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 | 3.063 | 2.707 | 0.356 | 2.863 | 2.489 | 1.376 | 0.886 |
| PRECT global GPCP_v2.3 | mm/day | 3.063 | 2.715 | 0.348 | 2.863 | 2.517 | 1.351 | 0.89 |
| TREFHT land_60S90N CRU | DegC | 18.73 | 19.582 | -0.852 | 8.275 | 8.238 | 2.028 | 0.975 |
| SST global HadISST_CL | degC | 19.477 | 20.117 | -0.641 | 8.383 | 8.408 | 1.334 | 0.99 |
| SST global HadISST_PI | degC | 19.628 | 19.826 | -0.198 | 8.237 | 8.278 | 1.242 | 0.989 |
| SST global HadISST_PD | degC | 19.481 | 20.219 | -0.738 | 8.379 | 8.429 | 1.427 | 0.989 |
| SOLIN global ceres_ebaf_toa_v4.1 | W/m2 | 330.326 | 330.394 | -0.069 | 139.576 | 139.049 | 0.989 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.1 | dimensionless | 0.324 | 216.391 | -216.068 | 0.134 | 40113.522 | 20057.484 | 0.005 |
| ALBEDOC global ceres_ebaf_toa_v4.1 | dimensionless | 0.179 | 2.245 | -2.066 | 0.124 | 378.065 | 189.039 | 0.009 |
| RESTOM global ceres_ebaf_toa_v4.1 | W/m2 | -8.9 | -7.507 | -1.393 | 87.405 | 86.711 | 12.484 | 0.99 |
| FLUT global ceres_ebaf_toa_v4.1 | W/m2 | 243.593 | 243.917 | -0.324 | 36.872 | 35.456 | 9.748 | 0.964 |
| FLUTC global ceres_ebaf_toa_v4.1 | W/m2 | 268.557 | 269.581 | -1.024 | 32.483 | 31.848 | 4.299 | 0.992 |
| FSNTOA global ceres_ebaf_toa_v4.1 | W/m2 | 234.617 | 236.41 | -1.793 | 109.234 | 107.852 | 15.045 | 0.991 |
| FSNTOAC global ceres_ebaf_toa_v4.1 | W/m2 | 280.953 | 279.641 | 1.313 | 123.738 | 122.062 | 8.648 | 0.998 |
| SWCF global ceres_ebaf_toa_v4.1 | W/m2 | -46.337 | -43.231 | -3.106 | 33.418 | 29.958 | 15.618 | 0.889 |
| LWCF global ceres_ebaf_toa_v4.1 | W/m2 | 24.964 | 25.664 | -0.701 | 15.373 | 14.323 | 7.487 | 0.876 |
| NETCF global ceres_ebaf_toa_v4.1 | W/m2 | -21.373 | -17.566 | -3.806 | 28.839 | 26.942 | 13.491 | 0.895 |
| SOLIN global ceres_ebaf_toa_v4.0 | W/m2 | 330.326 | 330.4 | -0.074 | 139.576 | 139.078 | 0.955 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.0 | dimensionless | 0.324 | 0.329 | -0.005 | 0.134 | 0.236 | 0.185 | 0.624 |
| ALBEDOC global ceres_ebaf_toa_v4.0 | dimensionless | 0.179 | 0.207 | -0.028 | 0.124 | 0.336 | 0.273 | 0.652 |
| RESTOM global ceres_ebaf_toa_v4.0 | W/m2 | -8.9 | -7.603 | -1.297 | 87.405 | 86.712 | 12.53 | 0.99 |
| FLUT global ceres_ebaf_toa_v4.0 | W/m2 | 243.593 | 243.915 | -0.322 | 36.872 | 35.425 | 9.834 | 0.964 |
| FLUTC global ceres_ebaf_toa_v4.0 | W/m2 | 268.557 | 271.747 | -3.191 | 32.483 | 33.214 | 5.723 | 0.99 |
| FSNTOA global ceres_ebaf_toa_v4.0 | W/m2 | 234.617 | 236.312 | -1.695 | 109.234 | 107.842 | 15.124 | 0.99 |
| FSNTOAC global ceres_ebaf_toa_v4.0 | W/m2 | 280.953 | 280.243 | 0.711 | 123.738 | 122.506 | 8.342 | 0.998 |
| SWCF global ceres_ebaf_toa_v4.0 | W/m2 | -46.337 | -43.931 | -2.406 | 33.418 | 30.602 | 15.522 | 0.889 |
| LWCF global ceres_ebaf_toa_v4.0 | W/m2 | 24.964 | 27.833 | -2.869 | 15.373 | 15.55 | 8.168 | 0.878 |
| NETCF global ceres_ebaf_toa_v4.0 | W/m2 | -21.373 | -16.098 | -5.275 | 28.839 | 26.802 | 13.999 | 0.894 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.1 | dimensionless | 0.147 | 0.138 | 0.008 | 0.183 | 0.179 | 0.037 | 0.98 |
| SWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | -49.309 | -45.466 | -3.843 | 36.7 | 32.04 | 17.443 | 0.886 |
| LWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | 26.412 | 26.366 | 0.046 | 19.654 | 15.007 | 10.487 | 0.85 |
| NETCF_SRF global ceres_ebaf_surface_v4.1 | W/m2 | -22.897 | -19.1 | -3.797 | 36.588 | 34.785 | 14.596 | 0.923 |
| FLDS global ceres_ebaf_surface_v4.1 | W/m2 | 346.434 | 354.672 | -8.238 | 61.077 | 64.893 | 16.061 | 0.978 |
| FLDSC global ceres_ebaf_surface_v4.1 | W/m2 | 319.483 | 327.784 | -8.302 | 72.112 | 75.108 | 13.228 | 0.991 |
| FLNS global ceres_ebaf_surface_v4.1 | W/m2 | 56.796 | 52.976 | 3.82 | 25.375 | 21.759 | 13.128 | 0.869 |
| FLNSC global ceres_ebaf_surface_v4.1 | W/m2 | 83.208 | 79.342 | 3.866 | 19.188 | 21.262 | 9.355 | 0.916 |
| FSDS global ceres_ebaf_surface_v4.1 | W/m2 | 180.559 | 178.531 | 2.028 | 90.262 | 85.248 | 21.348 | 0.972 |
| FSDSC global ceres_ebaf_surface_v4.1 | W/m2 | 236.097 | 229.758 | 6.339 | 102.876 | 97.669 | 10.833 | 0.998 |
| FSNS global ceres_ebaf_surface_v4.1 | W/m2 | 159.834 | 158.674 | 1.16 | 81.122 | 76.909 | 18.19 | 0.975 |
| FSNSC global ceres_ebaf_surface_v4.1 | W/m2 | 209.143 | 204.14 | 5.003 | 94.78 | 90.534 | 12.383 | 0.994 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.0 | dimensionless | 0.147 | 0.139 | 0.008 | 0.183 | 0.179 | 0.037 | 0.98 |
| SWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | -49.309 | -47.5 | -1.809 | 36.7 | 33.225 | 17.027 | 0.887 |
| LWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | 26.412 | 28.724 | -2.312 | 19.654 | 15.004 | 10.461 | 0.86 |
| NETCF_SRF global ceres_ebaf_surface_v4.0 | W/m2 | -22.897 | -18.776 | -4.121 | 36.588 | 35.206 | 14.321 | 0.928 |
| FLDS global ceres_ebaf_surface_v4.0 | W/m2 | 346.434 | 354.524 | -8.09 | 61.077 | 64.936 | 16.078 | 0.978 |
| FLDSC global ceres_ebaf_surface_v4.0 | W/m2 | 319.483 | 325.097 | -5.614 | 72.112 | 76.612 | 12.652 | 0.99 |
| FLNS global ceres_ebaf_surface_v4.0 | W/m2 | 56.796 | 52.948 | 3.848 | 25.375 | 21.684 | 13.201 | 0.867 |
| FLNSC global ceres_ebaf_surface_v4.0 | W/m2 | 83.208 | 81.672 | 1.536 | 19.188 | 21.849 | 8.647 | 0.922 |
| FSDS global ceres_ebaf_surface_v4.0 | W/m2 | 180.559 | 179.01 | 1.549 | 90.262 | 85.356 | 21.71 | 0.971 |
| FSDSC global ceres_ebaf_surface_v4.0 | W/m2 | 236.097 | 232.729 | 3.369 | 102.876 | 99.008 | 7.91 | 0.998 |
| FSNS global ceres_ebaf_surface_v4.0 | W/m2 | 159.834 | 158.97 | 0.864 | 81.122 | 76.892 | 18.367 | 0.974 |
| FSNSC global ceres_ebaf_surface_v4.0 | W/m2 | 209.143 | 206.47 | 2.673 | 94.78 | 91.574 | 10.642 | 0.994 |
| LHFLX global OAFlux | kg/m2/s | 88.766 | 89.015 | -0.249 | 58.192 | 44.76 | 29.919 | 0.909 |
| SHFLX global OAFlux | W/m2 | 23.331 | 8.916 | 14.415 | 23.393 | 9.392 | 12.827 | 0.465 |
| LHFLX global ERA-Interim | kg/m2/s | 88.766 | 86.255 | 2.511 | 58.192 | 53.52 | 19.134 | 0.946 |
| SHFLX global ERA-Interim | W/m2 | 23.331 | 18.735 | 4.596 | 23.393 | 21.379 | 12.605 | 0.866 |
| PSL global ERA-Interim | mbar | 1011.132 | 1011.175 | -0.042 | 9.776 | 8.531 | 2.611 | 0.968 |
| FSNS global ERA-Interim | W/m2 | 159.834 | 156.735 | 3.099 | 81.122 | 77.782 | 19.027 | 0.973 |
| FLNS global ERA-Interim | W/m2 | 56.796 | 55.713 | 1.083 | 25.375 | 21.907 | 10.163 | 0.919 |
| NET_FLUX_SRF global ERA-Interim | W/m2 | -9.102 | -3.968 | -5.134 | 76.292 | 74.007 | 23.05 | 0.956 |
| PRECT global ERA-Interim | mm/day | 3.063 | 2.988 | 0.075 | 2.911 | 2.804 | 1.289 | 0.899 |
| TMQ global ERA-Interim | kg/m2 | 25.161 | 25.939 | -0.777 | 14.184 | 14.967 | 2.965 | 0.982 |
| U-850mb global ERA-Interim | m/s | 1.338 | 1.139 | 0.199 | 6.469 | 5.814 | 1.609 | 0.971 |
| U-200mb global ERA-Interim | m/s | 14.731 | 12.972 | 1.758 | 15.454 | 16.052 | 3.515 | 0.982 |
| Z3-500mb global ERA-Interim | hectometer | 56.668 | 56.891 | -0.223 | 2.719 | 2.614 | 0.329 | 0.997 |
| OMEGA-200mb global ERA-Interim | mbar/day | 0.188 | 0.002 | 0.186 | 16.678 | 12.978 | 9.807 | 0.81 |
| OMEGA-500mb global ERA-Interim | mbar/day | 0.021 | -0.0 | 0.021 | 27.864 | 27.098 | 17.181 | 0.805 |
| OMEGA-850mb global ERA-Interim | mbar/day | -0.016 | 2.642 | -2.658 | 34.06 | 46.269 | 26.733 | 0.711 |
| T-850mb global ERA-Interim | K | 281.873 | 282.609 | -0.736 | 9.861 | 11.288 | 1.772 | 0.993 |
| T-200mb global ERA-Interim | K | 216.256 | 218.771 | -2.516 | 4.317 | 4.954 | 2.847 | 0.968 |
| TAUXY ocean ERA-Interim | N/m^2 | 0.082 | 0.076 | 0.006 | 0.061 | 0.058 | 0.028 | 0.888 |
| LHFLX global MERRA2 | kg/m2/s | 88.766 | 87.697 | 1.069 | 58.192 | 55.764 | 20.897 | 0.934 |
| SHFLX global MERRA2 | W/m2 | 23.331 | 20.502 | 2.829 | 23.393 | 25.724 | 12.635 | 0.879 |
| PSL global MERRA2 | mbar | 1011.132 | 1010.716 | 0.416 | 9.776 | 8.913 | 3.051 | 0.952 |
| FSNS global MERRA2 | W/m2 | 159.834 | 159.986 | -0.152 | 81.122 | 79.864 | 21.895 | 0.963 |
| FLNS global MERRA2 | W/m2 | 56.796 | 62.11 | -5.314 | 25.375 | 21.98 | 11.0 | 0.927 |
| NET_FLUX_SRF global MERRA2 | W/m2 | -9.102 | -10.324 | 1.222 | 76.292 | 75.196 | 25.456 | 0.944 |
| PRECT global MERRA2 | mm/day | 3.063 | 3.066 | -0.004 | 2.911 | 3.187 | 1.586 | 0.869 |
| TMQ global MERRA2 | kg/m2 | 25.161 | 26.551 | -1.39 | 14.184 | 15.517 | 3.267 | 0.984 |
| U-850mb global MERRA2 | m/s | 1.338 | 1.008 | 0.33 | 6.469 | 6.097 | 1.555 | 0.972 |
| U-200mb global MERRA2 | m/s | 14.731 | 13.413 | 1.318 | 15.454 | 15.666 | 3.278 | 0.981 |
| Z3-500mb global MERRA2 | hectometer | 56.668 | 56.876 | -0.208 | 2.719 | 2.613 | 0.328 | 0.996 |
| OMEGA-200mb global MERRA2 | mbar/day | 0.188 | -0.099 | 0.287 | 16.678 | 14.305 | 9.095 | 0.839 |
| OMEGA-500mb global MERRA2 | mbar/day | 0.021 | 0.038 | -0.018 | 27.864 | 29.232 | 17.367 | 0.816 |
| OMEGA-850mb global MERRA2 | mbar/day | -0.016 | -0.03 | 0.015 | 34.06 | 35.952 | 26.883 | 0.695 |
| T-850mb global MERRA2 | K | 281.873 | 279.286 | 2.587 | 9.861 | 27.292 | 16.114 | 0.493 |
| T-200mb global MERRA2 | K | 216.256 | 218.559 | -2.304 | 4.317 | 5.042 | 2.701 | 0.966 |
| TAUXY ocean MERRA2 | N/m^2 | 0.082 | 0.082 | 0.0 | 0.061 | 0.063 | 0.029 | 0.889 |
| CLDTOT_TAU1.3_ISCCP global ISCCPCOSP | % | 47.513 | 51.872 | -4.359 | 24.863 | 18.456 | 14.564 | 0.826 |
| CLDTOT_TAU1.3_9.4_ISCCP global ISCCPCOSP | % | 21.825 | 34.017 | -12.192 | 9.349 | 10.517 | 14.496 | 0.696 |
| CLDTOT_TAU9.4_ISCCP global ISCCPCOSP | % | 25.688 | 17.855 | 7.833 | 18.169 | 11.442 | 14.429 | 0.776 |
| CLDTOT_TAU1.3_MISR global MISRCOSP | % | 47.579 | 52.644 | -5.065 | 24.985 | 19.304 | 11.93 | 0.861 |
| CLDTOT_TAU1.3_9.4_MISR global MISRCOSP | % | 21.855 | 32.041 | -10.186 | 9.441 | 9.054 | 10.943 | 0.725 |
| CLDTOT_TAU9.4_MISR global MISRCOSP | % | 25.724 | 20.603 | 5.121 | 18.297 | 12.541 | 12.91 | 0.773 |
| CLDLOW_TAU1.3_MISR global MISRCOSP | % | 0.0 | 31.339 | -31.339 | 0.0 | 17.261 | 35.778 | nan |
| CLDLOW_TAU1.3_9.4_MISR global MISRCOSP | % | 0.0 | 21.148 | -21.148 | 0.0 | 9.683 | 23.259 | nan |
| CLDLOW_TAU9.4_MISR global MISRCOSP | % | 0.0 | 10.192 | -10.192 | 0.0 | 9.104 | 13.665 | nan |
| CLDTOT_TAU1.3_MODIS global MODISCOSP | % | 46.435 | 47.805 | -1.37 | 24.527 | 22.772 | 12.295 | 0.867 |
| CLDTOT_TAU1.3_9.4_MODIS global MODISCOSP | % | 21.018 | 24.402 | -3.384 | 9.183 | 10.253 | 7.733 | 0.744 |
| CLDTOT_TAU9.4_MODIS global MODISCOSP | % | 25.417 | 23.403 | 2.014 | 18.055 | 14.738 | 11.017 | 0.801 |
| CLDHGH_TAU1.3_MODIS global MODISCOSP | % | 46.435 | 26.543 | 19.892 | 24.527 | 19.117 | 25.78 | 0.761 |
| CLDHGH_TAU1.3_9.4_MODIS global MODISCOSP | % | 21.018 | 14.207 | 6.81 | 9.183 | 9.372 | 10.252 | 0.66 |
| CLDHGH_TAU9.4_MODIS global MODISCOSP | % | 25.417 | 12.335 | 13.082 | 18.055 | 10.896 | 18.321 | 0.734 |
| CLDTOT_CAL global CALIPSOCOSP | % | 59.2 | 67.217 | -8.018 | 23.727 | 17.901 | 14.896 | 0.852 |
| CLDLOW_CAL global CALIPSOCOSP | % | 32.287 | 38.022 | -5.735 | 23.805 | 19.396 | 13.51 | 0.862 |
| CLDMED_CAL global CALIPSOCOSP | % | 16.345 | 18.121 | -1.775 | 13.259 | 10.555 | 9.664 | 0.705 |
| CLDHGH_CAL global CALIPSOCOSP | % | 29.555 | 31.579 | -2.023 | 17.318 | 17.891 | 9.224 | 0.869 |
| TGCLDLWP_OCN global SSMI | g/m^2 | 56.278 | 97.429 | -41.151 | 30.965 | 30.569 | 43.861 | 0.654 |
| AODVIS global AOD_550 | dimensionless | 0.138 | 0.132 | 0.006 | 0.108 | 0.089 | 0.075 | 0.731 |
| TREFHT land ERA-Interim | DegC | 12.758 | 13.113 | -0.355 | 20.578 | 19.362 | 3.146 | 0.99 |
| TREFHT global ERA-Interim | DegC | 15.167 | 16.115 | -0.948 | 14.411 | 14.291 | 1.822 | 0.994 |
| TREFHT land MERRA2 | DegC | 12.758 | 12.858 | -0.1 | 20.578 | 20.279 | 2.799 | 0.992 |
| TREFHT global MERRA2 | DegC | 15.167 | 16.059 | -0.891 | 14.411 | 14.671 | 1.77 | 0.995 |
| PminusE global GPCP_OAFLux | mm/day | -0.005 | -0.177 | 0.172 | 2.959 | 2.885 | 1.444 | 0.894 |
| PminusE global COREv2_Flux | mm/day | -0.005 | -0.293 | 0.288 | 3.019 | 2.824 | 1.613 | 0.87 |