| Variables | Unit | Test_mean | Ref._mean | Mean_Bias | Test_STD | Ref._STD | RMSE | Correlation |
|---|
| PRECT global GPCP_v2.2 | mm/day | 3.09 | 2.675 | 0.415 | 2.13 | 1.922 | 1.081 | 0.884 |
| TREFHT land_60S90N CRU | DegC | 12.861 | 12.61 | 0.251 | 12.142 | 12.915 | 2.345 | 0.985 |
| SST global HadISST_CL | degC | 20.068 | 20.12 | -0.052 | 8.378 | 8.313 | 0.23 | 1.0 |
| SST global HadISST_PI | degC | 20.068 | 19.706 | 0.362 | 8.378 | 8.292 | 0.5 | 0.999 |
| SST global HadISST_PD | degC | 20.068 | 20.208 | -0.14 | 8.378 | 8.332 | 0.312 | 0.999 |
| SOLIN global ceres_ebaf_toa_v2.8 | W/m2 | 340.37 | 340.106 | 0.263 | 72.729 | 72.809 | 0.552 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v2.8 | dimensionless | 0.307 | 0.315 | -0.008 | 0.125 | 0.119 | 0.028 | 0.977 |
| ALBEDOC global ceres_ebaf_toa_v2.8 | dimensionless | 0.169 | 0.172 | -0.003 | 0.12 | 0.123 | 0.02 | 0.988 |
| RESTOM global ceres_ebaf_toa_v2.8 | W/m2 | 2.649 | 0.818 | 1.832 | 54.77 | 56.016 | 7.905 | 0.991 |
| FLUT global ceres_ebaf_toa_v2.8 | W/m2 | 241.563 | 239.763 | 1.8 | 31.785 | 29.616 | 7.354 | 0.975 |
| FLUTC global ceres_ebaf_toa_v2.8 | W/m2 | 264.211 | 265.736 | -1.525 | 30.16 | 29.947 | 4.003 | 0.992 |
| FSNTOA global ceres_ebaf_toa_v2.8 | W/m2 | 244.081 | 240.58 | 3.501 | 82.47 | 79.934 | 10.003 | 0.994 |
| FSNTOAC global ceres_ebaf_toa_v2.8 | W/m2 | 288.803 | 287.713 | 1.09 | 82.824 | 83.903 | 5.88 | 0.998 |
| SWCF global ceres_ebaf_toa_v2.8 | W/m2 | -44.722 | -47.133 | 2.411 | 20.513 | 20.291 | 9.785 | 0.892 |
| LWCF global ceres_ebaf_toa_v2.8 | W/m2 | 22.648 | 25.973 | -3.326 | 10.397 | 11.033 | 6.548 | 0.863 |
| NETCF global ceres_ebaf_toa_v2.8 | W/m2 | -22.074 | -21.159 | -0.915 | 14.089 | 14.889 | 7.639 | 0.864 |
| SOLIN global ceres_ebaf_toa_v4.0 | W/m2 | 340.37 | 340.274 | 0.096 | 72.729 | 72.713 | 0.229 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.0 | dimensionless | 0.307 | 0.314 | -0.007 | 0.125 | 0.12 | 0.028 | 0.976 |
| ALBEDOC global ceres_ebaf_toa_v4.0 | dimensionless | 0.169 | 0.175 | -0.006 | 0.12 | 0.122 | 0.019 | 0.989 |
| RESTOM global ceres_ebaf_toa_v4.0 | W/m2 | 2.649 | 0.858 | 1.791 | 54.77 | 55.94 | 7.869 | 0.991 |
| FLUT global ceres_ebaf_toa_v4.0 | W/m2 | 241.563 | 240.257 | 1.306 | 31.785 | 29.715 | 7.199 | 0.976 |
| FLUTC global ceres_ebaf_toa_v4.0 | W/m2 | 264.211 | 268.248 | -4.038 | 30.16 | 31.224 | 5.283 | 0.994 |
| FSNTOA global ceres_ebaf_toa_v4.0 | W/m2 | 244.081 | 241.115 | 2.966 | 82.47 | 80.061 | 10.045 | 0.993 |
| FSNTOAC global ceres_ebaf_toa_v4.0 | W/m2 | 288.803 | 286.921 | 1.882 | 82.824 | 82.849 | 5.553 | 0.998 |
| SWCF global ceres_ebaf_toa_v4.0 | W/m2 | -44.722 | -45.806 | 1.084 | 20.513 | 20.364 | 9.512 | 0.893 |
| LWCF global ceres_ebaf_toa_v4.0 | W/m2 | 22.648 | 27.991 | -5.343 | 10.397 | 12.217 | 8.461 | 0.844 |
| NETCF global ceres_ebaf_toa_v4.0 | W/m2 | -22.074 | -17.814 | -4.26 | 14.089 | 14.882 | 9.051 | 0.849 |
| ALBEDO_SRF global ceres_ebaf_surface_v2.8 | dimensionless | 0.144 | 0.148 | -0.003 | 0.173 | 0.174 | 0.027 | 0.988 |
| SWCFSRF global ceres_ebaf_surface_v2.8 | W/m2 | -47.935 | -51.993 | 4.058 | 22.287 | 21.722 | 11.465 | 0.882 |
| LWCFSRF global ceres_ebaf_surface_v2.8 | W/m2 | 26.594 | 28.865 | -2.27 | 18.292 | 16.642 | 8.838 | 0.885 |
| NETCF_SRF global ceres_ebaf_surface_v2.8 | W/m2 | -21.341 | -23.128 | 1.787 | 18.76 | 22.186 | 9.783 | 0.903 |
| FLDS global ceres_ebaf_surface_v2.8 | W/m2 | 342.739 | 345.438 | -2.699 | 62.485 | 64.367 | 9.927 | 0.989 |
| FLDSC global ceres_ebaf_surface_v2.8 | W/m2 | 314.945 | 316.685 | -1.74 | 75.1 | 76.012 | 6.367 | 0.997 |
| FLNS global ceres_ebaf_surface_v2.8 | W/m2 | 55.258 | 53.189 | 2.069 | 19.211 | 17.818 | 8.587 | 0.901 |
| FLNSC global ceres_ebaf_surface_v2.8 | W/m2 | 81.852 | 82.053 | -0.201 | 13.687 | 17.844 | 7.499 | 0.92 |
| FSDS global ceres_ebaf_surface_v2.8 | W/m2 | 190.023 | 186.646 | 3.378 | 60.924 | 54.917 | 13.811 | 0.979 |
| FSDSC global ceres_ebaf_surface_v2.8 | W/m2 | 244.013 | 244.231 | -0.218 | 50.397 | 50.028 | 5.707 | 0.994 |
| FSNS global ceres_ebaf_surface_v2.8 | W/m2 | 166.569 | 162.553 | 4.016 | 65.98 | 61.412 | 12.257 | 0.986 |
| FSNSC global ceres_ebaf_surface_v2.8 | W/m2 | 214.505 | 214.546 | -0.042 | 65.57 | 65.48 | 7.393 | 0.994 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.0 | dimensionless | 0.144 | 0.144 | 0.001 | 0.173 | 0.173 | 0.026 | 0.989 |
| SWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | -47.935 | -50.235 | 2.3 | 22.287 | 22.062 | 10.461 | 0.894 |
| LWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | 26.594 | 30.068 | -3.474 | 18.292 | 14.599 | 8.115 | 0.925 |
| NETCF_SRF global ceres_ebaf_surface_v4.0 | W/m2 | -21.341 | -20.167 | -1.174 | 18.76 | 20.217 | 8.176 | 0.916 |
| FLDS global ceres_ebaf_surface_v4.0 | W/m2 | 342.739 | 345.276 | -2.537 | 62.485 | 66.185 | 10.626 | 0.989 |
| FLDSC global ceres_ebaf_surface_v4.0 | W/m2 | 314.945 | 314.465 | 0.48 | 75.1 | 77.535 | 6.365 | 0.997 |
| FLNS global ceres_ebaf_surface_v4.0 | W/m2 | 55.258 | 53.408 | 1.85 | 19.211 | 17.343 | 10.089 | 0.858 |
| FLNSC global ceres_ebaf_surface_v4.0 | W/m2 | 81.852 | 83.476 | -1.624 | 13.687 | 17.756 | 7.112 | 0.935 |
| FSDS global ceres_ebaf_surface_v4.0 | W/m2 | 190.023 | 187.215 | 2.809 | 60.924 | 55.294 | 13.536 | 0.979 |
| FSDSC global ceres_ebaf_surface_v4.0 | W/m2 | 244.013 | 243.862 | 0.151 | 50.397 | 48.151 | 4.544 | 0.997 |
| FSNS global ceres_ebaf_surface_v4.0 | W/m2 | 166.569 | 163.889 | 2.681 | 65.98 | 61.723 | 11.962 | 0.986 |
| FSNSC global ceres_ebaf_surface_v4.0 | W/m2 | 214.505 | 214.124 | 0.381 | 65.57 | 64.023 | 6.379 | 0.995 |
| LHFLX global OAFlux | W/m2 | 89.455 | 89.831 | -0.375 | 54.125 | 40.288 | 27.356 | 0.931 |
| SHFLX global OAFlux | W/m2 | 18.473 | 9.927 | 8.547 | 16.915 | 8.054 | 11.183 | 0.476 |
| LHFLX global ERA-Interim | W/m2 | 89.455 | 83.282 | 6.174 | 54.125 | 50.245 | 14.101 | 0.973 |
| SHFLX global ERA-Interim | W/m2 | 18.473 | 17.473 | 1.0 | 16.915 | 16.711 | 7.862 | 0.893 |
| PSL global ERA-Interim | mbar | 1011.215 | 1011.303 | -0.088 | 10.578 | 8.132 | 3.136 | 0.978 |
| FSNS global ERA-Interim | W/m2 | 166.569 | 163.735 | 2.834 | 65.98 | 58.869 | 14.709 | 0.98 |
| FLNS global ERA-Interim | W/m2 | 55.258 | 56.213 | -0.955 | 19.211 | 18.082 | 8.89 | 0.889 |
| NET_FLUX_SRF global ERA-Interim | W/m2 | 3.383 | 6.768 | -3.385 | 30.881 | 27.089 | 15.584 | 0.87 |
| PRECT global ERA-Interim | mm/day | 3.09 | 2.926 | 0.164 | 2.179 | 2.276 | 0.976 | 0.908 |
| PREH2O global ERA-Interim | kg/m2 | 23.867 | 24.406 | -0.539 | 13.113 | 14.294 | 2.051 | 0.993 |
| U-850mb global ERA-Interim | m/s | 1.04 | 1.095 | -0.055 | 6.556 | 5.395 | 1.589 | 0.982 |
| U-200mb global ERA-Interim | m/s | 15.54 | 15.671 | -0.131 | 12.221 | 12.327 | 2.285 | 0.983 |
| Z3-500mb global ERA-Interim | hectometer | 56.486 | 56.619 | -0.133 | 2.73 | 2.574 | 0.257 | 0.998 |
| T-850mb global ERA-Interim | K | 280.929 | 281.125 | -0.196 | 9.863 | 10.885 | 1.119 | 0.997 |
| T-200mb global ERA-Interim | K | 216.899 | 218.815 | -1.916 | 2.779 | 2.015 | 2.545 | 0.802 |
| TAUXY ocean ERA-Interim | N/m^2 | 0.074 | 0.07 | 0.004 | 0.055 | 0.05 | 0.018 | 0.95 |
| LHFLX global MERRA2 | W/m2 | 89.455 | 84.357 | 5.098 | 54.125 | 52.007 | 14.718 | 0.967 |
| FSNS global MERRA2 | W/m2 | 166.569 | 164.067 | 2.502 | 65.98 | 61.888 | 15.567 | 0.973 |
| FLNS global MERRA2 | W/m2 | 55.258 | 62.112 | -6.854 | 19.211 | 17.804 | 10.424 | 0.913 |
| PRECT global MERRA2 | mm/day | 3.09 | 2.953 | 0.137 | 2.179 | 2.533 | 1.315 | 0.856 |
| PREH2O global MERRA2 | kg/m2 | 23.867 | 24.921 | -1.054 | 13.113 | 14.804 | 2.603 | 0.993 |
| U-850mb global MERRA2 | m/s | 1.04 | 0.933 | 0.106 | 6.556 | 5.633 | 1.467 | 0.982 |
| U-200mb global MERRA2 | m/s | 15.54 | 16.084 | -0.545 | 12.221 | 11.954 | 2.287 | 0.983 |
| Z3-500mb global MERRA2 | hectometer | 56.486 | 56.594 | -0.108 | 2.73 | 2.568 | 0.249 | 0.998 |
| T-850mb global MERRA2 | K | 280.929 | 277.059 | 3.87 | 9.863 | 29.673 | 13.558 | 0.59 |
| T-200mb global MERRA2 | K | 216.899 | 218.623 | -1.724 | 2.779 | 2.071 | 2.382 | 0.809 |
| TGCLDLWP_OCN global SSMI | g/m^2 | 48.847 | 95.636 | -46.789 | 25.768 | 24.473 | 46.26 | 0.746 |
| AODVIS global AOD_550 | dimensionless | 0.143 | 0.132 | 0.011 | 0.099 | 0.089 | 0.058 | 0.821 |
| TREFHT land ERA-Interim | DegC | 8.292 | 8.949 | -0.657 | 18.482 | 18.583 | 1.709 | 0.996 |
| TREFHT global ERA-Interim | DegC | 14.232 | 14.416 | -0.184 | 14.044 | 14.098 | 1.007 | 0.998 |