| Variables | Unit | Test_mean | Ref._mean | Mean_Bias | Test_STD | Ref._STD | RMSE | Correlation |
|---|
| PRECT global | mm/day | 3.012 | 3.107 | -0.095 | 2.09 | 2.211 | 0.756 | 0.941 |
| SST global | degC | 20.068 | 20.068 | 0.001 | 8.377 | 8.378 | 0.007 | 1.0 |
| SOLIN global | W/m2 | 340.369 | 340.369 | 0.0 | 72.731 | 72.731 | 0.0 | 1.0 |
| ALBEDO global | dimensionless | 0.308 | 0.308 | 0.0 | 0.131 | 0.125 | 0.018 | 0.991 |
| ALBEDOC global | dimensionless | 0.168 | 0.168 | -0.001 | 0.117 | 0.119 | 0.006 | 0.999 |
| RESTOM global | W/m2 | 5.993 | 2.456 | 3.537 | 56.854 | 54.976 | 5.497 | 0.998 |
| FLUT global | W/m2 | 238.211 | 241.599 | -3.388 | 31.437 | 31.7 | 5.514 | 0.991 |
| FLUTC global | W/m2 | 262.012 | 264.401 | -2.389 | 29.116 | 29.982 | 2.932 | 0.999 |
| FSNTOA global | W/m2 | 244.073 | 243.898 | 0.176 | 84.146 | 82.573 | 6.324 | 0.997 |
| FSNTOAC global | W/m2 | 289.013 | 288.94 | 0.073 | 82.2 | 82.65 | 1.41 | 1.0 |
| SWCF global | W/m2 | -44.939 | -45.042 | 0.103 | 21.846 | 20.49 | 6.335 | 0.957 |
| LWCF global | W/m2 | 23.801 | 22.802 | 0.999 | 11.125 | 10.501 | 3.604 | 0.95 |
| NETCF global | W/m2 | -21.138 | -22.241 | 1.102 | 15.293 | 14.11 | 4.279 | 0.964 |
| ALBEDO_SRF global | dimensionless | 0.143 | 0.144 | -0.001 | 0.171 | 0.172 | 0.009 | 0.999 |
| SWCFSRF global | W/m2 | -48.268 | -48.316 | 0.048 | 23.921 | 22.269 | 6.72 | 0.96 |
| LWCFSRF global | W/m2 | 27.447 | 27.051 | 0.396 | 20.29 | 18.553 | 3.293 | 0.99 |
| NETCF_SRF global | W/m2 | -20.821 | -21.264 | 0.443 | 19.35 | 18.987 | 4.953 | 0.967 |
| FLDS global | W/m2 | 345.694 | 343.293 | 2.402 | 59.696 | 62.071 | 5.465 | 0.998 |
| FLDSC global | W/m2 | 317.153 | 315.062 | 2.091 | 73.983 | 75.107 | 3.26 | 1.0 |
| FLNS global | W/m2 | 53.324 | 54.823 | -1.5 | 20.634 | 19.374 | 4.327 | 0.981 |
| FLNSC global | W/m2 | 80.771 | 81.875 | -1.104 | 13.1 | 13.681 | 2.538 | 0.986 |
| FSDS global | W/m2 | 188.679 | 189.598 | -0.919 | 63.854 | 61.318 | 8.001 | 0.993 |
| FSDSC global | W/m2 | 243.203 | 244.067 | -0.865 | 50.281 | 50.359 | 1.535 | 1.0 |
| FSNS global | W/m2 | 165.819 | 166.338 | -0.519 | 68.048 | 66.162 | 7.129 | 0.995 |
| FSNSC global | W/m2 | 214.087 | 214.654 | -0.567 | 65.028 | 65.431 | 1.894 | 1.0 |
| LHFLX global | W/m2 | 87.826 | 89.975 | -2.149 | 54.735 | 54.301 | 7.187 | 0.992 |
| SHFLX global | W/m2 | 17.805 | 18.312 | -0.507 | 17.327 | 16.735 | 4.224 | 0.97 |
| NET_FLUX_SRF global | W/m2 | 6.864 | 3.228 | 3.636 | 30.899 | 30.928 | 8.929 | 0.965 |
| PREH2O global | kg/m2 | 24.731 | 23.845 | 0.887 | 13.061 | 13.113 | 1.333 | 0.997 |
| U-850mb global | m/s | 1.001 | 1.032 | -0.031 | 6.783 | 6.548 | 0.763 | 0.994 |
| U-200mb global | m/s | 16.374 | 15.463 | 0.911 | 12.26 | 12.013 | 1.984 | 0.99 |
| Z3-500mb global | hectometer | 56.466 | 56.486 | -0.02 | 2.722 | 2.723 | 0.097 | 0.999 |
| T-850mb global | K | 280.98 | 280.924 | 0.056 | 9.779 | 9.891 | 0.361 | 0.999 |
| T-200mb global | K | 215.403 | 217.495 | -2.092 | 2.869 | 2.737 | 3.03 | 0.695 |
| PSL global | mbar | 1011.304 | 1011.214 | 0.091 | 10.674 | 10.36 | 0.847 | 0.997 |
| TGCLDLWP_OCN global | g/m^2 | 49.981 | 52.74 | -2.759 | 25.315 | 23.938 | 7.083 | 0.966 |
| AODVIS global | dimensionless | 0.146 | 0.142 | 0.005 | 0.101 | 0.097 | 0.017 | 0.988 |
| TREFHT global | DegC | 14.543 | 14.27 | 0.273 | 13.655 | 14.005 | 0.658 | 0.999 |
| TREFHT land | DegC | 8.881 | 8.355 | 0.525 | 18.001 | 18.449 | 1.025 | 0.999 |
| TAUXY ocean | N/m^2 | 0.076 | 0.074 | 0.002 | 0.055 | 0.054 | 0.011 | 0.981 |