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 | 2.976 | 2.677 | 0.298 | 2.776 | 2.326 | 1.354 | 0.881 |
| PRECT global GPCP_v2.3 | mm/day | 2.976 | 2.699 | 0.277 | 2.776 | 2.369 | 1.343 | 0.881 |
| TREFHT land_60S90N CRU | DegC | 3.569 | 5.535 | -1.966 | 19.59 | 19.99 | 3.214 | 0.991 |
| SST global HadISST_CL | degC | 19.625 | 20.128 | -0.502 | 8.181 | 8.348 | 1.309 | 0.99 |
| SST global HadISST_PI | degC | 19.626 | 19.728 | -0.103 | 8.181 | 8.321 | 1.212 | 0.989 |
| SST global HadISST_PD | degC | 19.625 | 20.199 | -0.574 | 8.181 | 8.373 | 1.375 | 0.989 |
| SOLIN global ceres_ebaf_toa_v4.1 | W/m2 | 350.433 | 350.5 | -0.067 | 147.267 | 146.707 | 1.04 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.1 | dimensionless | 0.334 | 0.349 | -0.015 | 0.146 | 0.416 | 0.369 | 0.399 |
| ALBEDOC global ceres_ebaf_toa_v4.1 | dimensionless | 0.196 | 0.212 | -0.017 | 0.155 | 0.279 | 0.212 | 0.661 |
| RESTOM global ceres_ebaf_toa_v4.1 | W/m2 | 7.715 | 7.946 | -0.231 | 96.234 | 95.935 | 11.626 | 0.993 |
| FLUT global ceres_ebaf_toa_v4.1 | W/m2 | 239.378 | 237.474 | 1.904 | 35.861 | 32.743 | 9.496 | 0.967 |
| FLUTC global ceres_ebaf_toa_v4.1 | W/m2 | 262.1 | 263.309 | -1.209 | 35.172 | 32.648 | 5.68 | 0.989 |
| FSNTOA global ceres_ebaf_toa_v4.1 | W/m2 | 247.012 | 245.42 | 1.592 | 120.432 | 117.178 | 14.353 | 0.993 |
| FSNTOAC global ceres_ebaf_toa_v4.1 | W/m2 | 296.335 | 294.647 | 1.688 | 140.091 | 138.14 | 10.726 | 0.997 |
| SWCF global ceres_ebaf_toa_v4.1 | W/m2 | -49.322 | -49.227 | -0.096 | 37.207 | 36.987 | 12.8 | 0.94 |
| LWCF global ceres_ebaf_toa_v4.1 | W/m2 | 22.722 | 25.835 | -3.113 | 14.993 | 14.322 | 7.46 | 0.894 |
| NETCF global ceres_ebaf_toa_v4.1 | W/m2 | -26.601 | -23.392 | -3.208 | 31.632 | 33.269 | 11.066 | 0.948 |
| SOLIN global ceres_ebaf_toa_v4.0 | W/m2 | 350.433 | 350.514 | -0.081 | 147.267 | 146.73 | 1.019 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.0 | dimensionless | 0.334 | 0.351 | -0.017 | 0.146 | 0.438 | 0.392 | 0.382 |
| ALBEDOC global ceres_ebaf_toa_v4.0 | dimensionless | 0.196 | 0.212 | -0.016 | 0.155 | 0.278 | 0.209 | 0.672 |
| RESTOM global ceres_ebaf_toa_v4.0 | W/m2 | 7.715 | 7.885 | -0.17 | 96.234 | 95.894 | 11.702 | 0.993 |
| FLUT global ceres_ebaf_toa_v4.0 | W/m2 | 239.378 | 237.395 | 1.983 | 35.861 | 32.837 | 9.502 | 0.967 |
| FLUTC global ceres_ebaf_toa_v4.0 | W/m2 | 262.1 | 265.278 | -3.179 | 35.172 | 34.719 | 6.166 | 0.989 |
| FSNTOA global ceres_ebaf_toa_v4.0 | W/m2 | 247.012 | 245.28 | 1.732 | 120.432 | 117.229 | 14.457 | 0.993 |
| FSNTOAC global ceres_ebaf_toa_v4.0 | W/m2 | 296.335 | 294.947 | 1.387 | 140.091 | 138.445 | 10.736 | 0.997 |
| SWCF global ceres_ebaf_toa_v4.0 | W/m2 | -49.322 | -49.667 | 0.345 | 37.207 | 37.369 | 12.864 | 0.941 |
| LWCF global ceres_ebaf_toa_v4.0 | W/m2 | 22.722 | 27.883 | -5.161 | 14.993 | 16.045 | 9.058 | 0.887 |
| NETCF global ceres_ebaf_toa_v4.0 | W/m2 | -26.601 | -21.784 | -4.816 | 31.632 | 33.237 | 11.806 | 0.946 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.1 | dimensionless | 0.177 | 0.162 | 0.015 | 0.218 | 0.206 | 0.075 | 0.941 |
| SWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | -53.382 | -52.803 | -0.579 | 41.444 | 40.802 | 13.681 | 0.945 |
| LWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | 27.973 | 28.212 | -0.24 | 18.978 | 15.042 | 8.241 | 0.908 |
| NETCF_SRF global ceres_ebaf_surface_v4.1 | W/m2 | -25.409 | -24.591 | -0.818 | 37.711 | 38.96 | 12.545 | 0.947 |
| FLDS global ceres_ebaf_surface_v4.1 | W/m2 | 329.75 | 336.6 | -6.85 | 72.312 | 76.368 | 15.229 | 0.985 |
| FLDSC global ceres_ebaf_surface_v4.1 | W/m2 | 301.198 | 308.658 | -7.461 | 83.162 | 84.859 | 13.462 | 0.991 |
| FLNS global ceres_ebaf_surface_v4.1 | W/m2 | 55.482 | 53.34 | 2.142 | 21.052 | 18.158 | 10.743 | 0.866 |
| FLNSC global ceres_ebaf_surface_v4.1 | W/m2 | 83.455 | 81.552 | 1.902 | 15.427 | 17.691 | 8.787 | 0.875 |
| FSDS global ceres_ebaf_surface_v4.1 | W/m2 | 196.223 | 192.761 | 3.462 | 94.086 | 90.928 | 16.422 | 0.986 |
| FSDSC global ceres_ebaf_surface_v4.1 | W/m2 | 255.601 | 251.584 | 4.018 | 110.747 | 110.286 | 7.503 | 0.998 |
| FSNS global ceres_ebaf_surface_v4.1 | W/m2 | 170.336 | 167.555 | 2.781 | 90.639 | 86.391 | 15.496 | 0.986 |
| FSNSC global ceres_ebaf_surface_v4.1 | W/m2 | 223.718 | 220.358 | 3.36 | 110.958 | 108.865 | 11.785 | 0.995 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.0 | dimensionless | 0.177 | 0.163 | 0.014 | 0.218 | 0.208 | 0.074 | 0.942 |
| SWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | -53.382 | -54.88 | 1.498 | 41.444 | 41.89 | 13.94 | 0.945 |
| LWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | 27.973 | 30.933 | -2.96 | 18.978 | 15.499 | 8.722 | 0.906 |
| NETCF_SRF global ceres_ebaf_surface_v4.0 | W/m2 | -25.409 | -23.947 | -1.462 | 37.711 | 38.604 | 12.504 | 0.947 |
| FLDS global ceres_ebaf_surface_v4.0 | W/m2 | 329.75 | 336.354 | -6.604 | 72.312 | 76.503 | 15.118 | 0.985 |
| FLDSC global ceres_ebaf_surface_v4.0 | W/m2 | 301.198 | 304.906 | -3.708 | 83.162 | 86.505 | 12.634 | 0.991 |
| FLNS global ceres_ebaf_surface_v4.0 | W/m2 | 55.482 | 53.293 | 2.189 | 21.052 | 18.078 | 10.768 | 0.866 |
| FLNSC global ceres_ebaf_surface_v4.0 | W/m2 | 83.455 | 84.226 | -0.771 | 15.427 | 18.695 | 9.056 | 0.877 |
| FSDS global ceres_ebaf_surface_v4.0 | W/m2 | 196.223 | 193.015 | 3.208 | 94.086 | 90.977 | 16.206 | 0.986 |
| FSDSC global ceres_ebaf_surface_v4.0 | W/m2 | 255.601 | 254.406 | 1.196 | 110.747 | 111.034 | 5.642 | 0.999 |
| FSNS global ceres_ebaf_surface_v4.0 | W/m2 | 170.336 | 167.644 | 2.692 | 90.639 | 86.525 | 15.428 | 0.986 |
| FSNSC global ceres_ebaf_surface_v4.0 | W/m2 | 223.718 | 222.524 | 1.194 | 110.958 | 109.792 | 10.978 | 0.995 |
| LHFLX global OAFlux | kg/m2/s | 86.331 | 92.617 | -6.287 | 65.0 | 45.307 | 30.176 | 0.921 |
| SHFLX global OAFlux | W/m2 | 20.663 | 11.992 | 8.671 | 25.188 | 18.938 | 14.542 | 0.779 |
| LHFLX global ERA-Interim | kg/m2/s | 86.331 | 81.795 | 4.536 | 65.0 | 57.939 | 19.199 | 0.96 |
| SHFLX global ERA-Interim | W/m2 | 20.663 | 15.816 | 4.847 | 25.188 | 22.513 | 12.914 | 0.88 |
| PSL global ERA-Interim | mbar | 1011.526 | 1011.443 | 0.083 | 9.634 | 8.71 | 2.436 | 0.97 |
| FSNS global ERA-Interim | W/m2 | 170.336 | 168.553 | 1.783 | 90.639 | 84.851 | 18.641 | 0.98 |
| FLNS global ERA-Interim | W/m2 | 55.482 | 55.505 | -0.023 | 21.052 | 19.466 | 10.208 | 0.876 |
| NET_FLUX_SRF global ERA-Interim | W/m2 | 7.796 | 15.438 | -7.643 | 92.229 | 88.951 | 28.422 | 0.955 |
| PRECT global ERA-Interim | mm/day | 2.976 | 2.895 | 0.081 | 2.809 | 2.724 | 1.346 | 0.882 |
| TMQ global ERA-Interim | kg/m2 | 22.47 | 23.315 | -0.845 | 14.231 | 15.456 | 2.724 | 0.988 |
| U-850mb global ERA-Interim | m/s | 0.992 | 1.068 | -0.076 | 6.32 | 5.795 | 1.737 | 0.962 |
| U-200mb global ERA-Interim | m/s | 16.982 | 16.982 | 0.001 | 15.006 | 14.76 | 4.35 | 0.957 |
| Z3-500mb global ERA-Interim | hectometer | 56.099 | 56.403 | -0.304 | 2.691 | 2.695 | 0.4 | 0.995 |
| OMEGA-200mb global ERA-Interim | mbar/day | 0.187 | 0.003 | 0.184 | 17.276 | 12.645 | 10.316 | 0.806 |
| OMEGA-500mb global ERA-Interim | mbar/day | 0.034 | 0.0 | 0.033 | 28.635 | 27.218 | 18.373 | 0.785 |
| OMEGA-850mb global ERA-Interim | mbar/day | 0.03 | 2.169 | -2.139 | 30.023 | 39.804 | 26.067 | 0.698 |
| T-850mb global ERA-Interim | K | 278.576 | 279.836 | -1.261 | 12.006 | 11.943 | 2.355 | 0.991 |
| T-200mb global ERA-Interim | K | 218.254 | 219.213 | -0.959 | 3.57 | 3.075 | 3.712 | 0.425 |
| TAUXY ocean ERA-Interim | N/m^2 | 0.072 | 0.071 | 0.001 | 0.049 | 0.05 | 0.031 | 0.798 |
| LHFLX global MERRA2 | kg/m2/s | 86.331 | 83.742 | 2.589 | 65.0 | 60.352 | 19.459 | 0.955 |
| SHFLX global MERRA2 | W/m2 | 20.663 | 17.321 | 3.342 | 25.188 | 25.204 | 13.703 | 0.861 |
| PSL global MERRA2 | mbar | 1011.526 | 1011.062 | 0.464 | 9.634 | 8.615 | 3.031 | 0.952 |
| FSNS global MERRA2 | W/m2 | 170.336 | 167.776 | 2.56 | 90.639 | 86.174 | 18.309 | 0.98 |
| FLNS global MERRA2 | W/m2 | 55.482 | 61.18 | -5.698 | 21.052 | 19.582 | 11.702 | 0.876 |
| NET_FLUX_SRF global MERRA2 | W/m2 | 7.796 | 5.534 | 2.262 | 92.229 | 80.931 | 30.377 | 0.947 |
| PRECT global MERRA2 | mm/day | 2.976 | 2.926 | 0.05 | 2.809 | 3.045 | 1.631 | 0.848 |
| TMQ global MERRA2 | kg/m2 | 22.47 | 23.701 | -1.231 | 14.231 | 15.943 | 3.18 | 0.988 |
| U-850mb global MERRA2 | m/s | 0.992 | 0.909 | 0.083 | 6.32 | 6.061 | 1.764 | 0.96 |
| U-200mb global MERRA2 | m/s | 16.982 | 17.331 | -0.349 | 15.006 | 14.563 | 4.282 | 0.959 |
| Z3-500mb global MERRA2 | hectometer | 56.099 | 56.371 | -0.272 | 2.691 | 2.691 | 0.381 | 0.995 |
| OMEGA-200mb global MERRA2 | mbar/day | 0.187 | -0.098 | 0.285 | 17.276 | 12.783 | 10.14 | 0.813 |
| OMEGA-500mb global MERRA2 | mbar/day | 0.034 | 0.056 | -0.022 | 28.635 | 28.953 | 20.024 | 0.758 |
| OMEGA-850mb global MERRA2 | mbar/day | 0.03 | 0.213 | -0.183 | 30.023 | 37.315 | 25.722 | 0.706 |
| T-850mb global MERRA2 | K | 278.576 | 276.492 | 2.084 | 12.006 | 27.619 | 14.991 | 0.621 |
| T-200mb global MERRA2 | K | 218.254 | 219.087 | -0.833 | 3.57 | 3.004 | 3.699 | 0.409 |
| TAUXY ocean MERRA2 | N/m^2 | 0.072 | 0.077 | -0.005 | 0.049 | 0.053 | 0.034 | 0.787 |
| CLDTOT_TAU1.3_ISCCP global ISCCPCOSP | % | 46.799 | 52.557 | -5.758 | 23.09 | 18.479 | 13.291 | 0.854 |
| CLDTOT_TAU1.3_9.4_ISCCP global ISCCPCOSP | % | 22.289 | 33.227 | -10.938 | 9.064 | 10.578 | 15.303 | 0.431 |
| CLDTOT_TAU9.4_ISCCP global ISCCPCOSP | % | 24.51 | 19.33 | 5.18 | 17.424 | 11.615 | 12.332 | 0.781 |
| CLDTOT_TAU1.3_MISR global MISRCOSP | % | 46.871 | 54.124 | -7.253 | 23.212 | 20.017 | 11.888 | 0.874 |
| CLDTOT_TAU1.3_9.4_MISR global MISRCOSP | % | 22.323 | 31.177 | -8.854 | 9.153 | 7.557 | 10.405 | 0.726 |
| CLDTOT_TAU9.4_MISR global MISRCOSP | % | 24.548 | 22.947 | 1.601 | 17.562 | 14.503 | 9.991 | 0.856 |
| CLDLOW_TAU1.3_MISR global MISRCOSP | % | 0.0 | 31.691 | -31.691 | 0.003 | 16.416 | 35.691 | nan |
| CLDLOW_TAU1.3_9.4_MISR global MISRCOSP | % | 0.0 | 20.284 | -20.284 | 0.003 | 8.318 | 21.923 | nan |
| CLDLOW_TAU9.4_MISR global MISRCOSP | % | 0.0 | 11.407 | -11.407 | 0.0 | 9.464 | 14.822 | nan |
| CLDTOT_TAU1.3_MODIS global MODISCOSP | % | 45.607 | 49.136 | -3.528 | 22.66 | 21.09 | 11.323 | 0.881 |
| CLDTOT_TAU1.3_9.4_MODIS global MODISCOSP | % | 21.445 | 25.207 | -3.762 | 8.901 | 8.754 | 9.071 | 0.565 |
| CLDTOT_TAU9.4_MODIS global MODISCOSP | % | 24.162 | 23.929 | 0.233 | 17.218 | 15.24 | 8.667 | 0.864 |
| CLDHGH_TAU1.3_MODIS global MODISCOSP | % | 45.607 | 28.028 | 17.579 | 22.66 | 19.236 | 22.754 | 0.78 |
| CLDHGH_TAU1.3_9.4_MODIS global MODISCOSP | % | 21.445 | 14.671 | 6.774 | 8.901 | 8.602 | 9.806 | 0.659 |
| CLDHGH_TAU9.4_MODIS global MODISCOSP | % | 24.162 | 13.357 | 10.805 | 17.218 | 12.317 | 16.115 | 0.731 |
| CLDTOT_CAL global CALIPSOCOSP | % | 59.133 | 67.777 | -8.643 | 21.302 | 16.171 | 15.095 | 0.813 |
| CLDLOW_CAL global CALIPSOCOSP | % | 34.118 | 38.152 | -4.034 | 22.716 | 17.496 | 13.737 | 0.821 |
| CLDMED_CAL global CALIPSOCOSP | % | 18.528 | 18.531 | -0.002 | 14.068 | 11.133 | 8.64 | 0.791 |
| CLDHGH_CAL global CALIPSOCOSP | % | 25.656 | 32.715 | -7.059 | 16.407 | 16.543 | 10.971 | 0.865 |
| TGCLDLWP_OCN global SSMI | g/m^2 | 58.163 | 93.988 | -35.826 | 33.634 | 28.235 | 38.987 | 0.722 |
| AODVIS global AOD_550 | dimensionless | 0.107 | 0.132 | -0.025 | 0.078 | 0.089 | 0.083 | 0.56 |
| TREFHT land ERA-Interim | DegC | 1.517 | 3.161 | -1.644 | 19.97 | 18.889 | 3.681 | 0.987 |
| TREFHT global ERA-Interim | DegC | 11.469 | 12.671 | -1.202 | 16.162 | 15.882 | 2.346 | 0.992 |
| TREFHT land MERRA2 | DegC | 1.517 | 2.649 | -1.132 | 19.97 | 19.481 | 3.583 | 0.986 |
| TREFHT global MERRA2 | DegC | 11.469 | 12.583 | -1.114 | 16.162 | 16.082 | 2.538 | 0.99 |
| PminusE global GPCP_OAFLux | mm/day | -0.008 | -0.183 | 0.176 | 2.746 | 2.551 | 1.383 | 0.884 |
| PminusE global COREv2_Flux | mm/day | -0.008 | -0.347 | 0.339 | 2.794 | 2.514 | 1.431 | 0.871 |