| Variables | Unit | Test_mean | Ref._mean | Mean_Bias | Test_STD | Ref._STD | RMSE | Correlation |
|---|
| PRECT global | mm/day | 3.096 | 3.159 | -0.062 | 3.322 | 2.929 | 2.864 | 0.587 |
| SST global | degC | 19.962 | 19.96 | 0.002 | 8.494 | 8.496 | 0.016 | 1.0 |
| SOLIN global | W/m2 | 330.484 | 330.484 | 0.0 | 139.644 | 139.644 | 0.0 | 1.0 |
| ALBEDO global | dimensionless | 0.313 | 0.316 | -0.003 | 0.147 | 0.134 | 0.052 | 0.937 |
| ALBEDOC global | dimensionless | 0.174 | 0.175 | -0.002 | 0.118 | 0.122 | 0.014 | 0.994 |
| RESTOM global | W/m2 | 2.504 | -5.873 | 8.377 | 90.193 | 88.955 | 15.662 | 0.989 |
| FLUT global | W/m2 | 237.57 | 244.379 | -6.809 | 36.875 | 36.129 | 17.073 | 0.908 |
| FLUTC global | W/m2 | 262.381 | 267.485 | -5.104 | 28.728 | 31.861 | 7.693 | 0.987 |
| FSNTOA global | W/m2 | 239.947 | 238.351 | 1.596 | 114.581 | 111.961 | 20.422 | 0.984 |
| FSNTOAC global | W/m2 | 283.293 | 282.819 | 0.474 | 123.836 | 123.967 | 5.564 | 0.999 |
| SWCF global | W/m2 | -43.346 | -44.467 | 1.121 | 36.869 | 31.479 | 20.265 | 0.836 |
| LWCF global | W/m2 | 24.811 | 23.107 | 1.705 | 18.446 | 14.409 | 12.642 | 0.735 |
| NETCF global | W/m2 | -18.535 | -21.361 | 2.826 | 33.587 | 28.153 | 13.532 | 0.923 |
| ALBEDO_SRF global | dimensionless | 0.139 | 0.142 | -0.003 | 0.178 | 0.179 | 0.023 | 0.992 |
| SWCFSRF global | W/m2 | -45.982 | -47.235 | 1.254 | 40.444 | 34.534 | 21.271 | 0.851 |
| LWCFSRF global | W/m2 | 25.67 | 25.876 | -0.206 | 21.909 | 19.263 | 8.81 | 0.916 |
| NETCF_SRF global | W/m2 | -20.312 | -21.36 | 1.048 | 39.827 | 35.417 | 17.525 | 0.898 |
| FLDS global | W/m2 | 357.004 | 351.13 | 5.874 | 55.503 | 61.986 | 13.839 | 0.983 |
| FLDSC global | W/m2 | 330.905 | 324.77 | 6.135 | 70.803 | 73.213 | 9.669 | 0.995 |
| FLNS global | W/m2 | 51.976 | 55.352 | -3.375 | 25.152 | 23.378 | 12.634 | 0.877 |
| FLNSC global | W/m2 | 77.646 | 81.227 | -3.581 | 16.42 | 18.268 | 8.971 | 0.893 |
| FSDS global | W/m2 | 178.702 | 180.267 | -1.565 | 92.31 | 90.117 | 25.815 | 0.96 |
| FSDSC global | W/m2 | 230.331 | 233.23 | -2.899 | 99.298 | 100.781 | 6.138 | 0.999 |
| FSNS global | W/m2 | 160.328 | 160.727 | -0.399 | 84.605 | 81.933 | 23.008 | 0.962 |
| FSNSC global | W/m2 | 206.31 | 207.962 | -1.652 | 92.212 | 93.243 | 7.121 | 0.997 |
| LHFLX global | W/m2 | 87.95 | 91.732 | -3.782 | 61.576 | 59.579 | 21.643 | 0.939 |
| SHFLX global | W/m2 | 18.605 | 19.954 | -1.35 | 23.963 | 21.272 | 13.269 | 0.836 |
| NET_FLUX_SRF global | W/m2 | 1.797 | -6.311 | 8.108 | 78.089 | 80.842 | 24.324 | 0.959 |
| PREH2O global | kg/m2 | 27.672 | 25.274 | 2.398 | 13.13 | 13.675 | 4.041 | 0.971 |
| U-850mb global | m/s | 1.105 | 1.23 | -0.125 | 7.519 | 6.959 | 2.037 | 0.964 |
| U-200mb global | m/s | 14.324 | 13.137 | 1.187 | 16.719 | 16.156 | 5.623 | 0.945 |
| Z3-500mb global | hectometer | 56.753 | 56.772 | -0.018 | 2.87 | 2.834 | 0.303 | 0.994 |
| T-850mb global | K | 282.971 | 282.577 | 0.394 | 9.504 | 9.953 | 1.375 | 0.992 |
| T-200mb global | K | 213.902 | 216.869 | -2.967 | 5.434 | 4.71 | 4.177 | 0.841 |
| PSL global | mbar | 1011.179 | 1011.041 | 0.138 | 12.307 | 11.047 | 2.496 | 0.983 |
| TGCLDLWP_OCN global | g/m^2 | 45.978 | 52.878 | -6.9 | 29.582 | 26.228 | 18.747 | 0.811 |
| AODVIS global | dimensionless | 0.177 | 0.162 | 0.015 | 0.124 | 0.133 | 0.063 | 0.889 |
| TREFHT global | DegC | 16.605 | 15.899 | 0.706 | 13.513 | 14.477 | 1.772 | 0.996 |
| TREFHT land | DegC | 14.92 | 13.454 | 1.466 | 19.227 | 20.628 | 2.807 | 0.995 |
| TAUXY ocean | N/m^2 | 0.088 | 0.083 | 0.005 | 0.071 | 0.063 | 0.033 | 0.891 |