Test: Beta with sea ice fixes (20201217)
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 | 2.962 | 2.665 | 0.297 | 2.581 | 2.161 | 1.403 | 0.847 |
| PRECT global GPCP_v2.3 | mm/day | 2.962 | 2.685 | 0.277 | 2.581 | 2.214 | 1.275 | 0.876 |
| SST global HadISST_CL | degC | 19.373 | 20.058 | -0.685 | 8.332 | 8.407 | 1.258 | 0.992 |
| SST global HadISST_PI | degC | 19.487 | 19.751 | -0.264 | 8.225 | 8.274 | 1.12 | 0.991 |
| SST global HadISST_PD | degC | 19.373 | 20.16 | -0.787 | 8.332 | 8.436 | 1.347 | 0.992 |
| SOLIN global ceres_ebaf_toa_v4.1 | W/m2 | 342.117 | 342.235 | -0.118 | 100.068 | 100.833 | 1.828 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.1 | dimensionless | 0.318 | 0.318 | 0.0 | 0.133 | 0.13 | 0.033 | 0.968 |
| ALBEDOC global ceres_ebaf_toa_v4.1 | dimensionless | 0.174 | 0.177 | -0.002 | 0.132 | 0.129 | 0.027 | 0.978 |
| RESTOM global ceres_ebaf_toa_v4.1 | W/m2 | 1.56 | 1.984 | -0.424 | 72.2 | 73.723 | 9.863 | 0.991 |
| FLUT global ceres_ebaf_toa_v4.1 | W/m2 | 241.597 | 240.49 | 1.107 | 33.713 | 31.412 | 7.983 | 0.973 |
| FLUTC global ceres_ebaf_toa_v4.1 | W/m2 | 265.648 | 266.166 | -0.518 | 30.921 | 30.125 | 3.868 | 0.992 |
| FSNTOA global ceres_ebaf_toa_v4.1 | W/m2 | 243.062 | 242.475 | 0.587 | 96.195 | 95.222 | 11.916 | 0.992 |
| FSNTOAC global ceres_ebaf_toa_v4.1 | W/m2 | 289.814 | 288.873 | 0.942 | 104.744 | 104.19 | 7.427 | 0.998 |
| SWCF global ceres_ebaf_toa_v4.1 | W/m2 | -46.753 | -46.398 | -0.355 | 27.712 | 25.823 | 12.409 | 0.895 |
| LWCF global ceres_ebaf_toa_v4.1 | W/m2 | 24.051 | 25.676 | -1.625 | 13.133 | 12.27 | 6.449 | 0.881 |
| NETCF global ceres_ebaf_toa_v4.1 | W/m2 | -22.702 | -20.722 | -1.979 | 21.765 | 21.639 | 10.664 | 0.883 |
| SOLIN global ceres_ebaf_toa_v4.0 | W/m2 | 342.117 | 342.239 | -0.122 | 100.068 | 100.799 | 1.75 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.0 | dimensionless | 0.318 | 0.318 | -0.0 | 0.133 | 0.131 | 0.034 | 0.968 |
| ALBEDOC global ceres_ebaf_toa_v4.0 | dimensionless | 0.174 | 0.176 | -0.002 | 0.132 | 0.131 | 0.027 | 0.979 |
| RESTOM global ceres_ebaf_toa_v4.0 | W/m2 | 1.56 | 1.898 | -0.338 | 72.2 | 73.686 | 9.876 | 0.991 |
| FLUT global ceres_ebaf_toa_v4.0 | W/m2 | 241.597 | 240.463 | 1.134 | 33.713 | 31.402 | 8.032 | 0.973 |
| FLUTC global ceres_ebaf_toa_v4.0 | W/m2 | 265.648 | 268.314 | -2.666 | 30.921 | 31.663 | 5.283 | 0.99 |
| FSNTOA global ceres_ebaf_toa_v4.0 | W/m2 | 243.062 | 242.362 | 0.7 | 96.195 | 95.241 | 11.969 | 0.992 |
| FSNTOAC global ceres_ebaf_toa_v4.0 | W/m2 | 289.814 | 289.173 | 0.641 | 104.744 | 104.445 | 7.254 | 0.998 |
| SWCF global ceres_ebaf_toa_v4.0 | W/m2 | -46.753 | -46.811 | 0.059 | 27.712 | 26.11 | 12.377 | 0.896 |
| LWCF global ceres_ebaf_toa_v4.0 | W/m2 | 24.051 | 27.851 | -3.8 | 13.133 | 13.515 | 7.902 | 0.865 |
| NETCF global ceres_ebaf_toa_v4.0 | W/m2 | -22.702 | -18.961 | -3.741 | 21.765 | 21.606 | 11.409 | 0.877 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.1 | dimensionless | 0.145 | 0.139 | 0.007 | 0.182 | 0.182 | 0.042 | 0.974 |
| SWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | -50.371 | -49.53 | -0.841 | 30.508 | 28.413 | 13.31 | 0.901 |
| LWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | 28.037 | 28.371 | -0.334 | 19.9 | 15.867 | 8.43 | 0.913 |
| NETCF_SRF global ceres_ebaf_surface_v4.1 | W/m2 | -22.334 | -21.159 | -1.175 | 28.54 | 26.781 | 11.532 | 0.916 |
| FLDS global ceres_ebaf_surface_v4.1 | W/m2 | 337.882 | 345.859 | -7.977 | 61.952 | 66.988 | 15.363 | 0.982 |
| FLDSC global ceres_ebaf_surface_v4.1 | W/m2 | 309.124 | 317.15 | -8.026 | 74.224 | 78.034 | 12.539 | 0.993 |
| FLNS global ceres_ebaf_surface_v4.1 | W/m2 | 57.313 | 53.203 | 4.11 | 22.164 | 19.32 | 10.684 | 0.896 |
| FLNSC global ceres_ebaf_surface_v4.1 | W/m2 | 85.349 | 81.573 | 3.776 | 15.587 | 18.277 | 8.246 | 0.918 |
| FSDS global ceres_ebaf_surface_v4.1 | W/m2 | 192.533 | 188.303 | 4.23 | 73.586 | 68.946 | 16.593 | 0.977 |
| FSDSC global ceres_ebaf_surface_v4.1 | W/m2 | 248.828 | 243.561 | 5.267 | 74.5 | 73.319 | 9.835 | 0.994 |
| FSNS global ceres_ebaf_surface_v4.1 | W/m2 | 168.191 | 165.119 | 3.072 | 76.259 | 72.182 | 14.814 | 0.982 |
| FSNSC global ceres_ebaf_surface_v4.1 | W/m2 | 218.562 | 214.649 | 3.913 | 84.49 | 81.569 | 11.198 | 0.993 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.0 | dimensionless | 0.145 | 0.14 | 0.006 | 0.182 | 0.182 | 0.042 | 0.974 |
| SWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | -50.371 | -51.468 | 1.098 | 30.508 | 29.063 | 13.342 | 0.901 |
| LWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | 28.037 | 30.924 | -2.888 | 19.9 | 15.915 | 8.956 | 0.912 |
| NETCF_SRF global ceres_ebaf_surface_v4.0 | W/m2 | -22.334 | -20.544 | -1.79 | 28.54 | 26.47 | 11.622 | 0.916 |
| FLDS global ceres_ebaf_surface_v4.0 | W/m2 | 337.882 | 345.709 | -7.827 | 61.952 | 67.084 | 15.431 | 0.982 |
| FLDSC global ceres_ebaf_surface_v4.0 | W/m2 | 309.124 | 313.724 | -4.601 | 74.224 | 79.607 | 11.735 | 0.993 |
| FLNS global ceres_ebaf_surface_v4.0 | W/m2 | 57.313 | 53.183 | 4.13 | 22.164 | 19.187 | 10.75 | 0.895 |
| FLNSC global ceres_ebaf_surface_v4.0 | W/m2 | 85.349 | 84.107 | 1.242 | 15.587 | 19.072 | 7.768 | 0.922 |
| FSDS global ceres_ebaf_surface_v4.0 | W/m2 | 192.533 | 188.696 | 3.838 | 73.586 | 68.917 | 16.323 | 0.977 |
| FSDSC global ceres_ebaf_surface_v4.0 | W/m2 | 248.828 | 246.354 | 2.474 | 74.5 | 73.384 | 7.653 | 0.995 |
| FSNS global ceres_ebaf_surface_v4.0 | W/m2 | 168.191 | 165.299 | 2.892 | 76.259 | 72.174 | 14.643 | 0.983 |
| FSNSC global ceres_ebaf_surface_v4.0 | W/m2 | 218.562 | 216.767 | 1.795 | 84.49 | 82.033 | 9.947 | 0.994 |
| LHFLX global OAFlux | kg/m2/s | 84.904 | 92.953 | -8.049 | 54.971 | 41.012 | 25.831 | 0.893 |
| SHFLX global OAFlux | W/m2 | 20.688 | 10.917 | 9.772 | 21.36 | 11.644 | 11.793 | 0.492 |
| LHFLX global ERA-Interim | kg/m2/s | 84.904 | 81.769 | 3.135 | 54.971 | 51.333 | 17.305 | 0.951 |
| SHFLX global ERA-Interim | W/m2 | 20.688 | 16.597 | 4.091 | 21.36 | 18.853 | 10.525 | 0.891 |
| PSL global ERA-Interim | mbar | 1011.214 | 1011.255 | -0.041 | 9.967 | 8.891 | 2.31 | 0.976 |
| FSNS global ERA-Interim | W/m2 | 168.191 | 165.251 | 2.94 | 76.259 | 71.806 | 16.231 | 0.979 |
| FLNS global ERA-Interim | W/m2 | 57.313 | 56.165 | 1.147 | 22.164 | 18.935 | 9.053 | 0.916 |
| NET_FLUX_SRF global ERA-Interim | W/m2 | 5.209 | 10.72 | -5.511 | 46.642 | 47.921 | 23.409 | 0.885 |
| PRECT global ERA-Interim | mm/day | 2.962 | 2.917 | 0.045 | 2.626 | 2.6 | 1.173 | 0.899 |
| TMQ global ERA-Interim | kg/m2 | 23.228 | 24.11 | -0.882 | 13.902 | 14.87 | 2.622 | 0.988 |
| U-850mb global ERA-Interim | m/s | 1.228 | 1.173 | 0.055 | 6.136 | 5.599 | 1.48 | 0.972 |
| U-200mb global ERA-Interim | m/s | 16.541 | 15.732 | 0.808 | 12.808 | 13.145 | 3.191 | 0.972 |
| Z3-500mb global ERA-Interim | hectometer | 56.358 | 56.594 | -0.235 | 2.741 | 2.69 | 0.308 | 0.997 |
| OMEGA-200mb global ERA-Interim | mbar/day | 0.19 | 0.002 | 0.187 | 13.626 | 10.767 | 8.136 | 0.802 |
| OMEGA-500mb global ERA-Interim | mbar/day | 0.024 | -0.0 | 0.024 | 24.089 | 23.066 | 14.775 | 0.805 |
| OMEGA-850mb global ERA-Interim | mbar/day | -0.023 | 2.563 | -2.586 | 30.921 | 41.009 | 24.394 | 0.716 |
| T-850mb global ERA-Interim | K | 280.211 | 281.019 | -0.808 | 10.123 | 11.24 | 1.7 | 0.996 |
| T-200mb global ERA-Interim | K | 216.333 | 218.285 | -1.952 | 3.096 | 3.336 | 2.96 | 0.763 |
| TAUXY ocean ERA-Interim | N/m^2 | 0.073 | 0.069 | 0.004 | 0.053 | 0.055 | 0.028 | 0.869 |
| LHFLX global MERRA2 | kg/m2/s | 84.904 | 82.554 | 2.35 | 54.971 | 53.276 | 18.62 | 0.942 |
| SHFLX global MERRA2 | W/m2 | 20.688 | 18.309 | 2.379 | 21.36 | 23.25 | 10.341 | 0.902 |
| PSL global MERRA2 | mbar | 1011.214 | 1010.859 | 0.355 | 9.967 | 9.073 | 2.754 | 0.963 |
| FSNS global MERRA2 | W/m2 | 168.191 | 164.823 | 3.368 | 76.259 | 71.921 | 16.39 | 0.978 |
| FLNS global MERRA2 | W/m2 | 57.313 | 62.472 | -5.16 | 22.164 | 18.793 | 10.382 | 0.916 |
| NET_FLUX_SRF global MERRA2 | W/m2 | 5.209 | 1.488 | 3.722 | 46.642 | 43.103 | 25.131 | 0.849 |
| PRECT global MERRA2 | mm/day | 2.962 | 2.917 | 0.045 | 2.626 | 2.909 | 1.519 | 0.854 |
| TMQ global MERRA2 | kg/m2 | 23.228 | 24.618 | -1.39 | 13.902 | 15.463 | 3.006 | 0.989 |
| U-850mb global MERRA2 | m/s | 1.228 | 1.034 | 0.194 | 6.136 | 5.831 | 1.513 | 0.97 |
| U-200mb global MERRA2 | m/s | 16.541 | 16.109 | 0.432 | 12.808 | 12.851 | 3.102 | 0.971 |
| Z3-500mb global MERRA2 | hectometer | 56.358 | 56.575 | -0.216 | 2.741 | 2.685 | 0.305 | 0.997 |
| OMEGA-200mb global MERRA2 | mbar/day | 0.19 | -0.098 | 0.288 | 13.626 | 10.654 | 7.804 | 0.821 |
| OMEGA-500mb global MERRA2 | mbar/day | 0.024 | 0.053 | -0.03 | 24.089 | 25.103 | 16.396 | 0.779 |
| OMEGA-850mb global MERRA2 | mbar/day | -0.023 | 0.117 | -0.14 | 30.921 | 36.915 | 24.364 | 0.726 |
| T-850mb global MERRA2 | K | 280.211 | 277.825 | 2.386 | 10.123 | 27.127 | 15.508 | 0.549 |
| T-200mb global MERRA2 | K | 216.333 | 218.047 | -1.714 | 3.096 | 3.478 | 2.887 | 0.756 |
| TAUXY ocean MERRA2 | N/m^2 | 0.073 | 0.074 | -0.001 | 0.053 | 0.057 | 0.03 | 0.86 |
| CLDTOT_TAU1.3_ISCCP global ISCCPCOSP | % | 47.688 | 51.985 | -4.296 | 23.966 | 17.747 | 13.466 | 0.854 |
| CLDTOT_TAU1.3_9.4_ISCCP global ISCCPCOSP | % | 22.509 | 33.052 | -10.543 | 9.487 | 10.8 | 14.442 | 0.533 |
| CLDTOT_TAU9.4_ISCCP global ISCCPCOSP | % | 25.179 | 18.933 | 6.247 | 16.416 | 10.879 | 12.792 | 0.735 |
| CLDTOT_TAU1.3_MISR global MISRCOSP | % | 47.686 | 53.699 | -6.014 | 24.121 | 19.475 | 10.781 | 0.89 |
| CLDTOT_TAU1.3_9.4_MISR global MISRCOSP | % | 22.508 | 31.999 | -9.491 | 9.579 | 8.969 | 10.077 | 0.811 |
| CLDTOT_TAU9.4_MISR global MISRCOSP | % | 25.178 | 21.7 | 3.477 | 16.558 | 12.412 | 10.198 | 0.834 |
| 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 | % | 46.438 | 48.833 | -2.395 | 23.549 | 20.924 | 10.926 | 0.892 |
| CLDTOT_TAU1.3_9.4_MODIS global MODISCOSP | % | 21.629 | 24.965 | -3.337 | 9.233 | 9.399 | 7.909 | 0.704 |
| CLDTOT_TAU9.4_MODIS global MODISCOSP | % | 24.809 | 23.867 | 0.942 | 16.229 | 13.976 | 7.889 | 0.876 |
| CLDHGH_TAU1.3_MODIS global MODISCOSP | % | 46.438 | 27.817 | 18.621 | 23.549 | 19.677 | 22.992 | 0.82 |
| CLDHGH_TAU1.3_9.4_MODIS global MODISCOSP | % | 21.629 | 14.646 | 6.982 | 9.233 | 9.547 | 9.635 | 0.751 |
| CLDHGH_TAU9.4_MODIS global MODISCOSP | % | 24.809 | 13.171 | 11.639 | 16.229 | 11.562 | 15.483 | 0.78 |
| CLDTOT_CAL global CALIPSOCOSP | % | 59.34 | 67.163 | -7.823 | 22.169 | 16.867 | 13.142 | 0.885 |
| CLDLOW_CAL global CALIPSOCOSP | % | 33.743 | 38.637 | -4.894 | 24.05 | 19.87 | 12.16 | 0.891 |
| CLDMED_CAL global CALIPSOCOSP | % | 17.818 | 17.779 | 0.039 | 13.457 | 10.412 | 7.538 | 0.831 |
| CLDHGH_CAL global CALIPSOCOSP | % | 27.744 | 31.113 | -3.369 | 14.708 | 15.014 | 8.48 | 0.861 |
| AODVIS global AOD_550 | dimensionless | 0.112 | 0.132 | -0.02 | 0.075 | 0.089 | 0.073 | 0.648 |
| TREFHT land ERA-Interim | DegC | 8.326 | 8.64 | -0.314 | 18.654 | 17.846 | 2.829 | 0.989 |
| TREFHT global ERA-Interim | DegC | 13.657 | 14.456 | -0.799 | 13.838 | 14.16 | 1.734 | 0.994 |
| TREFHT land MERRA2 | DegC | 8.326 | 8.128 | 0.198 | 18.654 | 18.84 | 2.676 | 0.991 |
| TREFHT global MERRA2 | DegC | 13.657 | 14.386 | -0.729 | 13.838 | 14.551 | 1.772 | 0.995 |
| PminusE global GPCP_OAFLux | mm/day | 0.028 | -0.1 | 0.128 | 2.556 | 2.41 | 1.412 | 0.862 |
| PminusE global COREv2_Flux | mm/day | 0.028 | -0.282 | 0.309 | 2.617 | 2.356 | 1.521 | 0.841 |