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 | 2.959 | 2.648 | 0.311 | 2.149 | 2.04 | 1.13 | 0.867 |
| PRECT global GPCP_v2.3 | mm/day | 2.959 | 2.664 | 0.295 | 2.149 | 2.066 | 1.003 | 0.897 |
| SST global HadISST_CL | degC | 20.037 | 19.973 | 0.064 | 8.93 | 8.883 | 0.319 | 0.999 |
| SST global HadISST_PI | degC | 20.055 | 19.591 | 0.463 | 8.915 | 8.831 | 0.626 | 0.999 |
| SST global HadISST_PD | degC | 20.037 | 20.046 | -0.009 | 8.93 | 8.907 | 0.255 | 1.0 |
| SOLIN global ceres_ebaf_toa_v4.1 | W/m2 | 338.251 | 338.181 | 0.07 | 100.518 | 101.37 | 2.024 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.1 | dimensionless | 0.329 | 0.319 | 0.01 | 0.13 | 0.134 | 0.033 | 0.972 |
| ALBEDOC global ceres_ebaf_toa_v4.1 | dimensionless | 0.186 | 0.185 | 0.001 | 0.138 | 0.139 | 0.027 | 0.981 |
| RESTOM global ceres_ebaf_toa_v4.1 | W/m2 | -0.704 | 1.447 | -2.151 | 71.633 | 72.038 | 10.197 | 0.99 |
| FLUT global ceres_ebaf_toa_v4.1 | W/m2 | 237.661 | 239.311 | -1.65 | 30.424 | 30.957 | 7.571 | 0.971 |
| FLUTC global ceres_ebaf_toa_v4.1 | W/m2 | 261.534 | 265.385 | -3.852 | 31.167 | 31.357 | 4.949 | 0.995 |
| FSNTOA global ceres_ebaf_toa_v4.1 | W/m2 | 236.857 | 240.758 | -3.901 | 93.695 | 94.641 | 11.486 | 0.993 |
| FSNTOAC global ceres_ebaf_toa_v4.1 | W/m2 | 283.104 | 283.237 | -0.133 | 99.92 | 100.049 | 8.383 | 0.996 |
| SWCF global ceres_ebaf_toa_v4.1 | W/m2 | -46.247 | -42.479 | -3.767 | 24.53 | 22.041 | 11.77 | 0.891 |
| LWCF global ceres_ebaf_toa_v4.1 | W/m2 | 23.873 | 26.074 | -2.201 | 12.171 | 11.668 | 6.477 | 0.87 |
| NETCF global ceres_ebaf_toa_v4.1 | W/m2 | -22.374 | -16.405 | -5.969 | 18.91 | 16.883 | 12.081 | 0.834 |
| SOLIN global ceres_ebaf_toa_v4.0 | W/m2 | 338.251 | 338.193 | 0.057 | 100.518 | 101.338 | 1.948 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.0 | dimensionless | 0.329 | 0.32 | 0.01 | 0.13 | 0.134 | 0.033 | 0.972 |
| ALBEDOC global ceres_ebaf_toa_v4.0 | dimensionless | 0.186 | 0.185 | 0.002 | 0.138 | 0.141 | 0.027 | 0.982 |
| RESTOM global ceres_ebaf_toa_v4.0 | W/m2 | -0.704 | 1.421 | -2.125 | 71.633 | 72.007 | 10.194 | 0.99 |
| FLUT global ceres_ebaf_toa_v4.0 | W/m2 | 237.661 | 239.196 | -1.536 | 30.424 | 31.004 | 7.616 | 0.971 |
| FLUTC global ceres_ebaf_toa_v4.0 | W/m2 | 261.534 | 267.592 | -6.058 | 31.167 | 33.023 | 7.189 | 0.994 |
| FSNTOA global ceres_ebaf_toa_v4.0 | W/m2 | 236.857 | 240.617 | -3.76 | 93.695 | 94.624 | 11.447 | 0.993 |
| FSNTOAC global ceres_ebaf_toa_v4.0 | W/m2 | 283.104 | 283.526 | -0.422 | 99.92 | 100.51 | 8.49 | 0.996 |
| SWCF global ceres_ebaf_toa_v4.0 | W/m2 | -46.247 | -42.909 | -3.338 | 24.53 | 22.69 | 11.734 | 0.889 |
| LWCF global ceres_ebaf_toa_v4.0 | W/m2 | 23.873 | 28.396 | -4.523 | 12.171 | 13.079 | 7.801 | 0.876 |
| NETCF global ceres_ebaf_toa_v4.0 | W/m2 | -22.374 | -14.513 | -7.861 | 18.91 | 16.845 | 13.185 | 0.831 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.1 | dimensionless | 0.155 | 0.15 | 0.005 | 0.199 | 0.197 | 0.033 | 0.986 |
| SWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | -50.156 | -45.118 | -5.038 | 27.025 | 23.476 | 13.323 | 0.89 |
| LWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | 26.005 | 26.906 | -0.9 | 18.128 | 14.779 | 8.308 | 0.894 |
| NETCF_SRF global ceres_ebaf_surface_v4.1 | W/m2 | -24.15 | -18.212 | -5.938 | 25.745 | 24.353 | 12.885 | 0.897 |
| FLDS global ceres_ebaf_surface_v4.1 | W/m2 | 346.101 | 344.544 | 1.557 | 69.224 | 69.454 | 9.711 | 0.99 |
| FLDSC global ceres_ebaf_surface_v4.1 | W/m2 | 319.423 | 317.399 | 2.024 | 79.503 | 79.638 | 7.057 | 0.996 |
| FLNS global ceres_ebaf_surface_v4.1 | W/m2 | 52.262 | 54.307 | -2.046 | 19.347 | 18.906 | 9.156 | 0.891 |
| FLNSC global ceres_ebaf_surface_v4.1 | W/m2 | 78.267 | 81.213 | -2.946 | 16.676 | 18.844 | 7.748 | 0.926 |
| FSDS global ceres_ebaf_surface_v4.1 | W/m2 | 181.474 | 188.039 | -6.565 | 72.081 | 71.25 | 15.734 | 0.98 |
| FSDSC global ceres_ebaf_surface_v4.1 | W/m2 | 237.899 | 239.269 | -1.37 | 71.478 | 70.784 | 6.361 | 0.996 |
| FSNS global ceres_ebaf_surface_v4.1 | W/m2 | 157.33 | 163.619 | -6.29 | 71.912 | 71.726 | 13.9 | 0.985 |
| FSNSC global ceres_ebaf_surface_v4.1 | W/m2 | 207.486 | 208.737 | -1.252 | 77.523 | 76.734 | 9.83 | 0.992 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.0 | dimensionless | 0.155 | 0.151 | 0.004 | 0.199 | 0.197 | 0.033 | 0.986 |
| SWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | -50.156 | -47.206 | -2.949 | 27.025 | 24.633 | 12.711 | 0.889 |
| LWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | 26.005 | 29.718 | -3.712 | 18.128 | 15.36 | 8.508 | 0.909 |
| NETCF_SRF global ceres_ebaf_surface_v4.0 | W/m2 | -24.15 | -17.488 | -6.662 | 25.745 | 24.477 | 12.783 | 0.907 |
| FLDS global ceres_ebaf_surface_v4.0 | W/m2 | 346.101 | 344.332 | 1.769 | 69.224 | 69.534 | 9.683 | 0.991 |
| FLDSC global ceres_ebaf_surface_v4.0 | W/m2 | 319.423 | 313.923 | 5.501 | 79.503 | 81.064 | 8.987 | 0.996 |
| FLNS global ceres_ebaf_surface_v4.0 | W/m2 | 52.262 | 54.205 | -1.944 | 19.347 | 18.759 | 9.119 | 0.891 |
| FLNSC global ceres_ebaf_surface_v4.0 | W/m2 | 78.267 | 83.923 | -5.656 | 16.676 | 19.915 | 9.105 | 0.939 |
| FSDS global ceres_ebaf_surface_v4.0 | W/m2 | 181.474 | 188.285 | -6.81 | 72.081 | 71.333 | 15.8 | 0.98 |
| FSDSC global ceres_ebaf_surface_v4.0 | W/m2 | 237.899 | 242.222 | -4.323 | 71.478 | 71.547 | 7.378 | 0.997 |
| FSNS global ceres_ebaf_surface_v4.0 | W/m2 | 157.33 | 163.743 | -6.413 | 71.912 | 71.716 | 13.872 | 0.985 |
| FSNSC global ceres_ebaf_surface_v4.0 | W/m2 | 207.486 | 210.949 | -3.464 | 77.523 | 77.568 | 10.224 | 0.992 |
| LHFLX global OAFlux | kg/m2/s | 86.216 | 90.824 | -4.608 | 54.44 | 41.275 | 23.81 | 0.939 |
| SHFLX global OAFlux | W/m2 | 19.434 | 9.391 | 10.043 | 19.015 | 7.754 | 9.212 | 0.548 |
| LHFLX global ERA-Interim | kg/m2/s | 86.216 | 82.825 | 3.391 | 54.44 | 50.392 | 14.062 | 0.969 |
| SHFLX global ERA-Interim | W/m2 | 19.434 | 18.646 | 0.789 | 19.015 | 19.381 | 8.122 | 0.912 |
| PSL global ERA-Interim | mbar | 1011.591 | 1011.337 | 0.254 | 9.426 | 8.027 | 2.459 | 0.973 |
| FSNS global ERA-Interim | W/m2 | 157.33 | 164.498 | -7.168 | 71.912 | 70.844 | 16.624 | 0.978 |
| FLNS global ERA-Interim | W/m2 | 52.262 | 57.37 | -5.108 | 19.347 | 19.79 | 9.08 | 0.927 |
| NET_FLUX_SRF global ERA-Interim | W/m2 | -0.629 | 5.657 | -6.285 | 46.326 | 43.332 | 18.533 | 0.927 |
| PRECT global ERA-Interim | mm/day | 2.959 | 2.899 | 0.06 | 2.18 | 2.42 | 0.975 | 0.916 |
| TMQ global ERA-Interim | kg/m2 | 26.615 | 24.248 | 2.367 | 16.055 | 15.248 | 3.086 | 0.993 |
| U-850mb global ERA-Interim | m/s | 1.26 | 1.009 | 0.251 | 6.071 | 5.416 | 1.445 | 0.974 |
| U-200mb global ERA-Interim | m/s | 18.08 | 17.09 | 0.989 | 11.842 | 12.06 | 3.181 | 0.968 |
| Z3-500mb global ERA-Interim | hectometer | 56.608 | 56.582 | 0.026 | 2.716 | 2.612 | 0.209 | 0.998 |
| OMEGA-200mb global ERA-Interim | mbar/day | 0.181 | 0.002 | 0.178 | 12.475 | 9.597 | 8.156 | 0.757 |
| OMEGA-500mb global ERA-Interim | mbar/day | 0.009 | 0.001 | 0.008 | 20.193 | 21.979 | 12.835 | 0.818 |
| OMEGA-850mb global ERA-Interim | mbar/day | -0.021 | 2.817 | -2.838 | 26.94 | 41.354 | 22.267 | 0.717 |
| T-850mb global ERA-Interim | K | 280.923 | 281.007 | -0.084 | 10.53 | 11.617 | 1.101 | 0.997 |
| T-200mb global ERA-Interim | K | 218.25 | 219.008 | -0.757 | 3.125 | 2.071 | 2.143 | 0.775 |
| TAUXY ocean ERA-Interim | N/m^2 | 0.07 | 0.066 | 0.004 | 0.057 | 0.053 | 0.02 | 0.933 |
| LHFLX global MERRA2 | kg/m2/s | 86.216 | 83.468 | 2.749 | 54.44 | 52.675 | 15.902 | 0.958 |
| SHFLX global MERRA2 | W/m2 | 19.434 | 19.671 | -0.237 | 19.015 | 23.252 | 11.036 | 0.883 |
| PSL global MERRA2 | mbar | 1011.591 | 1010.968 | 0.623 | 9.426 | 8.267 | 2.631 | 0.967 |
| FSNS global MERRA2 | W/m2 | 157.33 | 163.778 | -6.448 | 71.912 | 72.792 | 17.906 | 0.973 |
| FLNS global MERRA2 | W/m2 | 52.262 | 62.67 | -10.409 | 19.347 | 19.262 | 13.148 | 0.913 |
| NET_FLUX_SRF global MERRA2 | W/m2 | -0.629 | -2.032 | 1.403 | 46.326 | 44.025 | 19.145 | 0.912 |
| PRECT global MERRA2 | mm/day | 2.959 | 2.902 | 0.057 | 2.18 | 2.74 | 1.59 | 0.815 |
| TMQ global MERRA2 | kg/m2 | 26.615 | 24.874 | 1.741 | 16.055 | 15.828 | 2.557 | 0.993 |
| U-850mb global MERRA2 | m/s | 1.26 | 0.825 | 0.435 | 6.071 | 5.681 | 1.499 | 0.972 |
| U-200mb global MERRA2 | m/s | 18.08 | 17.524 | 0.555 | 11.842 | 11.753 | 3.023 | 0.968 |
| Z3-500mb global MERRA2 | hectometer | 56.608 | 56.561 | 0.046 | 2.716 | 2.604 | 0.226 | 0.997 |
| OMEGA-200mb global MERRA2 | mbar/day | 0.181 | -0.103 | 0.284 | 12.475 | 9.885 | 8.584 | 0.729 |
| OMEGA-500mb global MERRA2 | mbar/day | 0.009 | 0.052 | -0.043 | 20.193 | 24.129 | 16.446 | 0.738 |
| OMEGA-850mb global MERRA2 | mbar/day | -0.021 | -0.042 | 0.021 | 26.94 | 32.117 | 22.883 | 0.695 |
| T-850mb global MERRA2 | K | 280.923 | 277.83 | 3.093 | 10.53 | 27.373 | 15.702 | 0.555 |
| T-200mb global MERRA2 | K | 218.25 | 218.869 | -0.619 | 3.125 | 2.018 | 2.077 | 0.785 |
| TAUXY ocean MERRA2 | N/m^2 | 0.07 | 0.071 | -0.001 | 0.057 | 0.055 | 0.022 | 0.924 |
| CLDTOT_TAU1.3_ISCCP global ISCCPCOSP | % | 47.547 | 51.181 | -3.634 | 22.51 | 17.339 | 10.652 | 0.905 |
| CLDTOT_TAU1.3_9.4_ISCCP global ISCCPCOSP | % | 22.988 | 33.925 | -10.937 | 9.21 | 10.944 | 13.343 | 0.723 |
| CLDTOT_TAU9.4_ISCCP global ISCCPCOSP | % | 24.56 | 17.256 | 7.304 | 15.125 | 10.384 | 13.33 | 0.676 |
| CLDTOT_TAU1.3_MISR global MISRCOSP | % | 47.534 | 51.892 | -4.358 | 22.717 | 19.901 | 9.114 | 0.916 |
| CLDTOT_TAU1.3_9.4_MISR global MISRCOSP | % | 22.982 | 30.973 | -7.991 | 9.335 | 8.71 | 7.952 | 0.836 |
| CLDTOT_TAU9.4_MISR global MISRCOSP | % | 24.552 | 20.919 | 3.633 | 15.295 | 12.582 | 9.63 | 0.871 |
| CLDLOW_TAU1.3_MISR global MISRCOSP | % | 0.0 | 29.841 | -29.841 | 0.001 | 15.783 | 33.757 | nan |
| CLDLOW_TAU1.3_9.4_MISR global MISRCOSP | % | 0.0 | 19.797 | -19.797 | 0.001 | 8.581 | 21.577 | nan |
| CLDLOW_TAU9.4_MISR global MISRCOSP | % | 0.0 | 10.044 | -10.044 | 0.0 | 8.084 | 12.893 | nan |
| CLDTOT_TAU1.3_MODIS global MODISCOSP | % | 46.252 | 46.896 | -0.644 | 22.394 | 21.081 | 9.985 | 0.897 |
| CLDTOT_TAU1.3_9.4_MODIS global MODISCOSP | % | 21.931 | 24.067 | -2.136 | 9.112 | 8.941 | 7.243 | 0.706 |
| CLDTOT_TAU9.4_MODIS global MODISCOSP | % | 24.321 | 22.829 | 1.492 | 15.182 | 14.466 | 9.37 | 0.806 |
| CLDHGH_TAU1.3_MODIS global MODISCOSP | % | 46.252 | 25.838 | 20.414 | 22.394 | 18.791 | 24.688 | 0.787 |
| CLDHGH_TAU1.3_9.4_MODIS global MODISCOSP | % | 21.931 | 13.391 | 8.54 | 9.112 | 8.388 | 10.274 | 0.79 |
| CLDHGH_TAU9.4_MODIS global MODISCOSP | % | 24.321 | 12.447 | 11.874 | 15.182 | 11.49 | 16.655 | 0.648 |
| CLDTOT_CAL global CALIPSOCOSP | % | 64.014 | 66.845 | -2.831 | 18.491 | 15.845 | 9.43 | 0.871 |
| CLDLOW_CAL global CALIPSOCOSP | % | 34.065 | 36.982 | -2.918 | 23.563 | 17.833 | 12.461 | 0.867 |
| CLDMED_CAL global CALIPSOCOSP | % | 12.216 | 17.924 | -5.708 | 7.622 | 10.476 | 8.769 | 0.779 |
| CLDHGH_CAL global CALIPSOCOSP | % | 35.362 | 32.759 | 2.603 | 13.806 | 14.533 | 9.465 | 0.797 |
| AODVIS global AOD_550 | dimensionless | 0.208 | 0.132 | 0.076 | 0.131 | 0.089 | 0.117 | 0.741 |
| TREFHT land ERA-Interim | DegC | 7.896 | 7.917 | -0.021 | 20.608 | 19.117 | 2.767 | 0.992 |
| TREFHT global ERA-Interim | DegC | 14.093 | 14.366 | -0.273 | 15.337 | 15.017 | 1.225 | 0.997 |
| TREFHT land MERRA2 | DegC | 7.896 | 7.493 | 0.403 | 20.608 | 19.805 | 2.472 | 0.993 |
| TREFHT global MERRA2 | DegC | 14.093 | 14.291 | -0.198 | 15.337 | 15.279 | 1.212 | 0.997 |
| PminusE global GPCP_OAFLux | mm/day | -0.021 | -0.111 | 0.091 | 2.294 | 2.261 | 1.137 | 0.897 |
| PminusE global COREv2_Flux | mm/day | -0.021 | -0.245 | 0.224 | 2.338 | 2.189 | 1.234 | 0.877 |