Test: v2+P3+SHOC
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 | 3.072 | 2.648 | 0.424 | 2.221 | 2.04 | 1.24 | 0.854 |
| PRECT global GPCP_v2.3 | mm/day | 3.072 | 2.664 | 0.408 | 2.221 | 2.066 | 1.084 | 0.893 |
| SST global HadISST_CL | degC | 19.182 | 19.935 | -0.752 | 9.288 | 8.967 | 3.729 | 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 | 19.182 | 20.01 | -0.827 | 9.288 | 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 | 0.338 | 0.319 | 0.019 | 0.126 | 0.134 | 0.051 | 0.936 |
| ALBEDOC global ceres_ebaf_toa_v4.1 | dimensionless | 0.179 | 0.185 | -0.007 | 0.143 | 0.139 | 0.03 | 0.979 |
| RESTOM global ceres_ebaf_toa_v4.1 | W/m2 | -7.17 | 1.447 | -8.617 | 67.773 | 72.038 | 17.813 | 0.977 |
| FLUT global ceres_ebaf_toa_v4.1 | W/m2 | 240.301 | 239.311 | 0.991 | 31.109 | 30.957 | 7.637 | 0.97 |
| FLUTC global ceres_ebaf_toa_v4.1 | W/m2 | 261.926 | 265.385 | -3.459 | 31.071 | 31.357 | 5.015 | 0.993 |
| FSNTOA global ceres_ebaf_toa_v4.1 | W/m2 | 233.033 | 240.758 | -7.726 | 91.391 | 94.641 | 18.981 | 0.983 |
| FSNTOAC global ceres_ebaf_toa_v4.1 | W/m2 | 285.805 | 283.237 | 2.568 | 101.409 | 100.049 | 9.46 | 0.996 |
| SWCF global ceres_ebaf_toa_v4.1 | W/m2 | -52.773 | -42.479 | -10.294 | 28.883 | 22.041 | 20.313 | 0.796 |
| LWCF global ceres_ebaf_toa_v4.1 | W/m2 | 21.625 | 26.074 | -4.45 | 10.261 | 11.668 | 7.191 | 0.875 |
| NETCF global ceres_ebaf_toa_v4.1 | W/m2 | -31.148 | -16.405 | -14.743 | 25.124 | 16.883 | 21.788 | 0.777 |
| 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 | 0.338 | 0.32 | 0.018 | 0.126 | 0.134 | 0.051 | 0.936 |
| ALBEDOC global ceres_ebaf_toa_v4.0 | dimensionless | 0.179 | 0.185 | -0.006 | 0.143 | 0.141 | 0.029 | 0.98 |
| RESTOM global ceres_ebaf_toa_v4.0 | W/m2 | -7.17 | 1.421 | -8.591 | 67.773 | 72.007 | 17.781 | 0.977 |
| FLUT global ceres_ebaf_toa_v4.0 | W/m2 | 240.301 | 239.196 | 1.105 | 31.109 | 31.004 | 7.76 | 0.969 |
| FLUTC global ceres_ebaf_toa_v4.0 | W/m2 | 261.926 | 267.592 | -5.666 | 31.071 | 33.023 | 7.159 | 0.993 |
| FSNTOA global ceres_ebaf_toa_v4.0 | W/m2 | 233.033 | 240.617 | -7.585 | 91.391 | 94.624 | 18.86 | 0.983 |
| FSNTOAC global ceres_ebaf_toa_v4.0 | W/m2 | 285.805 | 283.526 | 2.279 | 101.409 | 100.51 | 9.349 | 0.996 |
| SWCF global ceres_ebaf_toa_v4.0 | W/m2 | -52.773 | -42.909 | -9.864 | 28.883 | 22.69 | 20.001 | 0.798 |
| LWCF global ceres_ebaf_toa_v4.0 | W/m2 | 21.625 | 28.396 | -6.771 | 10.261 | 13.079 | 9.551 | 0.861 |
| NETCF global ceres_ebaf_toa_v4.0 | W/m2 | -31.148 | -14.513 | -16.635 | 25.124 | 16.845 | 23.222 | 0.771 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.1 | dimensionless | 0.155 | 0.15 | 0.005 | 0.199 | 0.197 | 0.035 | 0.985 |
| SWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | -58.769 | -45.118 | -13.652 | 32.361 | 23.476 | 24.01 | 0.795 |
| LWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | 33.093 | 26.906 | 6.187 | 20.917 | 14.779 | 12.408 | 0.874 |
| NETCF_SRF global ceres_ebaf_surface_v4.1 | W/m2 | -25.677 | -18.212 | -7.465 | 31.249 | 24.353 | 18.765 | 0.836 |
| FLDS global ceres_ebaf_surface_v4.1 | W/m2 | 349.236 | 344.544 | 4.691 | 69.001 | 69.454 | 11.916 | 0.988 |
| FLDSC global ceres_ebaf_surface_v4.1 | W/m2 | 315.488 | 317.399 | -1.911 | 80.257 | 79.638 | 7.609 | 0.996 |
| FLNS global ceres_ebaf_surface_v4.1 | W/m2 | 50.952 | 54.307 | -3.355 | 23.178 | 18.906 | 12.647 | 0.851 |
| FLNSC global ceres_ebaf_surface_v4.1 | W/m2 | 84.045 | 81.213 | 2.832 | 18.193 | 18.844 | 7.293 | 0.935 |
| FSDS global ceres_ebaf_surface_v4.1 | W/m2 | 180.043 | 188.039 | -7.997 | 73.08 | 71.25 | 24.131 | 0.951 |
| FSDSC global ceres_ebaf_surface_v4.1 | W/m2 | 246.215 | 239.269 | 6.946 | 74.59 | 70.784 | 10.797 | 0.995 |
| FSNS global ceres_ebaf_surface_v4.1 | W/m2 | 155.554 | 163.619 | -8.066 | 70.761 | 71.726 | 21.748 | 0.96 |
| FSNSC global ceres_ebaf_surface_v4.1 | W/m2 | 214.323 | 208.737 | 5.586 | 80.207 | 76.734 | 12.333 | 0.991 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.0 | dimensionless | 0.155 | 0.151 | 0.004 | 0.199 | 0.197 | 0.035 | 0.985 |
| SWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | -58.769 | -47.206 | -11.563 | 32.361 | 24.633 | 22.795 | 0.795 |
| LWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | 33.093 | 29.718 | 3.375 | 20.917 | 15.36 | 11.252 | 0.869 |
| NETCF_SRF global ceres_ebaf_surface_v4.0 | W/m2 | -25.677 | -17.488 | -8.188 | 31.249 | 24.477 | 18.493 | 0.85 |
| FLDS global ceres_ebaf_surface_v4.0 | W/m2 | 349.236 | 344.332 | 4.904 | 69.001 | 69.534 | 12.004 | 0.988 |
| FLDSC global ceres_ebaf_surface_v4.0 | W/m2 | 315.488 | 313.923 | 1.565 | 80.257 | 81.064 | 7.81 | 0.996 |
| FLNS global ceres_ebaf_surface_v4.0 | W/m2 | 50.952 | 54.205 | -3.253 | 23.178 | 18.759 | 12.663 | 0.85 |
| FLNSC global ceres_ebaf_surface_v4.0 | W/m2 | 84.045 | 83.923 | 0.122 | 18.193 | 19.915 | 7.042 | 0.936 |
| FSDS global ceres_ebaf_surface_v4.0 | W/m2 | 180.043 | 188.285 | -8.242 | 73.08 | 71.333 | 24.046 | 0.951 |
| FSDSC global ceres_ebaf_surface_v4.0 | W/m2 | 246.215 | 242.222 | 3.993 | 74.59 | 71.547 | 8.414 | 0.996 |
| FSNS global ceres_ebaf_surface_v4.0 | W/m2 | 155.554 | 163.743 | -8.189 | 70.761 | 71.716 | 21.629 | 0.961 |
| FSNSC global ceres_ebaf_surface_v4.0 | W/m2 | 214.323 | 210.949 | 3.374 | 80.207 | 77.568 | 10.997 | 0.992 |
| LHFLX global OAFlux | kg/m2/s | 89.378 | 90.824 | -1.446 | 54.209 | 41.275 | 25.819 | 0.936 |
| SHFLX global OAFlux | W/m2 | 22.994 | 9.391 | 13.603 | 19.728 | 7.754 | 13.834 | 0.653 |
| LHFLX global ERA-Interim | kg/m2/s | 89.378 | 82.826 | 6.553 | 54.253 | 50.624 | 15.636 | 0.966 |
| SHFLX global ERA-Interim | W/m2 | 22.994 | 18.646 | 4.349 | 19.79 | 20.014 | 11.535 | 0.856 |
| PSL global ERA-Interim | mbar | 1011.361 | 1011.337 | 0.024 | 6.928 | 8.033 | 2.742 | 0.943 |
| FSNS global ERA-Interim | W/m2 | 155.554 | 164.498 | -8.944 | 70.779 | 70.913 | 23.732 | 0.952 |
| FLNS global ERA-Interim | W/m2 | 50.952 | 57.37 | -6.418 | 23.191 | 19.847 | 11.827 | 0.905 |
| NET_FLUX_SRF global ERA-Interim | W/m2 | -7.831 | 5.657 | -13.488 | 46.429 | 43.876 | 28.157 | 0.852 |
| PRECT global ERA-Interim | mm/day | 3.072 | 2.899 | 0.173 | 2.247 | 2.441 | 1.093 | 0.897 |
| TMQ global ERA-Interim | kg/m2 | 25.48 | 24.248 | 1.232 | 15.638 | 15.264 | 2.234 | 0.993 |
| U-850mb global ERA-Interim | m/s | 0.782 | 1.009 | -0.227 | 5.028 | 5.423 | 1.468 | 0.966 |
| U-200mb global ERA-Interim | m/s | 18.143 | 17.09 | 1.053 | 11.403 | 12.069 | 3.743 | 0.955 |
| Z3-500mb global ERA-Interim | hectometer | 56.429 | 56.582 | -0.152 | 2.527 | 2.612 | 0.268 | 0.997 |
| OMEGA-200mb global ERA-Interim | mbar/day | 0.185 | 0.002 | 0.183 | 12.434 | 9.775 | 8.271 | 0.748 |
| OMEGA-500mb global ERA-Interim | mbar/day | 0.026 | 0.001 | 0.025 | 21.042 | 22.761 | 14.837 | 0.773 |
| OMEGA-850mb global ERA-Interim | mbar/day | -0.045 | 2.817 | -2.862 | 25.093 | 44.969 | 29.662 | 0.64 |
| T-850mb global ERA-Interim | K | 278.773 | 281.007 | -2.234 | 20.874 | 11.619 | 17.709 | 0.548 |
| T-200mb global ERA-Interim | K | 217.72 | 219.008 | -1.288 | 2.7 | 2.072 | 2.266 | 0.725 |
| TAUXY ocean ERA-Interim | N/m^2 | 0.069 | 0.069 | 0.0 | 0.051 | 0.053 | 0.024 | 0.898 |
| LHFLX global MERRA2 | kg/m2/s | 89.378 | 83.468 | 5.91 | 54.42 | 52.766 | 17.155 | 0.955 |
| SHFLX global MERRA2 | W/m2 | 22.994 | 19.671 | 3.323 | 19.997 | 23.414 | 13.57 | 0.828 |
| PSL global MERRA2 | mbar | 1011.361 | 1010.968 | 0.393 | 6.931 | 8.269 | 3.061 | 0.935 |
| FSNS global MERRA2 | W/m2 | 155.555 | 163.778 | -8.224 | 70.837 | 72.819 | 24.76 | 0.948 |
| FLNS global MERRA2 | W/m2 | 50.952 | 62.67 | -11.718 | 23.241 | 19.294 | 16.606 | 0.863 |
| NET_FLUX_SRF global MERRA2 | W/m2 | -7.831 | -2.031 | -5.8 | 46.657 | 44.188 | 26.567 | 0.838 |
| PRECT global MERRA2 | mm/day | 3.072 | 2.902 | 0.169 | 2.254 | 2.767 | 1.519 | 0.839 |
| TMQ global MERRA2 | kg/m2 | 25.48 | 24.874 | 0.606 | 15.645 | 15.836 | 1.892 | 0.994 |
| U-850mb global MERRA2 | m/s | 0.787 | 0.827 | -0.041 | 5.049 | 5.695 | 1.527 | 0.967 |
| U-200mb global MERRA2 | m/s | 18.143 | 17.524 | 0.619 | 11.411 | 11.757 | 3.496 | 0.956 |
| Z3-500mb global MERRA2 | hectometer | 56.429 | 56.561 | -0.132 | 2.527 | 2.604 | 0.264 | 0.996 |
| OMEGA-200mb global MERRA2 | mbar/day | 0.185 | -0.103 | 0.288 | 12.498 | 9.943 | 8.475 | 0.738 |
| OMEGA-500mb global MERRA2 | mbar/day | 0.026 | 0.052 | -0.026 | 21.19 | 24.982 | 17.554 | 0.723 |
| OMEGA-850mb global MERRA2 | mbar/day | -0.046 | -0.042 | -0.004 | 26.343 | 33.853 | 24.464 | 0.676 |
| T-850mb global MERRA2 | K | 280.411 | 278.715 | 1.696 | 11.269 | 24.613 | 15.532 | 0.56 |
| T-200mb global MERRA2 | K | 217.72 | 218.869 | -1.15 | 2.701 | 2.019 | 2.156 | 0.738 |
| TAUXY ocean MERRA2 | N/m^2 | 0.071 | 0.072 | -0.001 | 0.051 | 0.055 | 0.027 | 0.875 |
| CLDTOT_TAU1.3_ISCCP global ISCCPCOSP | % | 56.606 | 51.181 | 5.425 | 24.621 | 17.339 | 14.84 | 0.838 |
| CLDTOT_TAU1.3_9.4_ISCCP global ISCCPCOSP | % | 29.454 | 33.925 | -4.471 | 13.213 | 10.944 | 12.139 | 0.576 |
| CLDTOT_TAU9.4_ISCCP global ISCCPCOSP | % | 27.152 | 17.256 | 9.896 | 15.872 | 10.384 | 16.368 | 0.576 |
| CLDTOT_TAU1.3_MISR global MISRCOSP | % | 56.604 | 51.892 | 4.712 | 24.761 | 19.901 | 15.407 | 0.861 |
| CLDTOT_TAU1.3_9.4_MISR global MISRCOSP | % | 29.453 | 30.973 | -1.52 | 13.3 | 8.71 | 8.341 | 0.748 |
| CLDTOT_TAU9.4_MISR global MISRCOSP | % | 27.152 | 20.919 | 6.232 | 15.993 | 12.582 | 14.949 | 0.647 |
| 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 | % | 54.548 | 46.896 | 7.653 | 24.29 | 21.081 | 15.751 | 0.825 |
| CLDTOT_TAU1.3_9.4_MODIS global MODISCOSP | % | 27.795 | 24.067 | 3.728 | 12.88 | 8.941 | 10.87 | 0.615 |
| CLDTOT_TAU9.4_MODIS global MODISCOSP | % | 26.754 | 22.829 | 3.925 | 15.882 | 14.466 | 14.334 | 0.591 |
| CLDHGH_TAU1.3_MODIS global MODISCOSP | % | 54.548 | 25.838 | 28.711 | 24.29 | 18.791 | 31.994 | 0.815 |
| CLDHGH_TAU1.3_9.4_MODIS global MODISCOSP | % | 27.795 | 13.391 | 14.404 | 12.88 | 8.388 | 16.671 | 0.767 |
| CLDHGH_TAU9.4_MODIS global MODISCOSP | % | 26.754 | 12.447 | 14.307 | 15.882 | 11.49 | 19.979 | 0.52 |
| CLDTOT_CAL global CALIPSOCOSP | % | 66.633 | 66.845 | -0.213 | 21.89 | 15.845 | 13.341 | 0.795 |
| CLDLOW_CAL global CALIPSOCOSP | % | 45.036 | 36.982 | 8.054 | 26.341 | 17.833 | 16.136 | 0.867 |
| CLDMED_CAL global CALIPSOCOSP | % | 14.437 | 17.924 | -3.487 | 9.254 | 10.476 | 7.342 | 0.793 |
| CLDHGH_CAL global CALIPSOCOSP | % | 23.783 | 32.759 | -8.975 | 13.326 | 14.533 | 12.424 | 0.805 |
| AODVIS global AOD_550 | dimensionless | 0.079 | 0.132 | -0.052 | 0.067 | 0.089 | 0.096 | 0.501 |
| TREFHT land ERA-Interim | DegC | 8.766 | 8.658 | 0.108 | 18.622 | 20.092 | 2.799 | 0.991 |
| TREFHT global ERA-Interim | DegC | 14.338 | 14.366 | -0.029 | 14.654 | 15.029 | 1.346 | 0.996 |
| TREFHT land MERRA2 | DegC | 9.374 | 7.657 | 1.718 | 19.356 | 20.029 | 3.432 | 0.989 |
| TREFHT global MERRA2 | DegC | 14.338 | 14.291 | 0.046 | 14.66 | 15.285 | 1.702 | 0.994 |
| PminusE global GPCP_OAFLux | mm/day | -0.017 | -0.111 | 0.094 | 2.332 | 2.261 | 1.173 | 0.888 |
| PminusE global COREv2_Flux | mm/day | -0.017 | -0.245 | 0.228 | 2.365 | 2.189 | 1.187 | 0.885 |