| Variables | Unit | Test_mean | Ref._mean | Mean_Bias | Test_STD | Ref._STD | RMSE | Correlation |
|---|
| PRECT global GPCP_v2.2 | mm/day | 3.107 | 2.675 | 0.433 | 2.162 | 1.922 | 1.1 | 0.884 |
| TREFHT land_60S90N CRU | DegC | 12.903 | 12.61 | 0.293 | 12.152 | 12.915 | 2.357 | 0.984 |
| 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 | 0.313 | 0.999 |
| SOLIN global ceres_ebaf_toa_v2.8 | W/m2 | 340.369 | 340.106 | 0.263 | 72.731 | 72.809 | 0.552 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v2.8 | dimensionless | 0.308 | 0.315 | -0.008 | 0.125 | 0.119 | 0.028 | 0.977 |
| ALBEDOC global ceres_ebaf_toa_v2.8 | dimensionless | 0.168 | 0.172 | -0.004 | 0.119 | 0.123 | 0.019 | 0.988 |
| RESTOM global ceres_ebaf_toa_v2.8 | W/m2 | 2.456 | 0.818 | 1.638 | 54.976 | 56.016 | 7.784 | 0.991 |
| FLUT global ceres_ebaf_toa_v2.8 | W/m2 | 241.599 | 239.763 | 1.836 | 31.7 | 29.616 | 7.38 | 0.975 |
| FLUTC global ceres_ebaf_toa_v2.8 | W/m2 | 264.401 | 265.736 | -1.335 | 29.982 | 29.947 | 3.978 | 0.992 |
| FSNTOA global ceres_ebaf_toa_v2.8 | W/m2 | 243.898 | 240.58 | 3.317 | 82.573 | 79.934 | 9.913 | 0.994 |
| FSNTOAC global ceres_ebaf_toa_v2.8 | W/m2 | 288.94 | 287.713 | 1.227 | 82.65 | 83.903 | 5.751 | 0.998 |
| SWCF global ceres_ebaf_toa_v2.8 | W/m2 | -45.042 | -47.133 | 2.09 | 20.49 | 20.291 | 9.879 | 0.888 |
| LWCF global ceres_ebaf_toa_v2.8 | W/m2 | 22.802 | 25.973 | -3.172 | 10.501 | 11.033 | 6.528 | 0.861 |
| NETCF global ceres_ebaf_toa_v2.8 | W/m2 | -22.241 | -21.159 | -1.081 | 14.11 | 14.889 | 7.751 | 0.861 |
| SOLIN global ceres_ebaf_toa_v4.0 | W/m2 | 340.369 | 340.274 | 0.095 | 72.731 | 72.713 | 0.229 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.0 | dimensionless | 0.308 | 0.314 | -0.006 | 0.125 | 0.12 | 0.028 | 0.976 |
| ALBEDOC global ceres_ebaf_toa_v4.0 | dimensionless | 0.168 | 0.175 | -0.006 | 0.119 | 0.122 | 0.019 | 0.99 |
| RESTOM global ceres_ebaf_toa_v4.0 | W/m2 | 2.456 | 0.858 | 1.597 | 54.976 | 55.94 | 7.753 | 0.991 |
| FLUT global ceres_ebaf_toa_v4.0 | W/m2 | 241.599 | 240.257 | 1.342 | 31.7 | 29.715 | 7.207 | 0.975 |
| FLUTC global ceres_ebaf_toa_v4.0 | W/m2 | 264.401 | 268.248 | -3.848 | 29.982 | 31.224 | 5.199 | 0.994 |
| FSNTOA global ceres_ebaf_toa_v4.0 | W/m2 | 243.898 | 241.115 | 2.782 | 82.573 | 80.061 | 9.982 | 0.994 |
| FSNTOAC global ceres_ebaf_toa_v4.0 | W/m2 | 288.94 | 286.921 | 2.019 | 82.65 | 82.849 | 5.397 | 0.998 |
| SWCF global ceres_ebaf_toa_v4.0 | W/m2 | -45.042 | -45.806 | 0.763 | 20.49 | 20.364 | 9.618 | 0.89 |
| LWCF global ceres_ebaf_toa_v4.0 | W/m2 | 22.802 | 27.991 | -5.19 | 10.501 | 12.217 | 8.397 | 0.842 |
| NETCF global ceres_ebaf_toa_v4.0 | W/m2 | -22.241 | -17.814 | -4.426 | 14.11 | 14.882 | 9.141 | 0.849 |
| ALBEDO_SRF global ceres_ebaf_surface_v2.8 | dimensionless | 0.144 | 0.148 | -0.003 | 0.172 | 0.174 | 0.026 | 0.989 |
| SWCFSRF global ceres_ebaf_surface_v2.8 | W/m2 | -48.316 | -51.993 | 3.677 | 22.269 | 21.722 | 11.58 | 0.876 |
| LWCFSRF global ceres_ebaf_surface_v2.8 | W/m2 | 27.051 | 28.865 | -1.813 | 18.553 | 16.642 | 8.962 | 0.881 |
| NETCF_SRF global ceres_ebaf_surface_v2.8 | W/m2 | -21.264 | -23.128 | 1.864 | 18.987 | 22.186 | 9.846 | 0.901 |
| FLDS global ceres_ebaf_surface_v2.8 | W/m2 | 343.293 | 345.438 | -2.145 | 62.071 | 64.367 | 9.808 | 0.989 |
| FLDSC global ceres_ebaf_surface_v2.8 | W/m2 | 315.062 | 316.685 | -1.623 | 75.107 | 76.012 | 6.2 | 0.997 |
| FLNS global ceres_ebaf_surface_v2.8 | W/m2 | 54.823 | 53.189 | 1.635 | 19.374 | 17.818 | 8.452 | 0.904 |
| FLNSC global ceres_ebaf_surface_v2.8 | W/m2 | 81.875 | 82.053 | -0.179 | 13.681 | 17.844 | 7.355 | 0.925 |
| FSDS global ceres_ebaf_surface_v2.8 | W/m2 | 189.598 | 186.646 | 2.952 | 61.318 | 54.917 | 13.895 | 0.979 |
| FSDSC global ceres_ebaf_surface_v2.8 | W/m2 | 244.067 | 244.231 | -0.164 | 50.359 | 50.028 | 5.666 | 0.994 |
| FSNS global ceres_ebaf_surface_v2.8 | W/m2 | 166.338 | 162.553 | 3.785 | 66.162 | 61.412 | 12.126 | 0.986 |
| FSNSC global ceres_ebaf_surface_v2.8 | W/m2 | 214.654 | 214.546 | 0.108 | 65.431 | 65.48 | 7.186 | 0.994 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.0 | dimensionless | 0.144 | 0.144 | 0.001 | 0.172 | 0.173 | 0.025 | 0.99 |
| SWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | -48.316 | -50.235 | 1.919 | 22.269 | 22.062 | 10.559 | 0.89 |
| LWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | 27.051 | 30.068 | -3.017 | 18.553 | 14.599 | 8.122 | 0.924 |
| NETCF_SRF global ceres_ebaf_surface_v4.0 | W/m2 | -21.264 | -20.167 | -1.097 | 18.987 | 20.217 | 8.211 | 0.916 |
| FLDS global ceres_ebaf_surface_v4.0 | W/m2 | 343.293 | 345.276 | -1.983 | 62.071 | 66.185 | 10.567 | 0.989 |
| FLDSC global ceres_ebaf_surface_v4.0 | W/m2 | 315.062 | 314.465 | 0.597 | 75.107 | 77.535 | 6.324 | 0.997 |
| FLNS global ceres_ebaf_surface_v4.0 | W/m2 | 54.823 | 53.408 | 1.415 | 19.374 | 17.343 | 9.992 | 0.861 |
| FLNSC global ceres_ebaf_surface_v4.0 | W/m2 | 81.875 | 83.476 | -1.602 | 13.681 | 17.756 | 6.996 | 0.939 |
| FSDS global ceres_ebaf_surface_v4.0 | W/m2 | 189.598 | 187.215 | 2.383 | 61.318 | 55.294 | 13.613 | 0.979 |
| FSDSC global ceres_ebaf_surface_v4.0 | W/m2 | 244.067 | 243.862 | 0.205 | 50.359 | 48.151 | 4.532 | 0.997 |
| FSNS global ceres_ebaf_surface_v4.0 | W/m2 | 166.338 | 163.889 | 2.45 | 66.162 | 61.723 | 11.855 | 0.986 |
| FSNSC global ceres_ebaf_surface_v4.0 | W/m2 | 214.654 | 214.124 | 0.53 | 65.431 | 64.023 | 6.137 | 0.996 |
| LHFLX global OAFlux | W/m2 | 89.975 | 89.831 | 0.144 | 54.301 | 40.288 | 27.855 | 0.93 |
| SHFLX global OAFlux | W/m2 | 18.312 | 9.927 | 8.385 | 16.735 | 8.054 | 11.155 | 0.475 |
| LHFLX global ERA-Interim | W/m2 | 89.975 | 83.282 | 6.693 | 54.301 | 50.245 | 14.308 | 0.974 |
| SHFLX global ERA-Interim | W/m2 | 18.312 | 17.473 | 0.839 | 16.735 | 16.711 | 7.567 | 0.899 |
| PSL global ERA-Interim | mbar | 1011.214 | 1011.303 | -0.089 | 10.36 | 8.132 | 2.997 | 0.976 |
| FSNS global ERA-Interim | W/m2 | 166.338 | 163.735 | 2.603 | 66.162 | 58.869 | 14.606 | 0.98 |
| FLNS global ERA-Interim | W/m2 | 54.823 | 56.213 | -1.39 | 19.374 | 18.082 | 9.021 | 0.889 |
| NET_FLUX_SRF global ERA-Interim | W/m2 | 3.228 | 6.768 | -3.54 | 30.928 | 27.089 | 15.609 | 0.871 |
| PRECT global ERA-Interim | mm/day | 3.107 | 2.926 | 0.182 | 2.211 | 2.276 | 0.985 | 0.907 |
| PREH2O global ERA-Interim | kg/m2 | 23.845 | 24.406 | -0.562 | 13.113 | 14.294 | 2.0 | 0.994 |
| U-850mb global ERA-Interim | m/s | 1.032 | 1.095 | -0.063 | 6.548 | 5.395 | 1.622 | 0.98 |
| U-200mb global ERA-Interim | m/s | 15.463 | 15.671 | -0.207 | 12.013 | 12.327 | 2.424 | 0.981 |
| Z3-500mb global ERA-Interim | hectometer | 56.486 | 56.619 | -0.133 | 2.723 | 2.574 | 0.249 | 0.998 |
| T-850mb global ERA-Interim | K | 280.924 | 281.125 | -0.201 | 9.891 | 10.885 | 1.114 | 0.997 |
| T-200mb global ERA-Interim | K | 217.495 | 218.815 | -1.32 | 2.737 | 2.015 | 2.446 | 0.663 |
| TAUXY ocean ERA-Interim | N/m^2 | 0.074 | 0.07 | 0.004 | 0.054 | 0.05 | 0.019 | 0.939 |
| LHFLX global MERRA2 | W/m2 | 89.975 | 84.357 | 5.618 | 54.301 | 52.007 | 14.732 | 0.968 |
| FSNS global MERRA2 | W/m2 | 166.338 | 164.067 | 2.271 | 66.162 | 61.888 | 15.524 | 0.973 |
| FLNS global MERRA2 | W/m2 | 54.823 | 62.112 | -7.289 | 19.374 | 17.804 | 10.641 | 0.916 |
| PRECT global MERRA2 | mm/day | 3.107 | 2.953 | 0.155 | 2.211 | 2.533 | 1.405 | 0.835 |
| PREH2O global MERRA2 | kg/m2 | 23.845 | 24.921 | -1.077 | 13.113 | 14.804 | 2.553 | 0.994 |
| U-850mb global MERRA2 | m/s | 1.032 | 0.933 | 0.099 | 6.548 | 5.633 | 1.502 | 0.98 |
| U-200mb global MERRA2 | m/s | 15.463 | 16.084 | -0.621 | 12.013 | 11.954 | 2.403 | 0.981 |
| Z3-500mb global MERRA2 | hectometer | 56.486 | 56.594 | -0.108 | 2.723 | 2.568 | 0.242 | 0.998 |
| T-850mb global MERRA2 | K | 280.924 | 277.059 | 3.865 | 9.891 | 29.673 | 13.537 | 0.59 |
| T-200mb global MERRA2 | K | 217.495 | 218.623 | -1.128 | 2.737 | 2.071 | 2.351 | 0.664 |
| TGCLDLWP_OCN global SSMI | g/m^2 | 48.011 | 95.636 | -47.625 | 25.314 | 24.473 | 47.052 | 0.748 |
| AODVIS global AOD_550 | dimensionless | 0.142 | 0.132 | 0.01 | 0.097 | 0.089 | 0.057 | 0.82 |
| TREFHT land ERA-Interim | DegC | 8.355 | 8.949 | -0.594 | 18.449 | 18.583 | 1.712 | 0.996 |
| TREFHT global ERA-Interim | DegC | 14.27 | 14.416 | -0.146 | 14.005 | 14.098 | 1.003 | 0.998 |