| Variables | Unit | Test_mean | Ref._mean | Mean_Bias | Test_STD | Ref._STD | RMSE | Correlation |
|---|
| PRECT global GPCP_v2.2 | mm/day | 3.139 | 2.707 | 0.432 | 2.755 | 2.489 | 1.57 | 0.839 |
| TREFHT land_60S90N CRU | DegC | 19.679 | 19.176 | 0.504 | 7.982 | 8.219 | 2.468 | 0.956 |
| SST global HadISST_CL | degC | 19.96 | 20.031 | -0.071 | 8.496 | 8.439 | 0.425 | 0.999 |
| SST global HadISST_PI | degC | 20.017 | 19.641 | 0.376 | 8.44 | 8.407 | 0.622 | 0.998 |
| SST global HadISST_PD | degC | 19.96 | 20.132 | -0.172 | 8.496 | 8.46 | 0.505 | 0.998 |
| SOLIN global ceres_ebaf_toa_v2.8 | W/m2 | 330.484 | 330.093 | 0.391 | 139.643 | 138.932 | 1.214 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v2.8 | dimensionless | 0.316 | 0.329 | -0.013 | 0.134 | 0.188 | 0.122 | 0.769 |
| ALBEDOC global ceres_ebaf_toa_v2.8 | dimensionless | 0.176 | 0.186 | -0.01 | 0.122 | 0.166 | 0.081 | 0.885 |
| RESTOM global ceres_ebaf_toa_v2.8 | W/m2 | -5.732 | -7.546 | 1.814 | 89.0 | 86.396 | 11.996 | 0.991 |
| FLUT global ceres_ebaf_toa_v2.8 | W/m2 | 244.458 | 243.37 | 1.088 | 36.1 | 35.326 | 8.853 | 0.97 |
| FLUTC global ceres_ebaf_toa_v2.8 | W/m2 | 267.448 | 269.398 | -1.95 | 32.074 | 31.969 | 4.778 | 0.991 |
| FSNTOA global ceres_ebaf_toa_v2.8 | W/m2 | 238.597 | 235.824 | 2.773 | 112.137 | 107.48 | 15.182 | 0.992 |
| FSNTOAC global ceres_ebaf_toa_v2.8 | W/m2 | 282.674 | 280.652 | 2.022 | 123.896 | 123.087 | 8.347 | 0.998 |
| SWCF global ceres_ebaf_toa_v2.8 | W/m2 | -44.076 | -44.827 | 0.751 | 30.881 | 30.015 | 15.166 | 0.877 |
| LWCF global ceres_ebaf_toa_v2.8 | W/m2 | 22.99 | 26.028 | -3.037 | 14.111 | 14.498 | 7.708 | 0.878 |
| NETCF global ceres_ebaf_toa_v2.8 | W/m2 | -21.086 | -18.8 | -2.286 | 27.672 | 26.875 | 12.534 | 0.898 |
| SOLIN global ceres_ebaf_toa_v4.0 | W/m2 | 330.484 | 330.398 | 0.086 | 139.643 | 139.065 | 0.874 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.0 | dimensionless | 0.316 | 0.329 | -0.013 | 0.134 | 0.199 | 0.136 | 0.735 |
| ALBEDOC global ceres_ebaf_toa_v4.0 | dimensionless | 0.176 | 0.206 | -0.031 | 0.122 | 0.324 | 0.259 | 0.677 |
| RESTOM global ceres_ebaf_toa_v4.0 | W/m2 | -5.732 | -7.604 | 1.872 | 89.0 | 86.619 | 11.564 | 0.992 |
| FLUT global ceres_ebaf_toa_v4.0 | W/m2 | 244.458 | 243.914 | 0.544 | 36.1 | 35.367 | 8.833 | 0.97 |
| FLUTC global ceres_ebaf_toa_v4.0 | W/m2 | 267.448 | 271.747 | -4.299 | 32.074 | 33.169 | 5.697 | 0.994 |
| FSNTOA global ceres_ebaf_toa_v4.0 | W/m2 | 238.597 | 236.311 | 2.287 | 112.137 | 107.749 | 14.945 | 0.992 |
| FSNTOAC global ceres_ebaf_toa_v4.0 | W/m2 | 282.674 | 280.241 | 2.432 | 123.896 | 122.412 | 7.583 | 0.998 |
| SWCF global ceres_ebaf_toa_v4.0 | W/m2 | -44.076 | -43.931 | -0.146 | 30.881 | 30.323 | 15.288 | 0.875 |
| LWCF global ceres_ebaf_toa_v4.0 | W/m2 | 22.99 | 27.833 | -4.842 | 14.111 | 15.468 | 9.061 | 0.87 |
| NETCF global ceres_ebaf_toa_v4.0 | W/m2 | -21.086 | -16.098 | -4.988 | 27.672 | 26.52 | 13.144 | 0.9 |
| ALBEDO_SRF global ceres_ebaf_surface_v2.8 | dimensionless | 0.143 | 0.142 | 0.001 | 0.18 | 0.585 | 0.167 | 0.695 |
| SWCFSRF global ceres_ebaf_surface_v2.8 | W/m2 | -46.805 | -49.277 | 2.472 | 33.933 | 32.485 | 17.092 | 0.871 |
| LWCFSRF global ceres_ebaf_surface_v2.8 | W/m2 | 25.522 | 28.075 | -2.553 | 19.177 | 17.638 | 11.986 | 0.801 |
| NETCF_SRF global ceres_ebaf_surface_v2.8 | W/m2 | -21.283 | -21.202 | -0.081 | 34.833 | 36.33 | 15.501 | 0.906 |
| FLDS global ceres_ebaf_surface_v2.8 | W/m2 | 350.784 | 355.0 | -4.216 | 62.421 | 63.003 | 13.066 | 0.981 |
| FLDSC global ceres_ebaf_surface_v2.8 | W/m2 | 324.776 | 327.461 | -2.685 | 73.287 | 74.662 | 8.117 | 0.995 |
| FLNS global ceres_ebaf_surface_v2.8 | W/m2 | 55.763 | 52.952 | 2.811 | 23.539 | 22.626 | 11.545 | 0.883 |
| FLNSC global ceres_ebaf_surface_v2.8 | W/m2 | 81.285 | 81.027 | 0.258 | 18.539 | 23.325 | 9.974 | 0.912 |
| FSDS global ceres_ebaf_surface_v2.8 | W/m2 | 180.578 | 178.252 | 2.325 | 90.281 | 84.82 | 22.151 | 0.97 |
| FSDSC global ceres_ebaf_surface_v2.8 | W/m2 | 233.08 | 233.028 | 0.053 | 100.655 | 99.567 | 7.901 | 0.997 |
| FSNS global ceres_ebaf_surface_v2.8 | W/m2 | 160.928 | 157.556 | 3.373 | 82.108 | 76.089 | 17.98 | 0.978 |
| FSNSC global ceres_ebaf_surface_v2.8 | W/m2 | 207.733 | 206.833 | 0.901 | 93.162 | 92.427 | 9.735 | 0.995 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.0 | dimensionless | 0.143 | 0.139 | 0.004 | 0.18 | 0.178 | 0.04 | 0.976 |
| SWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | -46.805 | -47.5 | 0.695 | 33.933 | 32.909 | 16.78 | 0.875 |
| LWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | 25.522 | 28.725 | -3.202 | 19.177 | 14.839 | 10.179 | 0.869 |
| NETCF_SRF global ceres_ebaf_surface_v4.0 | W/m2 | -21.283 | -18.776 | -2.507 | 34.833 | 34.923 | 13.274 | 0.93 |
| FLDS global ceres_ebaf_surface_v4.0 | W/m2 | 350.784 | 354.523 | -3.74 | 62.421 | 64.742 | 12.915 | 0.982 |
| FLDSC global ceres_ebaf_surface_v4.0 | W/m2 | 324.776 | 325.095 | -0.319 | 73.287 | 76.408 | 7.905 | 0.995 |
| FLNS global ceres_ebaf_surface_v4.0 | W/m2 | 55.763 | 52.948 | 2.815 | 23.539 | 21.374 | 12.963 | 0.846 |
| FLNSC global ceres_ebaf_surface_v4.0 | W/m2 | 81.285 | 81.672 | -0.387 | 18.539 | 21.503 | 8.733 | 0.916 |
| FSDS global ceres_ebaf_surface_v4.0 | W/m2 | 180.578 | 179.009 | 1.569 | 90.281 | 85.246 | 21.426 | 0.972 |
| FSDSC global ceres_ebaf_surface_v4.0 | W/m2 | 233.08 | 232.728 | 0.353 | 100.655 | 98.976 | 6.185 | 0.998 |
| FSNS global ceres_ebaf_surface_v4.0 | W/m2 | 160.928 | 158.969 | 1.959 | 82.108 | 76.748 | 17.507 | 0.978 |
| FSNSC global ceres_ebaf_surface_v4.0 | W/m2 | 207.733 | 206.469 | 1.264 | 93.162 | 91.433 | 8.162 | 0.996 |
| LHFLX global OAFlux | W/m2 | 91.177 | 85.06 | 6.117 | 59.306 | 46.74 | 32.467 | 0.911 |
| SHFLX global OAFlux | W/m2 | 20.203 | 8.459 | 11.745 | 21.586 | 9.032 | 13.562 | 0.443 |
| LHFLX global ERA-Interim | W/m2 | 91.177 | 86.357 | 4.82 | 59.306 | 53.5 | 18.706 | 0.954 |
| SHFLX global ERA-Interim | W/m2 | 20.203 | 18.75 | 1.453 | 21.586 | 21.155 | 10.425 | 0.884 |
| PSL global ERA-Interim | mbar | 1011.034 | 1011.176 | -0.142 | 11.269 | 8.511 | 3.842 | 0.963 |
| FSNS global ERA-Interim | W/m2 | 160.928 | 156.741 | 4.187 | 82.108 | 77.744 | 18.05 | 0.977 |
| FLNS global ERA-Interim | W/m2 | 55.763 | 55.724 | 0.039 | 23.539 | 21.874 | 10.439 | 0.897 |
| NET_FLUX_SRF global ERA-Interim | W/m2 | -6.215 | -4.09 | -2.125 | 80.993 | 73.882 | 21.307 | 0.967 |
| PRECT global ERA-Interim | mm/day | 3.139 | 2.988 | 0.151 | 2.838 | 2.792 | 1.447 | 0.869 |
| PREH2O global ERA-Interim | kg/m2 | 25.263 | 25.937 | -0.674 | 13.653 | 14.954 | 2.79 | 0.986 |
| U-850mb global ERA-Interim | m/s | 1.219 | 1.135 | 0.084 | 6.942 | 5.809 | 1.872 | 0.971 |
| U-200mb global ERA-Interim | m/s | 13.066 | 12.953 | 0.113 | 16.306 | 16.056 | 2.766 | 0.986 |
| Z3-500mb global ERA-Interim | hectometer | 56.776 | 56.891 | -0.115 | 2.841 | 2.611 | 0.323 | 0.997 |
| T-850mb global ERA-Interim | K | 282.65 | 282.612 | 0.039 | 9.946 | 11.28 | 1.202 | 0.994 |
| T-200mb global ERA-Interim | K | 216.431 | 218.772 | -2.341 | 4.969 | 4.945 | 2.533 | 0.981 |
| TAUXY ocean ERA-Interim | N/m^2 | 0.082 | 0.079 | 0.004 | 0.064 | 0.058 | 0.023 | 0.934 |
| LHFLX global MERRA2 | W/m2 | 91.177 | 87.679 | 3.498 | 59.306 | 55.666 | 19.909 | 0.944 |
| FSNS global MERRA2 | W/m2 | 160.928 | 159.985 | 0.943 | 82.108 | 79.838 | 23.925 | 0.957 |
| FLNS global MERRA2 | W/m2 | 55.763 | 62.11 | -6.347 | 23.539 | 21.937 | 11.729 | 0.908 |
| PRECT global MERRA2 | mm/day | 3.139 | 3.066 | 0.073 | 2.838 | 3.161 | 1.823 | 0.821 |
| PREH2O global MERRA2 | kg/m2 | 25.263 | 26.526 | -1.263 | 13.653 | 15.507 | 3.321 | 0.986 |
| U-850mb global MERRA2 | m/s | 1.219 | 0.998 | 0.221 | 6.942 | 6.084 | 1.783 | 0.971 |
| U-200mb global MERRA2 | m/s | 13.066 | 13.424 | -0.357 | 16.306 | 15.651 | 2.822 | 0.985 |
| Z3-500mb global MERRA2 | hectometer | 56.776 | 56.873 | -0.097 | 2.841 | 2.611 | 0.31 | 0.998 |
| T-850mb global MERRA2 | K | 282.65 | 278.404 | 4.246 | 9.946 | 30.015 | 15.039 | 0.521 |
| T-200mb global MERRA2 | K | 216.431 | 218.544 | -2.113 | 4.969 | 5.045 | 2.335 | 0.98 |
| TGCLDLWP_OCN global SSMI | g/m^2 | 48.875 | 97.429 | -48.554 | 27.398 | 30.569 | 49.515 | 0.703 |
| AODVIS global AOD_550 | dimensionless | 0.165 | 0.132 | 0.033 | 0.14 | 0.089 | 0.095 | 0.784 |
| TREFHT land ERA-Interim | DegC | 13.455 | 14.19 | -0.736 | 20.904 | 20.138 | 2.059 | 0.996 |
| TREFHT global ERA-Interim | DegC | 15.89 | 16.121 | -0.231 | 14.592 | 14.276 | 1.248 | 0.997 |