Test: v2 plus P3 v4 (tuned)
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 | 2.986 | 2.665 | 0.32 | 2.546 | 2.161 | 1.324 | 0.863 |
| PRECT global GPCP_v2.3 | mm/day | 2.986 | 2.685 | 0.301 | 2.546 | 2.214 | 1.231 | 0.883 |
| 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 | 0.331 | 0.318 | 0.013 | 0.124 | 0.13 | 0.037 | 0.965 |
| ALBEDOC global ceres_ebaf_toa_v4.1 | dimensionless | 0.182 | 0.177 | 0.005 | 0.133 | 0.129 | 0.023 | 0.986 |
| RESTOM global ceres_ebaf_toa_v4.1 | W/m2 | -2.869 | 1.984 | -4.853 | 71.939 | 73.723 | 11.154 | 0.991 |
| FLUT global ceres_ebaf_toa_v4.1 | W/m2 | 240.662 | 240.49 | 0.171 | 31.698 | 31.412 | 7.577 | 0.971 |
| FLUTC global ceres_ebaf_toa_v4.1 | W/m2 | 263.261 | 266.166 | -2.905 | 30.122 | 30.125 | 4.346 | 0.994 |
| FSNTOA global ceres_ebaf_toa_v4.1 | W/m2 | 237.695 | 242.475 | -4.78 | 92.402 | 95.222 | 13.59 | 0.991 |
| FSNTOAC global ceres_ebaf_toa_v4.1 | W/m2 | 287.293 | 288.873 | -1.58 | 104.836 | 104.19 | 6.394 | 0.998 |
| SWCF global ceres_ebaf_toa_v4.1 | W/m2 | -49.598 | -46.398 | -3.2 | 29.224 | 25.823 | 14.397 | 0.877 |
| LWCF global ceres_ebaf_toa_v4.1 | W/m2 | 22.6 | 25.676 | -3.076 | 13.735 | 12.27 | 7.1 | 0.885 |
| NETCF global ceres_ebaf_toa_v4.1 | W/m2 | -26.999 | -20.722 | -6.277 | 23.853 | 21.639 | 13.453 | 0.868 |
| 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 | 0.331 | 0.318 | 0.013 | 0.124 | 0.131 | 0.037 | 0.965 |
| ALBEDOC global ceres_ebaf_toa_v4.0 | dimensionless | 0.182 | 0.176 | 0.006 | 0.133 | 0.131 | 0.023 | 0.986 |
| RESTOM global ceres_ebaf_toa_v4.0 | W/m2 | -2.869 | 1.898 | -4.767 | 71.939 | 73.686 | 11.115 | 0.991 |
| FLUT global ceres_ebaf_toa_v4.0 | W/m2 | 240.662 | 240.463 | 0.198 | 31.698 | 31.402 | 7.593 | 0.971 |
| FLUTC global ceres_ebaf_toa_v4.0 | W/m2 | 263.261 | 268.314 | -5.053 | 30.122 | 31.663 | 6.563 | 0.992 |
| FSNTOA global ceres_ebaf_toa_v4.0 | W/m2 | 237.695 | 242.362 | -4.667 | 92.402 | 95.241 | 13.576 | 0.991 |
| FSNTOAC global ceres_ebaf_toa_v4.0 | W/m2 | 287.293 | 289.173 | -1.88 | 104.836 | 104.445 | 6.028 | 0.999 |
| SWCF global ceres_ebaf_toa_v4.0 | W/m2 | -49.598 | -46.811 | -2.787 | 29.224 | 26.11 | 14.136 | 0.88 |
| LWCF global ceres_ebaf_toa_v4.0 | W/m2 | 22.6 | 27.851 | -5.251 | 13.735 | 13.515 | 8.348 | 0.887 |
| NETCF global ceres_ebaf_toa_v4.0 | W/m2 | -26.999 | -18.961 | -8.038 | 23.853 | 21.606 | 14.528 | 0.863 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.1 | dimensionless | 0.145 | 0.139 | 0.007 | 0.183 | 0.182 | 0.032 | 0.985 |
| SWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | -54.12 | -49.53 | -4.59 | 32.535 | 28.413 | 15.894 | 0.884 |
| LWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | 27.103 | 28.371 | -1.267 | 18.558 | 15.867 | 8.418 | 0.895 |
| NETCF_SRF global ceres_ebaf_surface_v4.1 | W/m2 | -27.016 | -21.159 | -5.857 | 29.341 | 26.781 | 14.591 | 0.891 |
| FLDS global ceres_ebaf_surface_v4.1 | W/m2 | 347.4 | 345.859 | 1.542 | 67.106 | 66.988 | 10.316 | 0.988 |
| FLDSC global ceres_ebaf_surface_v4.1 | W/m2 | 319.6 | 317.15 | 2.45 | 77.24 | 78.034 | 7.25 | 0.996 |
| FLNS global ceres_ebaf_surface_v4.1 | W/m2 | 51.976 | 53.203 | -1.226 | 20.479 | 19.32 | 8.394 | 0.915 |
| FLNSC global ceres_ebaf_surface_v4.1 | W/m2 | 79.08 | 81.573 | -2.494 | 16.376 | 18.277 | 7.23 | 0.929 |
| FSDS global ceres_ebaf_surface_v4.1 | W/m2 | 181.518 | 188.303 | -6.785 | 68.133 | 68.946 | 17.223 | 0.973 |
| FSDSC global ceres_ebaf_surface_v4.1 | W/m2 | 241.346 | 243.561 | -2.215 | 73.236 | 73.319 | 6.407 | 0.997 |
| FSNS global ceres_ebaf_surface_v4.1 | W/m2 | 157.386 | 165.119 | -7.733 | 70.316 | 72.182 | 16.088 | 0.981 |
| FSNSC global ceres_ebaf_surface_v4.1 | W/m2 | 211.506 | 214.649 | -3.143 | 83.206 | 81.569 | 8.913 | 0.995 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.0 | dimensionless | 0.145 | 0.14 | 0.005 | 0.183 | 0.182 | 0.032 | 0.985 |
| SWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | -54.12 | -51.468 | -2.651 | 32.535 | 29.063 | 15.381 | 0.885 |
| LWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | 27.103 | 30.924 | -3.821 | 18.558 | 15.915 | 8.588 | 0.912 |
| NETCF_SRF global ceres_ebaf_surface_v4.0 | W/m2 | -27.016 | -20.544 | -6.472 | 29.341 | 26.47 | 14.516 | 0.897 |
| FLDS global ceres_ebaf_surface_v4.0 | W/m2 | 347.4 | 345.709 | 1.691 | 67.106 | 67.084 | 10.341 | 0.988 |
| FLDSC global ceres_ebaf_surface_v4.0 | W/m2 | 319.6 | 313.724 | 5.876 | 77.24 | 79.607 | 9.557 | 0.996 |
| FLNS global ceres_ebaf_surface_v4.0 | W/m2 | 51.976 | 53.183 | -1.206 | 20.479 | 19.187 | 8.382 | 0.915 |
| FLNSC global ceres_ebaf_surface_v4.0 | W/m2 | 79.08 | 84.107 | -5.027 | 16.376 | 19.072 | 8.418 | 0.939 |
| FSDS global ceres_ebaf_surface_v4.0 | W/m2 | 181.518 | 188.696 | -7.178 | 68.133 | 68.917 | 17.297 | 0.974 |
| FSDSC global ceres_ebaf_surface_v4.0 | W/m2 | 241.346 | 246.354 | -5.008 | 73.236 | 73.384 | 7.197 | 0.998 |
| FSNS global ceres_ebaf_surface_v4.0 | W/m2 | 157.386 | 165.299 | -7.913 | 70.316 | 72.174 | 16.125 | 0.981 |
| FSNSC global ceres_ebaf_surface_v4.0 | W/m2 | 211.506 | 216.767 | -5.262 | 83.206 | 82.033 | 9.195 | 0.996 |
| LHFLX global OAFlux | kg/m2/s | 85.437 | 92.953 | -7.516 | 56.25 | 41.012 | 24.805 | 0.923 |
| SHFLX global OAFlux | W/m2 | 18.266 | 10.917 | 7.35 | 20.315 | 11.644 | 9.802 | 0.623 |
| LHFLX global ERA-Interim | kg/m2/s | 85.437 | 81.769 | 3.668 | 56.25 | 51.333 | 14.294 | 0.971 |
| SHFLX global ERA-Interim | W/m2 | 18.266 | 16.597 | 1.669 | 20.315 | 18.853 | 7.802 | 0.927 |
| PSL global ERA-Interim | mbar | 1011.468 | 1011.255 | 0.212 | 10.815 | 8.891 | 2.724 | 0.981 |
| FSNS global ERA-Interim | W/m2 | 157.386 | 165.251 | -7.865 | 70.316 | 71.806 | 16.588 | 0.979 |
| FLNS global ERA-Interim | W/m2 | 51.976 | 56.165 | -4.189 | 20.479 | 18.935 | 7.806 | 0.947 |
| NET_FLUX_SRF global ERA-Interim | W/m2 | 1.649 | 10.72 | -9.072 | 48.502 | 47.921 | 21.493 | 0.918 |
| PRECT global ERA-Interim | mm/day | 2.986 | 2.917 | 0.069 | 2.584 | 2.6 | 1.117 | 0.907 |
| TMQ global ERA-Interim | kg/m2 | 26.504 | 24.11 | 2.394 | 15.97 | 14.87 | 3.211 | 0.993 |
| U-850mb global ERA-Interim | m/s | 1.275 | 1.173 | 0.102 | 6.686 | 5.599 | 1.67 | 0.977 |
| U-200mb global ERA-Interim | m/s | 16.82 | 15.732 | 1.087 | 13.378 | 13.145 | 3.5 | 0.969 |
| Z3-500mb global ERA-Interim | hectometer | 56.681 | 56.594 | 0.087 | 2.827 | 2.69 | 0.246 | 0.998 |
| OMEGA-200mb global ERA-Interim | mbar/day | 0.176 | 0.002 | 0.173 | 14.554 | 10.767 | 8.81 | 0.798 |
| OMEGA-500mb global ERA-Interim | mbar/day | 0.01 | -0.0 | 0.011 | 23.453 | 23.066 | 14.069 | 0.817 |
| OMEGA-850mb global ERA-Interim | mbar/day | 0.018 | 2.563 | -2.545 | 29.855 | 41.009 | 23.157 | 0.737 |
| T-850mb global ERA-Interim | K | 281.163 | 281.019 | 0.144 | 10.202 | 11.24 | 0.977 | 0.996 |
| T-200mb global ERA-Interim | K | 217.916 | 218.285 | -0.368 | 3.378 | 3.336 | 1.463 | 0.911 |
| TAUXY ocean ERA-Interim | N/m^2 | 0.079 | 0.069 | 0.01 | 0.06 | 0.055 | 0.025 | 0.921 |
| LHFLX global MERRA2 | kg/m2/s | 85.437 | 82.554 | 2.883 | 56.25 | 53.276 | 14.904 | 0.966 |
| SHFLX global MERRA2 | W/m2 | 18.266 | 18.309 | -0.043 | 20.315 | 23.25 | 9.115 | 0.921 |
| PSL global MERRA2 | mbar | 1011.468 | 1010.859 | 0.608 | 10.815 | 9.073 | 2.978 | 0.972 |
| FSNS global MERRA2 | W/m2 | 157.386 | 164.823 | -7.437 | 70.316 | 71.921 | 18.688 | 0.971 |
| FLNS global MERRA2 | W/m2 | 51.976 | 62.472 | -10.496 | 20.479 | 18.793 | 13.244 | 0.919 |
| NET_FLUX_SRF global MERRA2 | W/m2 | 1.649 | 1.488 | 0.161 | 48.502 | 43.103 | 21.68 | 0.895 |
| PRECT global MERRA2 | mm/day | 2.986 | 2.917 | 0.069 | 2.584 | 2.909 | 1.628 | 0.831 |
| TMQ global MERRA2 | kg/m2 | 26.504 | 24.618 | 1.886 | 15.97 | 15.463 | 2.683 | 0.993 |
| U-850mb global MERRA2 | m/s | 1.275 | 1.034 | 0.24 | 6.686 | 5.831 | 1.639 | 0.975 |
| U-200mb global MERRA2 | m/s | 16.82 | 16.109 | 0.711 | 13.378 | 12.851 | 3.31 | 0.97 |
| Z3-500mb global MERRA2 | hectometer | 56.681 | 56.575 | 0.106 | 2.827 | 2.685 | 0.261 | 0.998 |
| OMEGA-200mb global MERRA2 | mbar/day | 0.176 | -0.098 | 0.274 | 14.554 | 10.654 | 8.444 | 0.819 |
| OMEGA-500mb global MERRA2 | mbar/day | 0.01 | 0.053 | -0.043 | 23.453 | 25.103 | 16.867 | 0.761 |
| OMEGA-850mb global MERRA2 | mbar/day | 0.018 | 0.117 | -0.099 | 29.855 | 36.915 | 24.146 | 0.725 |
| T-850mb global MERRA2 | K | 281.163 | 277.825 | 3.338 | 10.202 | 27.127 | 15.784 | 0.54 |
| T-200mb global MERRA2 | K | 217.916 | 218.047 | -0.131 | 3.378 | 3.478 | 1.475 | 0.909 |
| TAUXY ocean MERRA2 | N/m^2 | 0.079 | 0.074 | 0.005 | 0.06 | 0.057 | 0.024 | 0.915 |
| CLDTOT_TAU1.3_ISCCP global ISCCPCOSP | % | 49.498 | 51.985 | -2.486 | 23.356 | 17.747 | 11.729 | 0.879 |
| CLDTOT_TAU1.3_9.4_ISCCP global ISCCPCOSP | % | 22.654 | 33.052 | -10.398 | 9.83 | 10.8 | 13.396 | 0.669 |
| CLDTOT_TAU9.4_ISCCP global ISCCPCOSP | % | 26.844 | 18.933 | 7.911 | 15.374 | 10.879 | 14.292 | 0.636 |
| CLDTOT_TAU1.3_MISR global MISRCOSP | % | 49.496 | 53.699 | -4.203 | 23.541 | 19.475 | 9.442 | 0.898 |
| CLDTOT_TAU1.3_9.4_MISR global MISRCOSP | % | 22.653 | 31.999 | -9.346 | 9.928 | 8.969 | 9.052 | 0.792 |
| CLDTOT_TAU9.4_MISR global MISRCOSP | % | 26.843 | 21.7 | 5.143 | 15.556 | 12.412 | 11.588 | 0.815 |
| 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 | % | 48.114 | 48.833 | -0.719 | 23.251 | 20.924 | 11.212 | 0.877 |
| CLDTOT_TAU1.3_9.4_MODIS global MODISCOSP | % | 21.487 | 24.965 | -3.478 | 9.696 | 9.399 | 7.595 | 0.75 |
| CLDTOT_TAU9.4_MODIS global MODISCOSP | % | 26.627 | 23.867 | 2.76 | 15.484 | 13.976 | 10.567 | 0.765 |
| CLDHGH_TAU1.3_MODIS global MODISCOSP | % | 48.114 | 27.817 | 20.297 | 23.251 | 19.677 | 25.02 | 0.78 |
| CLDHGH_TAU1.3_9.4_MODIS global MODISCOSP | % | 21.487 | 14.646 | 6.841 | 9.696 | 9.547 | 9.805 | 0.734 |
| CLDHGH_TAU9.4_MODIS global MODISCOSP | % | 26.627 | 13.171 | 13.456 | 15.484 | 11.562 | 17.79 | 0.665 |
| CLDTOT_CAL global CALIPSOCOSP | % | 63.736 | 67.163 | -3.426 | 20.659 | 16.867 | 10.084 | 0.891 |
| CLDLOW_CAL global CALIPSOCOSP | % | 36.276 | 38.637 | -2.361 | 24.638 | 19.87 | 11.575 | 0.894 |
| CLDMED_CAL global CALIPSOCOSP | % | 12.741 | 17.779 | -5.037 | 7.989 | 10.412 | 8.183 | 0.79 |
| CLDHGH_CAL global CALIPSOCOSP | % | 32.572 | 31.113 | 1.459 | 16.067 | 15.014 | 7.651 | 0.886 |
| AODVIS global AOD_550 | dimensionless | 0.209 | 0.132 | 0.077 | 0.106 | 0.089 | 0.101 | 0.784 |
| TREFHT land ERA-Interim | DegC | 9.278 | 8.6 | 0.678 | 19.177 | 17.848 | 2.69 | 0.991 |
| TREFHT global ERA-Interim | DegC | 14.476 | 14.456 | 0.02 | 14.328 | 14.16 | 1.189 | 0.997 |
| TREFHT land MERRA2 | DegC | 9.278 | 8.091 | 1.187 | 19.177 | 18.842 | 2.571 | 0.992 |
| TREFHT global MERRA2 | DegC | 14.476 | 14.386 | 0.09 | 14.328 | 14.551 | 1.298 | 0.996 |
| PminusE global GPCP_OAFLux | mm/day | 0.033 | -0.1 | 0.133 | 2.593 | 2.41 | 1.277 | 0.897 |
| PminusE global COREv2_Flux | mm/day | 0.033 | -0.282 | 0.315 | 2.648 | 2.356 | 1.462 | 0.864 |