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 | 2.648 | 0.314 | 2.309 | 2.04 | 1.412 | 0.806 |
| PRECT global GPCP_v2.3 | mm/day | 2.962 | 2.664 | 0.298 | 2.309 | 2.066 | 1.182 | 0.869 |
| SST global HadISST_CL | degC | 19.561 | 20.091 | -0.53 | 8.741 | 8.83 | 1.384 | 0.989 |
| SST global HadISST_PI | degC | 19.58 | 19.713 | -0.133 | 8.724 | 8.767 | 1.328 | 0.989 |
| SST global HadISST_PD | degC | 19.561 | 20.161 | -0.6 | 8.741 | 8.86 | 1.446 | 0.989 |
| SOLIN global ceres_ebaf_toa_v4.1 | W/m2 | 338.195 | 338.181 | 0.014 | 100.502 | 101.37 | 2.03 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.1 | dimensionless | 0.321 | 0.319 | 0.002 | 0.141 | 0.134 | 0.039 | 0.96 |
| ALBEDOC global ceres_ebaf_toa_v4.1 | dimensionless | 0.183 | 0.185 | -0.002 | 0.14 | 0.139 | 0.042 | 0.954 |
| RESTOM global ceres_ebaf_toa_v4.1 | W/m2 | 0.733 | 1.447 | -0.714 | 71.232 | 72.038 | 10.163 | 0.99 |
| FLUT global ceres_ebaf_toa_v4.1 | W/m2 | 239.409 | 239.311 | 0.098 | 34.134 | 30.957 | 10.225 | 0.955 |
| FLUTC global ceres_ebaf_toa_v4.1 | W/m2 | 264.096 | 265.385 | -1.289 | 32.774 | 31.357 | 5.142 | 0.989 |
| FSNTOA global ceres_ebaf_toa_v4.1 | W/m2 | 240.048 | 240.758 | -0.711 | 97.045 | 94.641 | 13.86 | 0.99 |
| FSNTOAC global ceres_ebaf_toa_v4.1 | W/m2 | 283.648 | 283.237 | 0.411 | 101.129 | 100.049 | 13.257 | 0.991 |
| SWCF global ceres_ebaf_toa_v4.1 | W/m2 | -43.6 | -42.479 | -1.121 | 24.382 | 22.041 | 13.057 | 0.848 |
| LWCF global ceres_ebaf_toa_v4.1 | W/m2 | 24.687 | 26.074 | -1.388 | 12.224 | 11.668 | 7.181 | 0.827 |
| NETCF global ceres_ebaf_toa_v4.1 | W/m2 | -18.913 | -16.405 | -2.509 | 17.822 | 16.883 | 10.676 | 0.823 |
| SOLIN global ceres_ebaf_toa_v4.0 | W/m2 | 338.195 | 338.193 | 0.002 | 100.502 | 101.338 | 1.954 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.0 | dimensionless | 0.321 | 0.32 | 0.002 | 0.141 | 0.134 | 0.04 | 0.96 |
| ALBEDOC global ceres_ebaf_toa_v4.0 | dimensionless | 0.183 | 0.185 | -0.001 | 0.14 | 0.141 | 0.043 | 0.954 |
| RESTOM global ceres_ebaf_toa_v4.0 | W/m2 | 0.733 | 1.421 | -0.688 | 71.232 | 72.007 | 10.186 | 0.99 |
| FLUT global ceres_ebaf_toa_v4.0 | W/m2 | 239.409 | 239.196 | 0.213 | 34.134 | 31.004 | 10.289 | 0.955 |
| FLUTC global ceres_ebaf_toa_v4.0 | W/m2 | 264.096 | 267.592 | -3.496 | 32.774 | 33.023 | 6.238 | 0.988 |
| FSNTOA global ceres_ebaf_toa_v4.0 | W/m2 | 240.048 | 240.617 | -0.57 | 97.045 | 94.624 | 13.898 | 0.99 |
| FSNTOAC global ceres_ebaf_toa_v4.0 | W/m2 | 283.648 | 283.526 | 0.122 | 101.129 | 100.51 | 13.21 | 0.991 |
| SWCF global ceres_ebaf_toa_v4.0 | W/m2 | -43.6 | -42.909 | -0.692 | 24.382 | 22.69 | 13.179 | 0.846 |
| LWCF global ceres_ebaf_toa_v4.0 | W/m2 | 24.687 | 28.396 | -3.709 | 12.224 | 13.079 | 8.696 | 0.809 |
| NETCF global ceres_ebaf_toa_v4.0 | W/m2 | -18.913 | -14.513 | -4.4 | 17.822 | 16.845 | 11.386 | 0.818 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.1 | dimensionless | 0.158 | 0.15 | 0.008 | 0.199 | 0.197 | 0.065 | 0.947 |
| SWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | -46.746 | -45.118 | -1.628 | 26.592 | 23.476 | 14.165 | 0.849 |
| LWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | 26.567 | 26.906 | -0.338 | 18.92 | 14.779 | 8.263 | 0.909 |
| NETCF_SRF global ceres_ebaf_surface_v4.1 | W/m2 | -20.179 | -18.212 | -1.967 | 25.275 | 24.353 | 12.472 | 0.877 |
| FLDS global ceres_ebaf_surface_v4.1 | W/m2 | 336.195 | 344.544 | -8.349 | 65.846 | 69.454 | 15.89 | 0.981 |
| FLDSC global ceres_ebaf_surface_v4.1 | W/m2 | 308.857 | 317.399 | -8.542 | 78.42 | 79.638 | 14.514 | 0.989 |
| FLNS global ceres_ebaf_surface_v4.1 | W/m2 | 57.134 | 54.307 | 2.826 | 20.921 | 18.906 | 11.411 | 0.851 |
| FLNSC global ceres_ebaf_surface_v4.1 | W/m2 | 83.701 | 81.213 | 2.488 | 15.814 | 18.844 | 8.55 | 0.903 |
| FSDS global ceres_ebaf_surface_v4.1 | W/m2 | 191.918 | 188.039 | 3.878 | 77.056 | 71.25 | 17.62 | 0.976 |
| FSDSC global ceres_ebaf_surface_v4.1 | W/m2 | 245.439 | 239.269 | 6.17 | 74.792 | 70.784 | 9.877 | 0.996 |
| FSNS global ceres_ebaf_surface_v4.1 | W/m2 | 165.808 | 163.619 | 2.189 | 77.248 | 71.726 | 16.202 | 0.979 |
| FSNSC global ceres_ebaf_surface_v4.1 | W/m2 | 212.554 | 208.737 | 3.817 | 80.512 | 76.734 | 15.366 | 0.983 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.0 | dimensionless | 0.158 | 0.151 | 0.007 | 0.199 | 0.197 | 0.065 | 0.946 |
| SWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | -46.746 | -47.206 | 0.46 | 26.592 | 24.633 | 14.062 | 0.852 |
| LWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | 26.567 | 29.718 | -3.15 | 18.92 | 15.36 | 8.736 | 0.908 |
| NETCF_SRF global ceres_ebaf_surface_v4.0 | W/m2 | -20.179 | -17.488 | -2.69 | 25.275 | 24.477 | 12.438 | 0.881 |
| FLDS global ceres_ebaf_surface_v4.0 | W/m2 | 336.195 | 344.332 | -8.137 | 65.846 | 69.534 | 15.832 | 0.981 |
| FLDSC global ceres_ebaf_surface_v4.0 | W/m2 | 308.857 | 313.923 | -5.066 | 78.42 | 81.064 | 13.318 | 0.989 |
| FLNS global ceres_ebaf_surface_v4.0 | W/m2 | 57.134 | 54.205 | 2.928 | 20.921 | 18.759 | 11.443 | 0.85 |
| FLNSC global ceres_ebaf_surface_v4.0 | W/m2 | 83.701 | 83.923 | -0.222 | 15.814 | 19.915 | 8.592 | 0.91 |
| FSDS global ceres_ebaf_surface_v4.0 | W/m2 | 191.918 | 188.285 | 3.633 | 77.056 | 71.333 | 17.49 | 0.976 |
| FSDSC global ceres_ebaf_surface_v4.0 | W/m2 | 245.439 | 242.222 | 3.217 | 74.792 | 71.547 | 7.21 | 0.997 |
| FSNS global ceres_ebaf_surface_v4.0 | W/m2 | 165.808 | 163.743 | 2.065 | 77.248 | 71.716 | 16.11 | 0.98 |
| FSNSC global ceres_ebaf_surface_v4.0 | W/m2 | 212.554 | 210.949 | 1.605 | 80.512 | 77.568 | 14.586 | 0.984 |
| LHFLX global OAFlux | kg/m2/s | 86.126 | 90.824 | -4.698 | 53.602 | 41.275 | 24.176 | 0.926 |
| SHFLX global OAFlux | W/m2 | 22.109 | 9.391 | 12.718 | 20.489 | 7.754 | 12.335 | 0.31 |
| LHFLX global ERA-Interim | kg/m2/s | 86.126 | 82.825 | 3.301 | 53.602 | 50.392 | 15.84 | 0.957 |
| SHFLX global ERA-Interim | W/m2 | 22.109 | 18.646 | 3.464 | 20.489 | 19.381 | 11.387 | 0.853 |
| PSL global ERA-Interim | mbar | 1011.363 | 1011.337 | 0.026 | 9.777 | 8.027 | 2.656 | 0.975 |
| FSNS global ERA-Interim | W/m2 | 165.808 | 164.498 | 1.311 | 77.248 | 70.844 | 19.102 | 0.971 |
| FLNS global ERA-Interim | W/m2 | 57.134 | 57.37 | -0.236 | 20.921 | 19.79 | 10.556 | 0.867 |
| NET_FLUX_SRF global ERA-Interim | W/m2 | 0.374 | 5.657 | -5.283 | 44.48 | 43.332 | 20.5 | 0.899 |
| PRECT global ERA-Interim | mm/day | 2.962 | 2.899 | 0.063 | 2.344 | 2.42 | 1.196 | 0.875 |
| TMQ global ERA-Interim | kg/m2 | 23.553 | 24.248 | -0.696 | 14.282 | 15.248 | 3.084 | 0.981 |
| U-850mb global ERA-Interim | m/s | 1.099 | 1.009 | 0.09 | 6.181 | 5.416 | 1.529 | 0.973 |
| U-200mb global ERA-Interim | m/s | 17.681 | 17.09 | 0.591 | 12.225 | 12.06 | 4.212 | 0.941 |
| Z3-500mb global ERA-Interim | hectometer | 56.299 | 56.582 | -0.283 | 2.711 | 2.612 | 0.377 | 0.996 |
| OMEGA-200mb global ERA-Interim | mbar/day | 0.191 | 0.002 | 0.189 | 12.385 | 9.597 | 8.246 | 0.747 |
| OMEGA-500mb global ERA-Interim | mbar/day | 0.022 | 0.001 | 0.02 | 22.479 | 21.979 | 15.208 | 0.766 |
| OMEGA-850mb global ERA-Interim | mbar/day | -0.065 | 2.817 | -2.881 | 28.649 | 41.354 | 23.356 | 0.698 |
| T-850mb global ERA-Interim | K | 279.886 | 281.007 | -1.121 | 10.635 | 11.617 | 2.297 | 0.99 |
| T-200mb global ERA-Interim | K | 217.282 | 219.008 | -1.726 | 3.219 | 2.071 | 3.001 | 0.647 |
| TAUXY ocean ERA-Interim | N/m^2 | 0.071 | 0.066 | 0.005 | 0.059 | 0.053 | 0.021 | 0.934 |
| LHFLX global MERRA2 | kg/m2/s | 86.126 | 83.468 | 2.658 | 53.602 | 52.675 | 17.026 | 0.95 |
| SHFLX global MERRA2 | W/m2 | 22.109 | 19.671 | 2.438 | 20.489 | 23.252 | 12.673 | 0.846 |
| PSL global MERRA2 | mbar | 1011.363 | 1010.968 | 0.395 | 9.777 | 8.267 | 2.642 | 0.972 |
| FSNS global MERRA2 | W/m2 | 165.808 | 163.778 | 2.031 | 77.248 | 72.792 | 18.58 | 0.971 |
| FLNS global MERRA2 | W/m2 | 57.134 | 62.67 | -5.537 | 20.921 | 19.262 | 11.216 | 0.885 |
| NET_FLUX_SRF global MERRA2 | W/m2 | 0.374 | -2.032 | 2.405 | 44.48 | 44.025 | 20.732 | 0.892 |
| PRECT global MERRA2 | mm/day | 2.962 | 2.902 | 0.06 | 2.344 | 2.74 | 1.49 | 0.839 |
| TMQ global MERRA2 | kg/m2 | 23.553 | 24.874 | -1.321 | 14.282 | 15.828 | 3.479 | 0.982 |
| U-850mb global MERRA2 | m/s | 1.099 | 0.825 | 0.274 | 6.181 | 5.681 | 1.491 | 0.973 |
| U-200mb global MERRA2 | m/s | 17.681 | 17.524 | 0.157 | 12.225 | 11.753 | 4.022 | 0.945 |
| Z3-500mb global MERRA2 | hectometer | 56.299 | 56.561 | -0.263 | 2.711 | 2.604 | 0.364 | 0.996 |
| OMEGA-200mb global MERRA2 | mbar/day | 0.191 | -0.103 | 0.294 | 12.385 | 9.885 | 8.609 | 0.723 |
| OMEGA-500mb global MERRA2 | mbar/day | 0.022 | 0.052 | -0.031 | 22.479 | 24.129 | 16.554 | 0.75 |
| OMEGA-850mb global MERRA2 | mbar/day | -0.065 | -0.042 | -0.023 | 28.649 | 32.117 | 22.957 | 0.704 |
| T-850mb global MERRA2 | K | 279.886 | 277.83 | 2.056 | 10.635 | 27.373 | 15.164 | 0.57 |
| T-200mb global MERRA2 | K | 217.282 | 218.869 | -1.588 | 3.219 | 2.018 | 2.921 | 0.649 |
| TAUXY ocean MERRA2 | N/m^2 | 0.071 | 0.071 | 0.0 | 0.059 | 0.055 | 0.022 | 0.929 |
| CLDTOT_TAU1.3_ISCCP global ISCCPCOSP | % | 45.887 | 51.181 | -5.294 | 22.815 | 17.339 | 12.285 | 0.882 |
| CLDTOT_TAU1.3_9.4_ISCCP global ISCCPCOSP | % | 22.573 | 33.925 | -11.352 | 9.119 | 10.944 | 15.417 | 0.47 |
| CLDTOT_TAU9.4_ISCCP global ISCCPCOSP | % | 23.314 | 17.256 | 6.058 | 16.149 | 10.384 | 12.846 | 0.717 |
| CLDTOT_TAU1.3_MISR global MISRCOSP | % | 45.867 | 51.892 | -6.025 | 22.993 | 19.901 | 10.886 | 0.907 |
| CLDTOT_TAU1.3_9.4_MISR global MISRCOSP | % | 22.564 | 30.973 | -8.409 | 9.225 | 8.71 | 10.142 | 0.805 |
| CLDTOT_TAU9.4_MISR global MISRCOSP | % | 23.303 | 20.919 | 2.384 | 16.287 | 12.582 | 9.672 | 0.877 |
| CLDLOW_TAU1.3_MISR global MISRCOSP | % | 0.0 | 29.841 | -29.841 | 0.001 | 15.783 | 33.757 | nan |
| CLDLOW_TAU1.3_9.4_MISR global MISRCOSP | % | 0.0 | 19.797 | -19.797 | 0.001 | 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 | % | 44.733 | 46.896 | -2.163 | 22.472 | 21.081 | 11.182 | 0.875 |
| CLDTOT_TAU1.3_9.4_MODIS global MODISCOSP | % | 21.752 | 24.067 | -2.314 | 8.964 | 8.941 | 8.846 | 0.545 |
| CLDTOT_TAU9.4_MODIS global MODISCOSP | % | 22.98 | 22.829 | 0.151 | 15.974 | 14.466 | 7.578 | 0.881 |
| CLDHGH_TAU1.3_MODIS global MODISCOSP | % | 44.733 | 25.838 | 18.895 | 22.472 | 18.791 | 22.715 | 0.828 |
| CLDHGH_TAU1.3_9.4_MODIS global MODISCOSP | % | 21.752 | 13.391 | 8.361 | 8.964 | 8.388 | 10.751 | 0.699 |
| CLDHGH_TAU9.4_MODIS global MODISCOSP | % | 22.98 | 12.447 | 10.534 | 15.974 | 11.49 | 14.77 | 0.763 |
| CLDTOT_CAL global CALIPSOCOSP | % | 58.759 | 66.845 | -8.087 | 20.732 | 15.845 | 14.284 | 0.824 |
| CLDLOW_CAL global CALIPSOCOSP | % | 30.907 | 36.982 | -6.075 | 21.992 | 17.833 | 13.376 | 0.847 |
| CLDMED_CAL global CALIPSOCOSP | % | 17.491 | 17.924 | -0.433 | 13.302 | 10.476 | 7.754 | 0.815 |
| CLDHGH_CAL global CALIPSOCOSP | % | 29.89 | 32.759 | -2.869 | 12.985 | 14.533 | 9.236 | 0.799 |
| AODVIS global AOD_550 | dimensionless | 0.121 | 0.132 | -0.011 | 0.088 | 0.089 | 0.071 | 0.689 |
| TREFHT land ERA-Interim | DegC | 6.282 | 7.967 | -1.685 | 20.178 | 19.106 | 3.725 | 0.989 |
| TREFHT global ERA-Interim | DegC | 13.119 | 14.366 | -1.247 | 15.161 | 15.017 | 2.314 | 0.992 |
| TREFHT land MERRA2 | DegC | 6.282 | 7.536 | -1.253 | 20.178 | 19.799 | 3.243 | 0.991 |
| TREFHT global MERRA2 | DegC | 13.119 | 14.291 | -1.172 | 15.161 | 15.279 | 2.187 | 0.993 |
| PminusE global GPCP_OAFLux | mm/day | -0.014 | -0.111 | 0.097 | 2.352 | 2.261 | 1.247 | 0.871 |
| PminusE global COREv2_Flux | mm/day | -0.014 | -0.245 | 0.23 | 2.397 | 2.189 | 1.334 | 0.851 |