| Variables | Unit | Test_mean | Ref._mean | Mean_Bias | Test_STD | Ref._STD | RMSE | Correlation |
|---|
| PRECT global | mm/day | 3.024 | 3.104 | -0.08 | 3.126 | 2.774 | 2.259 | 0.713 |
| SST global | degC | 19.741 | 19.74 | 0.001 | 8.702 | 8.704 | 0.014 | 1.0 |
| SOLIN global | W/m2 | 350.601 | 350.601 | 0.0 | 147.338 | 147.338 | 0.0 | 1.0 |
| ALBEDO global | dimensionless | 0.331 | 0.329 | 0.002 | 0.168 | 0.146 | 0.051 | 0.956 |
| ALBEDOC global | dimensionless | 0.19 | 0.189 | 0.0 | 0.151 | 0.148 | 0.019 | 0.992 |
| RESTOM global | W/m2 | 17.932 | 9.339 | 8.593 | 103.188 | 98.604 | 15.598 | 0.993 |
| FLUT global | W/m2 | 231.874 | 239.486 | -7.612 | 35.586 | 34.865 | 14.109 | 0.943 |
| FLUTC global | W/m2 | 256.383 | 261.834 | -5.451 | 29.443 | 33.222 | 7.858 | 0.991 |
| FSNTOA global | W/m2 | 249.67 | 248.657 | 1.013 | 126.734 | 122.146 | 18.766 | 0.989 |
| FSNTOAC global | W/m2 | 297.447 | 297.172 | 0.275 | 140.423 | 139.969 | 5.157 | 0.999 |
| SWCF global | W/m2 | -47.778 | -48.516 | 0.738 | 44.479 | 37.141 | 18.36 | 0.914 |
| LWCF global | W/m2 | 24.508 | 22.347 | 2.161 | 17.238 | 13.87 | 10.574 | 0.8 |
| NETCF global | W/m2 | -23.269 | -26.169 | 2.899 | 38.725 | 32.502 | 13.285 | 0.949 |
| ALBEDO_SRF global | dimensionless | 0.171 | 0.169 | 0.002 | 0.221 | 0.214 | 0.031 | 0.99 |
| SWCFSRF global | W/m2 | -52.161 | -52.402 | 0.241 | 50.094 | 41.523 | 19.969 | 0.922 |
| LWCFSRF global | W/m2 | 30.273 | 28.263 | 2.01 | 25.183 | 19.576 | 11.14 | 0.91 |
| NETCF_SRF global | W/m2 | -21.887 | -24.139 | 2.251 | 44.342 | 37.454 | 16.162 | 0.937 |
| FLDS global | W/m2 | 342.676 | 336.524 | 6.152 | 60.265 | 70.568 | 16.668 | 0.984 |
| FLDSC global | W/m2 | 312.046 | 307.771 | 4.275 | 78.975 | 82.756 | 8.591 | 0.997 |
| FLNS global | W/m2 | 49.921 | 53.174 | -3.253 | 23.83 | 20.853 | 12.141 | 0.871 |
| FLNSC global | W/m2 | 80.194 | 81.438 | -1.243 | 12.38 | 15.363 | 7.345 | 0.886 |
| FSDS global | W/m2 | 193.486 | 195.508 | -2.022 | 100.986 | 96.123 | 24.309 | 0.971 |
| FSDSC global | W/m2 | 252.481 | 253.942 | -1.461 | 110.763 | 111.475 | 3.986 | 0.999 |
| FSNS global | W/m2 | 169.369 | 170.233 | -0.864 | 98.236 | 92.523 | 21.479 | 0.976 |
| FSNSC global | W/m2 | 221.53 | 222.635 | -1.105 | 111.438 | 111.36 | 6.328 | 0.998 |
| LHFLX global | W/m2 | 85.293 | 89.994 | -4.701 | 68.789 | 67.524 | 20.554 | 0.957 |
| SHFLX global | W/m2 | 15.771 | 17.209 | -1.438 | 23.896 | 23.657 | 11.851 | 0.878 |
| NET_FLUX_SRF global | W/m2 | 18.385 | 9.855 | 8.529 | 96.448 | 97.616 | 25.253 | 0.97 |
| PREH2O global | kg/m2 | 24.29 | 22.847 | 1.443 | 13.496 | 14.217 | 3.174 | 0.981 |
| U-850mb global | m/s | 0.621 | 0.903 | -0.282 | 7.362 | 7.06 | 1.801 | 0.97 |
| U-200mb global | m/s | 17.098 | 16.033 | 1.065 | 15.497 | 14.748 | 4.219 | 0.965 |
| Z3-500mb global | hectometer | 56.116 | 56.258 | -0.142 | 2.661 | 2.784 | 0.311 | 0.996 |
| T-850mb global | K | 279.425 | 279.457 | -0.033 | 11.269 | 11.624 | 1.287 | 0.994 |
| T-200mb global | K | 213.707 | 218.646 | -4.939 | 2.475 | 3.3 | 6.258 | 0.137 |
| PSL global | mbar | 1011.377 | 1011.417 | -0.039 | 10.763 | 10.451 | 2.414 | 0.975 |
| TGCLDLWP_OCN global | g/m^2 | 50.187 | 55.478 | -5.291 | 37.13 | 28.408 | 21.793 | 0.824 |
| AODVIS global | dimensionless | 0.127 | 0.128 | -0.001 | 0.076 | 0.098 | 0.044 | 0.9 |
| TREFHT global | DegC | 13.425 | 12.586 | 0.838 | 14.237 | 15.637 | 2.349 | 0.994 |
| TREFHT land | DegC | 5.116 | 3.218 | 1.899 | 17.573 | 19.303 | 3.792 | 0.989 |
| TAUXY ocean | N/m^2 | 0.079 | 0.078 | 0.001 | 0.06 | 0.053 | 0.031 | 0.86 |