 |
| LWCF global | W/m2 | 22.393 | 22.585 | -0.192 | 11.744 | 12.195 | 2.643 | 0.976 |
| NETCF global | W/m2 | -21.972 | -21.909 | -0.064 | 21.067 | 21.356 | 3.005 | 0.99 |
| ALBEDO_SRF global | dimensionless | 0.142 | 0.143 | -0.0 | 0.181 | 0.182 | 0.011 | 0.998 |
| SWCFSRF global | W/m2 | -47.759 | -47.866 | 0.107 | 29.229 | 29.882 | 4.854 | 0.987 |
| LWCFSRF global | W/m2 | 27.506 | 27.302 | 0.204 | 19.945 | 19.718 | 1.941 | 0.995 |
| NETCF_SRF global | W/m2 | -20.253 | -20.564 | 0.31 | 26.907 | 27.104 | 3.783 | 0.99 |
| FLDS global | W/m2 | 344.093 | 343.334 | 0.76 | 62.98 | 62.668 | 3.115 | 0.999 |
| FLDSC global | W/m2 | 315.957 | 315.383 | 0.574 | 76.441 | 75.796 | 2.398 | 1.0 |
| FLNS global | W/m2 | 54.874 | 55.415 | -0.541 | 20.259 | 20.668 | 2.775 | 0.991 |
| FLNSC global | W/m2 | 82.379 | 82.716 | -0.337 | 14.834 | 14.78 | 2.019 | 0.991 |
| FSDS global | W/m2 | 192.873 | 192.394 | 0.479 | 73.694 | 73.532 | 5.571 | 0.997 |
| FSDSC global | W/m2 | 246.696 | 246.263 | 0.433 | 74.142 | 74.082 | 1.092 | 1.0 |
| FSNS global | W/m2 | 168.924 | 168.494 | 0.43 | 77.22 | 76.901 | 5.146 | 0.998 |
| FSNSC global | W/m2 | 216.683 | 216.36 | 0.323 | 84.486 | 84.327 | 1.134 | 1.0 |
| LHFLX global | W/m2 | 90.033 | 87.807 | 2.226 | 56.27 | 55.439 | 8.078 | 0.99 |
| SHFLX global | W/m2 | 16.386 | 17.475 | -1.089 | 19.662 | 19.773 | 3.286 | 0.988 |
| NET_FLUX_SRF global | W/m2 | 7.632 | 7.798 | -0.166 | 50.334 | 49.535 | 10.309 | 0.979 |
| PREH2O global | kg/m2 | 24.121 | 23.671 | 0.449 | 13.923 | 13.697 | 0.992 | 0.998 |
| U-850mb global | m/s | 0.609 | 0.988 | -0.379 | 7.252 | 6.79 | 1.349 | 0.985 |
| U-200mb global | m/s | 16.149 | 15.787 | 0.362 | 13.079 | 12.763 | 1.987 | 0.989 |
| Z3-500mb global | hectometer | 53.843 | 56.489 | -2.646 | 2.826 | 2.829 | 2.651 | 0.998 |
| T-850mb global | K | 282.305 | 280.962 | 1.343 | 10.183 | 10.151 | 1.517 | 0.998 |
| T-200mb global | K | 218.141 | 216.745 | 1.396 | 3.863 | 3.33 | 2.153 | 0.907 |
| PSL global | mbar | 975.878 | 1011.147 | -35.269 | 12.129 | 11.43 | 35.297 | 0.995 |
| TGCLDLWP_OCN global | g/m^2 | 50.414 | 51.835 | -1.421 | 24.198 | 25.004 | 5.633 | 0.976 |
| AODVIS global | dimensionless | 0.147 | 0.139 | 0.008 | 0.094 | 0.088 | 0.016 | 0.991 |
| TREFHT global | DegC | 14.584 | 14.491 | 0.093 | 13.932 | 13.903 | 0.406 | 1.0 |
| TREFHT land | DegC | 9.289 | 9.18 | 0.109 | 18.739 | 18.609 | 0.634 | 0.999 |
| TAUXY ocean | N/m^2 | 0.087 | 0.076 | 0.01 | 0.072 | 0.059 | 0.023 | 0.969 |