Test: v2 plus P3 v4 (untuned)
Reference: Observation and Reanalysis
| Variables | Unit | Test_mean | Ref._mean | Mean_Bias | Test_STD | Ref._STD | RMSE | Correlation |
|---|---|---|---|---|---|---|---|---|
| PRECT global GPCP_v2.2 | mm/day | 2.956 | 2.648 | 0.308 | 2.133 | 2.04 | 1.129 | 0.866 |
| PRECT global GPCP_v2.3 | mm/day | 2.956 | 2.664 | 0.292 | 2.133 | 2.066 | 0.991 | 0.899 |
| SST global HadISST_CL | degC | 20.037 | 19.973 | 0.064 | 8.93 | 8.883 | 0.319 | 0.999 |
| SST global HadISST_PI | degC | 20.055 | 19.591 | 0.463 | 8.914 | 8.831 | 0.625 | 0.999 |
| SST global HadISST_PD | degC | 20.037 | 20.046 | -0.009 | 8.93 | 8.907 | 0.255 | 1.0 |
| SOLIN global ceres_ebaf_toa_v4.1 | W/m2 | 338.251 | 338.181 | 0.07 | 100.518 | 101.37 | 2.024 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.1 | dimensionless | 0.317 | 0.319 | -0.002 | 0.135 | 0.134 | 0.029 | 0.976 |
| ALBEDOC global ceres_ebaf_toa_v4.1 | dimensionless | 0.187 | 0.185 | 0.002 | 0.139 | 0.139 | 0.028 | 0.98 |
| RESTOM global ceres_ebaf_toa_v4.1 | W/m2 | 1.922 | 1.447 | 0.475 | 72.44 | 72.038 | 8.686 | 0.993 |
| FLUT global ceres_ebaf_toa_v4.1 | W/m2 | 239.525 | 239.311 | 0.214 | 31.117 | 30.957 | 6.613 | 0.977 |
| FLUTC global ceres_ebaf_toa_v4.1 | W/m2 | 261.479 | 265.385 | -3.906 | 31.346 | 31.357 | 5.092 | 0.995 |
| FSNTOA global ceres_ebaf_toa_v4.1 | W/m2 | 241.346 | 240.758 | 0.587 | 95.755 | 94.641 | 10.263 | 0.994 |
| FSNTOAC global ceres_ebaf_toa_v4.1 | W/m2 | 283.025 | 283.237 | -0.212 | 100.094 | 100.049 | 8.733 | 0.996 |
| SWCF global ceres_ebaf_toa_v4.1 | W/m2 | -41.679 | -42.479 | 0.8 | 23.451 | 22.041 | 10.436 | 0.897 |
| LWCF global ceres_ebaf_toa_v4.1 | W/m2 | 21.954 | 26.074 | -4.121 | 11.288 | 11.668 | 6.646 | 0.897 |
| NETCF global ceres_ebaf_toa_v4.1 | W/m2 | -19.725 | -16.405 | -3.321 | 17.318 | 16.883 | 9.873 | 0.852 |
| SOLIN global ceres_ebaf_toa_v4.0 | W/m2 | 338.251 | 338.193 | 0.057 | 100.518 | 101.338 | 1.948 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.0 | dimensionless | 0.317 | 0.32 | -0.003 | 0.135 | 0.134 | 0.03 | 0.976 |
| ALBEDOC global ceres_ebaf_toa_v4.0 | dimensionless | 0.187 | 0.185 | 0.002 | 0.139 | 0.141 | 0.028 | 0.981 |
| RESTOM global ceres_ebaf_toa_v4.0 | W/m2 | 1.922 | 1.421 | 0.501 | 72.44 | 72.007 | 8.696 | 0.993 |
| FLUT global ceres_ebaf_toa_v4.0 | W/m2 | 239.525 | 239.196 | 0.329 | 31.117 | 31.004 | 6.704 | 0.977 |
| FLUTC global ceres_ebaf_toa_v4.0 | W/m2 | 261.479 | 267.592 | -6.113 | 31.346 | 33.023 | 7.239 | 0.994 |
| FSNTOA global ceres_ebaf_toa_v4.0 | W/m2 | 241.346 | 240.617 | 0.728 | 95.755 | 94.624 | 10.311 | 0.994 |
| FSNTOAC global ceres_ebaf_toa_v4.0 | W/m2 | 283.025 | 283.526 | -0.501 | 100.094 | 100.51 | 8.827 | 0.996 |
| SWCF global ceres_ebaf_toa_v4.0 | W/m2 | -41.679 | -42.909 | 1.229 | 23.451 | 22.69 | 10.655 | 0.895 |
| LWCF global ceres_ebaf_toa_v4.0 | W/m2 | 21.954 | 28.396 | -6.442 | 11.288 | 13.079 | 8.751 | 0.892 |
| NETCF global ceres_ebaf_toa_v4.0 | W/m2 | -19.725 | -14.513 | -5.213 | 17.318 | 16.845 | 10.758 | 0.849 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.1 | dimensionless | 0.155 | 0.15 | 0.005 | 0.199 | 0.197 | 0.034 | 0.986 |
| SWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | -45.268 | -45.118 | -0.15 | 25.889 | 23.476 | 11.505 | 0.896 |
| LWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | 24.402 | 26.906 | -2.504 | 18.426 | 14.779 | 8.484 | 0.904 |
| NETCF_SRF global ceres_ebaf_surface_v4.1 | W/m2 | -20.866 | -18.212 | -2.654 | 24.212 | 24.353 | 11.299 | 0.898 |
| FLDS global ceres_ebaf_surface_v4.1 | W/m2 | 343.917 | 344.544 | -0.627 | 68.502 | 69.454 | 9.688 | 0.99 |
| FLDSC global ceres_ebaf_surface_v4.1 | W/m2 | 318.834 | 317.399 | 1.435 | 79.473 | 79.638 | 6.974 | 0.996 |
| FLNS global ceres_ebaf_surface_v4.1 | W/m2 | 54.072 | 54.307 | -0.236 | 19.003 | 18.906 | 9.192 | 0.883 |
| FLNSC global ceres_ebaf_surface_v4.1 | W/m2 | 78.474 | 81.213 | -2.739 | 16.21 | 18.844 | 7.97 | 0.92 |
| FSDS global ceres_ebaf_surface_v4.1 | W/m2 | 186.851 | 188.039 | -1.188 | 73.652 | 71.25 | 13.626 | 0.983 |
| FSDSC global ceres_ebaf_surface_v4.1 | W/m2 | 238.047 | 239.269 | -1.222 | 71.556 | 70.784 | 6.438 | 0.996 |
| FSNS global ceres_ebaf_surface_v4.1 | W/m2 | 162.276 | 163.619 | -1.343 | 74.148 | 71.726 | 12.112 | 0.987 |
| FSNSC global ceres_ebaf_surface_v4.1 | W/m2 | 207.545 | 208.737 | -1.192 | 77.684 | 76.734 | 10.21 | 0.991 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.0 | dimensionless | 0.155 | 0.151 | 0.004 | 0.199 | 0.197 | 0.034 | 0.985 |
| SWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | -45.268 | -47.206 | 1.938 | 25.889 | 24.633 | 11.704 | 0.897 |
| LWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | 24.402 | 29.718 | -5.316 | 18.426 | 15.36 | 9.079 | 0.921 |
| NETCF_SRF global ceres_ebaf_surface_v4.0 | W/m2 | -20.866 | -17.488 | -3.378 | 24.212 | 24.477 | 11.112 | 0.906 |
| FLDS global ceres_ebaf_surface_v4.0 | W/m2 | 343.917 | 344.332 | -0.415 | 68.502 | 69.534 | 9.663 | 0.99 |
| FLDSC global ceres_ebaf_surface_v4.0 | W/m2 | 318.834 | 313.923 | 4.911 | 79.473 | 81.064 | 8.81 | 0.996 |
| FLNS global ceres_ebaf_surface_v4.0 | W/m2 | 54.072 | 54.205 | -0.133 | 19.003 | 18.759 | 9.189 | 0.882 |
| FLNSC global ceres_ebaf_surface_v4.0 | W/m2 | 78.474 | 83.923 | -5.449 | 16.21 | 19.915 | 9.326 | 0.933 |
| FSDS global ceres_ebaf_surface_v4.0 | W/m2 | 186.851 | 188.285 | -1.433 | 73.652 | 71.333 | 13.603 | 0.983 |
| FSDSC global ceres_ebaf_surface_v4.0 | W/m2 | 238.047 | 242.222 | -4.174 | 71.556 | 71.547 | 7.367 | 0.996 |
| FSNS global ceres_ebaf_surface_v4.0 | W/m2 | 162.276 | 163.743 | -1.467 | 74.148 | 71.716 | 12.041 | 0.987 |
| FSNSC global ceres_ebaf_surface_v4.0 | W/m2 | 207.545 | 210.949 | -3.405 | 77.684 | 77.568 | 10.575 | 0.992 |
| LHFLX global OAFlux | kg/m2/s | 86.15 | 90.824 | -4.675 | 53.545 | 41.275 | 22.192 | 0.948 |
| SHFLX global OAFlux | W/m2 | 20.261 | 9.391 | 10.87 | 18.67 | 7.754 | 9.764 | 0.546 |
| LHFLX global ERA-Interim | kg/m2/s | 86.15 | 82.825 | 3.324 | 53.545 | 50.392 | 12.842 | 0.973 |
| SHFLX global ERA-Interim | W/m2 | 20.261 | 18.646 | 1.615 | 18.67 | 19.381 | 8.283 | 0.909 |
| PSL global ERA-Interim | mbar | 1011.571 | 1011.337 | 0.235 | 9.637 | 8.027 | 2.494 | 0.977 |
| FSNS global ERA-Interim | W/m2 | 162.276 | 164.498 | -2.221 | 74.148 | 70.844 | 15.698 | 0.978 |
| FLNS global ERA-Interim | W/m2 | 54.072 | 57.37 | -3.298 | 19.003 | 19.79 | 8.873 | 0.911 |
| NET_FLUX_SRF global ERA-Interim | W/m2 | 1.748 | 5.657 | -3.909 | 45.887 | 43.332 | 16.016 | 0.941 |
| PRECT global ERA-Interim | mm/day | 2.956 | 2.899 | 0.057 | 2.166 | 2.42 | 1.029 | 0.905 |
| TMQ global ERA-Interim | kg/m2 | 26.286 | 24.248 | 2.038 | 15.671 | 15.248 | 2.713 | 0.994 |
| U-850mb global ERA-Interim | m/s | 1.203 | 1.009 | 0.194 | 6.12 | 5.416 | 1.283 | 0.982 |
| U-200mb global ERA-Interim | m/s | 17.697 | 17.09 | 0.607 | 11.583 | 12.06 | 2.887 | 0.972 |
| Z3-500mb global ERA-Interim | hectometer | 56.556 | 56.582 | -0.026 | 2.713 | 2.612 | 0.195 | 0.998 |
| OMEGA-200mb global ERA-Interim | mbar/day | 0.193 | 0.002 | 0.191 | 12.329 | 9.597 | 7.839 | 0.772 |
| OMEGA-500mb global ERA-Interim | mbar/day | 0.008 | 0.001 | 0.007 | 20.729 | 21.979 | 13.288 | 0.808 |
| OMEGA-850mb global ERA-Interim | mbar/day | -0.039 | 2.817 | -2.856 | 27.118 | 41.354 | 22.217 | 0.717 |
| T-850mb global ERA-Interim | K | 280.844 | 281.007 | -0.163 | 10.471 | 11.617 | 1.178 | 0.997 |
| T-200mb global ERA-Interim | K | 217.829 | 219.008 | -1.178 | 3.04 | 2.071 | 2.318 | 0.758 |
| TAUXY ocean ERA-Interim | N/m^2 | 0.07 | 0.066 | 0.004 | 0.058 | 0.053 | 0.017 | 0.957 |
| LHFLX global MERRA2 | kg/m2/s | 86.15 | 83.468 | 2.682 | 53.545 | 52.675 | 14.926 | 0.962 |
| SHFLX global MERRA2 | W/m2 | 20.261 | 19.671 | 0.59 | 18.67 | 23.252 | 11.416 | 0.874 |
| PSL global MERRA2 | mbar | 1011.571 | 1010.968 | 0.604 | 9.637 | 8.267 | 2.492 | 0.975 |
| FSNS global MERRA2 | W/m2 | 162.276 | 163.778 | -1.501 | 74.148 | 72.792 | 16.57 | 0.975 |
| FLNS global MERRA2 | W/m2 | 54.072 | 62.67 | -8.599 | 19.003 | 19.262 | 11.809 | 0.911 |
| NET_FLUX_SRF global MERRA2 | W/m2 | 1.748 | -2.032 | 3.78 | 45.887 | 44.025 | 17.558 | 0.928 |
| PRECT global MERRA2 | mm/day | 2.956 | 2.902 | 0.054 | 2.166 | 2.74 | 1.477 | 0.844 |
| TMQ global MERRA2 | kg/m2 | 26.286 | 24.874 | 1.412 | 15.671 | 15.828 | 2.304 | 0.993 |
| U-850mb global MERRA2 | m/s | 1.203 | 0.825 | 0.378 | 6.12 | 5.681 | 1.269 | 0.981 |
| U-200mb global MERRA2 | m/s | 17.697 | 17.524 | 0.173 | 11.583 | 11.753 | 2.686 | 0.974 |
| Z3-500mb global MERRA2 | hectometer | 56.556 | 56.561 | -0.005 | 2.713 | 2.604 | 0.199 | 0.998 |
| OMEGA-200mb global MERRA2 | mbar/day | 0.193 | -0.103 | 0.296 | 12.329 | 9.885 | 8.002 | 0.762 |
| OMEGA-500mb global MERRA2 | mbar/day | 0.008 | 0.052 | -0.044 | 20.729 | 24.129 | 15.947 | 0.757 |
| OMEGA-850mb global MERRA2 | mbar/day | -0.039 | -0.042 | 0.003 | 27.118 | 32.117 | 22.839 | 0.696 |
| T-850mb global MERRA2 | K | 280.844 | 277.83 | 3.014 | 10.471 | 27.373 | 15.462 | 0.562 |
| T-200mb global MERRA2 | K | 217.829 | 218.869 | -1.04 | 3.04 | 2.018 | 2.236 | 0.766 |
| TAUXY ocean MERRA2 | N/m^2 | 0.07 | 0.071 | -0.001 | 0.058 | 0.055 | 0.018 | 0.953 |
| CLDTOT_TAU1.3_ISCCP global ISCCPCOSP | % | 43.64 | 51.181 | -7.541 | 23.223 | 17.339 | 12.474 | 0.92 |
| CLDTOT_TAU1.3_9.4_ISCCP global ISCCPCOSP | % | 21.397 | 33.925 | -12.528 | 10.188 | 10.944 | 14.816 | 0.72 |
| CLDTOT_TAU9.4_ISCCP global ISCCPCOSP | % | 22.243 | 17.256 | 4.987 | 14.49 | 10.384 | 11.321 | 0.713 |
| CLDTOT_TAU1.3_MISR global MISRCOSP | % | 43.622 | 51.892 | -8.27 | 23.422 | 19.901 | 11.034 | 0.927 |
| CLDTOT_TAU1.3_9.4_MISR global MISRCOSP | % | 21.388 | 30.973 | -9.585 | 10.301 | 8.71 | 10.258 | 0.843 |
| CLDTOT_TAU9.4_MISR global MISRCOSP | % | 22.234 | 20.919 | 1.315 | 14.646 | 12.582 | 7.46 | 0.893 |
| CLDLOW_TAU1.3_MISR global MISRCOSP | % | 0.0 | 29.841 | -29.841 | 0.0 | 15.783 | 33.757 | nan |
| CLDLOW_TAU1.3_9.4_MISR global MISRCOSP | % | 0.0 | 19.797 | -19.797 | 0.0 | 8.581 | 21.577 | nan |
| CLDLOW_TAU9.4_MISR global MISRCOSP | % | 0.0 | 10.044 | -10.044 | 0.0 | 8.084 | 12.893 | nan |
| CLDTOT_TAU1.3_MODIS global MODISCOSP | % | 42.44 | 46.896 | -4.456 | 23.016 | 21.081 | 10.725 | 0.906 |
| CLDTOT_TAU1.3_9.4_MODIS global MODISCOSP | % | 20.431 | 24.067 | -3.635 | 10.023 | 8.941 | 8.531 | 0.674 |
| CLDTOT_TAU9.4_MODIS global MODISCOSP | % | 22.009 | 22.829 | -0.82 | 14.529 | 14.466 | 8.367 | 0.835 |
| CLDHGH_TAU1.3_MODIS global MODISCOSP | % | 42.44 | 25.838 | 16.602 | 23.016 | 18.791 | 21.627 | 0.799 |
| CLDHGH_TAU1.3_9.4_MODIS global MODISCOSP | % | 20.431 | 13.391 | 7.04 | 10.023 | 8.388 | 9.353 | 0.79 |
| CLDHGH_TAU9.4_MODIS global MODISCOSP | % | 22.009 | 12.447 | 9.562 | 14.529 | 11.49 | 14.556 | 0.667 |
| CLDTOT_CAL global CALIPSOCOSP | % | 59.537 | 66.845 | -7.309 | 20.207 | 15.845 | 12.253 | 0.875 |
| CLDLOW_CAL global CALIPSOCOSP | % | 30.394 | 36.982 | -6.589 | 23.806 | 17.833 | 14.597 | 0.847 |
| CLDMED_CAL global CALIPSOCOSP | % | 12.587 | 17.924 | -5.337 | 7.664 | 10.476 | 8.59 | 0.772 |
| CLDHGH_CAL global CALIPSOCOSP | % | 33.099 | 32.759 | 0.34 | 13.0 | 14.533 | 8.198 | 0.829 |
| AODVIS global AOD_550 | dimensionless | 0.207 | 0.132 | 0.075 | 0.128 | 0.089 | 0.116 | 0.727 |
| TREFHT land ERA-Interim | DegC | 7.576 | 7.917 | -0.341 | 20.777 | 19.117 | 2.984 | 0.991 |
| TREFHT global ERA-Interim | DegC | 13.962 | 14.366 | -0.404 | 15.428 | 15.017 | 1.368 | 0.997 |
| TREFHT land MERRA2 | DegC | 7.576 | 7.493 | 0.083 | 20.777 | 19.805 | 2.596 | 0.992 |
| TREFHT global MERRA2 | DegC | 13.962 | 14.291 | -0.329 | 15.428 | 15.279 | 1.292 | 0.997 |
| PminusE global GPCP_OAFLux | mm/day | -0.021 | -0.111 | 0.09 | 2.259 | 2.261 | 1.046 | 0.908 |
| PminusE global COREv2_Flux | mm/day | -0.021 | -0.245 | 0.223 | 2.303 | 2.189 | 1.13 | 0.889 |