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 | 2.958 | 2.665 | 0.292 | 2.444 | 2.161 | 1.304 | 0.855 |
| PRECT global GPCP_v2.3 | mm/day | 2.958 | 2.685 | 0.273 | 2.444 | 2.214 | 1.214 | 0.876 |
| SST global HadISST_CL | degC | 20.117 | 20.019 | 0.099 | 8.463 | 8.43 | 0.314 | 0.999 |
| SST global HadISST_PI | degC | 20.172 | 19.645 | 0.527 | 8.409 | 8.363 | 0.674 | 0.999 |
| SST global HadISST_PD | degC | 20.117 | 20.12 | -0.003 | 8.463 | 8.458 | 0.249 | 1.0 |
| SOLIN global ceres_ebaf_toa_v4.1 | W/m2 | 342.174 | 342.235 | -0.062 | 100.085 | 100.833 | 1.818 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.1 | dimensionless | 0.318 | 0.318 | 0.0 | 0.129 | 0.13 | 0.031 | 0.971 |
| ALBEDOC global ceres_ebaf_toa_v4.1 | dimensionless | 0.182 | 0.177 | 0.005 | 0.134 | 0.129 | 0.023 | 0.986 |
| RESTOM global ceres_ebaf_toa_v4.1 | W/m2 | 0.074 | 1.984 | -1.911 | 73.589 | 73.723 | 8.486 | 0.994 |
| FLUT global ceres_ebaf_toa_v4.1 | W/m2 | 242.643 | 240.49 | 2.153 | 31.554 | 31.412 | 7.115 | 0.977 |
| FLUTC global ceres_ebaf_toa_v4.1 | W/m2 | 263.271 | 266.166 | -2.895 | 30.013 | 30.125 | 4.38 | 0.994 |
| FSNTOA global ceres_ebaf_toa_v4.1 | W/m2 | 242.618 | 242.475 | 0.143 | 95.055 | 95.222 | 11.102 | 0.993 |
| FSNTOAC global ceres_ebaf_toa_v4.1 | W/m2 | 287.282 | 288.873 | -1.59 | 104.954 | 104.19 | 6.528 | 0.998 |
| SWCF global ceres_ebaf_toa_v4.1 | W/m2 | -44.665 | -46.398 | 1.733 | 27.163 | 25.823 | 12.536 | 0.891 |
| LWCF global ceres_ebaf_toa_v4.1 | W/m2 | 20.628 | 25.676 | -5.047 | 12.339 | 12.27 | 7.626 | 0.892 |
| NETCF global ceres_ebaf_toa_v4.1 | W/m2 | -24.036 | -20.722 | -3.314 | 21.632 | 21.639 | 10.802 | 0.887 |
| SOLIN global ceres_ebaf_toa_v4.0 | W/m2 | 342.174 | 342.239 | -0.066 | 100.085 | 100.799 | 1.74 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.0 | dimensionless | 0.318 | 0.318 | -0.0 | 0.129 | 0.131 | 0.031 | 0.971 |
| ALBEDOC global ceres_ebaf_toa_v4.0 | dimensionless | 0.182 | 0.176 | 0.006 | 0.134 | 0.131 | 0.023 | 0.987 |
| RESTOM global ceres_ebaf_toa_v4.0 | W/m2 | 0.074 | 1.898 | -1.825 | 73.589 | 73.686 | 8.454 | 0.994 |
| FLUT global ceres_ebaf_toa_v4.0 | W/m2 | 242.643 | 240.463 | 2.18 | 31.554 | 31.402 | 7.103 | 0.977 |
| FLUTC global ceres_ebaf_toa_v4.0 | W/m2 | 263.271 | 268.314 | -5.043 | 30.013 | 31.663 | 6.578 | 0.992 |
| FSNTOA global ceres_ebaf_toa_v4.0 | W/m2 | 242.618 | 242.362 | 0.256 | 95.055 | 95.241 | 11.107 | 0.993 |
| FSNTOAC global ceres_ebaf_toa_v4.0 | W/m2 | 287.282 | 289.173 | -1.891 | 104.954 | 104.445 | 6.155 | 0.998 |
| SWCF global ceres_ebaf_toa_v4.0 | W/m2 | -44.665 | -46.811 | 2.146 | 27.163 | 26.11 | 12.435 | 0.895 |
| LWCF global ceres_ebaf_toa_v4.0 | W/m2 | 20.628 | 27.851 | -7.222 | 12.339 | 13.515 | 9.558 | 0.887 |
| NETCF global ceres_ebaf_toa_v4.0 | W/m2 | -24.036 | -18.961 | -5.076 | 21.632 | 21.606 | 11.714 | 0.881 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.1 | dimensionless | 0.146 | 0.139 | 0.007 | 0.184 | 0.182 | 0.031 | 0.987 |
| SWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | -48.844 | -49.53 | 0.686 | 30.322 | 28.413 | 13.356 | 0.899 |
| LWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | 25.562 | 28.371 | -2.809 | 18.651 | 15.867 | 8.473 | 0.905 |
| NETCF_SRF global ceres_ebaf_surface_v4.1 | W/m2 | -23.282 | -21.159 | -2.123 | 27.097 | 26.781 | 12.426 | 0.897 |
| FLDS global ceres_ebaf_surface_v4.1 | W/m2 | 345.138 | 345.859 | -0.721 | 66.155 | 66.988 | 10.47 | 0.988 |
| FLDSC global ceres_ebaf_surface_v4.1 | W/m2 | 318.879 | 317.15 | 1.729 | 76.908 | 78.034 | 7.251 | 0.996 |
| FLNS global ceres_ebaf_surface_v4.1 | W/m2 | 53.863 | 53.203 | 0.66 | 20.169 | 19.32 | 8.44 | 0.91 |
| FLNSC global ceres_ebaf_surface_v4.1 | W/m2 | 79.425 | 81.573 | -2.149 | 15.908 | 18.277 | 7.275 | 0.927 |
| FSDS global ceres_ebaf_surface_v4.1 | W/m2 | 187.335 | 188.303 | -0.968 | 70.168 | 68.946 | 13.768 | 0.981 |
| FSDSC global ceres_ebaf_surface_v4.1 | W/m2 | 241.586 | 243.561 | -1.975 | 73.396 | 73.319 | 6.271 | 0.997 |
| FSNS global ceres_ebaf_surface_v4.1 | W/m2 | 162.854 | 165.119 | -2.264 | 73.231 | 72.182 | 12.655 | 0.985 |
| FSNSC global ceres_ebaf_surface_v4.1 | W/m2 | 211.698 | 214.649 | -2.951 | 83.445 | 81.569 | 8.959 | 0.995 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.0 | dimensionless | 0.146 | 0.14 | 0.006 | 0.184 | 0.182 | 0.03 | 0.987 |
| SWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | -48.844 | -51.468 | 2.625 | 30.322 | 29.063 | 13.52 | 0.901 |
| LWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | 25.562 | 30.924 | -5.363 | 18.651 | 15.915 | 9.052 | 0.923 |
| NETCF_SRF global ceres_ebaf_surface_v4.0 | W/m2 | -23.282 | -20.544 | -2.738 | 27.097 | 26.47 | 12.193 | 0.902 |
| FLDS global ceres_ebaf_surface_v4.0 | W/m2 | 345.138 | 345.709 | -0.572 | 66.155 | 67.084 | 10.521 | 0.988 |
| FLDSC global ceres_ebaf_surface_v4.0 | W/m2 | 318.879 | 313.724 | 5.154 | 76.908 | 79.607 | 9.392 | 0.996 |
| FLNS global ceres_ebaf_surface_v4.0 | W/m2 | 53.863 | 53.183 | 0.68 | 20.169 | 19.187 | 8.455 | 0.909 |
| FLNSC global ceres_ebaf_surface_v4.0 | W/m2 | 79.425 | 84.107 | -4.682 | 15.908 | 19.072 | 8.431 | 0.935 |
| FSDS global ceres_ebaf_surface_v4.0 | W/m2 | 187.335 | 188.696 | -1.361 | 70.168 | 68.917 | 13.748 | 0.981 |
| FSDSC global ceres_ebaf_surface_v4.0 | W/m2 | 241.586 | 246.354 | -4.769 | 73.396 | 73.384 | 7.012 | 0.998 |
| FSNS global ceres_ebaf_surface_v4.0 | W/m2 | 162.854 | 165.299 | -2.444 | 73.231 | 72.174 | 12.62 | 0.986 |
| FSNSC global ceres_ebaf_surface_v4.0 | W/m2 | 211.698 | 216.767 | -5.069 | 83.445 | 82.033 | 9.197 | 0.996 |
| LHFLX global OAFlux | kg/m2/s | 84.553 | 92.953 | -8.399 | 55.552 | 41.012 | 23.009 | 0.93 |
| SHFLX global OAFlux | W/m2 | 19.13 | 10.917 | 8.214 | 19.875 | 11.644 | 10.26 | 0.616 |
| LHFLX global ERA-Interim | kg/m2/s | 84.553 | 81.769 | 2.784 | 55.552 | 51.333 | 13.543 | 0.972 |
| SHFLX global ERA-Interim | W/m2 | 19.13 | 16.597 | 2.533 | 19.875 | 18.853 | 7.957 | 0.925 |
| PSL global ERA-Interim | mbar | 1011.453 | 1011.255 | 0.198 | 10.535 | 8.891 | 2.586 | 0.979 |
| FSNS global ERA-Interim | W/m2 | 162.854 | 165.251 | -2.397 | 73.231 | 71.806 | 13.839 | 0.983 |
| FLNS global ERA-Interim | W/m2 | 53.863 | 56.165 | -2.302 | 20.169 | 18.935 | 7.288 | 0.939 |
| NET_FLUX_SRF global ERA-Interim | W/m2 | 5.252 | 10.72 | -5.469 | 49.38 | 47.921 | 19.279 | 0.928 |
| PRECT global ERA-Interim | mm/day | 2.958 | 2.917 | 0.041 | 2.481 | 2.6 | 1.157 | 0.897 |
| TMQ global ERA-Interim | kg/m2 | 26.125 | 24.11 | 2.015 | 15.552 | 14.87 | 2.804 | 0.993 |
| U-850mb global ERA-Interim | m/s | 1.309 | 1.173 | 0.136 | 6.36 | 5.599 | 1.488 | 0.976 |
| U-200mb global ERA-Interim | m/s | 16.353 | 15.732 | 0.62 | 12.688 | 13.145 | 3.322 | 0.969 |
| Z3-500mb global ERA-Interim | hectometer | 56.642 | 56.594 | 0.048 | 2.773 | 2.69 | 0.234 | 0.997 |
| OMEGA-200mb global ERA-Interim | mbar/day | 0.187 | 0.002 | 0.185 | 13.964 | 10.767 | 8.354 | 0.802 |
| OMEGA-500mb global ERA-Interim | mbar/day | 0.012 | -0.0 | 0.012 | 22.592 | 23.066 | 14.592 | 0.796 |
| OMEGA-850mb global ERA-Interim | mbar/day | -0.01 | 2.563 | -2.573 | 28.788 | 41.009 | 23.22 | 0.731 |
| T-850mb global ERA-Interim | K | 281.14 | 281.019 | 0.121 | 10.096 | 11.24 | 1.026 | 0.996 |
| T-200mb global ERA-Interim | K | 217.608 | 218.285 | -0.676 | 3.272 | 3.336 | 1.606 | 0.903 |
| TAUXY ocean ERA-Interim | N/m^2 | 0.075 | 0.069 | 0.006 | 0.058 | 0.055 | 0.023 | 0.918 |
| LHFLX global MERRA2 | kg/m2/s | 84.553 | 82.554 | 2.0 | 55.552 | 53.276 | 14.652 | 0.965 |
| SHFLX global MERRA2 | W/m2 | 19.13 | 18.309 | 0.821 | 19.875 | 23.25 | 9.481 | 0.916 |
| PSL global MERRA2 | mbar | 1011.453 | 1010.859 | 0.594 | 10.535 | 9.073 | 2.83 | 0.971 |
| FSNS global MERRA2 | W/m2 | 162.854 | 164.823 | -1.968 | 73.231 | 71.921 | 16.565 | 0.974 |
| FLNS global MERRA2 | W/m2 | 53.863 | 62.472 | -8.609 | 20.169 | 18.793 | 11.649 | 0.921 |
| NET_FLUX_SRF global MERRA2 | W/m2 | 5.252 | 1.488 | 3.764 | 49.38 | 43.103 | 21.736 | 0.902 |
| PRECT global MERRA2 | mm/day | 2.958 | 2.917 | 0.041 | 2.481 | 2.909 | 1.588 | 0.838 |
| TMQ global MERRA2 | kg/m2 | 26.125 | 24.618 | 1.507 | 15.552 | 15.463 | 2.399 | 0.993 |
| U-850mb global MERRA2 | m/s | 1.309 | 1.034 | 0.275 | 6.36 | 5.831 | 1.482 | 0.975 |
| U-200mb global MERRA2 | m/s | 16.353 | 16.109 | 0.244 | 12.688 | 12.851 | 3.121 | 0.97 |
| Z3-500mb global MERRA2 | hectometer | 56.642 | 56.575 | 0.067 | 2.773 | 2.685 | 0.241 | 0.997 |
| OMEGA-200mb global MERRA2 | mbar/day | 0.187 | -0.098 | 0.286 | 13.964 | 10.654 | 8.126 | 0.815 |
| OMEGA-500mb global MERRA2 | mbar/day | 0.012 | 0.053 | -0.041 | 22.592 | 25.103 | 16.955 | 0.752 |
| OMEGA-850mb global MERRA2 | mbar/day | -0.01 | 0.117 | -0.128 | 28.788 | 36.915 | 23.932 | 0.725 |
| T-850mb global MERRA2 | K | 281.14 | 277.825 | 3.315 | 10.096 | 27.127 | 15.67 | 0.545 |
| T-200mb global MERRA2 | K | 217.608 | 218.047 | -0.439 | 3.272 | 3.478 | 1.583 | 0.9 |
| TAUXY ocean MERRA2 | N/m^2 | 0.075 | 0.074 | 0.001 | 0.058 | 0.057 | 0.024 | 0.914 |
| CLDTOT_TAU1.3_ISCCP global ISCCPCOSP | % | 45.65 | 51.985 | -6.334 | 23.604 | 17.747 | 13.034 | 0.886 |
| CLDTOT_TAU1.3_9.4_ISCCP global ISCCPCOSP | % | 21.307 | 33.052 | -11.745 | 10.54 | 10.8 | 14.726 | 0.654 |
| CLDTOT_TAU9.4_ISCCP global ISCCPCOSP | % | 24.343 | 18.933 | 5.411 | 14.561 | 10.879 | 12.128 | 0.67 |
| CLDTOT_TAU1.3_MISR global MISRCOSP | % | 45.649 | 53.699 | -8.05 | 23.777 | 19.475 | 10.527 | 0.911 |
| CLDTOT_TAU1.3_9.4_MISR global MISRCOSP | % | 21.306 | 31.999 | -10.693 | 10.625 | 8.969 | 10.798 | 0.816 |
| CLDTOT_TAU9.4_MISR global MISRCOSP | % | 24.343 | 21.7 | 2.642 | 14.723 | 12.412 | 8.916 | 0.844 |
| CLDLOW_TAU1.3_MISR global MISRCOSP | % | 0.0 | 32.459 | -32.459 | 0.0 | 18.179 | 37.203 | nan |
| CLDLOW_TAU1.3_9.4_MISR global MISRCOSP | % | 0.0 | 21.391 | -21.391 | 0.0 | 10.012 | 23.618 | nan |
| CLDLOW_TAU9.4_MISR global MISRCOSP | % | 0.0 | 11.068 | -11.068 | 0.0 | 9.369 | 14.501 | nan |
| CLDTOT_TAU1.3_MODIS global MODISCOSP | % | 44.342 | 48.833 | -4.491 | 23.42 | 20.924 | 11.483 | 0.892 |
| CLDTOT_TAU1.3_9.4_MODIS global MODISCOSP | % | 20.207 | 24.965 | -4.758 | 10.339 | 9.399 | 8.708 | 0.731 |
| CLDTOT_TAU9.4_MODIS global MODISCOSP | % | 24.135 | 23.867 | 0.267 | 14.649 | 13.976 | 8.896 | 0.808 |
| CLDHGH_TAU1.3_MODIS global MODISCOSP | % | 44.342 | 27.817 | 16.525 | 23.42 | 19.677 | 21.807 | 0.796 |
| CLDHGH_TAU1.3_9.4_MODIS global MODISCOSP | % | 20.207 | 14.646 | 5.561 | 10.339 | 9.547 | 8.883 | 0.76 |
| CLDHGH_TAU9.4_MODIS global MODISCOSP | % | 24.135 | 13.171 | 10.964 | 14.649 | 11.562 | 15.33 | 0.689 |
| CLDTOT_CAL global CALIPSOCOSP | % | 59.658 | 67.163 | -7.505 | 21.485 | 16.867 | 12.339 | 0.897 |
| CLDLOW_CAL global CALIPSOCOSP | % | 32.936 | 38.637 | -5.701 | 24.414 | 19.87 | 13.161 | 0.88 |
| CLDMED_CAL global CALIPSOCOSP | % | 12.885 | 17.779 | -4.893 | 7.947 | 10.412 | 8.159 | 0.784 |
| CLDHGH_CAL global CALIPSOCOSP | % | 30.565 | 31.113 | -0.548 | 15.049 | 15.014 | 7.041 | 0.891 |
| AODVIS global AOD_550 | dimensionless | 0.207 | 0.132 | 0.075 | 0.104 | 0.089 | 0.099 | 0.788 |
| TREFHT land ERA-Interim | DegC | 8.969 | 8.6 | 0.368 | 19.235 | 17.848 | 2.797 | 0.99 |
| TREFHT global ERA-Interim | DegC | 14.343 | 14.456 | -0.113 | 14.355 | 14.16 | 1.289 | 0.996 |
| TREFHT land MERRA2 | DegC | 8.969 | 8.091 | 0.877 | 19.235 | 18.842 | 2.585 | 0.991 |
| TREFHT global MERRA2 | DegC | 14.343 | 14.386 | -0.043 | 14.355 | 14.551 | 1.337 | 0.996 |
| PminusE global GPCP_OAFLux | mm/day | 0.036 | -0.1 | 0.136 | 2.453 | 2.41 | 1.2 | 0.894 |
| PminusE global COREv2_Flux | mm/day | 0.036 | -0.282 | 0.317 | 2.507 | 2.356 | 1.369 | 0.86 |