| Variables | Unit | Test_mean | Ref._mean | Mean_Bias | Test_STD | Ref._STD | RMSE | Correlation |
|---|
| PRECT global GPCP_v2.2 | mm/day | 3.146 | 2.707 | 0.439 | 2.753 | 2.489 | 1.585 | 0.836 |
| TREFHT land_60S90N CRU | DegC | 19.682 | 19.176 | 0.507 | 7.865 | 8.219 | 2.445 | 0.957 |
| 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 | 0.504 | 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 | 0.315 | 0.329 | -0.014 | 0.133 | 0.188 | 0.121 | 0.771 |
| ALBEDOC global ceres_ebaf_toa_v2.8 | dimensionless | 0.176 | 0.186 | -0.01 | 0.122 | 0.166 | 0.081 | 0.886 |
| RESTOM global ceres_ebaf_toa_v2.8 | W/m2 | -5.581 | -7.546 | 1.965 | 88.885 | 86.396 | 11.752 | 0.992 |
| FLUT global ceres_ebaf_toa_v2.8 | W/m2 | 244.445 | 243.37 | 1.075 | 35.98 | 35.326 | 9.071 | 0.968 |
| FLUTC global ceres_ebaf_toa_v2.8 | W/m2 | 267.437 | 269.398 | -1.961 | 31.916 | 31.969 | 4.768 | 0.991 |
| FSNTOA global ceres_ebaf_toa_v2.8 | W/m2 | 238.734 | 235.824 | 2.91 | 111.957 | 107.48 | 14.872 | 0.992 |
| FSNTOAC global ceres_ebaf_toa_v2.8 | W/m2 | 282.623 | 280.652 | 1.972 | 123.882 | 123.087 | 8.15 | 0.998 |
| SWCF global ceres_ebaf_toa_v2.8 | W/m2 | -43.889 | -44.827 | 0.939 | 30.553 | 30.015 | 14.787 | 0.881 |
| LWCF global ceres_ebaf_toa_v2.8 | W/m2 | 22.992 | 26.028 | -3.035 | 14.118 | 14.498 | 7.821 | 0.873 |
| NETCF global ceres_ebaf_toa_v2.8 | W/m2 | -20.897 | -18.8 | -2.097 | 27.182 | 26.875 | 12.141 | 0.902 |
| 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 | 0.315 | 0.329 | -0.013 | 0.133 | 0.199 | 0.136 | 0.737 |
| 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 | -5.581 | -7.604 | 2.022 | 88.885 | 86.619 | 11.353 | 0.992 |
| FLUT global ceres_ebaf_toa_v4.0 | W/m2 | 244.445 | 243.914 | 0.531 | 35.98 | 35.367 | 9.052 | 0.968 |
| FLUTC global ceres_ebaf_toa_v4.0 | W/m2 | 267.437 | 271.747 | -4.309 | 31.916 | 33.169 | 5.75 | 0.994 |
| FSNTOA global ceres_ebaf_toa_v4.0 | W/m2 | 238.734 | 236.311 | 2.424 | 111.957 | 107.749 | 14.71 | 0.992 |
| FSNTOAC global ceres_ebaf_toa_v4.0 | W/m2 | 282.623 | 280.241 | 2.382 | 123.882 | 122.412 | 7.349 | 0.998 |
| SWCF global ceres_ebaf_toa_v4.0 | W/m2 | -43.889 | -43.931 | 0.042 | 30.553 | 30.323 | 14.878 | 0.881 |
| LWCF global ceres_ebaf_toa_v4.0 | W/m2 | 22.992 | 27.833 | -4.84 | 14.118 | 15.468 | 9.174 | 0.865 |
| NETCF global ceres_ebaf_toa_v4.0 | W/m2 | -20.897 | -16.098 | -4.798 | 27.182 | 26.52 | 12.717 | 0.904 |
| 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 | -46.583 | -49.277 | 2.694 | 33.528 | 32.485 | 16.643 | 0.877 |
| LWCFSRF global ceres_ebaf_surface_v2.8 | W/m2 | 25.374 | 28.075 | -2.701 | 18.975 | 17.638 | 11.951 | 0.8 |
| NETCF_SRF global ceres_ebaf_surface_v2.8 | W/m2 | -21.209 | -21.202 | -0.007 | 34.836 | 36.33 | 15.29 | 0.909 |
| FLDS global ceres_ebaf_surface_v2.8 | W/m2 | 350.804 | 355.0 | -4.196 | 62.308 | 63.003 | 12.778 | 0.982 |
| FLDSC global ceres_ebaf_surface_v2.8 | W/m2 | 324.944 | 327.461 | -2.517 | 73.099 | 74.662 | 7.963 | 0.995 |
| FLNS global ceres_ebaf_surface_v2.8 | W/m2 | 55.754 | 52.952 | 2.802 | 23.25 | 22.626 | 11.601 | 0.88 |
| FLNSC global ceres_ebaf_surface_v2.8 | W/m2 | 81.128 | 81.027 | 0.101 | 18.407 | 23.325 | 10.088 | 0.91 |
| FSDS global ceres_ebaf_surface_v2.8 | W/m2 | 180.722 | 178.252 | 2.469 | 89.972 | 84.82 | 21.426 | 0.972 |
| FSDSC global ceres_ebaf_surface_v2.8 | W/m2 | 232.939 | 233.028 | -0.089 | 100.557 | 99.567 | 7.817 | 0.997 |
| FSNS global ceres_ebaf_surface_v2.8 | W/m2 | 160.995 | 157.556 | 3.439 | 81.864 | 76.089 | 17.669 | 0.979 |
| FSNSC global ceres_ebaf_surface_v2.8 | W/m2 | 207.578 | 206.833 | 0.745 | 93.107 | 92.427 | 9.528 | 0.995 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.0 | dimensionless | 0.143 | 0.139 | 0.004 | 0.18 | 0.178 | 0.039 | 0.976 |
| SWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | -46.583 | -47.5 | 0.917 | 33.528 | 32.909 | 16.225 | 0.881 |
| LWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | 25.374 | 28.725 | -3.35 | 18.975 | 14.839 | 10.071 | 0.87 |
| NETCF_SRF global ceres_ebaf_surface_v4.0 | W/m2 | -21.209 | -18.776 | -2.433 | 34.836 | 34.923 | 13.161 | 0.931 |
| FLDS global ceres_ebaf_surface_v4.0 | W/m2 | 350.804 | 354.523 | -3.719 | 62.308 | 64.742 | 12.748 | 0.982 |
| FLDSC global ceres_ebaf_surface_v4.0 | W/m2 | 324.944 | 325.095 | -0.151 | 73.099 | 76.408 | 7.822 | 0.996 |
| FLNS global ceres_ebaf_surface_v4.0 | W/m2 | 55.754 | 52.948 | 2.806 | 23.25 | 21.374 | 12.974 | 0.842 |
| FLNSC global ceres_ebaf_surface_v4.0 | W/m2 | 81.128 | 81.672 | -0.544 | 18.407 | 21.503 | 8.923 | 0.912 |
| FSDS global ceres_ebaf_surface_v4.0 | W/m2 | 180.722 | 179.009 | 1.713 | 89.972 | 85.246 | 20.794 | 0.973 |
| FSDSC global ceres_ebaf_surface_v4.0 | W/m2 | 232.939 | 232.728 | 0.211 | 100.557 | 98.976 | 6.166 | 0.998 |
| FSNS global ceres_ebaf_surface_v4.0 | W/m2 | 160.995 | 158.969 | 2.025 | 81.864 | 76.748 | 17.221 | 0.979 |
| FSNSC global ceres_ebaf_surface_v4.0 | W/m2 | 207.578 | 206.469 | 1.109 | 93.107 | 91.433 | 7.923 | 0.997 |
| LHFLX global OAFlux | W/m2 | 91.39 | 85.06 | 6.33 | 59.14 | 46.74 | 32.461 | 0.912 |
| SHFLX global OAFlux | W/m2 | 20.074 | 8.459 | 11.615 | 21.529 | 9.032 | 13.578 | 0.44 |
| LHFLX global ERA-Interim | W/m2 | 91.39 | 86.357 | 5.033 | 59.14 | 53.5 | 19.014 | 0.952 |
| SHFLX global ERA-Interim | W/m2 | 20.074 | 18.75 | 1.323 | 21.529 | 21.155 | 10.344 | 0.885 |
| PSL global ERA-Interim | mbar | 1011.045 | 1011.176 | -0.131 | 11.192 | 8.511 | 3.588 | 0.97 |
| FSNS global ERA-Interim | W/m2 | 160.995 | 156.741 | 4.254 | 81.864 | 77.744 | 17.936 | 0.977 |
| FLNS global ERA-Interim | W/m2 | 55.754 | 55.724 | 0.03 | 23.25 | 21.874 | 10.511 | 0.893 |
| NET_FLUX_SRF global ERA-Interim | W/m2 | -6.223 | -4.09 | -2.133 | 80.642 | 73.882 | 21.042 | 0.967 |
| PRECT global ERA-Interim | mm/day | 3.146 | 2.988 | 0.158 | 2.835 | 2.792 | 1.476 | 0.864 |
| PREH2O global ERA-Interim | kg/m2 | 25.348 | 25.937 | -0.589 | 13.677 | 14.954 | 2.811 | 0.986 |
| U-850mb global ERA-Interim | m/s | 1.253 | 1.135 | 0.118 | 6.93 | 5.809 | 1.824 | 0.973 |
| U-200mb global ERA-Interim | m/s | 13.008 | 12.953 | 0.055 | 16.439 | 16.056 | 2.697 | 0.987 |
| Z3-500mb global ERA-Interim | hectometer | 56.783 | 56.891 | -0.108 | 2.828 | 2.611 | 0.29 | 0.998 |
| T-850mb global ERA-Interim | K | 282.621 | 282.612 | 0.009 | 9.922 | 11.28 | 1.197 | 0.994 |
| T-200mb global ERA-Interim | K | 216.37 | 218.772 | -2.402 | 5.002 | 4.945 | 2.562 | 0.984 |
| TAUXY ocean ERA-Interim | N/m^2 | 0.082 | 0.079 | 0.004 | 0.065 | 0.058 | 0.022 | 0.941 |
| LHFLX global MERRA2 | W/m2 | 91.39 | 87.679 | 3.711 | 59.14 | 55.666 | 20.231 | 0.942 |
| FSNS global MERRA2 | W/m2 | 160.995 | 159.985 | 1.009 | 81.864 | 79.838 | 23.685 | 0.957 |
| FLNS global MERRA2 | W/m2 | 55.754 | 62.11 | -6.356 | 23.25 | 21.937 | 11.731 | 0.906 |
| PRECT global MERRA2 | mm/day | 3.146 | 3.066 | 0.08 | 2.835 | 3.161 | 1.853 | 0.815 |
| PREH2O global MERRA2 | kg/m2 | 25.348 | 26.526 | -1.178 | 13.677 | 15.507 | 3.34 | 0.985 |
| U-850mb global MERRA2 | m/s | 1.253 | 0.998 | 0.256 | 6.93 | 6.084 | 1.776 | 0.971 |
| U-200mb global MERRA2 | m/s | 13.008 | 13.424 | -0.416 | 16.439 | 15.651 | 2.777 | 0.987 |
| Z3-500mb global MERRA2 | hectometer | 56.783 | 56.873 | -0.09 | 2.828 | 2.611 | 0.28 | 0.998 |
| T-850mb global MERRA2 | K | 282.621 | 278.404 | 4.217 | 9.922 | 30.015 | 15.032 | 0.525 |
| T-200mb global MERRA2 | K | 216.37 | 218.544 | -2.174 | 5.002 | 5.045 | 2.359 | 0.983 |
| TGCLDLWP_OCN global SSMI | g/m^2 | 48.808 | 97.429 | -48.621 | 27.512 | 30.569 | 49.518 | 0.709 |
| AODVIS global AOD_550 | dimensionless | 0.166 | 0.132 | 0.034 | 0.141 | 0.089 | 0.096 | 0.785 |
| TREFHT land ERA-Interim | DegC | 13.548 | 14.19 | -0.643 | 20.579 | 20.138 | 1.858 | 0.997 |
| TREFHT global ERA-Interim | DegC | 15.907 | 16.121 | -0.214 | 14.476 | 14.276 | 1.155 | 0.997 |