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 | 3.008 | 2.648 | 0.36 | 2.19 | 2.04 | 1.248 | 0.843 |
| PRECT global GPCP_v2.3 | mm/day | 3.008 | 2.664 | 0.344 | 2.19 | 2.066 | 1.1 | 0.881 |
| SST global HadISST_CL | degC | 19.183 | 19.935 | -0.752 | 9.287 | 8.967 | 3.728 | 0.921 |
| SST global HadISST_PI | degC | 19.222 | 19.574 | -0.352 | 9.257 | 8.891 | 3.662 | 0.92 |
| SST global HadISST_PD | degC | 19.183 | 20.01 | -0.827 | 9.287 | 8.991 | 3.751 | 0.92 |
| SOLIN global ceres_ebaf_toa_v4.1 | W/m2 | 338.251 | 338.181 | 0.07 | 100.511 | 101.37 | 1.978 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.1 | dimensionless | 0.304 | 0.319 | -0.015 | 0.144 | 0.134 | 0.04 | 0.966 |
| ALBEDOC global ceres_ebaf_toa_v4.1 | dimensionless | 0.177 | 0.185 | -0.008 | 0.142 | 0.139 | 0.03 | 0.979 |
| RESTOM global ceres_ebaf_toa_v4.1 | W/m2 | 3.723 | 1.447 | 2.276 | 72.872 | 72.038 | 10.9 | 0.989 |
| FLUT global ceres_ebaf_toa_v4.1 | W/m2 | 242.036 | 239.311 | 2.726 | 32.481 | 30.957 | 9.028 | 0.964 |
| FLUTC global ceres_ebaf_toa_v4.1 | W/m2 | 262.188 | 265.385 | -3.197 | 31.054 | 31.357 | 5.043 | 0.992 |
| FSNTOA global ceres_ebaf_toa_v4.1 | W/m2 | 245.661 | 240.758 | 4.903 | 98.605 | 94.641 | 14.869 | 0.99 |
| FSNTOAC global ceres_ebaf_toa_v4.1 | W/m2 | 286.165 | 283.237 | 2.928 | 101.349 | 100.049 | 9.526 | 0.996 |
| SWCF global ceres_ebaf_toa_v4.1 | W/m2 | -40.504 | -42.479 | 1.975 | 26.078 | 22.041 | 13.614 | 0.856 |
| LWCF global ceres_ebaf_toa_v4.1 | W/m2 | 20.152 | 26.074 | -5.923 | 11.004 | 11.668 | 8.74 | 0.841 |
| NETCF global ceres_ebaf_toa_v4.1 | W/m2 | -20.352 | -16.405 | -3.948 | 20.022 | 16.883 | 11.272 | 0.85 |
| SOLIN global ceres_ebaf_toa_v4.0 | W/m2 | 338.251 | 338.193 | 0.057 | 100.511 | 101.338 | 1.9 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.0 | dimensionless | 0.304 | 0.32 | -0.015 | 0.144 | 0.134 | 0.041 | 0.966 |
| ALBEDOC global ceres_ebaf_toa_v4.0 | dimensionless | 0.177 | 0.185 | -0.007 | 0.142 | 0.141 | 0.03 | 0.98 |
| RESTOM global ceres_ebaf_toa_v4.0 | W/m2 | 3.723 | 1.421 | 2.302 | 72.872 | 72.007 | 10.902 | 0.989 |
| FLUT global ceres_ebaf_toa_v4.0 | W/m2 | 242.036 | 239.196 | 2.84 | 32.481 | 31.004 | 9.225 | 0.963 |
| FLUTC global ceres_ebaf_toa_v4.0 | W/m2 | 262.188 | 267.592 | -5.404 | 31.054 | 33.023 | 7.088 | 0.992 |
| FSNTOA global ceres_ebaf_toa_v4.0 | W/m2 | 245.661 | 240.617 | 5.044 | 98.605 | 94.624 | 14.975 | 0.99 |
| FSNTOAC global ceres_ebaf_toa_v4.0 | W/m2 | 286.165 | 283.526 | 2.639 | 101.349 | 100.51 | 9.419 | 0.996 |
| SWCF global ceres_ebaf_toa_v4.0 | W/m2 | -40.504 | -42.909 | 2.405 | 26.078 | 22.69 | 13.836 | 0.853 |
| LWCF global ceres_ebaf_toa_v4.0 | W/m2 | 20.152 | 28.396 | -8.244 | 11.004 | 13.079 | 11.218 | 0.814 |
| NETCF global ceres_ebaf_toa_v4.0 | W/m2 | -20.352 | -14.513 | -5.839 | 20.022 | 16.845 | 12.115 | 0.848 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.1 | dimensionless | 0.154 | 0.15 | 0.003 | 0.198 | 0.197 | 0.035 | 0.984 |
| SWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | -44.852 | -45.118 | 0.266 | 29.127 | 23.476 | 15.155 | 0.855 |
| LWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | 27.047 | 26.906 | 0.141 | 22.125 | 14.779 | 10.948 | 0.899 |
| NETCF_SRF global ceres_ebaf_surface_v4.1 | W/m2 | -17.805 | -18.212 | 0.407 | 26.812 | 24.353 | 12.944 | 0.876 |
| FLDS global ceres_ebaf_surface_v4.1 | W/m2 | 343.987 | 344.544 | -0.557 | 65.753 | 69.454 | 11.895 | 0.986 |
| FLDSC global ceres_ebaf_surface_v4.1 | W/m2 | 316.294 | 317.399 | -1.105 | 79.996 | 79.638 | 7.213 | 0.996 |
| FLNS global ceres_ebaf_surface_v4.1 | W/m2 | 56.81 | 54.307 | 2.503 | 23.63 | 18.906 | 12.607 | 0.854 |
| FLNSC global ceres_ebaf_surface_v4.1 | W/m2 | 83.857 | 81.213 | 2.644 | 18.493 | 18.844 | 7.032 | 0.939 |
| FSDS global ceres_ebaf_surface_v4.1 | W/m2 | 194.864 | 188.039 | 6.825 | 79.028 | 71.25 | 20.41 | 0.973 |
| FSDSC global ceres_ebaf_surface_v4.1 | W/m2 | 246.302 | 239.269 | 7.032 | 74.669 | 70.784 | 10.848 | 0.995 |
| FSNS global ceres_ebaf_surface_v4.1 | W/m2 | 169.819 | 163.619 | 6.199 | 78.805 | 71.726 | 17.495 | 0.981 |
| FSNSC global ceres_ebaf_surface_v4.1 | W/m2 | 214.671 | 208.737 | 5.934 | 80.153 | 76.734 | 12.546 | 0.991 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.0 | dimensionless | 0.154 | 0.151 | 0.003 | 0.198 | 0.197 | 0.035 | 0.984 |
| SWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | -44.852 | -47.206 | 2.354 | 29.127 | 24.633 | 15.185 | 0.857 |
| LWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | 27.047 | 29.718 | -2.671 | 22.125 | 15.36 | 10.896 | 0.903 |
| NETCF_SRF global ceres_ebaf_surface_v4.0 | W/m2 | -17.805 | -17.488 | -0.317 | 26.812 | 24.477 | 12.672 | 0.882 |
| FLDS global ceres_ebaf_surface_v4.0 | W/m2 | 343.987 | 344.332 | -0.345 | 65.753 | 69.534 | 11.978 | 0.986 |
| FLDSC global ceres_ebaf_surface_v4.0 | W/m2 | 316.294 | 313.923 | 2.371 | 79.996 | 81.064 | 7.797 | 0.996 |
| FLNS global ceres_ebaf_surface_v4.0 | W/m2 | 56.81 | 54.205 | 2.605 | 23.63 | 18.759 | 12.714 | 0.852 |
| FLNSC global ceres_ebaf_surface_v4.0 | W/m2 | 83.857 | 83.923 | -0.066 | 18.493 | 19.915 | 6.762 | 0.941 |
| FSDS global ceres_ebaf_surface_v4.0 | W/m2 | 194.864 | 188.285 | 6.58 | 79.028 | 71.333 | 20.459 | 0.972 |
| FSDSC global ceres_ebaf_surface_v4.0 | W/m2 | 246.302 | 242.222 | 4.08 | 74.669 | 71.547 | 8.471 | 0.996 |
| FSNS global ceres_ebaf_surface_v4.0 | W/m2 | 169.819 | 163.743 | 6.076 | 78.805 | 71.716 | 17.512 | 0.981 |
| FSNSC global ceres_ebaf_surface_v4.0 | W/m2 | 214.671 | 210.949 | 3.721 | 80.153 | 77.568 | 11.149 | 0.992 |
| LHFLX global OAFlux | kg/m2/s | 87.547 | 90.824 | -3.278 | 51.97 | 41.275 | 23.267 | 0.932 |
| SHFLX global OAFlux | W/m2 | 22.195 | 9.391 | 12.804 | 19.968 | 7.754 | 12.772 | 0.667 |
| LHFLX global ERA-Interim | kg/m2/s | 87.547 | 82.826 | 4.721 | 52.016 | 50.624 | 15.019 | 0.962 |
| SHFLX global ERA-Interim | W/m2 | 22.195 | 18.646 | 3.549 | 20.027 | 20.014 | 10.873 | 0.868 |
| PSL global ERA-Interim | mbar | 1011.336 | 1011.337 | -0.001 | 7.108 | 8.033 | 2.571 | 0.95 |
| FSNS global ERA-Interim | W/m2 | 169.82 | 164.498 | 5.321 | 78.821 | 70.913 | 20.764 | 0.97 |
| FLNS global ERA-Interim | W/m2 | 56.81 | 57.37 | -0.56 | 23.643 | 19.847 | 10.84 | 0.89 |
| NET_FLUX_SRF global ERA-Interim | W/m2 | 3.206 | 5.657 | -2.451 | 47.37 | 43.876 | 21.909 | 0.889 |
| PRECT global ERA-Interim | mm/day | 3.008 | 2.899 | 0.109 | 2.217 | 2.441 | 1.142 | 0.885 |
| TMQ global ERA-Interim | kg/m2 | 25.574 | 24.248 | 1.326 | 15.724 | 15.264 | 2.36 | 0.993 |
| U-850mb global ERA-Interim | m/s | 0.79 | 1.009 | -0.219 | 5.16 | 5.423 | 1.38 | 0.969 |
| U-200mb global ERA-Interim | m/s | 18.217 | 17.09 | 1.127 | 11.47 | 12.069 | 3.913 | 0.951 |
| Z3-500mb global ERA-Interim | hectometer | 56.451 | 56.582 | -0.13 | 2.552 | 2.612 | 0.237 | 0.997 |
| OMEGA-200mb global ERA-Interim | mbar/day | 0.18 | 0.002 | 0.178 | 12.829 | 9.775 | 8.818 | 0.727 |
| OMEGA-500mb global ERA-Interim | mbar/day | 0.031 | 0.001 | 0.03 | 21.374 | 22.761 | 15.056 | 0.769 |
| OMEGA-850mb global ERA-Interim | mbar/day | -0.069 | 2.817 | -2.885 | 24.555 | 44.969 | 29.88 | 0.63 |
| T-850mb global ERA-Interim | K | 278.941 | 281.007 | -2.066 | 20.861 | 11.619 | 17.692 | 0.546 |
| T-200mb global ERA-Interim | K | 217.548 | 219.008 | -1.46 | 2.406 | 2.072 | 2.064 | 0.798 |
| TAUXY ocean ERA-Interim | N/m^2 | 0.07 | 0.069 | 0.001 | 0.054 | 0.053 | 0.021 | 0.922 |
| LHFLX global MERRA2 | kg/m2/s | 87.547 | 83.468 | 4.079 | 52.193 | 52.766 | 17.356 | 0.948 |
| SHFLX global MERRA2 | W/m2 | 22.195 | 19.671 | 2.524 | 20.231 | 23.414 | 12.95 | 0.84 |
| PSL global MERRA2 | mbar | 1011.336 | 1010.968 | 0.368 | 7.112 | 8.269 | 2.734 | 0.949 |
| FSNS global MERRA2 | W/m2 | 169.82 | 163.778 | 6.041 | 78.877 | 72.819 | 20.479 | 0.97 |
| FLNS global MERRA2 | W/m2 | 56.81 | 62.67 | -5.86 | 23.691 | 19.294 | 12.49 | 0.888 |
| NET_FLUX_SRF global MERRA2 | W/m2 | 3.206 | -2.031 | 5.238 | 47.582 | 44.188 | 23.018 | 0.883 |
| PRECT global MERRA2 | mm/day | 3.008 | 2.902 | 0.106 | 2.225 | 2.767 | 1.535 | 0.833 |
| TMQ global MERRA2 | kg/m2 | 25.574 | 24.874 | 0.7 | 15.731 | 15.836 | 2.023 | 0.993 |
| U-850mb global MERRA2 | m/s | 0.794 | 0.827 | -0.033 | 5.181 | 5.695 | 1.45 | 0.969 |
| U-200mb global MERRA2 | m/s | 18.217 | 17.524 | 0.693 | 11.478 | 11.757 | 3.668 | 0.952 |
| Z3-500mb global MERRA2 | hectometer | 56.451 | 56.561 | -0.11 | 2.552 | 2.604 | 0.232 | 0.997 |
| OMEGA-200mb global MERRA2 | mbar/day | 0.18 | -0.103 | 0.283 | 12.9 | 9.943 | 9.058 | 0.715 |
| OMEGA-500mb global MERRA2 | mbar/day | 0.031 | 0.052 | -0.021 | 21.52 | 24.982 | 17.769 | 0.717 |
| OMEGA-850mb global MERRA2 | mbar/day | -0.069 | -0.042 | -0.027 | 25.804 | 33.853 | 24.479 | 0.673 |
| T-850mb global MERRA2 | K | 280.58 | 278.715 | 1.865 | 11.232 | 24.613 | 15.524 | 0.559 |
| T-200mb global MERRA2 | K | 217.548 | 218.869 | -1.321 | 2.407 | 2.019 | 1.917 | 0.817 |
| TAUXY ocean MERRA2 | N/m^2 | 0.072 | 0.072 | 0.001 | 0.054 | 0.055 | 0.024 | 0.902 |
| CLDTOT_TAU1.3_ISCCP global ISCCPCOSP | % | 45.19 | 51.181 | -5.991 | 27.523 | 17.339 | 16.284 | 0.868 |
| CLDTOT_TAU1.3_9.4_ISCCP global ISCCPCOSP | % | 24.541 | 33.925 | -9.384 | 14.927 | 10.944 | 15.672 | 0.565 |
| CLDTOT_TAU9.4_ISCCP global ISCCPCOSP | % | 20.649 | 17.256 | 3.393 | 15.412 | 10.384 | 10.929 | 0.742 |
| CLDTOT_TAU1.3_MISR global MISRCOSP | % | 45.187 | 51.892 | -6.705 | 27.656 | 19.901 | 15.342 | 0.896 |
| CLDTOT_TAU1.3_9.4_MISR global MISRCOSP | % | 24.539 | 30.973 | -6.433 | 15.011 | 8.71 | 12.085 | 0.766 |
| CLDTOT_TAU9.4_MISR global MISRCOSP | % | 20.648 | 20.919 | -0.271 | 15.515 | 12.582 | 7.997 | 0.86 |
| CLDLOW_TAU1.3_MISR global MISRCOSP | % | 0.0 | 29.841 | -29.841 | 0.0 | 15.783 | 33.757 | nan |
| CLDLOW_TAU1.3_9.4_MISR global MISRCOSP | % | 0.0 | 19.797 | -19.797 | 0.0 | 8.581 | 21.577 | nan |
| CLDLOW_TAU9.4_MISR global MISRCOSP | % | 0.0 | 10.044 | -10.044 | 0.0 | 8.084 | 12.893 | nan |
| CLDTOT_TAU1.3_MODIS global MODISCOSP | % | 43.584 | 46.896 | -3.312 | 26.94 | 21.081 | 14.31 | 0.86 |
| CLDTOT_TAU1.3_9.4_MODIS global MODISCOSP | % | 23.308 | 24.067 | -0.758 | 14.414 | 8.941 | 11.765 | 0.581 |
| CLDTOT_TAU9.4_MODIS global MODISCOSP | % | 20.275 | 22.829 | -2.554 | 15.382 | 14.466 | 10.141 | 0.785 |
| CLDHGH_TAU1.3_MODIS global MODISCOSP | % | 43.584 | 25.838 | 17.746 | 26.94 | 18.791 | 23.993 | 0.808 |
| CLDHGH_TAU1.3_9.4_MODIS global MODISCOSP | % | 23.308 | 13.391 | 9.917 | 14.414 | 8.388 | 14.245 | 0.718 |
| CLDHGH_TAU9.4_MODIS global MODISCOSP | % | 20.275 | 12.447 | 7.829 | 15.382 | 11.49 | 13.911 | 0.669 |
| CLDTOT_CAL global CALIPSOCOSP | % | 56.131 | 66.845 | -10.714 | 25.574 | 15.845 | 19.308 | 0.798 |
| CLDLOW_CAL global CALIPSOCOSP | % | 32.856 | 36.982 | -4.126 | 27.262 | 17.833 | 17.946 | 0.781 |
| CLDMED_CAL global CALIPSOCOSP | % | 13.788 | 17.924 | -4.135 | 9.426 | 10.476 | 7.407 | 0.815 |
| CLDHGH_CAL global CALIPSOCOSP | % | 23.892 | 32.759 | -8.866 | 13.568 | 14.533 | 12.767 | 0.78 |
| AODVIS global AOD_550 | dimensionless | 0.075 | 0.132 | -0.057 | 0.063 | 0.089 | 0.097 | 0.507 |
| TREFHT land ERA-Interim | DegC | 9.114 | 8.658 | 0.456 | 18.593 | 20.092 | 2.821 | 0.992 |
| TREFHT global ERA-Interim | DegC | 14.536 | 14.366 | 0.17 | 14.555 | 15.029 | 1.344 | 0.996 |
| TREFHT land MERRA2 | DegC | 9.746 | 7.657 | 2.09 | 19.315 | 20.029 | 3.478 | 0.991 |
| TREFHT global MERRA2 | DegC | 14.536 | 14.291 | 0.245 | 14.561 | 15.285 | 1.698 | 0.995 |
| PminusE global GPCP_OAFLux | mm/day | -0.018 | -0.111 | 0.094 | 2.245 | 2.261 | 1.224 | 0.867 |
| PminusE global COREv2_Flux | mm/day | -0.018 | -0.245 | 0.227 | 2.279 | 2.189 | 1.242 | 0.861 |