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 | 3.103 | 2.707 | 0.396 | 3.001 | 2.489 | 1.588 | 0.859 |
| PRECT global GPCP_v2.3 | mm/day | 3.103 | 2.715 | 0.388 | 3.001 | 2.517 | 1.592 | 0.858 |
| TREFHT land_60S90N CRU | DegC | 20.097 | 19.564 | 0.534 | 8.166 | 8.252 | 2.078 | 0.97 |
| SST global HadISST_CL | degC | 20.167 | 20.08 | 0.087 | 8.453 | 8.394 | 0.33 | 0.999 |
| SST global HadISST_PI | degC | 20.261 | 19.726 | 0.535 | 8.361 | 8.33 | 0.683 | 0.999 |
| SST global HadISST_PD | degC | 20.167 | 20.181 | -0.014 | 8.453 | 8.414 | 0.294 | 0.999 |
| SOLIN global ceres_ebaf_toa_v4.1 | W/m2 | 330.38 | 330.394 | -0.014 | 139.599 | 139.049 | 1.0 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.1 | dimensionless | 0.328 | 216.391 | -216.063 | 0.129 | 40113.522 | 20057.484 | 0.006 |
| ALBEDOC global ceres_ebaf_toa_v4.1 | dimensionless | 0.186 | 2.245 | -2.058 | 0.127 | 378.065 | 189.039 | 0.01 |
| RESTOM global ceres_ebaf_toa_v4.1 | W/m2 | -11.359 | -7.507 | -3.852 | 87.516 | 86.711 | 12.32 | 0.991 |
| FLUT global ceres_ebaf_toa_v4.1 | W/m2 | 244.427 | 243.917 | 0.51 | 35.534 | 35.456 | 7.876 | 0.975 |
| FLUTC global ceres_ebaf_toa_v4.1 | W/m2 | 266.288 | 269.581 | -3.294 | 31.856 | 31.848 | 4.764 | 0.994 |
| FSNTOA global ceres_ebaf_toa_v4.1 | W/m2 | 232.988 | 236.41 | -3.422 | 108.059 | 107.852 | 15.181 | 0.991 |
| FSNTOAC global ceres_ebaf_toa_v4.1 | W/m2 | 279.118 | 279.641 | -0.522 | 122.692 | 122.062 | 6.896 | 0.998 |
| SWCF global ceres_ebaf_toa_v4.1 | W/m2 | -46.131 | -43.231 | -2.9 | 33.312 | 29.958 | 15.524 | 0.889 |
| LWCF global ceres_ebaf_toa_v4.1 | W/m2 | 21.861 | 25.664 | -3.804 | 14.89 | 14.323 | 7.635 | 0.898 |
| NETCF global ceres_ebaf_toa_v4.1 | W/m2 | -24.27 | -17.566 | -6.704 | 28.278 | 26.942 | 14.426 | 0.894 |
| SOLIN global ceres_ebaf_toa_v4.0 | W/m2 | 330.38 | 330.4 | -0.019 | 139.599 | 139.078 | 0.965 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.0 | dimensionless | 0.328 | 0.329 | -0.001 | 0.129 | 0.236 | 0.182 | 0.64 |
| ALBEDOC global ceres_ebaf_toa_v4.0 | dimensionless | 0.186 | 0.207 | -0.02 | 0.127 | 0.336 | 0.27 | 0.664 |
| RESTOM global ceres_ebaf_toa_v4.0 | W/m2 | -11.359 | -7.603 | -3.756 | 87.516 | 86.712 | 12.358 | 0.991 |
| FLUT global ceres_ebaf_toa_v4.0 | W/m2 | 244.427 | 243.915 | 0.512 | 35.534 | 35.425 | 7.938 | 0.975 |
| FLUTC global ceres_ebaf_toa_v4.0 | W/m2 | 266.288 | 271.747 | -5.46 | 31.856 | 33.214 | 6.865 | 0.993 |
| FSNTOA global ceres_ebaf_toa_v4.0 | W/m2 | 232.988 | 236.312 | -3.324 | 108.059 | 107.842 | 15.249 | 0.99 |
| FSNTOAC global ceres_ebaf_toa_v4.0 | W/m2 | 279.118 | 280.243 | -1.124 | 122.692 | 122.506 | 6.888 | 0.998 |
| SWCF global ceres_ebaf_toa_v4.0 | W/m2 | -46.131 | -43.931 | -2.2 | 33.312 | 30.602 | 15.501 | 0.888 |
| LWCF global ceres_ebaf_toa_v4.0 | W/m2 | 21.861 | 27.833 | -5.972 | 14.89 | 15.55 | 8.983 | 0.904 |
| NETCF global ceres_ebaf_toa_v4.0 | W/m2 | -24.27 | -16.098 | -8.172 | 28.278 | 26.802 | 15.158 | 0.894 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.1 | dimensionless | 0.146 | 0.138 | 0.008 | 0.185 | 0.179 | 0.028 | 0.989 |
| SWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | -49.957 | -45.466 | -4.491 | 37.057 | 32.04 | 17.588 | 0.889 |
| LWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | 25.049 | 26.366 | -1.317 | 18.996 | 15.007 | 10.598 | 0.834 |
| NETCF_SRF global ceres_ebaf_surface_v4.1 | W/m2 | -24.908 | -19.1 | -5.808 | 36.943 | 34.785 | 16.068 | 0.914 |
| FLDS global ceres_ebaf_surface_v4.1 | W/m2 | 355.732 | 354.672 | 1.06 | 64.917 | 64.893 | 10.886 | 0.986 |
| FLDSC global ceres_ebaf_surface_v4.1 | W/m2 | 330.213 | 327.784 | 2.428 | 74.858 | 75.108 | 7.802 | 0.995 |
| FLNS global ceres_ebaf_surface_v4.1 | W/m2 | 52.076 | 52.976 | -0.9 | 23.267 | 21.759 | 10.946 | 0.885 |
| FLNSC global ceres_ebaf_surface_v4.1 | W/m2 | 77.125 | 79.342 | -2.217 | 19.39 | 21.262 | 8.46 | 0.923 |
| FSDS global ceres_ebaf_surface_v4.1 | W/m2 | 172.051 | 178.531 | -6.48 | 85.872 | 85.248 | 20.782 | 0.973 |
| FSDSC global ceres_ebaf_surface_v4.1 | W/m2 | 227.873 | 229.758 | -1.885 | 98.241 | 97.669 | 5.858 | 0.998 |
| FSNS global ceres_ebaf_surface_v4.1 | W/m2 | 152.372 | 158.674 | -6.302 | 77.148 | 76.909 | 18.071 | 0.976 |
| FSNSC global ceres_ebaf_surface_v4.1 | W/m2 | 202.329 | 204.14 | -1.811 | 90.927 | 90.534 | 8.557 | 0.996 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.0 | dimensionless | 0.146 | 0.139 | 0.007 | 0.185 | 0.179 | 0.028 | 0.989 |
| SWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | -49.957 | -47.5 | -2.457 | 37.057 | 33.225 | 17.243 | 0.888 |
| LWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | 25.049 | 28.724 | -3.675 | 18.996 | 15.004 | 10.589 | 0.855 |
| NETCF_SRF global ceres_ebaf_surface_v4.0 | W/m2 | -24.908 | -18.776 | -6.132 | 36.943 | 35.206 | 15.58 | 0.922 |
| FLDS global ceres_ebaf_surface_v4.0 | W/m2 | 355.732 | 354.524 | 1.208 | 64.917 | 64.936 | 10.888 | 0.986 |
| FLDSC global ceres_ebaf_surface_v4.0 | W/m2 | 330.213 | 325.097 | 5.116 | 74.858 | 76.612 | 9.552 | 0.995 |
| FLNS global ceres_ebaf_surface_v4.0 | W/m2 | 52.076 | 52.948 | -0.872 | 23.267 | 21.684 | 10.987 | 0.884 |
| FLNSC global ceres_ebaf_surface_v4.0 | W/m2 | 77.125 | 81.672 | -4.547 | 19.39 | 21.849 | 9.295 | 0.93 |
| FSDS global ceres_ebaf_surface_v4.0 | W/m2 | 172.051 | 179.01 | -6.959 | 85.872 | 85.356 | 21.378 | 0.972 |
| FSDSC global ceres_ebaf_surface_v4.0 | W/m2 | 227.873 | 232.729 | -4.856 | 98.241 | 99.008 | 7.152 | 0.999 |
| FSNS global ceres_ebaf_surface_v4.0 | W/m2 | 152.372 | 158.97 | -6.599 | 77.148 | 76.892 | 18.385 | 0.975 |
| FSNSC global ceres_ebaf_surface_v4.0 | W/m2 | 202.329 | 206.47 | -4.142 | 90.927 | 91.574 | 8.944 | 0.996 |
| LHFLX global OAFlux | kg/m2/s | 90.108 | 89.015 | 1.093 | 61.558 | 44.76 | 31.659 | 0.931 |
| SHFLX global OAFlux | W/m2 | 21.433 | 8.916 | 12.518 | 22.221 | 9.392 | 10.563 | 0.64 |
| LHFLX global ERA-Interim | kg/m2/s | 90.108 | 86.255 | 3.853 | 61.558 | 53.52 | 18.839 | 0.958 |
| SHFLX global ERA-Interim | W/m2 | 21.433 | 18.735 | 2.699 | 22.221 | 21.379 | 9.825 | 0.907 |
| PSL global ERA-Interim | mbar | 1011.416 | 1011.175 | 0.241 | 10.141 | 8.531 | 2.881 | 0.967 |
| FSNS global ERA-Interim | W/m2 | 152.372 | 156.735 | -4.364 | 77.148 | 77.782 | 18.163 | 0.974 |
| FLNS global ERA-Interim | W/m2 | 52.076 | 55.713 | -3.638 | 23.267 | 21.907 | 8.896 | 0.937 |
| NET_FLUX_SRF global ERA-Interim | W/m2 | -11.276 | -3.968 | -7.308 | 77.734 | 74.007 | 23.174 | 0.959 |
| PRECT global ERA-Interim | mm/day | 3.103 | 2.988 | 0.115 | 3.05 | 2.804 | 1.453 | 0.881 |
| TMQ global ERA-Interim | kg/m2 | 28.568 | 25.939 | 2.63 | 15.984 | 14.967 | 3.465 | 0.992 |
| U-850mb global ERA-Interim | m/s | 1.405 | 1.139 | 0.266 | 7.181 | 5.814 | 2.302 | 0.958 |
| U-200mb global ERA-Interim | m/s | 13.492 | 12.972 | 0.519 | 16.889 | 16.052 | 4.219 | 0.969 |
| Z3-500mb global ERA-Interim | hectometer | 56.956 | 56.891 | 0.066 | 2.759 | 2.614 | 0.284 | 0.996 |
| OMEGA-200mb global ERA-Interim | mbar/day | 0.182 | 0.002 | 0.18 | 17.974 | 12.978 | 10.863 | 0.801 |
| OMEGA-500mb global ERA-Interim | mbar/day | 0.026 | -0.0 | 0.026 | 28.341 | 27.098 | 17.477 | 0.802 |
| OMEGA-850mb global ERA-Interim | mbar/day | 0.002 | 2.642 | -2.64 | 34.012 | 46.269 | 26.181 | 0.723 |
| T-850mb global ERA-Interim | K | 282.823 | 282.609 | 0.214 | 10.046 | 11.288 | 1.094 | 0.995 |
| T-200mb global ERA-Interim | K | 217.9 | 218.771 | -0.871 | 4.82 | 4.954 | 1.668 | 0.958 |
| TAUXY ocean ERA-Interim | N/m^2 | 0.089 | 0.075 | 0.014 | 0.071 | 0.058 | 0.035 | 0.886 |
| LHFLX global MERRA2 | kg/m2/s | 90.108 | 87.697 | 2.411 | 61.558 | 55.764 | 20.37 | 0.945 |
| SHFLX global MERRA2 | W/m2 | 21.433 | 20.502 | 0.931 | 22.221 | 25.724 | 11.33 | 0.899 |
| PSL global MERRA2 | mbar | 1011.416 | 1010.716 | 0.7 | 10.141 | 8.913 | 3.297 | 0.951 |
| FSNS global MERRA2 | W/m2 | 152.372 | 159.986 | -7.615 | 77.148 | 79.864 | 23.344 | 0.961 |
| FLNS global MERRA2 | W/m2 | 52.076 | 62.11 | -10.034 | 23.267 | 21.98 | 13.222 | 0.929 |
| NET_FLUX_SRF global MERRA2 | W/m2 | -11.276 | -10.324 | -0.952 | 77.734 | 75.196 | 23.657 | 0.953 |
| PRECT global MERRA2 | mm/day | 3.103 | 3.066 | 0.037 | 3.05 | 3.187 | 1.773 | 0.839 |
| TMQ global MERRA2 | kg/m2 | 28.568 | 26.551 | 2.017 | 15.984 | 15.517 | 2.926 | 0.991 |
| U-850mb global MERRA2 | m/s | 1.405 | 1.008 | 0.397 | 7.181 | 6.097 | 2.244 | 0.957 |
| U-200mb global MERRA2 | m/s | 13.492 | 13.413 | 0.079 | 16.889 | 15.666 | 4.298 | 0.968 |
| Z3-500mb global MERRA2 | hectometer | 56.956 | 56.876 | 0.08 | 2.759 | 2.613 | 0.295 | 0.996 |
| OMEGA-200mb global MERRA2 | mbar/day | 0.182 | -0.099 | 0.281 | 17.974 | 14.305 | 9.598 | 0.847 |
| OMEGA-500mb global MERRA2 | mbar/day | 0.026 | 0.038 | -0.012 | 28.341 | 29.232 | 18.49 | 0.794 |
| OMEGA-850mb global MERRA2 | mbar/day | 0.002 | -0.03 | 0.032 | 34.012 | 35.952 | 27.256 | 0.686 |
| T-850mb global MERRA2 | K | 282.823 | 279.286 | 3.537 | 10.046 | 27.292 | 16.329 | 0.491 |
| T-200mb global MERRA2 | K | 217.9 | 218.559 | -0.659 | 4.82 | 5.042 | 1.567 | 0.959 |
| TAUXY ocean MERRA2 | N/m^2 | 0.089 | 0.081 | 0.008 | 0.071 | 0.063 | 0.034 | 0.884 |
| CLDTOT_TAU1.3_ISCCP global ISCCPCOSP | % | 47.444 | 51.872 | -4.427 | 25.21 | 18.456 | 13.923 | 0.846 |
| CLDTOT_TAU1.3_9.4_ISCCP global ISCCPCOSP | % | 21.38 | 34.017 | -12.636 | 10.615 | 10.517 | 14.89 | 0.694 |
| CLDTOT_TAU9.4_ISCCP global ISCCPCOSP | % | 26.064 | 17.855 | 8.209 | 17.109 | 11.442 | 14.012 | 0.777 |
| CLDTOT_TAU1.3_MISR global MISRCOSP | % | 47.51 | 52.644 | -5.134 | 25.378 | 19.304 | 11.672 | 0.876 |
| CLDTOT_TAU1.3_9.4_MISR global MISRCOSP | % | 21.41 | 32.041 | -10.631 | 10.709 | 9.054 | 10.948 | 0.763 |
| CLDTOT_TAU9.4_MISR global MISRCOSP | % | 26.1 | 20.603 | 5.497 | 17.278 | 12.541 | 12.364 | 0.794 |
| CLDLOW_TAU1.3_MISR global MISRCOSP | % | 0.0 | 31.339 | -31.339 | 0.0 | 17.261 | 35.778 | nan |
| CLDLOW_TAU1.3_9.4_MISR global MISRCOSP | % | 0.0 | 21.148 | -21.148 | 0.0 | 9.683 | 23.259 | nan |
| CLDLOW_TAU9.4_MISR global MISRCOSP | % | 0.0 | 10.192 | -10.192 | 0.0 | 9.104 | 13.665 | nan |
| CLDTOT_TAU1.3_MODIS global MODISCOSP | % | 46.147 | 47.805 | -1.658 | 25.047 | 22.772 | 13.23 | 0.849 |
| CLDTOT_TAU1.3_9.4_MODIS global MODISCOSP | % | 20.292 | 24.402 | -4.11 | 10.499 | 10.253 | 8.291 | 0.749 |
| CLDTOT_TAU9.4_MODIS global MODISCOSP | % | 25.855 | 23.403 | 2.452 | 17.203 | 14.738 | 12.279 | 0.727 |
| CLDHGH_TAU1.3_MODIS global MODISCOSP | % | 46.147 | 26.543 | 19.604 | 25.047 | 19.117 | 26.465 | 0.727 |
| CLDHGH_TAU1.3_9.4_MODIS global MODISCOSP | % | 20.292 | 14.207 | 6.084 | 10.499 | 9.372 | 10.318 | 0.661 |
| CLDHGH_TAU9.4_MODIS global MODISCOSP | % | 25.855 | 12.335 | 13.52 | 17.203 | 10.896 | 19.04 | 0.651 |
| CLDTOT_CAL global CALIPSOCOSP | % | 60.905 | 67.217 | -6.313 | 24.022 | 17.901 | 13.474 | 0.878 |
| CLDLOW_CAL global CALIPSOCOSP | % | 33.436 | 38.022 | -4.587 | 25.4 | 19.396 | 14.108 | 0.857 |
| CLDMED_CAL global CALIPSOCOSP | % | 13.237 | 18.121 | -4.884 | 9.623 | 10.555 | 10.066 | 0.626 |
| CLDHGH_CAL global CALIPSOCOSP | % | 31.099 | 31.579 | -0.48 | 18.998 | 17.891 | 8.458 | 0.897 |
| TGCLDLWP_OCN global SSMI | g/m^2 | 54.559 | 97.429 | -42.87 | 27.483 | 30.569 | 44.14 | 0.683 |
| AODVIS global AOD_550 | dimensionless | 0.236 | 0.132 | 0.104 | 0.154 | 0.089 | 0.143 | 0.796 |
| TREFHT land ERA-Interim | DegC | 13.965 | 13.085 | 0.881 | 20.919 | 19.355 | 3.004 | 0.99 |
| TREFHT global ERA-Interim | DegC | 15.98 | 16.115 | -0.135 | 14.828 | 14.291 | 1.388 | 0.996 |
| TREFHT land MERRA2 | DegC | 13.965 | 12.831 | 1.134 | 20.919 | 20.272 | 2.702 | 0.992 |
| TREFHT global MERRA2 | DegC | 15.98 | 16.059 | -0.079 | 14.828 | 14.671 | 1.408 | 0.996 |
| PminusE global GPCP_OAFLux | mm/day | -0.011 | -0.177 | 0.166 | 3.184 | 2.885 | 1.572 | 0.892 |
| PminusE global COREv2_Flux | mm/day | -0.011 | -0.293 | 0.282 | 3.246 | 2.824 | 1.744 | 0.866 |