Test: control
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 | 3.23 | 2.665 | 0.565 | 2.647 | 2.161 | 1.295 | 0.902 |
| PRECT global GPCP_v2.3 | mm/day | 3.23 | 2.685 | 0.545 | 2.647 | 2.214 | 1.222 | 0.914 |
| SST global HadISST_CL | degC | 19.877 | 19.933 | -0.056 | 8.572 | 8.524 | 0.224 | 1.0 |
| SST global HadISST_PI | degC | 19.99 | 19.62 | 0.37 | 8.462 | 8.396 | 0.502 | 0.999 |
| SST global HadISST_PD | degC | 19.877 | 20.035 | -0.158 | 8.572 | 8.553 | 0.331 | 0.999 |
| SOLIN global ceres_ebaf_toa_v4.1 | W/m2 | 342.171 | 342.235 | -0.065 | 100.09 | 100.833 | 1.775 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.1 | dimensionless | 0.328 | 0.318 | 0.01 | 0.119 | 0.13 | 0.041 | 0.952 |
| ALBEDOC global ceres_ebaf_toa_v4.1 | dimensionless | 0.172 | 0.177 | -0.005 | 0.139 | 0.129 | 0.025 | 0.986 |
| RESTOM global ceres_ebaf_toa_v4.1 | W/m2 | -5.125 | 1.984 | -7.109 | 69.851 | 73.723 | 14.329 | 0.986 |
| FLUT global ceres_ebaf_toa_v4.1 | W/m2 | 243.596 | 240.49 | 3.106 | 31.159 | 31.412 | 7.185 | 0.979 |
| FLUTC global ceres_ebaf_toa_v4.1 | W/m2 | 263.781 | 266.166 | -2.385 | 30.625 | 30.125 | 4.284 | 0.993 |
| FSNTOA global ceres_ebaf_toa_v4.1 | W/m2 | 238.4 | 242.475 | -4.075 | 91.008 | 95.222 | 15.14 | 0.989 |
| FSNTOAC global ceres_ebaf_toa_v4.1 | W/m2 | 290.884 | 288.873 | 2.012 | 105.577 | 104.19 | 6.464 | 0.998 |
| SWCF global ceres_ebaf_toa_v4.1 | W/m2 | -52.484 | -46.398 | -6.086 | 28.449 | 25.823 | 16.746 | 0.839 |
| LWCF global ceres_ebaf_toa_v4.1 | W/m2 | 20.185 | 25.676 | -5.491 | 11.608 | 12.27 | 7.536 | 0.908 |
| NETCF global ceres_ebaf_toa_v4.1 | W/m2 | -32.299 | -20.722 | -11.577 | 23.215 | 21.639 | 17.989 | 0.814 |
| SOLIN global ceres_ebaf_toa_v4.0 | W/m2 | 342.171 | 342.239 | -0.069 | 100.09 | 100.799 | 1.695 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.0 | dimensionless | 0.328 | 0.318 | 0.01 | 0.119 | 0.131 | 0.041 | 0.952 |
| ALBEDOC global ceres_ebaf_toa_v4.0 | dimensionless | 0.172 | 0.176 | -0.004 | 0.139 | 0.131 | 0.023 | 0.987 |
| RESTOM global ceres_ebaf_toa_v4.0 | W/m2 | -5.125 | 1.898 | -7.023 | 69.851 | 73.686 | 14.323 | 0.986 |
| FLUT global ceres_ebaf_toa_v4.0 | W/m2 | 243.596 | 240.463 | 3.132 | 31.159 | 31.402 | 7.143 | 0.979 |
| FLUTC global ceres_ebaf_toa_v4.0 | W/m2 | 263.781 | 268.314 | -4.533 | 30.625 | 31.663 | 6.088 | 0.992 |
| FSNTOA global ceres_ebaf_toa_v4.0 | W/m2 | 238.4 | 242.362 | -3.962 | 91.008 | 95.241 | 15.123 | 0.989 |
| FSNTOAC global ceres_ebaf_toa_v4.0 | W/m2 | 290.884 | 289.173 | 1.711 | 105.577 | 104.445 | 5.95 | 0.999 |
| SWCF global ceres_ebaf_toa_v4.0 | W/m2 | -52.484 | -46.811 | -5.673 | 28.449 | 26.11 | 16.401 | 0.844 |
| LWCF global ceres_ebaf_toa_v4.0 | W/m2 | 20.185 | 27.851 | -7.666 | 11.608 | 13.515 | 9.55 | 0.908 |
| NETCF global ceres_ebaf_toa_v4.0 | W/m2 | -32.299 | -18.961 | -13.338 | 23.215 | 21.606 | 19.649 | 0.795 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.1 | dimensionless | 0.147 | 0.139 | 0.008 | 0.19 | 0.182 | 0.036 | 0.983 |
| SWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | -57.906 | -49.53 | -8.376 | 31.595 | 28.413 | 19.132 | 0.841 |
| LWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | 29.27 | 28.371 | 0.899 | 17.998 | 15.867 | 9.554 | 0.85 |
| NETCF_SRF global ceres_ebaf_surface_v4.1 | W/m2 | -28.636 | -21.159 | -7.477 | 29.556 | 26.781 | 16.544 | 0.867 |
| FLDS global ceres_ebaf_surface_v4.1 | W/m2 | 347.924 | 345.859 | 2.065 | 71.113 | 66.988 | 10.894 | 0.99 |
| FLDSC global ceres_ebaf_surface_v4.1 | W/m2 | 318.033 | 317.15 | 0.883 | 79.821 | 78.034 | 6.92 | 0.996 |
| FLNS global ceres_ebaf_surface_v4.1 | W/m2 | 52.96 | 53.203 | -0.243 | 23.398 | 19.32 | 11.227 | 0.879 |
| FLNSC global ceres_ebaf_surface_v4.1 | W/m2 | 82.229 | 81.573 | 0.656 | 19.087 | 18.277 | 6.97 | 0.932 |
| FSDS global ceres_ebaf_surface_v4.1 | W/m2 | 183.754 | 188.303 | -4.549 | 67.313 | 68.946 | 18.705 | 0.965 |
| FSDSC global ceres_ebaf_surface_v4.1 | W/m2 | 247.438 | 243.561 | 3.877 | 73.622 | 73.319 | 7.647 | 0.996 |
| FSNS global ceres_ebaf_surface_v4.1 | W/m2 | 159.118 | 165.119 | -6.001 | 69.153 | 72.182 | 17.42 | 0.974 |
| FSNSC global ceres_ebaf_surface_v4.1 | W/m2 | 217.024 | 214.649 | 2.375 | 84.31 | 81.569 | 9.009 | 0.995 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.0 | dimensionless | 0.147 | 0.14 | 0.007 | 0.19 | 0.182 | 0.036 | 0.983 |
| SWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | -57.906 | -51.468 | -6.437 | 31.595 | 29.063 | 18.239 | 0.845 |
| LWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | 29.27 | 30.924 | -1.654 | 17.998 | 15.915 | 9.029 | 0.87 |
| NETCF_SRF global ceres_ebaf_surface_v4.0 | W/m2 | -28.636 | -20.544 | -8.092 | 29.556 | 26.47 | 16.356 | 0.877 |
| FLDS global ceres_ebaf_surface_v4.0 | W/m2 | 347.924 | 345.709 | 2.214 | 71.113 | 67.084 | 10.829 | 0.99 |
| FLDSC global ceres_ebaf_surface_v4.0 | W/m2 | 318.033 | 313.724 | 4.308 | 79.821 | 79.607 | 7.999 | 0.996 |
| FLNS global ceres_ebaf_surface_v4.0 | W/m2 | 52.96 | 53.183 | -0.223 | 23.398 | 19.187 | 11.197 | 0.88 |
| FLNSC global ceres_ebaf_surface_v4.0 | W/m2 | 82.229 | 84.107 | -1.877 | 19.087 | 19.072 | 6.798 | 0.941 |
| FSDS global ceres_ebaf_surface_v4.0 | W/m2 | 183.754 | 188.696 | -4.942 | 67.313 | 68.917 | 18.571 | 0.966 |
| FSDSC global ceres_ebaf_surface_v4.0 | W/m2 | 247.438 | 246.354 | 1.083 | 73.622 | 73.384 | 5.537 | 0.997 |
| FSNS global ceres_ebaf_surface_v4.0 | W/m2 | 159.118 | 165.299 | -6.181 | 69.153 | 72.174 | 17.355 | 0.975 |
| FSNSC global ceres_ebaf_surface_v4.0 | W/m2 | 217.024 | 216.767 | 0.257 | 84.31 | 82.033 | 7.757 | 0.996 |
| LHFLX global OAFlux | kg/m2/s | 92.588 | 92.953 | -0.365 | 58.001 | 41.012 | 30.013 | 0.931 |
| SHFLX global OAFlux | W/m2 | 15.013 | 10.917 | 4.096 | 20.649 | 11.644 | 10.069 | 0.61 |
| LHFLX global ERA-Interim | kg/m2/s | 92.588 | 81.769 | 10.818 | 58.001 | 51.333 | 18.69 | 0.968 |
| SHFLX global ERA-Interim | W/m2 | 15.013 | 16.597 | -1.584 | 20.649 | 18.853 | 7.944 | 0.926 |
| PSL global ERA-Interim | mbar | 1011.197 | 1011.255 | -0.058 | 6.944 | 8.891 | 3.142 | 0.951 |
| FSNS global ERA-Interim | W/m2 | 159.118 | 165.251 | -6.133 | 69.153 | 71.806 | 17.494 | 0.974 |
| FLNS global ERA-Interim | W/m2 | 52.96 | 56.165 | -3.205 | 23.398 | 18.935 | 9.941 | 0.923 |
| NET_FLUX_SRF global ERA-Interim | W/m2 | -1.527 | 10.72 | -12.247 | 49.714 | 47.921 | 23.518 | 0.916 |
| PRECT global ERA-Interim | mm/day | 3.23 | 2.917 | 0.313 | 2.692 | 2.6 | 0.951 | 0.943 |
| TMQ global ERA-Interim | kg/m2 | 25.038 | 24.11 | 0.928 | 15.287 | 14.87 | 1.842 | 0.995 |
| U-850mb global ERA-Interim | m/s | 0.695 | 1.173 | -0.478 | 5.211 | 5.599 | 1.525 | 0.969 |
| U-200mb global ERA-Interim | m/s | 16.373 | 15.732 | 0.641 | 12.973 | 13.145 | 3.264 | 0.97 |
| Z3-500mb global ERA-Interim | hectometer | 56.559 | 56.594 | -0.035 | 2.581 | 2.69 | 0.226 | 0.997 |
| OMEGA-200mb global ERA-Interim | mbar/day | 0.15 | 0.002 | 0.148 | 12.672 | 10.767 | 7.237 | 0.821 |
| OMEGA-500mb global ERA-Interim | mbar/day | 0.012 | -0.0 | 0.012 | 23.791 | 23.066 | 14.227 | 0.816 |
| OMEGA-850mb global ERA-Interim | mbar/day | -0.131 | 2.563 | -2.694 | 30.369 | 41.009 | 22.231 | 0.767 |
| T-850mb global ERA-Interim | K | 280.627 | 281.019 | -0.392 | 11.087 | 11.24 | 1.49 | 0.996 |
| T-200mb global ERA-Interim | K | 217.232 | 218.285 | -1.053 | 3.081 | 3.336 | 1.7 | 0.916 |
| TAUXY ocean ERA-Interim | N/m^2 | 0.081 | 0.069 | 0.011 | 0.052 | 0.055 | 0.029 | 0.867 |
| LHFLX global MERRA2 | kg/m2/s | 92.588 | 82.554 | 10.034 | 58.001 | 53.276 | 18.866 | 0.962 |
| SHFLX global MERRA2 | W/m2 | 15.013 | 18.309 | -3.296 | 20.649 | 23.25 | 11.18 | 0.888 |
| PSL global MERRA2 | mbar | 1011.197 | 1010.859 | 0.338 | 6.944 | 9.073 | 3.466 | 0.942 |
| FSNS global MERRA2 | W/m2 | 159.118 | 164.823 | -5.704 | 69.153 | 71.921 | 20.086 | 0.963 |
| FLNS global MERRA2 | W/m2 | 52.96 | 62.472 | -9.513 | 23.398 | 18.793 | 14.4 | 0.891 |
| NET_FLUX_SRF global MERRA2 | W/m2 | -1.527 | 1.488 | -3.015 | 49.714 | 43.103 | 24.526 | 0.872 |
| PRECT global MERRA2 | mm/day | 3.23 | 2.917 | 0.313 | 2.692 | 2.909 | 1.696 | 0.826 |
| TMQ global MERRA2 | kg/m2 | 25.038 | 24.618 | 0.42 | 15.287 | 15.463 | 1.626 | 0.995 |
| U-850mb global MERRA2 | m/s | 0.695 | 1.034 | -0.34 | 5.211 | 5.831 | 1.57 | 0.969 |
| U-200mb global MERRA2 | m/s | 16.373 | 16.109 | 0.264 | 12.973 | 12.851 | 3.262 | 0.968 |
| Z3-500mb global MERRA2 | hectometer | 56.559 | 56.575 | -0.016 | 2.581 | 2.685 | 0.232 | 0.997 |
| OMEGA-200mb global MERRA2 | mbar/day | 0.15 | -0.098 | 0.248 | 12.672 | 10.654 | 7.466 | 0.809 |
| OMEGA-500mb global MERRA2 | mbar/day | 0.012 | 0.053 | -0.042 | 23.791 | 25.103 | 16.993 | 0.76 |
| OMEGA-850mb global MERRA2 | mbar/day | -0.131 | 0.117 | -0.248 | 30.369 | 36.915 | 23.304 | 0.75 |
| T-850mb global MERRA2 | K | 280.627 | 277.825 | 2.802 | 11.087 | 27.127 | 15.113 | 0.561 |
| T-200mb global MERRA2 | K | 217.232 | 218.047 | -0.816 | 3.081 | 3.478 | 1.684 | 0.906 |
| TAUXY ocean MERRA2 | N/m^2 | 0.081 | 0.075 | 0.006 | 0.052 | 0.057 | 0.03 | 0.859 |
| CLDTOT_TAU1.3_ISCCP global ISCCPCOSP | % | 52.324 | 51.985 | 0.34 | 22.22 | 17.747 | 13.099 | 0.808 |
| CLDTOT_TAU1.3_9.4_ISCCP global ISCCPCOSP | % | 26.106 | 33.052 | -6.946 | 12.972 | 10.8 | 13.456 | 0.543 |
| CLDTOT_TAU9.4_ISCCP global ISCCPCOSP | % | 26.219 | 18.933 | 7.286 | 13.729 | 10.879 | 15.123 | 0.44 |
| CLDTOT_TAU1.3_MISR global MISRCOSP | % | 52.324 | 53.699 | -1.376 | 22.393 | 19.475 | 12.878 | 0.819 |
| CLDTOT_TAU1.3_9.4_MISR global MISRCOSP | % | 26.105 | 31.999 | -5.894 | 13.076 | 8.969 | 8.419 | 0.654 |
| CLDTOT_TAU9.4_MISR global MISRCOSP | % | 26.219 | 21.7 | 4.518 | 13.905 | 12.412 | 13.035 | 0.657 |
| 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 | % | 48.751 | 48.833 | -0.082 | 21.776 | 20.924 | 12.583 | 0.827 |
| CLDTOT_TAU1.3_9.4_MODIS global MODISCOSP | % | 24.541 | 24.965 | -0.424 | 12.522 | 9.399 | 9.544 | 0.655 |
| CLDTOT_TAU9.4_MODIS global MODISCOSP | % | 24.21 | 23.867 | 0.342 | 13.664 | 13.976 | 11.931 | 0.628 |
| CLDHGH_TAU1.3_MODIS global MODISCOSP | % | 48.751 | 27.817 | 20.934 | 21.776 | 19.677 | 25.891 | 0.734 |
| CLDHGH_TAU1.3_9.4_MODIS global MODISCOSP | % | 24.541 | 14.646 | 9.895 | 12.522 | 9.547 | 13.395 | 0.696 |
| CLDHGH_TAU9.4_MODIS global MODISCOSP | % | 24.21 | 13.171 | 11.039 | 13.664 | 11.562 | 17.164 | 0.467 |
| CLDTOT_CAL global CALIPSOCOSP | % | 62.469 | 67.163 | -4.694 | 21.66 | 16.867 | 13.246 | 0.817 |
| CLDLOW_CAL global CALIPSOCOSP | % | 41.401 | 38.637 | 2.764 | 23.69 | 19.87 | 12.18 | 0.866 |
| CLDMED_CAL global CALIPSOCOSP | % | 11.119 | 17.779 | -6.659 | 8.104 | 10.412 | 9.074 | 0.808 |
| CLDHGH_CAL global CALIPSOCOSP | % | 25.157 | 31.113 | -5.956 | 15.541 | 15.014 | 9.606 | 0.874 |
| AODVIS global AOD_550 | dimensionless | 0.104 | 0.132 | -0.028 | 0.074 | 0.089 | 0.072 | 0.686 |
| TREFHT land ERA-Interim | DegC | 11.111 | 8.506 | 2.605 | 19.111 | 17.915 | 3.143 | 0.993 |
| TREFHT global ERA-Interim | DegC | 15.046 | 14.456 | 0.59 | 14.294 | 14.16 | 1.354 | 0.996 |
| TREFHT land MERRA2 | DegC | 11.111 | 7.958 | 3.153 | 19.111 | 18.879 | 3.559 | 0.993 |
| TREFHT global MERRA2 | DegC | 15.046 | 14.386 | 0.66 | 14.294 | 14.551 | 1.756 | 0.994 |
| PminusE global GPCP_OAFLux | mm/day | 0.03 | -0.1 | 0.131 | 2.726 | 2.41 | 1.303 | 0.915 |
| PminusE global COREv2_Flux | mm/day | 0.03 | -0.282 | 0.312 | 2.789 | 2.356 | 1.451 | 0.896 |