| Variables | Unit | Test_mean | Ref._mean | Mean_Bias | Test_STD | Ref._STD | RMSE | Correlation |
|---|
| PRECT global | mm/day | 3.038 | 3.107 | -0.07 | 2.523 | 2.211 | 2.008 | 0.648 |
| SST global | degC | 20.07 | 20.068 | 0.002 | 8.375 | 8.378 | 0.016 | 1.0 |
| SOLIN global | W/m2 | 340.369 | 340.369 | 0.0 | 72.731 | 72.731 | 0.0 | 1.0 |
| ALBEDO global | dimensionless | 0.307 | 0.308 | -0.001 | 0.141 | 0.125 | 0.042 | 0.957 |
| ALBEDOC global | dimensionless | 0.167 | 0.168 | -0.002 | 0.115 | 0.119 | 0.013 | 0.994 |
| RESTOM global | W/m2 | 10.694 | 2.456 | 8.239 | 59.931 | 54.976 | 12.506 | 0.99 |
| FLUT global | W/m2 | 234.374 | 241.599 | -7.225 | 32.101 | 31.7 | 13.4 | 0.938 |
| FLUTC global | W/m2 | 259.167 | 264.401 | -5.234 | 26.67 | 29.982 | 7.228 | 0.991 |
| FSNTOA global | W/m2 | 244.94 | 243.898 | 1.042 | 87.379 | 82.573 | 15.044 | 0.986 |
| FSNTOAC global | W/m2 | 289.207 | 288.94 | 0.267 | 82.0 | 82.65 | 3.435 | 0.999 |
| SWCF global | W/m2 | -44.267 | -45.042 | 0.776 | 25.573 | 20.49 | 14.578 | 0.822 |
| LWCF global | W/m2 | 24.793 | 22.802 | 1.991 | 13.594 | 10.501 | 9.377 | 0.739 |
| NETCF global | W/m2 | -19.474 | -22.241 | 2.767 | 17.976 | 14.11 | 9.291 | 0.874 |
| ALBEDO_SRF global | dimensionless | 0.142 | 0.144 | -0.002 | 0.17 | 0.172 | 0.022 | 0.992 |
| SWCFSRF global | W/m2 | -47.795 | -48.316 | 0.521 | 28.182 | 22.269 | 15.542 | 0.836 |
| LWCFSRF global | W/m2 | 28.062 | 27.051 | 1.011 | 22.642 | 18.553 | 8.666 | 0.932 |
| NETCF_SRF global | W/m2 | -19.733 | -21.264 | 1.532 | 22.177 | 18.987 | 11.828 | 0.849 |
| FLDS global | W/m2 | 349.308 | 343.293 | 6.015 | 53.521 | 62.071 | 13.68 | 0.988 |
| FLDSC global | W/m2 | 320.232 | 315.062 | 5.17 | 71.362 | 75.107 | 7.975 | 0.998 |
| FLNS global | W/m2 | 51.427 | 54.823 | -3.396 | 21.74 | 19.374 | 10.891 | 0.88 |
| FLNSC global | W/m2 | 79.489 | 81.875 | -2.385 | 10.828 | 13.681 | 6.648 | 0.898 |
| FSDS global | W/m2 | 187.45 | 189.598 | -2.148 | 68.295 | 61.318 | 19.482 | 0.961 |
| FSDSC global | W/m2 | 241.978 | 244.067 | -2.09 | 50.768 | 50.359 | 3.908 | 0.998 |
| FSNS global | W/m2 | 165.435 | 166.338 | -0.904 | 71.891 | 66.162 | 17.276 | 0.972 |
| FSNSC global | W/m2 | 213.23 | 214.654 | -1.425 | 64.96 | 65.431 | 4.855 | 0.997 |
| LHFLX global | W/m2 | 85.982 | 89.975 | -3.993 | 57.017 | 54.301 | 16.525 | 0.96 |
| SHFLX global | W/m2 | 16.632 | 18.312 | -1.68 | 18.681 | 16.735 | 10.59 | 0.831 |
| NET_FLUX_SRF global | W/m2 | 11.393 | 3.228 | 8.165 | 31.599 | 30.928 | 18.899 | 0.852 |
| PREH2O global | kg/m2 | 25.707 | 23.845 | 1.862 | 12.413 | 13.113 | 3.068 | 0.983 |
| U-850mb global | m/s | 0.84 | 1.032 | -0.192 | 6.893 | 6.548 | 1.262 | 0.984 |
| U-200mb global | m/s | 16.624 | 15.463 | 1.161 | 12.013 | 12.013 | 3.383 | 0.965 |
| Z3-500mb global | hectometer | 56.399 | 56.486 | -0.087 | 2.666 | 2.723 | 0.227 | 0.997 |
| T-850mb global | K | 281.098 | 280.924 | 0.174 | 9.254 | 9.891 | 1.032 | 0.997 |
| T-200mb global | K | 213.532 | 217.495 | -3.963 | 3.355 | 2.737 | 5.185 | 0.412 |
| PSL global | mbar | 1011.267 | 1011.214 | 0.054 | 11.151 | 10.36 | 1.673 | 0.991 |
| TGCLDLWP_OCN global | g/m^2 | 46.153 | 52.74 | -6.587 | 26.804 | 23.938 | 14.655 | 0.873 |
| AODVIS global | dimensionless | 0.149 | 0.142 | 0.007 | 0.084 | 0.097 | 0.043 | 0.902 |
| TREFHT global | DegC | 15.037 | 14.27 | 0.767 | 12.812 | 14.005 | 1.814 | 0.996 |
| TREFHT land | DegC | 9.968 | 8.355 | 1.613 | 16.706 | 18.449 | 2.935 | 0.995 |
| TAUXY ocean | N/m^2 | 0.078 | 0.074 | 0.004 | 0.06 | 0.054 | 0.021 | 0.939 |