| Variables | Unit | Test_mean | Ref._mean | Mean_Bias | Test_STD | Ref._STD | RMSE | Correlation |
|---|
| PRECT global | mm/day | 3.104 | 3.1 | 0.004 | 2.809 | 2.832 | 0.629 | 0.975 |
| SST global | degC | 19.74 | 19.74 | -0.0 | 8.704 | 8.704 | 0.005 | 1.0 |
| SOLIN global | W/m2 | 350.601 | 350.601 | 0.0 | 147.338 | 147.338 | 0.0 | 1.0 |
| ALBEDO global | dimensionless | 0.329 | 0.329 | 0.0 | 0.146 | 0.147 | 0.013 | 0.996 |
| ALBEDOC global | dimensionless | 0.19 | 0.189 | 0.0 | 0.148 | 0.148 | 0.006 | 0.999 |
| RESTOM global | W/m2 | 9.1 | 9.329 | -0.23 | 98.552 | 98.781 | 3.162 | 0.999 |
| FLUT global | W/m2 | 239.478 | 239.462 | 0.016 | 34.711 | 34.931 | 3.798 | 0.994 |
| FLUTC global | W/m2 | 261.772 | 261.876 | -0.104 | 33.064 | 32.937 | 1.493 | 0.999 |
| FSNTOA global | W/m2 | 248.406 | 248.621 | -0.215 | 121.88 | 122.219 | 4.922 | 0.999 |
| FSNTOAC global | W/m2 | 297.019 | 297.084 | -0.065 | 139.93 | 139.954 | 1.16 | 1.0 |
| SWCF global | W/m2 | -48.613 | -48.462 | -0.15 | 37.176 | 37.294 | 4.882 | 0.991 |
| LWCF global | W/m2 | 22.294 | 22.414 | -0.12 | 13.674 | 13.954 | 2.855 | 0.979 |
| NETCF global | W/m2 | -26.319 | -26.048 | -0.271 | 32.517 | 32.559 | 3.142 | 0.995 |
| ALBEDO_SRF global | dimensionless | 0.169 | 0.169 | 0.0 | 0.214 | 0.214 | 0.01 | 0.999 |
| SWCFSRF global | W/m2 | -52.488 | -52.32 | -0.168 | 41.537 | 41.658 | 5.134 | 0.992 |
| LWCFSRF global | W/m2 | 28.244 | 28.38 | -0.136 | 19.699 | 19.726 | 1.883 | 0.995 |
| NETCF_SRF global | W/m2 | -24.244 | -23.94 | -0.304 | 37.434 | 37.691 | 4.335 | 0.993 |
| FLDS global | W/m2 | 336.327 | 336.402 | -0.075 | 70.968 | 70.136 | 3.297 | 0.999 |
| FLDSC global | W/m2 | 307.598 | 307.54 | 0.058 | 82.858 | 82.416 | 2.251 | 1.0 |
| FLNS global | W/m2 | 53.378 | 53.494 | -0.116 | 21.188 | 21.161 | 2.651 | 0.992 |
| FLNSC global | W/m2 | 81.622 | 81.874 | -0.252 | 15.728 | 15.517 | 1.907 | 0.993 |
| FSDS global | W/m2 | 195.449 | 195.71 | -0.261 | 95.929 | 96.355 | 5.957 | 0.998 |
| FSDSC global | W/m2 | 253.951 | 254.034 | -0.083 | 111.462 | 111.529 | 0.933 | 1.0 |
| FSNS global | W/m2 | 170.068 | 170.334 | -0.266 | 92.118 | 92.573 | 5.504 | 0.998 |
| FSNSC global | W/m2 | 222.556 | 222.653 | -0.097 | 111.248 | 111.345 | 1.409 | 1.0 |
| LHFLX global | W/m2 | 90.066 | 89.89 | 0.176 | 67.147 | 67.24 | 7.181 | 0.994 |
| SHFLX global | W/m2 | 17.302 | 17.359 | -0.057 | 23.75 | 23.933 | 3.025 | 0.992 |
| NET_FLUX_SRF global | W/m2 | 9.322 | 9.591 | -0.269 | 97.129 | 97.825 | 9.448 | 0.995 |
| PREH2O global | kg/m2 | 22.849 | 22.737 | 0.112 | 14.43 | 14.293 | 0.95 | 0.998 |
| U-850mb global | m/s | 0.905 | 1.025 | -0.12 | 7.232 | 7.135 | 0.913 | 0.992 |
| U-200mb global | m/s | 16.184 | 16.229 | -0.046 | 14.821 | 14.804 | 1.801 | 0.993 |
| Z3-500mb global | hectometer | 56.256 | 56.252 | 0.004 | 2.815 | 2.815 | 0.138 | 0.999 |
| T-850mb global | K | 279.441 | 279.433 | 0.008 | 11.558 | 11.498 | 0.476 | 0.999 |
| T-200mb global | K | 218.366 | 218.363 | 0.003 | 3.125 | 3.071 | 0.6 | 0.981 |
| PSL global | mbar | 1011.414 | 1011.406 | 0.008 | 10.74 | 10.569 | 1.3 | 0.993 |
| TGCLDLWP_OCN global | g/m^2 | 55.659 | 55.356 | 0.303 | 28.151 | 28.525 | 5.342 | 0.982 |
| AODVIS global | dimensionless | 0.129 | 0.128 | 0.001 | 0.104 | 0.101 | 0.011 | 0.994 |
| TREFHT global | DegC | 12.596 | 12.636 | -0.039 | 15.583 | 15.45 | 0.551 | 0.999 |
| TREFHT land | DegC | 3.318 | 3.381 | -0.063 | 19.081 | 18.999 | 0.879 | 0.999 |
| TAUXY ocean | N/m^2 | 0.079 | 0.078 | 0.001 | 0.054 | 0.055 | 0.014 | 0.966 |