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 | 3.102 | 2.707 | 0.395 | 2.844 | 2.489 | 1.456 | 0.87 |
| PRECT global GPCP_v2.3 | mm/day | 3.102 | 2.715 | 0.387 | 2.844 | 2.517 | 1.463 | 0.868 |
| TREFHT land_60S90N CRU | DegC | 19.992 | 19.564 | 0.428 | 8.229 | 8.252 | 1.92 | 0.974 |
| SST global HadISST_CL | degC | 20.167 | 20.08 | 0.087 | 8.453 | 8.394 | 0.33 | 0.999 |
| SST global HadISST_PI | degC | 20.261 | 19.726 | 0.535 | 8.36 | 8.33 | 0.683 | 0.999 |
| SST global HadISST_PD | degC | 20.167 | 20.181 | -0.014 | 8.453 | 8.414 | 0.294 | 0.999 |
| SOLIN global ceres_ebaf_toa_v4.1 | W/m2 | 330.38 | 330.394 | -0.014 | 139.599 | 139.049 | 1.0 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.1 | dimensionless | 0.34 | 216.391 | -216.051 | 0.124 | 40113.522 | 20057.484 | 0.006 |
| ALBEDOC global ceres_ebaf_toa_v4.1 | dimensionless | 0.185 | 2.245 | -2.06 | 0.125 | 378.065 | 189.039 | 0.01 |
| RESTOM global ceres_ebaf_toa_v4.1 | W/m2 | -13.196 | -7.507 | -5.689 | 87.068 | 86.711 | 13.724 | 0.99 |
| FLUT global ceres_ebaf_toa_v4.1 | W/m2 | 242.2 | 243.917 | -1.717 | 35.215 | 35.456 | 8.462 | 0.973 |
| FLUTC global ceres_ebaf_toa_v4.1 | W/m2 | 265.862 | 269.581 | -3.719 | 31.739 | 31.848 | 4.931 | 0.995 |
| FSNTOA global ceres_ebaf_toa_v4.1 | W/m2 | 228.924 | 236.41 | -7.486 | 106.722 | 107.852 | 17.184 | 0.99 |
| FSNTOAC global ceres_ebaf_toa_v4.1 | W/m2 | 279.48 | 279.641 | -0.161 | 122.626 | 122.062 | 7.151 | 0.998 |
| SWCF global ceres_ebaf_toa_v4.1 | W/m2 | -50.555 | -43.231 | -7.324 | 33.622 | 29.958 | 17.569 | 0.88 |
| LWCF global ceres_ebaf_toa_v4.1 | W/m2 | 23.662 | 25.664 | -2.002 | 15.508 | 14.323 | 7.251 | 0.894 |
| NETCF global ceres_ebaf_toa_v4.1 | W/m2 | -26.893 | -17.566 | -9.327 | 29.639 | 26.942 | 16.46 | 0.889 |
| SOLIN global ceres_ebaf_toa_v4.0 | W/m2 | 330.38 | 330.4 | -0.019 | 139.599 | 139.078 | 0.965 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.0 | dimensionless | 0.34 | 0.329 | 0.011 | 0.124 | 0.236 | 0.185 | 0.632 |
| ALBEDOC global ceres_ebaf_toa_v4.0 | dimensionless | 0.185 | 0.207 | -0.022 | 0.125 | 0.336 | 0.271 | 0.663 |
| RESTOM global ceres_ebaf_toa_v4.0 | W/m2 | -13.196 | -7.603 | -5.593 | 87.068 | 86.712 | 13.745 | 0.99 |
| FLUT global ceres_ebaf_toa_v4.0 | W/m2 | 242.2 | 243.915 | -1.715 | 35.215 | 35.425 | 8.525 | 0.972 |
| FLUTC global ceres_ebaf_toa_v4.0 | W/m2 | 265.862 | 271.747 | -5.885 | 31.739 | 33.214 | 7.141 | 0.993 |
| FSNTOA global ceres_ebaf_toa_v4.0 | W/m2 | 228.924 | 236.312 | -7.388 | 106.722 | 107.842 | 17.222 | 0.99 |
| FSNTOAC global ceres_ebaf_toa_v4.0 | W/m2 | 279.48 | 280.243 | -0.763 | 122.626 | 122.506 | 7.145 | 0.998 |
| SWCF global ceres_ebaf_toa_v4.0 | W/m2 | -50.555 | -43.931 | -6.625 | 33.622 | 30.602 | 17.386 | 0.879 |
| LWCF global ceres_ebaf_toa_v4.0 | W/m2 | 23.662 | 27.833 | -4.17 | 15.508 | 15.55 | 8.067 | 0.901 |
| NETCF global ceres_ebaf_toa_v4.0 | W/m2 | -26.893 | -16.098 | -10.795 | 29.639 | 26.802 | 17.317 | 0.89 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.1 | dimensionless | 0.145 | 0.138 | 0.007 | 0.183 | 0.179 | 0.029 | 0.988 |
| SWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | -54.627 | -45.466 | -9.161 | 37.438 | 32.04 | 20.035 | 0.88 |
| LWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | 26.702 | 26.366 | 0.335 | 18.843 | 15.007 | 10.496 | 0.831 |
| NETCF_SRF global ceres_ebaf_surface_v4.1 | W/m2 | -27.926 | -19.1 | -8.826 | 37.843 | 34.785 | 17.749 | 0.913 |
| FLDS global ceres_ebaf_surface_v4.1 | W/m2 | 357.325 | 354.672 | 2.653 | 65.402 | 64.893 | 10.981 | 0.987 |
| FLDSC global ceres_ebaf_surface_v4.1 | W/m2 | 330.158 | 327.784 | 2.374 | 75.108 | 75.108 | 7.657 | 0.995 |
| FLNS global ceres_ebaf_surface_v4.1 | W/m2 | 50.32 | 52.976 | -2.656 | 22.862 | 21.759 | 11.02 | 0.886 |
| FLNSC global ceres_ebaf_surface_v4.1 | W/m2 | 77.022 | 79.342 | -2.32 | 19.297 | 21.262 | 8.265 | 0.928 |
| FSDS global ceres_ebaf_surface_v4.1 | W/m2 | 167.128 | 178.531 | -11.403 | 84.672 | 85.248 | 23.724 | 0.97 |
| FSDSC global ceres_ebaf_surface_v4.1 | W/m2 | 227.91 | 229.758 | -1.848 | 98.27 | 97.669 | 5.87 | 0.998 |
| FSNS global ceres_ebaf_surface_v4.1 | W/m2 | 148.031 | 158.674 | -10.643 | 75.46 | 76.909 | 20.536 | 0.974 |
| FSNSC global ceres_ebaf_surface_v4.1 | W/m2 | 202.658 | 204.14 | -1.482 | 90.811 | 90.534 | 8.534 | 0.996 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.0 | dimensionless | 0.145 | 0.139 | 0.006 | 0.183 | 0.179 | 0.028 | 0.988 |
| SWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | -54.627 | -47.5 | -7.127 | 37.438 | 33.225 | 19.276 | 0.878 |
| LWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | 26.702 | 28.724 | -2.023 | 18.843 | 15.004 | 10.163 | 0.851 |
| NETCF_SRF global ceres_ebaf_surface_v4.0 | W/m2 | -27.926 | -18.776 | -9.15 | 37.843 | 35.206 | 17.32 | 0.921 |
| FLDS global ceres_ebaf_surface_v4.0 | W/m2 | 357.325 | 354.524 | 2.801 | 65.402 | 64.936 | 11.001 | 0.987 |
| FLDSC global ceres_ebaf_surface_v4.0 | W/m2 | 330.158 | 325.097 | 5.061 | 75.108 | 76.612 | 9.426 | 0.995 |
| FLNS global ceres_ebaf_surface_v4.0 | W/m2 | 50.32 | 52.948 | -2.628 | 22.862 | 21.684 | 11.046 | 0.885 |
| FLNSC global ceres_ebaf_surface_v4.0 | W/m2 | 77.022 | 81.672 | -4.65 | 19.297 | 21.849 | 9.16 | 0.934 |
| FSDS global ceres_ebaf_surface_v4.0 | W/m2 | 167.128 | 179.01 | -11.882 | 84.672 | 85.356 | 24.395 | 0.969 |
| FSDSC global ceres_ebaf_surface_v4.0 | W/m2 | 227.91 | 232.729 | -4.819 | 98.27 | 99.008 | 7.156 | 0.999 |
| FSNS global ceres_ebaf_surface_v4.0 | W/m2 | 148.031 | 158.97 | -10.939 | 75.46 | 76.892 | 20.875 | 0.973 |
| FSNSC global ceres_ebaf_surface_v4.0 | W/m2 | 202.658 | 206.47 | -3.812 | 90.811 | 91.574 | 8.768 | 0.996 |
| LHFLX global OAFlux | kg/m2/s | 90.033 | 89.015 | 1.017 | 61.458 | 44.76 | 31.599 | 0.931 |
| SHFLX global OAFlux | W/m2 | 20.51 | 8.916 | 11.594 | 22.197 | 9.392 | 9.958 | 0.638 |
| LHFLX global ERA-Interim | kg/m2/s | 90.033 | 86.255 | 3.778 | 61.458 | 53.52 | 18.886 | 0.958 |
| SHFLX global ERA-Interim | W/m2 | 20.51 | 18.735 | 1.775 | 22.197 | 21.379 | 9.525 | 0.908 |
| PSL global ERA-Interim | mbar | 1011.423 | 1011.175 | 0.249 | 10.13 | 8.531 | 2.869 | 0.968 |
| FSNS global ERA-Interim | W/m2 | 148.031 | 156.735 | -8.704 | 75.46 | 77.782 | 19.626 | 0.974 |
| FLNS global ERA-Interim | W/m2 | 50.32 | 55.713 | -5.393 | 22.862 | 21.907 | 9.506 | 0.94 |
| NET_FLUX_SRF global ERA-Interim | W/m2 | -12.863 | -3.968 | -8.896 | 77.476 | 74.007 | 23.957 | 0.958 |
| PRECT global ERA-Interim | mm/day | 3.102 | 2.988 | 0.114 | 2.891 | 2.804 | 1.314 | 0.895 |
| TMQ global ERA-Interim | kg/m2 | 28.779 | 25.939 | 2.84 | 16.088 | 14.967 | 3.638 | 0.992 |
| U-850mb global ERA-Interim | m/s | 1.39 | 1.139 | 0.25 | 6.996 | 5.814 | 2.045 | 0.965 |
| U-200mb global ERA-Interim | m/s | 13.974 | 12.972 | 1.001 | 16.733 | 16.052 | 3.433 | 0.981 |
| Z3-500mb global ERA-Interim | hectometer | 56.966 | 56.891 | 0.076 | 2.791 | 2.614 | 0.287 | 0.997 |
| OMEGA-200mb global ERA-Interim | mbar/day | 0.173 | 0.002 | 0.171 | 17.861 | 12.978 | 10.758 | 0.802 |
| OMEGA-500mb global ERA-Interim | mbar/day | 0.024 | -0.0 | 0.024 | 27.186 | 27.098 | 17.016 | 0.804 |
| OMEGA-850mb global ERA-Interim | mbar/day | 0.007 | 2.642 | -2.635 | 33.313 | 46.269 | 25.354 | 0.734 |
| T-850mb global ERA-Interim | K | 282.709 | 282.609 | 0.1 | 10.085 | 11.288 | 1.053 | 0.996 |
| T-200mb global ERA-Interim | K | 217.894 | 218.771 | -0.877 | 4.776 | 4.954 | 1.656 | 0.959 |
| TAUXY ocean ERA-Interim | N/m^2 | 0.087 | 0.075 | 0.012 | 0.068 | 0.058 | 0.028 | 0.922 |
| LHFLX global MERRA2 | kg/m2/s | 90.033 | 87.697 | 2.336 | 61.458 | 55.764 | 20.523 | 0.944 |
| SHFLX global MERRA2 | W/m2 | 20.51 | 20.502 | 0.008 | 22.197 | 25.724 | 11.005 | 0.905 |
| PSL global MERRA2 | mbar | 1011.423 | 1010.716 | 0.707 | 10.13 | 8.913 | 3.07 | 0.959 |
| FSNS global MERRA2 | W/m2 | 148.031 | 159.986 | -11.955 | 75.46 | 79.864 | 25.474 | 0.96 |
| FLNS global MERRA2 | W/m2 | 50.32 | 62.11 | -11.79 | 22.862 | 21.98 | 14.708 | 0.924 |
| NET_FLUX_SRF global MERRA2 | W/m2 | -12.863 | -10.324 | -2.54 | 77.476 | 75.196 | 24.884 | 0.948 |
| PRECT global MERRA2 | mm/day | 3.102 | 3.066 | 0.036 | 2.891 | 3.187 | 1.741 | 0.84 |
| TMQ global MERRA2 | kg/m2 | 28.779 | 26.551 | 2.228 | 16.088 | 15.517 | 3.076 | 0.992 |
| U-850mb global MERRA2 | m/s | 1.39 | 1.008 | 0.382 | 6.996 | 6.097 | 1.969 | 0.965 |
| U-200mb global MERRA2 | m/s | 13.974 | 13.413 | 0.56 | 16.733 | 15.666 | 3.425 | 0.98 |
| Z3-500mb global MERRA2 | hectometer | 56.966 | 56.876 | 0.09 | 2.791 | 2.613 | 0.291 | 0.997 |
| OMEGA-200mb global MERRA2 | mbar/day | 0.173 | -0.099 | 0.272 | 17.861 | 14.305 | 9.348 | 0.854 |
| OMEGA-500mb global MERRA2 | mbar/day | 0.024 | 0.038 | -0.015 | 27.186 | 29.232 | 18.389 | 0.79 |
| OMEGA-850mb global MERRA2 | mbar/day | 0.007 | -0.03 | 0.037 | 33.313 | 35.952 | 26.363 | 0.7 |
| T-850mb global MERRA2 | K | 282.709 | 279.286 | 3.423 | 10.085 | 27.292 | 16.335 | 0.489 |
| T-200mb global MERRA2 | K | 217.894 | 218.559 | -0.665 | 4.776 | 5.042 | 1.562 | 0.96 |
| TAUXY ocean MERRA2 | N/m^2 | 0.087 | 0.081 | 0.006 | 0.068 | 0.063 | 0.027 | 0.921 |
| CLDTOT_TAU1.3_ISCCP global ISCCPCOSP | % | 51.232 | 51.872 | -0.64 | 24.221 | 18.456 | 13.179 | 0.833 |
| CLDTOT_TAU1.3_9.4_ISCCP global ISCCPCOSP | % | 22.627 | 34.017 | -11.39 | 9.793 | 10.517 | 13.602 | 0.705 |
| CLDTOT_TAU9.4_ISCCP global ISCCPCOSP | % | 28.605 | 17.855 | 10.751 | 17.277 | 11.442 | 16.087 | 0.757 |
| CLDTOT_TAU1.3_MISR global MISRCOSP | % | 51.303 | 52.644 | -1.342 | 24.377 | 19.304 | 11.699 | 0.859 |
| CLDTOT_TAU1.3_9.4_MISR global MISRCOSP | % | 22.658 | 32.041 | -9.383 | 9.891 | 9.054 | 9.606 | 0.721 |
| CLDTOT_TAU9.4_MISR global MISRCOSP | % | 28.645 | 20.603 | 8.041 | 17.45 | 12.541 | 14.69 | 0.767 |
| 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 | % | 49.875 | 47.805 | 2.07 | 24.123 | 22.772 | 14.01 | 0.826 |
| CLDTOT_TAU1.3_9.4_MODIS global MODISCOSP | % | 21.476 | 24.402 | -2.926 | 9.756 | 10.253 | 7.665 | 0.742 |
| CLDTOT_TAU9.4_MODIS global MODISCOSP | % | 28.399 | 23.403 | 4.996 | 17.381 | 14.738 | 13.662 | 0.702 |
| CLDHGH_TAU1.3_MODIS global MODISCOSP | % | 49.875 | 26.543 | 23.333 | 24.123 | 19.117 | 29.044 | 0.73 |
| CLDHGH_TAU1.3_9.4_MODIS global MODISCOSP | % | 21.476 | 14.207 | 7.268 | 9.756 | 9.372 | 11.107 | 0.624 |
| CLDHGH_TAU9.4_MODIS global MODISCOSP | % | 28.399 | 12.335 | 16.064 | 17.381 | 10.896 | 20.957 | 0.663 |
| CLDTOT_CAL global CALIPSOCOSP | % | 64.838 | 67.217 | -2.379 | 22.304 | 17.901 | 11.595 | 0.862 |
| CLDLOW_CAL global CALIPSOCOSP | % | 36.918 | 38.022 | -1.104 | 25.489 | 19.396 | 12.851 | 0.871 |
| CLDMED_CAL global CALIPSOCOSP | % | 12.791 | 18.121 | -5.33 | 8.888 | 10.555 | 9.939 | 0.643 |
| CLDHGH_CAL global CALIPSOCOSP | % | 32.807 | 31.579 | 1.228 | 19.28 | 17.891 | 9.142 | 0.885 |
| TGCLDLWP_OCN global SSMI | g/m^2 | 61.464 | 97.429 | -35.965 | 28.344 | 30.569 | 37.471 | 0.694 |
| AODVIS global AOD_550 | dimensionless | 0.232 | 0.132 | 0.101 | 0.153 | 0.089 | 0.139 | 0.805 |
| TREFHT land ERA-Interim | DegC | 13.824 | 13.085 | 0.74 | 21.054 | 19.355 | 2.989 | 0.991 |
| TREFHT global ERA-Interim | DegC | 15.983 | 16.115 | -0.132 | 14.845 | 14.291 | 1.334 | 0.997 |
| TREFHT land MERRA2 | DegC | 13.824 | 12.831 | 0.993 | 21.054 | 20.272 | 2.622 | 0.992 |
| TREFHT global MERRA2 | DegC | 15.983 | 16.059 | -0.075 | 14.845 | 14.671 | 1.311 | 0.996 |
| PminusE global GPCP_OAFLux | mm/day | -0.009 | -0.177 | 0.167 | 3.069 | 2.885 | 1.448 | 0.904 |
| PminusE global COREv2_Flux | mm/day | -0.009 | -0.293 | 0.283 | 3.129 | 2.824 | 1.66 | 0.875 |