Test: v2+P3+SHOC (v2)
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 | 3.157 | 2.707 | 0.451 | 3.039 | 2.489 | 1.814 | 0.816 |
| PRECT global GPCP_v2.3 | mm/day | 3.157 | 2.715 | 0.442 | 3.039 | 2.517 | 1.825 | 0.813 |
| TREFHT land_60S90N CRU | DegC | 18.869 | 19.556 | -0.687 | 9.719 | 8.253 | 2.95 | 0.95 |
| SST global HadISST_CL | degC | 19.274 | 20.083 | -0.809 | 8.862 | 8.464 | 3.906 | 0.904 |
| SST global HadISST_PI | degC | 19.403 | 19.766 | -0.363 | 8.752 | 8.358 | 3.841 | 0.901 |
| SST global HadISST_PD | degC | 19.274 | 20.185 | -0.911 | 8.862 | 8.484 | 3.937 | 0.903 |
| SOLIN global ceres_ebaf_toa_v4.1 | W/m2 | 330.38 | 330.394 | -0.014 | 139.594 | 139.049 | 0.905 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.1 | dimensionless | 0.313 | 216.391 | -216.078 | 0.141 | 40113.522 | 40114.107 | -0.008 |
| ALBEDOC global ceres_ebaf_toa_v4.1 | dimensionless | 0.176 | 2.245 | -2.069 | 0.13 | 378.065 | 378.071 | -0.002 |
| RESTOM global ceres_ebaf_toa_v4.1 | W/m2 | -8.326 | -7.507 | -0.819 | 87.817 | 86.711 | 12.767 | 0.989 |
| FLUT global ceres_ebaf_toa_v4.1 | W/m2 | 246.627 | 243.917 | 2.711 | 35.883 | 35.456 | 9.369 | 0.968 |
| FLUTC global ceres_ebaf_toa_v4.1 | W/m2 | 266.602 | 269.581 | -2.979 | 31.303 | 31.848 | 5.024 | 0.992 |
| FSNTOA global ceres_ebaf_toa_v4.1 | W/m2 | 238.222 | 236.41 | 1.813 | 110.363 | 107.852 | 16.615 | 0.989 |
| FSNTOAC global ceres_ebaf_toa_v4.1 | W/m2 | 282.467 | 279.641 | 2.826 | 124.029 | 122.062 | 7.835 | 0.998 |
| SWCF global ceres_ebaf_toa_v4.1 | W/m2 | -44.244 | -43.231 | -1.014 | 35.271 | 29.958 | 17.412 | 0.87 |
| LWCF global ceres_ebaf_toa_v4.1 | W/m2 | 19.974 | 25.664 | -5.69 | 13.961 | 14.323 | 9.047 | 0.877 |
| NETCF global ceres_ebaf_toa_v4.1 | W/m2 | -24.27 | -17.566 | -6.704 | 30.495 | 26.942 | 15.775 | 0.884 |
| SOLIN global ceres_ebaf_toa_v4.0 | W/m2 | 330.38 | 330.4 | -0.019 | 139.594 | 139.078 | 0.866 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.0 | dimensionless | 0.313 | 0.329 | -0.016 | 0.141 | 0.236 | 0.183 | 0.633 |
| ALBEDOC global ceres_ebaf_toa_v4.0 | dimensionless | 0.176 | 0.207 | -0.031 | 0.13 | 0.336 | 0.27 | 0.663 |
| RESTOM global ceres_ebaf_toa_v4.0 | W/m2 | -8.326 | -7.603 | -0.723 | 87.817 | 86.712 | 12.769 | 0.989 |
| FLUT global ceres_ebaf_toa_v4.0 | W/m2 | 246.627 | 243.915 | 2.713 | 35.883 | 35.425 | 9.371 | 0.968 |
| FLUTC global ceres_ebaf_toa_v4.0 | W/m2 | 266.602 | 271.747 | -5.146 | 31.303 | 33.214 | 7.145 | 0.99 |
| FSNTOA global ceres_ebaf_toa_v4.0 | W/m2 | 238.222 | 236.312 | 1.91 | 110.363 | 107.842 | 16.659 | 0.989 |
| FSNTOAC global ceres_ebaf_toa_v4.0 | W/m2 | 282.467 | 280.243 | 2.224 | 124.029 | 122.506 | 7.447 | 0.998 |
| SWCF global ceres_ebaf_toa_v4.0 | W/m2 | -44.244 | -43.931 | -0.314 | 35.271 | 30.602 | 17.312 | 0.871 |
| LWCF global ceres_ebaf_toa_v4.0 | W/m2 | 19.974 | 27.833 | -7.858 | 13.961 | 15.55 | 10.935 | 0.873 |
| NETCF global ceres_ebaf_toa_v4.0 | W/m2 | -24.27 | -16.098 | -8.172 | 30.495 | 26.802 | 16.477 | 0.883 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.1 | dimensionless | 0.146 | 0.138 | 0.007 | 0.183 | 0.179 | 0.029 | 0.988 |
| SWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | -48.684 | -45.466 | -3.218 | 39.657 | 32.04 | 20.001 | 0.869 |
| LWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | 27.004 | 26.366 | 0.638 | 22.266 | 15.007 | 12.169 | 0.858 |
| NETCF_SRF global ceres_ebaf_surface_v4.1 | W/m2 | -21.68 | -19.1 | -2.58 | 38.652 | 34.785 | 16.699 | 0.904 |
| FLDS global ceres_ebaf_surface_v4.1 | W/m2 | 354.31 | 354.672 | -0.362 | 62.79 | 64.893 | 12.13 | 0.983 |
| FLDSC global ceres_ebaf_surface_v4.1 | W/m2 | 326.798 | 327.784 | -0.986 | 75.012 | 75.108 | 7.642 | 0.995 |
| FLNS global ceres_ebaf_surface_v4.1 | W/m2 | 55.773 | 52.976 | 2.797 | 27.167 | 21.759 | 14.118 | 0.863 |
| FLNSC global ceres_ebaf_surface_v4.1 | W/m2 | 82.777 | 79.342 | 3.435 | 20.738 | 21.262 | 8.256 | 0.936 |
| FSDS global ceres_ebaf_surface_v4.1 | W/m2 | 182.057 | 178.531 | 3.527 | 91.572 | 85.248 | 23.01 | 0.969 |
| FSDSC global ceres_ebaf_surface_v4.1 | W/m2 | 236.671 | 229.758 | 6.913 | 102.567 | 97.669 | 11.225 | 0.997 |
| FSNS global ceres_ebaf_surface_v4.1 | W/m2 | 161.294 | 158.674 | 2.621 | 82.071 | 76.909 | 19.822 | 0.972 |
| FSNSC global ceres_ebaf_surface_v4.1 | W/m2 | 209.979 | 204.14 | 5.839 | 94.485 | 90.534 | 11.639 | 0.995 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.0 | dimensionless | 0.146 | 0.139 | 0.007 | 0.183 | 0.179 | 0.028 | 0.989 |
| SWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | -48.684 | -47.5 | -1.184 | 39.657 | 33.225 | 19.621 | 0.87 |
| LWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | 27.004 | 28.724 | -1.72 | 22.266 | 15.004 | 11.792 | 0.875 |
| NETCF_SRF global ceres_ebaf_surface_v4.0 | W/m2 | -21.68 | -18.776 | -2.904 | 38.652 | 35.206 | 16.194 | 0.911 |
| FLDS global ceres_ebaf_surface_v4.0 | W/m2 | 354.31 | 354.524 | -0.215 | 62.79 | 64.936 | 12.195 | 0.982 |
| FLDSC global ceres_ebaf_surface_v4.0 | W/m2 | 326.798 | 325.097 | 1.702 | 75.012 | 76.612 | 8.496 | 0.994 |
| FLNS global ceres_ebaf_surface_v4.0 | W/m2 | 55.773 | 52.948 | 2.825 | 27.167 | 21.684 | 14.22 | 0.861 |
| FLNSC global ceres_ebaf_surface_v4.0 | W/m2 | 82.777 | 81.672 | 1.105 | 20.738 | 21.849 | 7.72 | 0.937 |
| FSDS global ceres_ebaf_surface_v4.0 | W/m2 | 182.057 | 179.01 | 3.048 | 91.572 | 85.356 | 23.396 | 0.968 |
| FSDSC global ceres_ebaf_surface_v4.0 | W/m2 | 236.671 | 232.729 | 3.942 | 102.567 | 99.008 | 8.978 | 0.997 |
| FSNS global ceres_ebaf_surface_v4.0 | W/m2 | 161.294 | 158.97 | 2.324 | 82.071 | 76.892 | 20.005 | 0.971 |
| FSNSC global ceres_ebaf_surface_v4.0 | W/m2 | 209.979 | 206.47 | 3.508 | 94.485 | 91.574 | 9.809 | 0.996 |
| LHFLX global OAFlux | kg/m2/s | 91.769 | 89.015 | 2.754 | 58.149 | 44.76 | 28.653 | 0.939 |
| SHFLX global OAFlux | W/m2 | 23.069 | 8.916 | 14.153 | 23.151 | 9.392 | 13.397 | 0.746 |
| LHFLX global ERA-Interim | kg/m2/s | 91.769 | 86.255 | 5.514 | 58.201 | 53.882 | 18.811 | 0.951 |
| SHFLX global ERA-Interim | W/m2 | 23.069 | 18.735 | 4.334 | 23.203 | 22.13 | 11.5 | 0.891 |
| PSL global ERA-Interim | mbar | 1011.156 | 1011.175 | -0.019 | 7.402 | 8.538 | 3.167 | 0.931 |
| FSNS global ERA-Interim | W/m2 | 161.295 | 156.736 | 4.559 | 82.088 | 77.849 | 22.425 | 0.964 |
| FLNS global ERA-Interim | W/m2 | 55.773 | 55.714 | 0.06 | 27.183 | 21.981 | 10.97 | 0.922 |
| NET_FLUX_SRF global ERA-Interim | W/m2 | -9.363 | -3.968 | -5.396 | 77.366 | 74.548 | 25.402 | 0.947 |
| PRECT global ERA-Interim | mm/day | 3.158 | 2.988 | 0.17 | 3.076 | 2.828 | 1.712 | 0.837 |
| TMQ global ERA-Interim | kg/m2 | 27.494 | 25.939 | 1.556 | 15.813 | 14.987 | 2.767 | 0.99 |
| U-850mb global ERA-Interim | m/s | 1.011 | 1.139 | -0.128 | 6.02 | 5.822 | 1.992 | 0.945 |
| U-200mb global ERA-Interim | m/s | 13.777 | 12.972 | 0.804 | 16.139 | 16.06 | 4.174 | 0.968 |
| Z3-500mb global ERA-Interim | hectometer | 56.813 | 56.891 | -0.077 | 2.553 | 2.614 | 0.251 | 0.996 |
| OMEGA-200mb global ERA-Interim | mbar/day | 0.173 | 0.002 | 0.171 | 18.309 | 13.234 | 11.413 | 0.784 |
| OMEGA-500mb global ERA-Interim | mbar/day | 0.045 | -0.0 | 0.045 | 28.635 | 28.058 | 19.305 | 0.768 |
| OMEGA-850mb global ERA-Interim | mbar/day | -0.07 | 2.642 | -2.712 | 29.674 | 50.743 | 35.176 | 0.61 |
| T-850mb global ERA-Interim | K | 280.736 | 282.609 | -1.873 | 20.51 | 11.291 | 17.979 | 0.496 |
| T-200mb global ERA-Interim | K | 217.507 | 218.771 | -1.265 | 4.799 | 4.955 | 1.864 | 0.961 |
| TAUXY ocean ERA-Interim | N/m^2 | 0.086 | 0.078 | 0.008 | 0.066 | 0.058 | 0.034 | 0.872 |
| LHFLX global MERRA2 | kg/m2/s | 91.769 | 87.698 | 4.072 | 58.456 | 55.896 | 21.252 | 0.934 |
| SHFLX global MERRA2 | W/m2 | 23.069 | 20.502 | 2.566 | 23.414 | 25.89 | 13.276 | 0.865 |
| PSL global MERRA2 | mbar | 1011.156 | 1010.716 | 0.44 | 7.406 | 8.915 | 3.447 | 0.929 |
| FSNS global MERRA2 | W/m2 | 161.295 | 159.987 | 1.308 | 82.146 | 79.893 | 24.16 | 0.956 |
| FLNS global MERRA2 | W/m2 | 55.773 | 62.11 | -6.337 | 27.24 | 22.022 | 13.287 | 0.909 |
| NET_FLUX_SRF global MERRA2 | W/m2 | -9.363 | -10.324 | 0.96 | 77.587 | 75.359 | 25.104 | 0.947 |
| PRECT global MERRA2 | mm/day | 3.158 | 3.066 | 0.091 | 3.087 | 3.212 | 2.008 | 0.798 |
| TMQ global MERRA2 | kg/m2 | 27.494 | 26.551 | 0.943 | 15.822 | 15.527 | 2.362 | 0.991 |
| U-850mb global MERRA2 | m/s | 1.017 | 1.011 | 0.006 | 6.044 | 6.112 | 2.032 | 0.944 |
| U-200mb global MERRA2 | m/s | 13.777 | 13.413 | 0.363 | 16.147 | 15.67 | 4.212 | 0.966 |
| Z3-500mb global MERRA2 | hectometer | 56.813 | 56.876 | -0.063 | 2.554 | 2.613 | 0.26 | 0.996 |
| OMEGA-200mb global MERRA2 | mbar/day | 0.173 | -0.099 | 0.272 | 18.371 | 14.385 | 10.559 | 0.819 |
| OMEGA-500mb global MERRA2 | mbar/day | 0.045 | 0.038 | 0.007 | 28.773 | 29.915 | 20.594 | 0.754 |
| OMEGA-850mb global MERRA2 | mbar/day | -0.07 | -0.03 | -0.04 | 30.975 | 38.005 | 29.496 | 0.632 |
| T-850mb global MERRA2 | K | 282.379 | 280.204 | 2.175 | 10.574 | 24.432 | 15.929 | 0.508 |
| T-200mb global MERRA2 | K | 217.507 | 218.559 | -1.052 | 4.8 | 5.042 | 1.762 | 0.96 |
| TAUXY ocean MERRA2 | N/m^2 | 0.089 | 0.082 | 0.008 | 0.067 | 0.063 | 0.036 | 0.848 |
| CLDTOT_TAU1.3_ISCCP global ISCCPCOSP | % | 47.313 | 51.872 | -4.559 | 29.199 | 18.456 | 17.597 | 0.831 |
| CLDTOT_TAU1.3_9.4_ISCCP global ISCCPCOSP | % | 22.877 | 34.017 | -11.14 | 13.434 | 10.517 | 14.966 | 0.666 |
| CLDTOT_TAU9.4_ISCCP global ISCCPCOSP | % | 24.436 | 17.855 | 6.581 | 18.983 | 11.442 | 14.286 | 0.779 |
| CLDTOT_TAU1.3_MISR global MISRCOSP | % | 47.348 | 52.644 | -5.296 | 29.332 | 19.304 | 16.337 | 0.861 |
| CLDTOT_TAU1.3_9.4_MISR global MISRCOSP | % | 22.894 | 32.041 | -9.147 | 13.532 | 9.054 | 11.726 | 0.739 |
| CLDTOT_TAU9.4_MISR global MISRCOSP | % | 24.454 | 20.603 | 3.851 | 19.111 | 12.541 | 13.087 | 0.779 |
| 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 | % | 45.731 | 47.805 | -2.074 | 28.828 | 22.772 | 14.456 | 0.869 |
| CLDTOT_TAU1.3_9.4_MODIS global MODISCOSP | % | 21.716 | 24.402 | -2.686 | 13.149 | 10.253 | 9.553 | 0.711 |
| CLDTOT_TAU9.4_MODIS global MODISCOSP | % | 24.015 | 23.403 | 0.612 | 18.987 | 14.738 | 12.485 | 0.753 |
| CLDHGH_TAU1.3_MODIS global MODISCOSP | % | 45.731 | 26.543 | 19.189 | 28.828 | 19.117 | 27.724 | 0.738 |
| CLDHGH_TAU1.3_9.4_MODIS global MODISCOSP | % | 21.716 | 14.207 | 7.509 | 13.149 | 9.372 | 12.8 | 0.62 |
| CLDHGH_TAU9.4_MODIS global MODISCOSP | % | 24.015 | 12.335 | 11.68 | 18.987 | 10.896 | 18.6 | 0.672 |
| CLDTOT_CAL global CALIPSOCOSP | % | 56.917 | 67.217 | -10.3 | 28.095 | 17.901 | 18.874 | 0.854 |
| CLDLOW_CAL global CALIPSOCOSP | % | 34.427 | 38.022 | -3.596 | 28.056 | 19.396 | 17.064 | 0.813 |
| CLDMED_CAL global CALIPSOCOSP | % | 13.796 | 18.121 | -4.325 | 10.241 | 10.555 | 9.033 | 0.712 |
| CLDHGH_CAL global CALIPSOCOSP | % | 23.324 | 31.579 | -8.255 | 17.551 | 17.891 | 11.924 | 0.879 |
| TGCLDLWP_OCN global SSMI | g/m^2 | 49.471 | 97.429 | -47.959 | 27.836 | 30.569 | 50.479 | 0.588 |
| AODVIS global AOD_550 | dimensionless | 0.09 | 0.132 | -0.042 | 0.069 | 0.089 | 0.084 | 0.601 |
| TREFHT land ERA-Interim | DegC | 14.718 | 14.287 | 0.431 | 18.439 | 20.106 | 3.178 | 0.991 |
| TREFHT global ERA-Interim | DegC | 16.428 | 16.115 | 0.313 | 13.837 | 14.303 | 1.542 | 0.995 |
| TREFHT land MERRA2 | DegC | 15.74 | 13.092 | 2.647 | 18.929 | 20.444 | 3.952 | 0.99 |
| TREFHT global MERRA2 | DegC | 16.428 | 16.059 | 0.369 | 13.843 | 14.677 | 1.956 | 0.993 |
| PminusE global GPCP_OAFLux | mm/day | -0.014 | -0.177 | 0.163 | 3.06 | 2.885 | 1.752 | 0.842 |
| PminusE global COREv2_Flux | mm/day | -0.014 | -0.293 | 0.279 | 3.105 | 2.824 | 1.85 | 0.826 |