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 | 3.002 | 2.675 | 0.328 | 2.155 | 1.922 | 1.025 | 0.893 |
| PRECT global GPCP_v2.3 | mm/day | 3.002 | 2.69 | 0.312 | 2.155 | 1.934 | 1.026 | 0.891 |
| TREFHT land_60S90N CRU | DegC | 12.949 | 12.897 | 0.052 | 12.559 | 13.107 | 1.76 | 0.992 |
| SST global HadISST_CL | degC | 20.269 | 20.186 | 0.083 | 8.313 | 8.252 | 0.286 | 0.999 |
| SST global HadISST_PI | degC | 20.269 | 19.77 | 0.499 | 8.313 | 8.237 | 0.628 | 0.999 |
| SST global HadISST_PD | degC | 20.269 | 20.275 | -0.006 | 8.313 | 8.27 | 0.217 | 1.0 |
| SOLIN global ceres_ebaf_toa_v4.1 | W/m2 | 340.263 | 340.267 | -0.004 | 72.708 | 72.726 | 0.445 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.1 | dimensionless | 0.314 | 0.314 | 0.0 | 0.118 | 0.12 | 0.028 | 0.972 |
| ALBEDOC global ceres_ebaf_toa_v4.1 | dimensionless | 0.178 | 0.176 | 0.002 | 0.121 | 0.121 | 0.02 | 0.987 |
| RESTOM global ceres_ebaf_toa_v4.1 | W/m2 | -0.488 | 0.927 | -1.415 | 55.371 | 56.014 | 7.555 | 0.991 |
| FLUT global ceres_ebaf_toa_v4.1 | W/m2 | 241.643 | 240.313 | 1.33 | 29.573 | 29.746 | 5.706 | 0.983 |
| FLUTC global ceres_ebaf_toa_v4.1 | W/m2 | 262.758 | 266.126 | -3.368 | 29.657 | 29.773 | 4.251 | 0.996 |
| FSNTOA global ceres_ebaf_toa_v4.1 | W/m2 | 241.064 | 241.24 | -0.176 | 79.721 | 80.108 | 9.425 | 0.993 |
| FSNTOAC global ceres_ebaf_toa_v4.1 | W/m2 | 285.967 | 286.549 | -0.582 | 82.942 | 82.664 | 5.594 | 0.998 |
| SWCF global ceres_ebaf_toa_v4.1 | W/m2 | -44.903 | -45.309 | 0.406 | 21.288 | 20.241 | 9.838 | 0.889 |
| LWCF global ceres_ebaf_toa_v4.1 | W/m2 | 21.114 | 25.813 | -4.698 | 10.684 | 11.0 | 6.498 | 0.915 |
| NETCF global ceres_ebaf_toa_v4.1 | W/m2 | -23.789 | -19.497 | -4.292 | 15.508 | 15.098 | 9.36 | 0.853 |
| SOLIN global ceres_ebaf_toa_v4.0 | W/m2 | 340.263 | 340.276 | -0.012 | 72.708 | 72.729 | 0.446 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.0 | dimensionless | 0.314 | 0.314 | -0.0 | 0.118 | 0.12 | 0.028 | 0.972 |
| ALBEDOC global ceres_ebaf_toa_v4.0 | dimensionless | 0.178 | 0.175 | 0.003 | 0.121 | 0.123 | 0.019 | 0.988 |
| RESTOM global ceres_ebaf_toa_v4.0 | W/m2 | -0.488 | 0.859 | -1.348 | 55.371 | 56.024 | 7.572 | 0.991 |
| FLUT global ceres_ebaf_toa_v4.0 | W/m2 | 241.643 | 240.257 | 1.386 | 29.573 | 29.761 | 5.695 | 0.983 |
| FLUTC global ceres_ebaf_toa_v4.0 | W/m2 | 262.758 | 268.249 | -5.491 | 29.657 | 31.263 | 6.473 | 0.995 |
| FSNTOA global ceres_ebaf_toa_v4.0 | W/m2 | 241.064 | 241.117 | -0.053 | 79.721 | 80.146 | 9.439 | 0.993 |
| FSNTOAC global ceres_ebaf_toa_v4.0 | W/m2 | 285.967 | 286.923 | -0.955 | 82.942 | 82.945 | 5.615 | 0.998 |
| SWCF global ceres_ebaf_toa_v4.0 | W/m2 | -44.903 | -45.806 | 0.902 | 21.288 | 20.576 | 9.872 | 0.89 |
| LWCF global ceres_ebaf_toa_v4.0 | W/m2 | 21.114 | 27.991 | -6.877 | 10.684 | 12.282 | 8.525 | 0.913 |
| NETCF global ceres_ebaf_toa_v4.0 | W/m2 | -23.789 | -17.814 | -5.975 | 15.508 | 15.115 | 10.422 | 0.845 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.1 | dimensionless | 0.148 | 0.143 | 0.005 | 0.177 | 0.173 | 0.027 | 0.989 |
| SWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | -48.93 | -48.201 | -0.729 | 23.363 | 21.71 | 10.713 | 0.89 |
| LWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | 25.078 | 27.457 | -2.379 | 17.68 | 14.402 | 7.744 | 0.914 |
| NETCF_SRF global ceres_ebaf_surface_v4.1 | W/m2 | -23.852 | -20.743 | -3.108 | 20.144 | 20.786 | 10.674 | 0.876 |
| FLDS global ceres_ebaf_surface_v4.1 | W/m2 | 345.423 | 345.466 | -0.043 | 65.158 | 66.27 | 8.935 | 0.991 |
| FLDSC global ceres_ebaf_surface_v4.1 | W/m2 | 319.075 | 317.799 | 1.276 | 76.138 | 76.288 | 6.412 | 0.997 |
| FLNS global ceres_ebaf_surface_v4.1 | W/m2 | 53.222 | 53.458 | -0.236 | 18.596 | 17.711 | 8.24 | 0.898 |
| FLNSC global ceres_ebaf_surface_v4.1 | W/m2 | 78.3 | 80.915 | -2.615 | 14.747 | 17.192 | 7.152 | 0.924 |
| FSDS global ceres_ebaf_surface_v4.1 | W/m2 | 184.83 | 186.873 | -2.043 | 57.507 | 55.401 | 12.07 | 0.978 |
| FSDSC global ceres_ebaf_surface_v4.1 | W/m2 | 239.382 | 240.978 | -1.596 | 49.871 | 48.271 | 4.795 | 0.996 |
| FSNS global ceres_ebaf_surface_v4.1 | W/m2 | 161.147 | 163.717 | -2.57 | 62.82 | 61.844 | 10.854 | 0.986 |
| FSNSC global ceres_ebaf_surface_v4.1 | W/m2 | 210.077 | 211.918 | -1.841 | 65.062 | 63.841 | 7.152 | 0.994 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.0 | dimensionless | 0.148 | 0.144 | 0.004 | 0.177 | 0.174 | 0.027 | 0.989 |
| SWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | -48.93 | -50.235 | 1.305 | 23.363 | 22.305 | 10.814 | 0.891 |
| LWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | 25.078 | 30.068 | -4.989 | 17.68 | 14.711 | 8.372 | 0.93 |
| NETCF_SRF global ceres_ebaf_surface_v4.0 | W/m2 | -23.852 | -20.167 | -3.684 | 20.144 | 20.463 | 10.39 | 0.886 |
| FLDS global ceres_ebaf_surface_v4.0 | W/m2 | 345.423 | 345.277 | 0.146 | 65.158 | 66.344 | 8.947 | 0.991 |
| FLDSC global ceres_ebaf_surface_v4.0 | W/m2 | 319.075 | 314.466 | 4.609 | 76.138 | 77.709 | 8.231 | 0.996 |
| FLNS global ceres_ebaf_surface_v4.0 | W/m2 | 53.222 | 53.408 | -0.187 | 18.596 | 17.6 | 8.261 | 0.897 |
| FLNSC global ceres_ebaf_surface_v4.0 | W/m2 | 78.3 | 83.476 | -5.176 | 14.747 | 18.046 | 8.436 | 0.937 |
| FSDS global ceres_ebaf_surface_v4.0 | W/m2 | 184.83 | 187.216 | -2.386 | 57.507 | 55.394 | 12.144 | 0.978 |
| FSDSC global ceres_ebaf_surface_v4.0 | W/m2 | 239.382 | 243.864 | -4.481 | 49.871 | 48.19 | 5.904 | 0.998 |
| FSNS global ceres_ebaf_surface_v4.0 | W/m2 | 161.147 | 163.89 | -2.743 | 62.82 | 61.838 | 10.872 | 0.986 |
| FSNSC global ceres_ebaf_surface_v4.0 | W/m2 | 210.077 | 214.125 | -4.048 | 65.062 | 64.156 | 7.646 | 0.995 |
| LHFLX global OAFlux | kg/m2/s | 86.873 | 93.697 | -6.824 | 54.845 | 37.492 | 23.324 | 0.954 |
| SHFLX global OAFlux | W/m2 | 19.953 | 10.428 | 9.525 | 17.462 | 8.383 | 8.152 | 0.746 |
| LHFLX global ERA-Interim | kg/m2/s | 86.873 | 83.172 | 3.701 | 54.845 | 50.224 | 12.42 | 0.978 |
| SHFLX global ERA-Interim | W/m2 | 19.953 | 17.459 | 2.494 | 17.462 | 16.867 | 7.14 | 0.925 |
| PSL global ERA-Interim | mbar | 1011.539 | 1011.302 | 0.238 | 9.609 | 8.141 | 2.233 | 0.982 |
| FSNS global ERA-Interim | W/m2 | 161.147 | 163.729 | -2.582 | 62.82 | 58.922 | 12.285 | 0.983 |
| FLNS global ERA-Interim | W/m2 | 53.222 | 56.192 | -2.97 | 18.596 | 18.108 | 7.223 | 0.936 |
| NET_FLUX_SRF global ERA-Interim | W/m2 | 1.052 | 6.905 | -5.853 | 32.87 | 27.254 | 16.299 | 0.888 |
| PRECT global ERA-Interim | mm/day | 3.002 | 2.925 | 0.077 | 2.181 | 2.283 | 0.979 | 0.905 |
| TMQ global ERA-Interim | kg/m2 | 26.502 | 24.41 | 2.093 | 14.851 | 14.303 | 2.646 | 0.995 |
| U-850mb global ERA-Interim | m/s | 1.248 | 1.097 | 0.151 | 6.135 | 5.397 | 1.297 | 0.982 |
| U-200mb global ERA-Interim | m/s | 16.132 | 15.687 | 0.445 | 11.88 | 12.313 | 2.767 | 0.975 |
| Z3-500mb global ERA-Interim | hectometer | 56.637 | 56.618 | 0.019 | 2.653 | 2.575 | 0.184 | 0.998 |
| OMEGA-200mb global ERA-Interim | mbar/day | 0.19 | 0.002 | 0.188 | 12.01 | 9.33 | 7.141 | 0.805 |
| OMEGA-500mb global ERA-Interim | mbar/day | 0.012 | 0.0 | 0.012 | 20.098 | 20.601 | 12.418 | 0.814 |
| OMEGA-850mb global ERA-Interim | mbar/day | -0.035 | 2.55 | -2.584 | 25.109 | 37.976 | 21.08 | 0.717 |
| T-850mb global ERA-Interim | K | 281.132 | 281.125 | 0.007 | 9.836 | 10.891 | 0.933 | 0.997 |
| T-200mb global ERA-Interim | K | 218.097 | 218.818 | -0.722 | 2.664 | 2.015 | 1.598 | 0.85 |
| TAUXY ocean ERA-Interim | N/m^2 | 0.072 | 0.067 | 0.005 | 0.055 | 0.051 | 0.019 | 0.938 |
| LHFLX global MERRA2 | kg/m2/s | 86.873 | 84.374 | 2.5 | 54.845 | 52.092 | 13.632 | 0.97 |
| SHFLX global MERRA2 | W/m2 | 19.953 | 18.961 | 0.992 | 17.462 | 20.663 | 9.316 | 0.895 |
| PSL global MERRA2 | mbar | 1011.539 | 1010.9 | 0.639 | 9.609 | 8.313 | 2.561 | 0.972 |
| FSNS global MERRA2 | W/m2 | 161.147 | 164.068 | -2.921 | 62.82 | 61.911 | 14.623 | 0.974 |
| FLNS global MERRA2 | W/m2 | 53.222 | 62.112 | -8.891 | 18.596 | 17.836 | 11.319 | 0.927 |
| NET_FLUX_SRF global MERRA2 | W/m2 | 1.052 | -1.379 | 2.431 | 32.87 | 27.253 | 17.906 | 0.842 |
| PRECT global MERRA2 | mm/day | 3.002 | 2.953 | 0.049 | 2.181 | 2.56 | 1.388 | 0.841 |
| TMQ global MERRA2 | kg/m2 | 26.502 | 24.944 | 1.559 | 14.851 | 14.816 | 2.256 | 0.994 |
| U-850mb global MERRA2 | m/s | 1.248 | 0.943 | 0.305 | 6.135 | 5.646 | 1.298 | 0.98 |
| U-200mb global MERRA2 | m/s | 16.132 | 16.088 | 0.045 | 11.88 | 11.968 | 2.596 | 0.976 |
| Z3-500mb global MERRA2 | hectometer | 56.637 | 56.597 | 0.04 | 2.653 | 2.569 | 0.195 | 0.998 |
| OMEGA-200mb global MERRA2 | mbar/day | 0.19 | -0.1 | 0.29 | 12.01 | 9.306 | 6.571 | 0.84 |
| OMEGA-500mb global MERRA2 | mbar/day | 0.012 | 0.05 | -0.038 | 20.098 | 22.137 | 14.488 | 0.769 |
| OMEGA-850mb global MERRA2 | mbar/day | -0.035 | 0.173 | -0.207 | 25.109 | 32.55 | 21.948 | 0.697 |
| T-850mb global MERRA2 | K | 281.132 | 277.934 | 3.199 | 9.836 | 26.877 | 15.032 | 0.548 |
| T-200mb global MERRA2 | K | 218.097 | 218.64 | -0.543 | 2.664 | 2.072 | 1.504 | 0.853 |
| TAUXY ocean MERRA2 | N/m^2 | 0.072 | 0.072 | -0.0 | 0.055 | 0.053 | 0.02 | 0.934 |
| CLDTOT_TAU1.3_ISCCP global ISCCPCOSP | % | 45.295 | 51.964 | -6.669 | 21.829 | 16.389 | 11.508 | 0.918 |
| CLDTOT_TAU1.3_9.4_ISCCP global ISCCPCOSP | % | 21.352 | 33.221 | -11.869 | 9.72 | 9.694 | 14.041 | 0.701 |
| CLDTOT_TAU9.4_ISCCP global ISCCPCOSP | % | 23.943 | 18.743 | 5.2 | 13.458 | 10.097 | 10.477 | 0.737 |
| CLDTOT_TAU1.3_MISR global MISRCOSP | % | 45.288 | 54.162 | -8.874 | 21.983 | 18.838 | 10.347 | 0.91 |
| CLDTOT_TAU1.3_9.4_MISR global MISRCOSP | % | 21.349 | 31.925 | -10.576 | 9.792 | 7.848 | 10.29 | 0.818 |
| CLDTOT_TAU9.4_MISR global MISRCOSP | % | 23.94 | 22.237 | 1.702 | 13.589 | 12.378 | 8.201 | 0.838 |
| CLDLOW_TAU1.3_MISR global MISRCOSP | % | 0.0 | 32.126 | -32.126 | 0.001 | 15.893 | 35.843 | nan |
| CLDLOW_TAU1.3_9.4_MISR global MISRCOSP | % | 0.0 | 20.985 | -20.985 | 0.001 | 8.441 | 22.619 | nan |
| CLDLOW_TAU9.4_MISR global MISRCOSP | % | 0.0 | 11.141 | -11.141 | 0.0 | 8.388 | 13.946 | nan |
| CLDTOT_TAU1.3_MODIS global MODISCOSP | % | 44.026 | 48.129 | -4.103 | 21.658 | 19.63 | 9.811 | 0.911 |
| CLDTOT_TAU1.3_9.4_MODIS global MODISCOSP | % | 20.312 | 24.606 | -4.294 | 9.565 | 8.203 | 7.814 | 0.74 |
| CLDTOT_TAU9.4_MODIS global MODISCOSP | % | 23.714 | 23.523 | 0.191 | 13.498 | 13.484 | 8.18 | 0.816 |
| CLDHGH_TAU1.3_MODIS global MODISCOSP | % | 44.026 | 27.171 | 16.855 | 21.658 | 18.236 | 21.114 | 0.81 |
| CLDHGH_TAU1.3_9.4_MODIS global MODISCOSP | % | 20.312 | 14.24 | 6.073 | 9.565 | 8.324 | 8.307 | 0.808 |
| CLDHGH_TAU9.4_MODIS global MODISCOSP | % | 23.714 | 12.931 | 10.782 | 13.498 | 10.988 | 14.749 | 0.68 |
| CLDTOT_CAL global CALIPSOCOSP | % | 59.991 | 67.251 | -7.259 | 19.528 | 14.647 | 11.229 | 0.91 |
| CLDLOW_CAL global CALIPSOCOSP | % | 32.375 | 37.948 | -5.573 | 22.882 | 17.515 | 12.524 | 0.884 |
| CLDMED_CAL global CALIPSOCOSP | % | 13.216 | 18.088 | -4.873 | 7.492 | 9.678 | 7.66 | 0.796 |
| CLDHGH_CAL global CALIPSOCOSP | % | 31.284 | 32.041 | -0.757 | 13.31 | 13.127 | 5.87 | 0.903 |
| TGCLDLWP_OCN global SSMI | g/m^2 | 52.149 | 95.636 | -43.487 | 23.348 | 24.473 | 42.762 | 0.737 |
| AODVIS global AOD_550 | dimensionless | 0.208 | 0.132 | 0.077 | 0.112 | 0.089 | 0.099 | 0.829 |
| TREFHT land ERA-Interim | DegC | 8.313 | 8.204 | 0.109 | 19.043 | 17.652 | 2.616 | 0.991 |
| TREFHT global ERA-Interim | DegC | 14.16 | 14.411 | -0.251 | 14.414 | 14.109 | 1.108 | 0.997 |
| TREFHT land MERRA2 | DegC | 8.313 | 7.782 | 0.531 | 19.043 | 18.451 | 2.368 | 0.992 |
| TREFHT global MERRA2 | DegC | 14.16 | 14.339 | -0.179 | 14.414 | 14.441 | 1.114 | 0.997 |
| PminusE global GPCP_OAFLux | mm/day | 0.0 | -0.132 | 0.132 | 2.22 | 2.166 | 0.964 | 0.922 |
| PminusE global COREv2_Flux | mm/day | -0.0 | -0.291 | 0.291 | 2.261 | 2.099 | 1.114 | 0.892 |