| Variables | Unit | Test_mean | Ref._mean | Mean_Bias | Test_STD | Ref._STD | RMSE | Correlation |
|---|
| PRECT global | mm/day | 3.012 | 3.107 | -0.095 | 2.086 | 2.211 | 0.78 | 0.937 |
| SST global | degC | 20.068 | 20.068 | 0.001 | 8.377 | 8.378 | 0.006 | 1.0 |
| SOLIN global | W/m2 | 340.369 | 340.369 | 0.0 | 72.731 | 72.731 | 0.0 | 1.0 |
| ALBEDO global | dimensionless | 0.311 | 0.308 | 0.003 | 0.132 | 0.125 | 0.019 | 0.991 |
| ALBEDOC global | dimensionless | 0.168 | 0.168 | -0.0 | 0.118 | 0.119 | 0.006 | 0.999 |
| RESTOM global | W/m2 | 5.508 | 2.456 | 3.053 | 56.996 | 54.976 | 5.285 | 0.998 |
| FLUT global | W/m2 | 237.848 | 241.599 | -3.751 | 31.542 | 31.7 | 5.917 | 0.99 |
| FLUTC global | W/m2 | 261.876 | 264.401 | -2.524 | 29.156 | 29.982 | 3.05 | 0.999 |
| FSNTOA global | W/m2 | 243.225 | 243.898 | -0.672 | 84.287 | 82.573 | 6.498 | 0.997 |
| FSNTOAC global | W/m2 | 288.975 | 288.94 | 0.035 | 82.305 | 82.65 | 1.489 | 1.0 |
| SWCF global | W/m2 | -45.75 | -45.042 | -0.707 | 22.118 | 20.49 | 6.455 | 0.958 |
| LWCF global | W/m2 | 24.028 | 22.802 | 1.226 | 11.316 | 10.501 | 3.841 | 0.947 |
| NETCF global | W/m2 | -21.722 | -22.241 | 0.519 | 15.547 | 14.11 | 4.171 | 0.966 |
| ALBEDO_SRF global | dimensionless | 0.144 | 0.144 | -0.0 | 0.172 | 0.172 | 0.009 | 0.999 |
| SWCFSRF global | W/m2 | -49.167 | -48.316 | -0.851 | 24.215 | 22.269 | 6.831 | 0.961 |
| LWCFSRF global | W/m2 | 27.85 | 27.051 | 0.798 | 20.389 | 18.553 | 3.35 | 0.99 |
| NETCF_SRF global | W/m2 | -21.317 | -21.264 | -0.053 | 19.624 | 18.987 | 5.047 | 0.966 |
| FLDS global | W/m2 | 345.956 | 343.293 | 2.663 | 59.734 | 62.071 | 5.49 | 0.998 |
| FLDSC global | W/m2 | 317.013 | 315.062 | 1.951 | 74.109 | 75.107 | 3.079 | 1.0 |
| FLNS global | W/m2 | 52.961 | 54.823 | -1.862 | 20.646 | 19.374 | 4.498 | 0.981 |
| FLNSC global | W/m2 | 80.811 | 81.875 | -1.064 | 13.044 | 13.681 | 2.517 | 0.987 |
| FSDS global | W/m2 | 187.717 | 189.598 | -1.881 | 64.066 | 61.318 | 8.269 | 0.993 |
| FSDSC global | W/m2 | 243.264 | 244.067 | -0.803 | 50.254 | 50.359 | 1.494 | 1.0 |
| FSNS global | W/m2 | 164.92 | 166.338 | -1.418 | 68.171 | 66.162 | 7.393 | 0.995 |
| FSNSC global | W/m2 | 214.087 | 214.654 | -0.567 | 65.085 | 65.431 | 1.989 | 1.0 |
| LHFLX global | W/m2 | 87.809 | 89.975 | -2.166 | 54.653 | 54.301 | 7.351 | 0.992 |
| SHFLX global | W/m2 | 17.746 | 18.312 | -0.566 | 17.313 | 16.735 | 4.337 | 0.969 |
| NET_FLUX_SRF global | W/m2 | 6.404 | 3.228 | 3.176 | 30.973 | 30.928 | 8.944 | 0.964 |
| PREH2O global | kg/m2 | 24.731 | 23.845 | 0.886 | 13.061 | 13.113 | 1.34 | 0.997 |
| U-850mb global | m/s | 1.02 | 1.032 | -0.012 | 6.765 | 6.548 | 0.737 | 0.994 |
| U-200mb global | m/s | 16.423 | 15.463 | 0.959 | 12.148 | 12.013 | 2.007 | 0.989 |
| Z3-500mb global | hectometer | 56.457 | 56.486 | -0.029 | 2.737 | 2.723 | 0.183 | 0.998 |
| T-850mb global | K | 280.939 | 280.924 | 0.015 | 9.825 | 9.891 | 0.32 | 0.999 |
| T-200mb global | K | 215.362 | 217.495 | -2.133 | 2.943 | 2.737 | 3.079 | 0.696 |
| PSL global | mbar | 1011.311 | 1011.214 | 0.097 | 10.958 | 10.36 | 2.071 | 0.983 |
| TGCLDLWP_OCN global | g/m^2 | 50.984 | 52.74 | -1.756 | 25.736 | 23.938 | 6.912 | 0.966 |
| AODVIS global | dimensionless | 0.146 | 0.142 | 0.004 | 0.101 | 0.097 | 0.016 | 0.988 |
| TREFHT global | DegC | 14.511 | 14.27 | 0.241 | 13.696 | 14.005 | 0.594 | 0.999 |
| TREFHT land | DegC | 8.848 | 8.355 | 0.493 | 18.046 | 18.449 | 0.95 | 0.999 |
| TAUXY ocean | N/m^2 | 0.076 | 0.074 | 0.002 | 0.056 | 0.054 | 0.01 | 0.986 |