| Variables | Unit | Test_mean | Ref._mean | Mean_Bias | Test_STD | Ref._STD | RMSE | Correlation |
|---|
| PRECT global | mm/day | 3.057 | 3.159 | -0.102 | 2.827 | 2.929 | 1.303 | 0.899 |
| SST global | degC | 19.961 | 19.96 | 0.001 | 8.495 | 8.496 | 0.008 | 1.0 |
| SOLIN global | W/m2 | 330.484 | 330.484 | 0.0 | 139.644 | 139.644 | 0.0 | 1.0 |
| ALBEDO global | dimensionless | 0.317 | 0.316 | 0.001 | 0.139 | 0.134 | 0.024 | 0.985 |
| ALBEDOC global | dimensionless | 0.175 | 0.175 | -0.001 | 0.12 | 0.122 | 0.006 | 0.999 |
| RESTOM global | W/m2 | -2.41 | -5.873 | 3.463 | 89.205 | 88.955 | 7.561 | 0.997 |
| FLUT global | W/m2 | 240.479 | 244.379 | -3.899 | 36.193 | 36.129 | 8.043 | 0.981 |
| FLUTC global | W/m2 | 264.748 | 267.485 | -2.737 | 31.038 | 31.861 | 3.691 | 0.997 |
| FSNTOA global | W/m2 | 237.94 | 238.351 | -0.412 | 112.184 | 111.961 | 9.513 | 0.996 |
| FSNTOAC global | W/m2 | 282.966 | 282.819 | 0.148 | 123.83 | 123.967 | 2.415 | 1.0 |
| SWCF global | W/m2 | -45.027 | -44.467 | -0.559 | 34.776 | 31.479 | 9.797 | 0.961 |
| LWCF global | W/m2 | 24.268 | 23.107 | 1.162 | 15.695 | 14.409 | 5.599 | 0.937 |
| NETCF global | W/m2 | -20.758 | -21.361 | 0.603 | 31.16 | 28.153 | 6.905 | 0.978 |
| ALBEDO_SRF global | dimensionless | 0.141 | 0.142 | -0.001 | 0.178 | 0.179 | 0.009 | 0.999 |
| SWCFSRF global | W/m2 | -47.785 | -47.235 | -0.55 | 38.167 | 34.534 | 10.233 | 0.965 |
| LWCFSRF global | W/m2 | 25.956 | 25.876 | 0.08 | 20.538 | 19.263 | 3.566 | 0.986 |
| NETCF_SRF global | W/m2 | -21.829 | -21.36 | -0.47 | 37.659 | 35.417 | 8.219 | 0.977 |
| FLDS global | W/m2 | 353.353 | 351.13 | 2.223 | 60.828 | 61.986 | 5.89 | 0.996 |
| FLDSC global | W/m2 | 326.936 | 324.77 | 2.167 | 72.758 | 73.213 | 3.968 | 0.999 |
| FLNS global | W/m2 | 53.606 | 55.352 | -1.746 | 24.625 | 23.378 | 5.734 | 0.975 |
| FLNSC global | W/m2 | 79.562 | 81.227 | -1.665 | 18.121 | 18.268 | 3.911 | 0.981 |
| FSDS global | W/m2 | 178.524 | 180.267 | -1.743 | 90.446 | 90.117 | 12.157 | 0.991 |
| FSDSC global | W/m2 | 232.043 | 233.23 | -1.187 | 100.106 | 100.781 | 2.564 | 1.0 |
| FSNS global | W/m2 | 159.498 | 160.727 | -1.229 | 82.313 | 81.933 | 10.693 | 0.992 |
| FSNSC global | W/m2 | 207.283 | 207.962 | -0.679 | 92.709 | 93.243 | 3.084 | 0.999 |
| LHFLX global | W/m2 | 89.445 | 91.732 | -2.287 | 60.249 | 59.579 | 11.261 | 0.983 |
| SHFLX global | W/m2 | 19.419 | 19.954 | -0.535 | 22.068 | 21.272 | 5.791 | 0.965 |
| NET_FLUX_SRF global | W/m2 | -2.972 | -6.311 | 3.339 | 79.315 | 80.842 | 13.807 | 0.986 |
| PREH2O global | kg/m2 | 26.388 | 25.274 | 1.115 | 13.849 | 13.675 | 2.004 | 0.993 |
| U-850mb global | m/s | 1.147 | 1.23 | -0.083 | 7.376 | 6.959 | 1.404 | 0.983 |
| U-200mb global | m/s | 14.154 | 13.137 | 1.017 | 16.251 | 16.156 | 3.058 | 0.984 |
| Z3-500mb global | hectometer | 56.765 | 56.772 | -0.006 | 2.874 | 2.834 | 0.244 | 0.996 |
| T-850mb global | K | 282.64 | 282.577 | 0.063 | 9.852 | 9.953 | 0.616 | 0.998 |
| T-200mb global | K | 215.098 | 216.869 | -1.771 | 4.787 | 4.71 | 2.631 | 0.916 |
| PSL global | mbar | 1011.177 | 1011.041 | 0.136 | 11.863 | 11.047 | 2.54 | 0.978 |
| TGCLDLWP_OCN global | g/m^2 | 50.619 | 52.878 | -2.259 | 28.705 | 26.228 | 9.685 | 0.945 |
| AODVIS global | dimensionless | 0.17 | 0.162 | 0.008 | 0.14 | 0.133 | 0.031 | 0.977 |
| TREFHT global | DegC | 16.061 | 15.899 | 0.161 | 14.322 | 14.477 | 0.633 | 0.999 |
| TREFHT land | DegC | 13.671 | 13.454 | 0.217 | 20.468 | 20.628 | 0.961 | 0.999 |
| TAUXY ocean | N/m^2 | 0.086 | 0.083 | 0.003 | 0.068 | 0.063 | 0.024 | 0.937 |