| Variables | Unit | Test_mean | Ref._mean | Mean_Bias | Test_STD | Ref._STD | RMSE | Correlation |
|---|
| PRECT global | mm/day | 3.006 | 3.107 | -0.101 | 2.124 | 2.211 | 0.744 | 0.943 |
| 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 | 0.001 | 0.13 | 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 | 6.08 | 2.456 | 3.624 | 56.722 | 54.976 | 5.495 | 0.998 |
| FLUT global | W/m2 | 238.03 | 241.599 | -3.569 | 31.565 | 31.7 | 5.688 | 0.99 |
| FLUTC global | W/m2 | 261.876 | 264.401 | -2.524 | 29.192 | 29.982 | 3.042 | 0.999 |
| FSNTOA global | W/m2 | 243.978 | 243.898 | 0.08 | 84.011 | 82.573 | 6.25 | 0.997 |
| FSNTOAC global | W/m2 | 288.983 | 288.94 | 0.043 | 82.177 | 82.65 | 1.522 | 1.0 |
| SWCF global | W/m2 | -45.005 | -45.042 | 0.037 | 21.954 | 20.49 | 6.259 | 0.959 |
| LWCF global | W/m2 | 23.847 | 22.802 | 1.045 | 11.348 | 10.501 | 3.728 | 0.949 |
| NETCF global | W/m2 | -21.158 | -22.241 | 1.082 | 15.336 | 14.11 | 4.174 | 0.966 |
| ALBEDO_SRF global | dimensionless | 0.143 | 0.144 | -0.001 | 0.171 | 0.172 | 0.009 | 0.999 |
| SWCFSRF global | W/m2 | -48.33 | -48.316 | -0.014 | 24.011 | 22.269 | 6.617 | 0.962 |
| LWCFSRF global | W/m2 | 27.432 | 27.051 | 0.381 | 20.203 | 18.553 | 3.202 | 0.99 |
| NETCF_SRF global | W/m2 | -20.898 | -21.264 | 0.367 | 19.463 | 18.987 | 4.907 | 0.968 |
| FLDS global | W/m2 | 345.668 | 343.293 | 2.375 | 60.004 | 62.071 | 5.389 | 0.997 |
| FLDSC global | W/m2 | 317.133 | 315.062 | 2.071 | 74.139 | 75.107 | 3.276 | 1.0 |
| FLNS global | W/m2 | 53.309 | 54.823 | -1.514 | 20.627 | 19.374 | 4.287 | 0.982 |
| FLNSC global | W/m2 | 80.742 | 81.875 | -1.133 | 13.224 | 13.681 | 2.528 | 0.986 |
| FSDS global | W/m2 | 188.568 | 189.598 | -1.029 | 63.688 | 61.318 | 7.82 | 0.993 |
| FSDSC global | W/m2 | 243.122 | 244.067 | -0.946 | 50.226 | 50.359 | 1.574 | 1.0 |
| FSNS global | W/m2 | 165.683 | 166.338 | -0.655 | 67.834 | 66.162 | 7.016 | 0.995 |
| FSNSC global | W/m2 | 214.013 | 214.654 | -0.641 | 64.94 | 65.431 | 2.035 | 1.0 |
| LHFLX global | W/m2 | 87.634 | 89.975 | -2.341 | 54.669 | 54.301 | 7.338 | 0.992 |
| SHFLX global | W/m2 | 17.786 | 18.312 | -0.526 | 17.521 | 16.735 | 4.267 | 0.97 |
| NET_FLUX_SRF global | W/m2 | 6.954 | 3.228 | 3.726 | 31.319 | 30.928 | 9.08 | 0.965 |
| PREH2O global | kg/m2 | 24.748 | 23.845 | 0.904 | 13.095 | 13.113 | 1.324 | 0.997 |
| U-850mb global | m/s | 1.02 | 1.032 | -0.012 | 6.881 | 6.548 | 0.779 | 0.995 |
| U-200mb global | m/s | 16.452 | 15.463 | 0.989 | 12.245 | 12.013 | 1.967 | 0.99 |
| Z3-500mb global | hectometer | 56.464 | 56.486 | -0.022 | 2.762 | 2.723 | 0.195 | 0.998 |
| T-850mb global | K | 280.982 | 280.924 | 0.058 | 9.777 | 9.891 | 0.381 | 0.999 |
| T-200mb global | K | 215.351 | 217.495 | -2.144 | 2.849 | 2.737 | 3.091 | 0.683 |
| PSL global | mbar | 1011.31 | 1011.214 | 0.097 | 11.286 | 10.36 | 2.181 | 0.983 |
| TGCLDLWP_OCN global | g/m^2 | 50.072 | 52.74 | -2.668 | 25.212 | 23.938 | 7.098 | 0.966 |
| AODVIS global | dimensionless | 0.148 | 0.142 | 0.006 | 0.104 | 0.097 | 0.017 | 0.989 |
| TREFHT global | DegC | 14.527 | 14.27 | 0.258 | 13.713 | 14.005 | 0.66 | 0.999 |
| TREFHT land | DegC | 8.845 | 8.355 | 0.49 | 18.115 | 18.449 | 1.037 | 0.999 |
| TAUXY ocean | N/m^2 | 0.077 | 0.074 | 0.003 | 0.057 | 0.054 | 0.012 | 0.982 |