Test: v2 plus P3 v4 (tuned)
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 | 3.011 | 2.675 | 0.337 | 2.129 | 1.922 | 0.986 | 0.9 |
| PRECT global GPCP_v2.3 | mm/day | 3.011 | 2.69 | 0.321 | 2.129 | 1.934 | 0.985 | 0.899 |
| TREFHT land_60S90N CRU | DegC | 13.011 | 12.897 | 0.114 | 12.724 | 13.107 | 1.689 | 0.992 |
| SST global HadISST_CL | degC | 20.269 | 20.186 | 0.082 | 8.313 | 8.252 | 0.286 | 0.999 |
| SST global HadISST_PI | degC | 20.269 | 19.77 | 0.498 | 8.313 | 8.237 | 0.628 | 0.999 |
| SST global HadISST_PD | degC | 20.269 | 20.275 | -0.006 | 8.313 | 8.27 | 0.217 | 1.0 |
| SOLIN global ceres_ebaf_toa_v4.1 | W/m2 | 340.263 | 340.267 | -0.004 | 72.708 | 72.726 | 0.445 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.1 | dimensionless | 0.326 | 0.314 | 0.013 | 0.113 | 0.12 | 0.033 | 0.967 |
| ALBEDOC global ceres_ebaf_toa_v4.1 | dimensionless | 0.177 | 0.176 | 0.001 | 0.12 | 0.121 | 0.019 | 0.988 |
| RESTOM global ceres_ebaf_toa_v4.1 | W/m2 | -2.981 | 0.927 | -3.907 | 54.585 | 56.014 | 9.417 | 0.988 |
| FLUT global ceres_ebaf_toa_v4.1 | W/m2 | 239.652 | 240.313 | -0.661 | 29.058 | 29.746 | 6.193 | 0.978 |
| FLUTC global ceres_ebaf_toa_v4.1 | W/m2 | 262.605 | 266.126 | -3.521 | 29.655 | 29.773 | 4.327 | 0.996 |
| FSNTOA global ceres_ebaf_toa_v4.1 | W/m2 | 236.581 | 241.24 | -4.659 | 77.506 | 80.108 | 11.412 | 0.992 |
| FSNTOAC global ceres_ebaf_toa_v4.1 | W/m2 | 286.096 | 286.549 | -0.453 | 82.665 | 82.664 | 5.429 | 0.998 |
| SWCF global ceres_ebaf_toa_v4.1 | W/m2 | -49.516 | -45.309 | -4.206 | 21.992 | 20.241 | 11.595 | 0.872 |
| LWCF global ceres_ebaf_toa_v4.1 | W/m2 | 22.953 | 25.813 | -2.86 | 11.524 | 11.0 | 5.815 | 0.9 |
| NETCF global ceres_ebaf_toa_v4.1 | W/m2 | -26.563 | -19.497 | -7.066 | 16.707 | 15.098 | 11.782 | 0.829 |
| SOLIN global ceres_ebaf_toa_v4.0 | W/m2 | 340.263 | 340.276 | -0.012 | 72.708 | 72.729 | 0.446 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.0 | dimensionless | 0.326 | 0.314 | 0.012 | 0.113 | 0.12 | 0.033 | 0.967 |
| ALBEDOC global ceres_ebaf_toa_v4.0 | dimensionless | 0.177 | 0.175 | 0.002 | 0.12 | 0.123 | 0.019 | 0.988 |
| RESTOM global ceres_ebaf_toa_v4.0 | W/m2 | -2.981 | 0.859 | -3.84 | 54.585 | 56.024 | 9.418 | 0.988 |
| FLUT global ceres_ebaf_toa_v4.0 | W/m2 | 239.652 | 240.257 | -0.606 | 29.058 | 29.761 | 6.189 | 0.978 |
| FLUTC global ceres_ebaf_toa_v4.0 | W/m2 | 262.605 | 268.249 | -5.644 | 29.655 | 31.263 | 6.577 | 0.995 |
| FSNTOA global ceres_ebaf_toa_v4.0 | W/m2 | 236.581 | 241.117 | -4.536 | 77.506 | 80.146 | 11.399 | 0.992 |
| FSNTOAC global ceres_ebaf_toa_v4.0 | W/m2 | 286.096 | 286.923 | -0.826 | 82.665 | 82.945 | 5.472 | 0.998 |
| SWCF global ceres_ebaf_toa_v4.0 | W/m2 | -49.516 | -45.806 | -3.71 | 21.992 | 20.576 | 11.438 | 0.873 |
| LWCF global ceres_ebaf_toa_v4.0 | W/m2 | 22.953 | 27.991 | -5.038 | 11.524 | 12.282 | 7.238 | 0.907 |
| NETCF global ceres_ebaf_toa_v4.0 | W/m2 | -26.563 | -17.814 | -8.748 | 16.707 | 15.115 | 12.99 | 0.822 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.1 | dimensionless | 0.148 | 0.143 | 0.005 | 0.175 | 0.173 | 0.026 | 0.989 |
| SWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | -53.845 | -48.201 | -5.644 | 24.061 | 21.71 | 13.012 | 0.874 |
| LWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | 26.611 | 27.457 | -0.846 | 17.428 | 14.402 | 7.578 | 0.905 |
| NETCF_SRF global ceres_ebaf_surface_v4.1 | W/m2 | -27.234 | -20.743 | -6.49 | 21.232 | 20.786 | 12.514 | 0.871 |
| FLDS global ceres_ebaf_surface_v4.1 | W/m2 | 347.351 | 345.466 | 1.885 | 66.176 | 66.27 | 8.91 | 0.991 |
| FLDSC global ceres_ebaf_surface_v4.1 | W/m2 | 319.466 | 317.799 | 1.667 | 76.508 | 76.288 | 6.533 | 0.997 |
| FLNS global ceres_ebaf_surface_v4.1 | W/m2 | 51.409 | 53.458 | -2.049 | 18.695 | 17.711 | 8.232 | 0.905 |
| FLNSC global ceres_ebaf_surface_v4.1 | W/m2 | 78.02 | 80.915 | -2.895 | 15.018 | 17.192 | 7.034 | 0.93 |
| FSDS global ceres_ebaf_surface_v4.1 | W/m2 | 179.487 | 186.873 | -7.386 | 55.902 | 55.401 | 14.936 | 0.973 |
| FSDSC global ceres_ebaf_surface_v4.1 | W/m2 | 239.259 | 240.978 | -1.719 | 49.787 | 48.271 | 4.82 | 0.996 |
| FSNS global ceres_ebaf_surface_v4.1 | W/m2 | 156.224 | 163.717 | -7.493 | 60.372 | 61.844 | 13.638 | 0.983 |
| FSNSC global ceres_ebaf_surface_v4.1 | W/m2 | 210.069 | 211.918 | -1.849 | 64.705 | 63.841 | 6.944 | 0.995 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.0 | dimensionless | 0.148 | 0.144 | 0.004 | 0.175 | 0.174 | 0.026 | 0.989 |
| SWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | -53.845 | -50.235 | -3.61 | 24.061 | 22.305 | 12.39 | 0.872 |
| LWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | 26.611 | 30.068 | -3.457 | 17.428 | 14.711 | 7.794 | 0.919 |
| NETCF_SRF global ceres_ebaf_surface_v4.0 | W/m2 | -27.234 | -20.167 | -7.067 | 21.232 | 20.463 | 12.372 | 0.882 |
| FLDS global ceres_ebaf_surface_v4.0 | W/m2 | 347.351 | 345.277 | 2.074 | 66.176 | 66.344 | 8.925 | 0.991 |
| FLDSC global ceres_ebaf_surface_v4.0 | W/m2 | 319.466 | 314.466 | 5.0 | 76.508 | 77.709 | 8.385 | 0.996 |
| FLNS global ceres_ebaf_surface_v4.0 | W/m2 | 51.409 | 53.408 | -2.0 | 18.695 | 17.6 | 8.227 | 0.905 |
| FLNSC global ceres_ebaf_surface_v4.0 | W/m2 | 78.02 | 83.476 | -5.457 | 15.018 | 18.046 | 8.379 | 0.942 |
| FSDS global ceres_ebaf_surface_v4.0 | W/m2 | 179.487 | 187.216 | -7.729 | 55.902 | 55.394 | 15.11 | 0.973 |
| FSDSC global ceres_ebaf_surface_v4.0 | W/m2 | 239.259 | 243.864 | -4.604 | 49.787 | 48.19 | 5.994 | 0.997 |
| FSNS global ceres_ebaf_surface_v4.0 | W/m2 | 156.224 | 163.89 | -7.666 | 60.372 | 61.838 | 13.726 | 0.983 |
| FSNSC global ceres_ebaf_surface_v4.0 | W/m2 | 210.069 | 214.125 | -4.056 | 64.705 | 64.156 | 7.489 | 0.995 |
| LHFLX global OAFlux | kg/m2/s | 87.143 | 93.697 | -6.554 | 55.143 | 37.492 | 23.89 | 0.954 |
| SHFLX global OAFlux | W/m2 | 19.091 | 10.428 | 8.663 | 17.7 | 8.383 | 7.513 | 0.745 |
| LHFLX global ERA-Interim | kg/m2/s | 87.143 | 83.172 | 3.97 | 55.143 | 50.224 | 12.698 | 0.978 |
| SHFLX global ERA-Interim | W/m2 | 19.091 | 17.459 | 1.631 | 17.7 | 16.867 | 6.846 | 0.927 |
| PSL global ERA-Interim | mbar | 1011.555 | 1011.302 | 0.254 | 9.589 | 8.141 | 2.216 | 0.982 |
| FSNS global ERA-Interim | W/m2 | 156.224 | 163.729 | -7.505 | 60.372 | 58.922 | 13.772 | 0.982 |
| FLNS global ERA-Interim | W/m2 | 51.409 | 56.192 | -4.783 | 18.695 | 18.108 | 7.654 | 0.948 |
| NET_FLUX_SRF global ERA-Interim | W/m2 | -1.466 | 6.905 | -8.371 | 32.87 | 27.254 | 17.589 | 0.884 |
| PRECT global ERA-Interim | mm/day | 3.011 | 2.925 | 0.087 | 2.155 | 2.283 | 0.892 | 0.921 |
| TMQ global ERA-Interim | kg/m2 | 26.814 | 24.41 | 2.405 | 15.157 | 14.303 | 2.978 | 0.995 |
| U-850mb global ERA-Interim | m/s | 1.241 | 1.097 | 0.144 | 6.144 | 5.397 | 1.297 | 0.982 |
| U-200mb global ERA-Interim | m/s | 16.426 | 15.687 | 0.739 | 12.133 | 12.313 | 2.561 | 0.98 |
| Z3-500mb global ERA-Interim | hectometer | 56.671 | 56.618 | 0.052 | 2.676 | 2.575 | 0.189 | 0.998 |
| OMEGA-200mb global ERA-Interim | mbar/day | 0.178 | 0.002 | 0.175 | 11.98 | 9.33 | 7.186 | 0.801 |
| OMEGA-500mb global ERA-Interim | mbar/day | 0.01 | 0.0 | 0.01 | 19.638 | 20.601 | 11.874 | 0.827 |
| OMEGA-850mb global ERA-Interim | mbar/day | -0.014 | 2.55 | -2.564 | 25.165 | 37.976 | 20.926 | 0.722 |
| T-850mb global ERA-Interim | K | 281.124 | 281.125 | -0.001 | 9.923 | 10.891 | 0.907 | 0.998 |
| T-200mb global ERA-Interim | K | 218.372 | 218.818 | -0.446 | 2.761 | 2.015 | 1.502 | 0.865 |
| TAUXY ocean ERA-Interim | N/m^2 | 0.072 | 0.067 | 0.005 | 0.054 | 0.051 | 0.019 | 0.938 |
| LHFLX global MERRA2 | kg/m2/s | 87.143 | 84.374 | 2.769 | 55.143 | 52.092 | 13.776 | 0.97 |
| SHFLX global MERRA2 | W/m2 | 19.091 | 18.961 | 0.129 | 17.7 | 20.663 | 8.954 | 0.902 |
| PSL global MERRA2 | mbar | 1011.555 | 1010.9 | 0.655 | 9.589 | 8.313 | 2.541 | 0.972 |
| FSNS global MERRA2 | W/m2 | 156.224 | 164.068 | -7.844 | 60.372 | 61.911 | 16.441 | 0.972 |
| FLNS global MERRA2 | W/m2 | 51.409 | 62.112 | -10.704 | 18.695 | 17.836 | 12.834 | 0.926 |
| NET_FLUX_SRF global MERRA2 | W/m2 | -1.466 | -1.379 | -0.087 | 32.87 | 27.253 | 18.188 | 0.833 |
| PRECT global MERRA2 | mm/day | 3.011 | 2.953 | 0.058 | 2.155 | 2.56 | 1.418 | 0.833 |
| TMQ global MERRA2 | kg/m2 | 26.814 | 24.944 | 1.871 | 15.157 | 14.816 | 2.511 | 0.994 |
| U-850mb global MERRA2 | m/s | 1.241 | 0.943 | 0.298 | 6.144 | 5.646 | 1.296 | 0.98 |
| U-200mb global MERRA2 | m/s | 16.426 | 16.088 | 0.339 | 12.133 | 11.968 | 2.395 | 0.981 |
| Z3-500mb global MERRA2 | hectometer | 56.671 | 56.597 | 0.073 | 2.676 | 2.569 | 0.205 | 0.998 |
| OMEGA-200mb global MERRA2 | mbar/day | 0.178 | -0.1 | 0.277 | 11.98 | 9.306 | 6.641 | 0.835 |
| OMEGA-500mb global MERRA2 | mbar/day | 0.01 | 0.05 | -0.04 | 19.638 | 22.137 | 14.533 | 0.764 |
| OMEGA-850mb global MERRA2 | mbar/day | -0.014 | 0.173 | -0.187 | 25.165 | 32.55 | 21.796 | 0.702 |
| T-850mb global MERRA2 | K | 281.124 | 277.934 | 3.19 | 9.923 | 26.877 | 15.088 | 0.545 |
| T-200mb global MERRA2 | K | 218.372 | 218.64 | -0.268 | 2.761 | 2.072 | 1.43 | 0.869 |
| TAUXY ocean MERRA2 | N/m^2 | 0.072 | 0.072 | 0.0 | 0.054 | 0.053 | 0.02 | 0.932 |
| CLDTOT_TAU1.3_ISCCP global ISCCPCOSP | % | 49.019 | 51.964 | -2.945 | 21.156 | 16.389 | 9.787 | 0.907 |
| CLDTOT_TAU1.3_9.4_ISCCP global ISCCPCOSP | % | 22.738 | 33.221 | -10.483 | 8.898 | 9.694 | 12.543 | 0.729 |
| CLDTOT_TAU9.4_ISCCP global ISCCPCOSP | % | 26.281 | 18.743 | 7.538 | 13.811 | 10.097 | 12.457 | 0.697 |
| CLDTOT_TAU1.3_MISR global MISRCOSP | % | 49.014 | 54.162 | -5.149 | 21.316 | 18.838 | 9.17 | 0.888 |
| CLDTOT_TAU1.3_9.4_MISR global MISRCOSP | % | 22.736 | 31.925 | -9.19 | 8.975 | 7.848 | 8.395 | 0.797 |
| CLDTOT_TAU9.4_MISR global MISRCOSP | % | 26.278 | 22.237 | 4.041 | 13.955 | 12.378 | 10.354 | 0.806 |
| CLDLOW_TAU1.3_MISR global MISRCOSP | % | 0.0 | 32.126 | -32.126 | 0.002 | 15.893 | 35.843 | nan |
| CLDLOW_TAU1.3_9.4_MISR global MISRCOSP | % | 0.0 | 20.985 | -20.985 | 0.002 | 8.441 | 22.619 | nan |
| CLDLOW_TAU9.4_MISR global MISRCOSP | % | 0.0 | 11.141 | -11.141 | 0.0 | 8.388 | 13.946 | nan |
| CLDTOT_TAU1.3_MODIS global MODISCOSP | % | 47.675 | 48.129 | -0.454 | 21.049 | 19.63 | 9.543 | 0.892 |
| CLDTOT_TAU1.3_9.4_MODIS global MODISCOSP | % | 21.628 | 24.606 | -2.978 | 8.794 | 8.203 | 6.541 | 0.767 |
| CLDTOT_TAU9.4_MODIS global MODISCOSP | % | 26.047 | 23.523 | 2.524 | 13.868 | 13.484 | 9.404 | 0.781 |
| CLDHGH_TAU1.3_MODIS global MODISCOSP | % | 47.675 | 27.171 | 20.504 | 21.049 | 18.236 | 24.16 | 0.798 |
| CLDHGH_TAU1.3_9.4_MODIS global MODISCOSP | % | 21.628 | 14.24 | 7.388 | 8.794 | 8.324 | 9.163 | 0.801 |
| CLDHGH_TAU9.4_MODIS global MODISCOSP | % | 26.047 | 12.931 | 13.116 | 13.868 | 10.988 | 16.833 | 0.662 |
| CLDTOT_CAL global CALIPSOCOSP | % | 64.111 | 67.251 | -3.14 | 18.241 | 14.647 | 8.682 | 0.899 |
| CLDLOW_CAL global CALIPSOCOSP | % | 35.791 | 37.948 | -2.157 | 22.802 | 17.515 | 10.57 | 0.904 |
| CLDMED_CAL global CALIPSOCOSP | % | 12.868 | 18.088 | -5.22 | 7.279 | 9.678 | 7.8 | 0.807 |
| CLDHGH_CAL global CALIPSOCOSP | % | 33.292 | 32.041 | 1.251 | 14.264 | 13.127 | 6.907 | 0.881 |
| TGCLDLWP_OCN global SSMI | g/m^2 | 58.939 | 95.636 | -36.697 | 24.841 | 24.473 | 36.178 | 0.728 |
| AODVIS global AOD_550 | dimensionless | 0.208 | 0.132 | 0.076 | 0.116 | 0.089 | 0.1 | 0.83 |
| TREFHT land ERA-Interim | DegC | 8.403 | 8.204 | 0.198 | 19.082 | 17.652 | 2.576 | 0.992 |
| TREFHT global ERA-Interim | DegC | 14.227 | 14.411 | -0.184 | 14.427 | 14.109 | 1.066 | 0.998 |
| TREFHT land MERRA2 | DegC | 8.403 | 7.782 | 0.621 | 19.082 | 18.451 | 2.322 | 0.993 |
| TREFHT global MERRA2 | DegC | 14.227 | 14.339 | -0.112 | 14.427 | 14.441 | 1.072 | 0.997 |
| PminusE global GPCP_OAFLux | mm/day | -0.0 | -0.132 | 0.132 | 2.202 | 2.166 | 0.94 | 0.926 |
| PminusE global COREv2_Flux | mm/day | -0.0 | -0.291 | 0.291 | 2.241 | 2.099 | 1.105 | 0.896 |