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 | 2.991 | 2.677 | 0.314 | 2.733 | 2.326 | 1.361 | 0.875 |
| PRECT global GPCP_v2.3 | mm/day | 2.991 | 2.699 | 0.292 | 2.733 | 2.369 | 1.334 | 0.879 |
| TREFHT land_60S90N CRU | DegC | 5.08 | 5.492 | -0.413 | 19.687 | 20.008 | 2.491 | 0.992 |
| SST global HadISST_CL | degC | 20.013 | 19.941 | 0.072 | 8.567 | 8.492 | 0.335 | 0.999 |
| SST global HadISST_PI | degC | 20.029 | 19.558 | 0.471 | 8.553 | 8.451 | 0.644 | 0.999 |
| SST global HadISST_PD | degC | 20.013 | 20.015 | -0.002 | 8.567 | 8.511 | 0.256 | 1.0 |
| SOLIN global ceres_ebaf_toa_v4.1 | W/m2 | 350.491 | 350.5 | -0.009 | 147.291 | 146.707 | 1.051 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.1 | dimensionless | 0.328 | 0.349 | -0.021 | 0.137 | 0.416 | 0.371 | 0.392 |
| ALBEDOC global ceres_ebaf_toa_v4.1 | dimensionless | 0.199 | 0.212 | -0.014 | 0.152 | 0.279 | 0.212 | 0.664 |
| RESTOM global ceres_ebaf_toa_v4.1 | W/m2 | 7.592 | 7.946 | -0.354 | 98.203 | 95.935 | 11.408 | 0.993 |
| FLUT global ceres_ebaf_toa_v4.1 | W/m2 | 239.952 | 237.474 | 2.478 | 32.783 | 32.743 | 8.853 | 0.966 |
| FLUTC global ceres_ebaf_toa_v4.1 | W/m2 | 259.937 | 263.309 | -3.371 | 33.048 | 32.648 | 5.119 | 0.993 |
| FSNTOA global ceres_ebaf_toa_v4.1 | W/m2 | 247.461 | 245.42 | 2.041 | 119.277 | 117.178 | 14.501 | 0.993 |
| FSNTOAC global ceres_ebaf_toa_v4.1 | W/m2 | 294.646 | 294.647 | -0.001 | 139.686 | 138.14 | 7.792 | 0.998 |
| SWCF global ceres_ebaf_toa_v4.1 | W/m2 | -47.185 | -49.227 | 2.042 | 36.709 | 36.987 | 13.813 | 0.931 |
| LWCF global ceres_ebaf_toa_v4.1 | W/m2 | 19.985 | 25.835 | -5.85 | 14.413 | 14.322 | 8.858 | 0.893 |
| NETCF global ceres_ebaf_toa_v4.1 | W/m2 | -27.2 | -23.392 | -3.808 | 31.403 | 33.269 | 11.941 | 0.94 |
| SOLIN global ceres_ebaf_toa_v4.0 | W/m2 | 350.491 | 350.514 | -0.023 | 147.291 | 146.73 | 1.029 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.0 | dimensionless | 0.328 | 0.351 | -0.022 | 0.137 | 0.438 | 0.393 | 0.376 |
| ALBEDOC global ceres_ebaf_toa_v4.0 | dimensionless | 0.199 | 0.212 | -0.013 | 0.152 | 0.278 | 0.208 | 0.674 |
| RESTOM global ceres_ebaf_toa_v4.0 | W/m2 | 7.592 | 7.885 | -0.293 | 98.203 | 95.894 | 11.531 | 0.993 |
| FLUT global ceres_ebaf_toa_v4.0 | W/m2 | 239.952 | 237.395 | 2.557 | 32.783 | 32.837 | 8.889 | 0.966 |
| FLUTC global ceres_ebaf_toa_v4.0 | W/m2 | 259.937 | 265.278 | -5.341 | 33.048 | 34.719 | 7.04 | 0.992 |
| FSNTOA global ceres_ebaf_toa_v4.0 | W/m2 | 247.461 | 245.28 | 2.181 | 119.277 | 117.229 | 14.631 | 0.993 |
| FSNTOAC global ceres_ebaf_toa_v4.0 | W/m2 | 294.646 | 294.947 | -0.301 | 139.686 | 138.445 | 7.813 | 0.998 |
| SWCF global ceres_ebaf_toa_v4.0 | W/m2 | -47.185 | -49.667 | 2.482 | 36.709 | 37.369 | 13.898 | 0.932 |
| LWCF global ceres_ebaf_toa_v4.0 | W/m2 | 19.985 | 27.883 | -7.898 | 14.413 | 16.045 | 10.692 | 0.893 |
| NETCF global ceres_ebaf_toa_v4.0 | W/m2 | -27.2 | -21.784 | -5.416 | 31.403 | 33.237 | 12.755 | 0.938 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.1 | dimensionless | 0.17 | 0.162 | 0.008 | 0.213 | 0.206 | 0.05 | 0.973 |
| SWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | -51.71 | -52.803 | 1.092 | 41.402 | 40.802 | 14.371 | 0.939 |
| LWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | 25.311 | 28.212 | -2.901 | 18.787 | 15.042 | 9.633 | 0.876 |
| NETCF_SRF global ceres_ebaf_surface_v4.1 | W/m2 | -26.399 | -24.591 | -1.808 | 35.756 | 38.96 | 14.737 | 0.927 |
| FLDS global ceres_ebaf_surface_v4.1 | W/m2 | 336.714 | 336.6 | 0.114 | 75.351 | 76.368 | 10.501 | 0.991 |
| FLDSC global ceres_ebaf_surface_v4.1 | W/m2 | 310.918 | 308.658 | 2.26 | 83.511 | 84.859 | 7.316 | 0.997 |
| FLNS global ceres_ebaf_surface_v4.1 | W/m2 | 52.875 | 53.34 | -0.465 | 20.069 | 18.158 | 9.309 | 0.886 |
| FLNSC global ceres_ebaf_surface_v4.1 | W/m2 | 78.187 | 81.552 | -3.365 | 16.847 | 17.691 | 9.454 | 0.87 |
| FSDS global ceres_ebaf_surface_v4.1 | W/m2 | 193.293 | 192.761 | 0.532 | 93.273 | 90.928 | 15.743 | 0.986 |
| FSDSC global ceres_ebaf_surface_v4.1 | W/m2 | 250.283 | 251.584 | -1.3 | 111.153 | 110.286 | 4.987 | 0.999 |
| FSNS global ceres_ebaf_surface_v4.1 | W/m2 | 167.237 | 167.555 | -0.318 | 88.558 | 86.391 | 14.954 | 0.986 |
| FSNSC global ceres_ebaf_surface_v4.1 | W/m2 | 218.947 | 220.358 | -1.41 | 110.554 | 108.865 | 8.69 | 0.997 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.0 | dimensionless | 0.17 | 0.163 | 0.007 | 0.213 | 0.208 | 0.05 | 0.973 |
| SWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | -51.71 | -54.88 | 3.17 | 41.402 | 41.89 | 14.839 | 0.939 |
| LWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | 25.311 | 30.933 | -5.622 | 18.787 | 15.499 | 10.052 | 0.899 |
| NETCF_SRF global ceres_ebaf_surface_v4.0 | W/m2 | -26.399 | -23.947 | -2.452 | 35.756 | 38.604 | 14.346 | 0.931 |
| FLDS global ceres_ebaf_surface_v4.0 | W/m2 | 336.714 | 336.354 | 0.36 | 75.351 | 76.503 | 10.506 | 0.991 |
| FLDSC global ceres_ebaf_surface_v4.0 | W/m2 | 310.918 | 304.906 | 6.012 | 83.511 | 86.505 | 10.095 | 0.996 |
| FLNS global ceres_ebaf_surface_v4.0 | W/m2 | 52.875 | 53.293 | -0.418 | 20.069 | 18.078 | 9.332 | 0.886 |
| FLNSC global ceres_ebaf_surface_v4.0 | W/m2 | 78.187 | 84.226 | -6.039 | 16.847 | 18.695 | 10.629 | 0.884 |
| FSDS global ceres_ebaf_surface_v4.0 | W/m2 | 193.293 | 193.015 | 0.278 | 93.273 | 90.977 | 15.715 | 0.986 |
| FSDSC global ceres_ebaf_surface_v4.0 | W/m2 | 250.283 | 254.406 | -4.122 | 111.153 | 111.034 | 5.866 | 0.999 |
| FSNS global ceres_ebaf_surface_v4.0 | W/m2 | 167.237 | 167.644 | -0.407 | 88.558 | 86.525 | 15.03 | 0.986 |
| FSNSC global ceres_ebaf_surface_v4.0 | W/m2 | 218.947 | 222.524 | -3.577 | 110.554 | 109.792 | 8.983 | 0.997 |
| LHFLX global OAFlux | kg/m2/s | 86.651 | 92.617 | -5.966 | 67.367 | 45.307 | 30.735 | 0.941 |
| SHFLX global OAFlux | W/m2 | 18.958 | 11.992 | 6.966 | 24.755 | 18.938 | 11.02 | 0.872 |
| LHFLX global ERA-Interim | kg/m2/s | 86.651 | 81.795 | 4.857 | 67.367 | 57.939 | 18.791 | 0.969 |
| SHFLX global ERA-Interim | W/m2 | 18.958 | 15.816 | 3.142 | 24.755 | 22.513 | 9.699 | 0.929 |
| PSL global ERA-Interim | mbar | 1011.721 | 1011.443 | 0.278 | 10.315 | 8.71 | 2.564 | 0.978 |
| FSNS global ERA-Interim | W/m2 | 167.237 | 168.553 | -1.316 | 88.558 | 84.851 | 16.234 | 0.983 |
| FLNS global ERA-Interim | W/m2 | 52.875 | 55.505 | -2.629 | 20.069 | 19.466 | 8.618 | 0.914 |
| NET_FLUX_SRF global ERA-Interim | W/m2 | 8.696 | 15.438 | -6.743 | 98.606 | 88.951 | 27.071 | 0.966 |
| PRECT global ERA-Interim | mm/day | 2.991 | 2.895 | 0.097 | 2.768 | 2.724 | 1.361 | 0.878 |
| TMQ global ERA-Interim | kg/m2 | 24.993 | 23.315 | 1.678 | 15.803 | 15.456 | 2.624 | 0.992 |
| U-850mb global ERA-Interim | m/s | 1.098 | 1.068 | 0.03 | 6.595 | 5.795 | 1.641 | 0.972 |
| U-200mb global ERA-Interim | m/s | 17.01 | 16.982 | 0.028 | 15.021 | 14.76 | 3.822 | 0.967 |
| Z3-500mb global ERA-Interim | hectometer | 56.386 | 56.403 | -0.017 | 2.683 | 2.695 | 0.235 | 0.996 |
| OMEGA-200mb global ERA-Interim | mbar/day | 0.189 | 0.003 | 0.187 | 17.813 | 12.645 | 10.937 | 0.794 |
| OMEGA-500mb global ERA-Interim | mbar/day | 0.018 | 0.0 | 0.018 | 27.859 | 27.218 | 17.829 | 0.791 |
| OMEGA-850mb global ERA-Interim | mbar/day | 0.043 | 2.169 | -2.126 | 29.065 | 39.804 | 25.37 | 0.71 |
| T-850mb global ERA-Interim | K | 279.722 | 279.836 | -0.114 | 11.405 | 11.943 | 1.242 | 0.996 |
| T-200mb global ERA-Interim | K | 219.065 | 219.213 | -0.148 | 3.172 | 3.075 | 3.122 | 0.502 |
| TAUXY ocean ERA-Interim | N/m^2 | 0.077 | 0.072 | 0.005 | 0.054 | 0.05 | 0.027 | 0.868 |
| LHFLX global MERRA2 | kg/m2/s | 86.651 | 83.742 | 2.909 | 67.367 | 60.352 | 19.576 | 0.96 |
| SHFLX global MERRA2 | W/m2 | 18.958 | 17.321 | 1.637 | 24.755 | 25.204 | 11.317 | 0.9 |
| PSL global MERRA2 | mbar | 1011.721 | 1011.062 | 0.659 | 10.315 | 8.615 | 3.124 | 0.964 |
| FSNS global MERRA2 | W/m2 | 167.237 | 167.776 | -0.539 | 88.558 | 86.174 | 18.569 | 0.978 |
| FLNS global MERRA2 | W/m2 | 52.875 | 61.18 | -8.304 | 20.069 | 19.582 | 12.51 | 0.889 |
| NET_FLUX_SRF global MERRA2 | W/m2 | 8.696 | 5.534 | 3.162 | 98.606 | 80.931 | 31.445 | 0.958 |
| PRECT global MERRA2 | mm/day | 2.991 | 2.926 | 0.065 | 2.768 | 3.045 | 1.712 | 0.831 |
| TMQ global MERRA2 | kg/m2 | 24.993 | 23.701 | 1.292 | 15.803 | 15.943 | 2.514 | 0.991 |
| U-850mb global MERRA2 | m/s | 1.098 | 0.909 | 0.189 | 6.595 | 6.061 | 1.646 | 0.97 |
| U-200mb global MERRA2 | m/s | 17.01 | 17.331 | -0.321 | 15.021 | 14.563 | 3.696 | 0.969 |
| Z3-500mb global MERRA2 | hectometer | 56.386 | 56.371 | 0.014 | 2.683 | 2.691 | 0.247 | 0.996 |
| OMEGA-200mb global MERRA2 | mbar/day | 0.189 | -0.098 | 0.287 | 17.813 | 12.783 | 10.531 | 0.812 |
| OMEGA-850mb global MERRA2 | mbar/day | 0.043 | 0.213 | -0.17 | 29.065 | 37.315 | 25.463 | 0.708 |
| T-850mb global MERRA2 | K | 279.722 | 276.492 | 3.23 | 11.405 | 27.619 | 15.202 | 0.619 |
| T-200mb global MERRA2 | K | 219.065 | 219.087 | -0.022 | 3.172 | 3.004 | 3.128 | 0.488 |
| TAUXY ocean MERRA2 | N/m^2 | 0.077 | 0.078 | -0.001 | 0.054 | 0.053 | 0.029 | 0.86 |
| CLDTOT_TAU1.3_ISCCP global ISCCPCOSP | % | 44.38 | 52.557 | -8.177 | 24.48 | 18.479 | 14.086 | 0.882 |
| CLDTOT_TAU1.3_9.4_ISCCP global ISCCPCOSP | % | 21.294 | 33.227 | -11.933 | 10.924 | 10.578 | 15.156 | 0.613 |
| CLDTOT_TAU9.4_ISCCP global ISCCPCOSP | % | 23.086 | 19.33 | 3.757 | 15.873 | 11.615 | 11.529 | 0.733 |
| CLDTOT_TAU1.3_MISR global MISRCOSP | % | 44.449 | 54.124 | -9.675 | 24.64 | 20.017 | 11.957 | 0.893 |
| CLDTOT_TAU1.3_9.4_MISR global MISRCOSP | % | 21.327 | 31.177 | -9.85 | 11.018 | 7.557 | 10.903 | 0.732 |
| CLDTOT_TAU9.4_MISR global MISRCOSP | % | 23.122 | 22.947 | 0.175 | 16.028 | 14.503 | 9.204 | 0.834 |
| CLDLOW_TAU1.3_MISR global MISRCOSP | % | 0.0 | 31.691 | -31.691 | 0.006 | 16.416 | 35.691 | nan |
| CLDLOW_TAU1.3_9.4_MISR global MISRCOSP | % | 0.0 | 20.284 | -20.284 | 0.006 | 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 | % | 43.243 | 49.136 | -5.892 | 24.26 | 21.09 | 12.743 | 0.881 |
| CLDTOT_TAU1.3_9.4_MODIS global MODISCOSP | % | 20.349 | 25.207 | -4.858 | 10.741 | 8.754 | 9.844 | 0.627 |
| CLDTOT_TAU9.4_MODIS global MODISCOSP | % | 22.895 | 23.929 | -1.034 | 15.921 | 15.24 | 10.018 | 0.794 |
| CLDHGH_TAU1.3_MODIS global MODISCOSP | % | 43.243 | 28.028 | 15.215 | 24.26 | 19.236 | 22.348 | 0.748 |
| CLDHGH_TAU1.3_9.4_MODIS global MODISCOSP | % | 20.349 | 14.671 | 5.678 | 10.741 | 8.602 | 9.34 | 0.726 |
| CLDHGH_TAU9.4_MODIS global MODISCOSP | % | 22.895 | 13.357 | 9.538 | 15.921 | 12.317 | 16.039 | 0.62 |
| CLDTOT_CAL global CALIPSOCOSP | % | 59.859 | 67.777 | -7.917 | 22.168 | 16.171 | 14.112 | 0.85 |
| CLDLOW_CAL global CALIPSOCOSP | % | 32.755 | 38.152 | -5.397 | 24.671 | 17.496 | 14.567 | 0.851 |
| CLDMED_CAL global CALIPSOCOSP | % | 14.172 | 18.531 | -4.359 | 9.764 | 11.133 | 9.157 | 0.711 |
| CLDHGH_CAL global CALIPSOCOSP | % | 30.347 | 32.715 | -2.368 | 16.661 | 16.543 | 9.358 | 0.85 |
| TGCLDLWP_OCN global SSMI | g/m^2 | 52.173 | 93.988 | -41.815 | 27.822 | 28.235 | 42.209 | 0.74 |
| AODVIS global AOD_550 | dimensionless | 0.184 | 0.132 | 0.052 | 0.105 | 0.089 | 0.092 | 0.703 |
| TREFHT land ERA-Interim | DegC | 2.626 | 3.109 | -0.483 | 20.447 | 18.91 | 2.9 | 0.991 |
| TREFHT global ERA-Interim | DegC | 12.318 | 12.671 | -0.353 | 16.25 | 15.882 | 1.408 | 0.997 |
| TREFHT land MERRA2 | DegC | 2.626 | 2.603 | 0.023 | 20.447 | 19.496 | 2.917 | 0.99 |
| TREFHT global MERRA2 | DegC | 12.318 | 12.583 | -0.264 | 16.25 | 16.082 | 1.634 | 0.995 |
| PminusE global GPCP_OAFLux | mm/day | -0.003 | -0.183 | 0.18 | 2.798 | 2.551 | 1.393 | 0.894 |
| PminusE global COREv2_Flux | mm/day | -0.003 | -0.347 | 0.343 | 2.852 | 2.514 | 1.511 | 0.87 |