Test: SHOC+ZM
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 | 3.099 | 2.675 | 0.425 | 2.162 | 1.922 | 1.061 | 0.893 |
| PRECT global GPCP_v2.3 | mm/day | 3.099 | 2.69 | 0.409 | 2.162 | 1.934 | 1.059 | 0.892 |
| TREFHT land_60S90N CRU | DegC | 12.793 | 12.878 | -0.084 | 12.357 | 13.108 | 2.701 | 0.984 |
| SST global HadISST_CL | degC | 19.381 | 20.157 | -0.776 | 8.755 | 8.334 | 3.787 | 0.907 |
| SST global HadISST_PI | degC | 19.382 | 19.743 | -0.361 | 8.754 | 8.308 | 3.716 | 0.907 |
| SST global HadISST_PD | degC | 19.381 | 20.248 | -0.867 | 8.755 | 8.352 | 3.814 | 0.907 |
| SOLIN global ceres_ebaf_toa_v4.1 | W/m2 | 340.263 | 340.267 | -0.004 | 72.701 | 72.726 | 0.273 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.1 | dimensionless | 0.332 | 0.314 | 0.018 | 0.108 | 0.12 | 0.052 | 0.913 |
| ALBEDOC global ceres_ebaf_toa_v4.1 | dimensionless | 0.17 | 0.176 | -0.006 | 0.125 | 0.121 | 0.022 | 0.986 |
| RESTOM global ceres_ebaf_toa_v4.1 | W/m2 | -7.826 | 0.927 | -8.753 | 51.008 | 56.014 | 17.864 | 0.962 |
| FLUT global ceres_ebaf_toa_v4.1 | W/m2 | 241.903 | 240.313 | 1.59 | 29.405 | 29.746 | 6.406 | 0.978 |
| FLUTC global ceres_ebaf_toa_v4.1 | W/m2 | 263.045 | 266.126 | -3.08 | 29.364 | 29.773 | 4.337 | 0.995 |
| FSNTOA global ceres_ebaf_toa_v4.1 | W/m2 | 233.987 | 241.24 | -7.253 | 74.722 | 80.108 | 18.848 | 0.977 |
| FSNTOAC global ceres_ebaf_toa_v4.1 | W/m2 | 288.849 | 286.549 | 2.3 | 84.072 | 82.664 | 6.222 | 0.998 |
| SWCF global ceres_ebaf_toa_v4.1 | W/m2 | -54.862 | -45.309 | -9.552 | 25.385 | 20.241 | 20.367 | 0.711 |
| LWCF global ceres_ebaf_toa_v4.1 | W/m2 | 21.142 | 25.813 | -4.671 | 9.306 | 11.0 | 6.636 | 0.906 |
| NETCF global ceres_ebaf_toa_v4.1 | W/m2 | -33.72 | -19.497 | -14.223 | 21.968 | 15.098 | 21.881 | 0.654 |
| SOLIN global ceres_ebaf_toa_v4.0 | W/m2 | 340.263 | 340.276 | -0.012 | 72.701 | 72.729 | 0.275 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.0 | dimensionless | 0.332 | 0.314 | 0.018 | 0.108 | 0.12 | 0.052 | 0.913 |
| ALBEDOC global ceres_ebaf_toa_v4.0 | dimensionless | 0.17 | 0.175 | -0.005 | 0.125 | 0.123 | 0.021 | 0.986 |
| RESTOM global ceres_ebaf_toa_v4.0 | W/m2 | -7.826 | 0.859 | -8.686 | 51.008 | 56.024 | 17.836 | 0.962 |
| FLUT global ceres_ebaf_toa_v4.0 | W/m2 | 241.903 | 240.257 | 1.646 | 29.405 | 29.761 | 6.398 | 0.978 |
| FLUTC global ceres_ebaf_toa_v4.0 | W/m2 | 263.045 | 268.249 | -5.204 | 29.364 | 31.263 | 6.504 | 0.994 |
| FSNTOA global ceres_ebaf_toa_v4.0 | W/m2 | 233.987 | 241.117 | -7.13 | 74.722 | 80.146 | 18.811 | 0.977 |
| FSNTOAC global ceres_ebaf_toa_v4.0 | W/m2 | 288.849 | 286.923 | 1.926 | 84.072 | 82.945 | 6.004 | 0.998 |
| SWCF global ceres_ebaf_toa_v4.0 | W/m2 | -54.862 | -45.806 | -9.056 | 25.385 | 20.576 | 20.085 | 0.714 |
| LWCF global ceres_ebaf_toa_v4.0 | W/m2 | 21.142 | 27.991 | -6.85 | 9.306 | 12.282 | 8.899 | 0.898 |
| NETCF global ceres_ebaf_toa_v4.0 | W/m2 | -33.72 | -17.814 | -15.906 | 21.968 | 15.115 | 23.245 | 0.638 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.1 | dimensionless | 0.147 | 0.143 | 0.005 | 0.175 | 0.173 | 0.028 | 0.987 |
| SWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | -61.225 | -48.201 | -13.024 | 28.389 | 21.71 | 23.936 | 0.709 |
| LWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | 33.715 | 27.457 | 6.258 | 20.286 | 14.402 | 11.733 | 0.891 |
| NETCF_SRF global ceres_ebaf_surface_v4.1 | W/m2 | -27.509 | -20.743 | -6.766 | 27.23 | 20.786 | 19.299 | 0.748 |
| FLDS global ceres_ebaf_surface_v4.1 | W/m2 | 350.898 | 345.466 | 5.432 | 65.469 | 66.27 | 11.166 | 0.989 |
| FLDSC global ceres_ebaf_surface_v4.1 | W/m2 | 316.014 | 317.799 | -1.785 | 76.559 | 76.288 | 6.792 | 0.996 |
| FLNS global ceres_ebaf_surface_v4.1 | W/m2 | 50.172 | 53.458 | -3.286 | 22.514 | 17.711 | 11.403 | 0.879 |
| FLNSC global ceres_ebaf_surface_v4.1 | W/m2 | 83.888 | 80.915 | 2.973 | 16.341 | 17.192 | 6.47 | 0.943 |
| FSDS global ceres_ebaf_surface_v4.1 | W/m2 | 179.037 | 186.873 | -7.836 | 55.367 | 55.401 | 23.119 | 0.923 |
| FSDSC global ceres_ebaf_surface_v4.1 | W/m2 | 246.921 | 240.978 | 5.943 | 51.482 | 48.271 | 9.054 | 0.993 |
| FSNS global ceres_ebaf_surface_v4.1 | W/m2 | 155.308 | 163.717 | -8.409 | 58.05 | 61.844 | 21.413 | 0.948 |
| FSNSC global ceres_ebaf_surface_v4.1 | W/m2 | 216.533 | 211.918 | 4.615 | 66.519 | 63.841 | 9.173 | 0.993 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.0 | dimensionless | 0.147 | 0.144 | 0.004 | 0.175 | 0.174 | 0.028 | 0.987 |
| SWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | -61.225 | -50.235 | -10.99 | 28.389 | 22.305 | 23.035 | 0.706 |
| LWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | 33.715 | 30.068 | 3.648 | 20.286 | 14.711 | 10.549 | 0.888 |
| NETCF_SRF global ceres_ebaf_surface_v4.0 | W/m2 | -27.509 | -20.167 | -7.342 | 27.23 | 20.463 | 19.069 | 0.763 |
| FLDS global ceres_ebaf_surface_v4.0 | W/m2 | 350.898 | 345.277 | 5.621 | 65.469 | 66.344 | 11.268 | 0.989 |
| FLDSC global ceres_ebaf_surface_v4.0 | W/m2 | 316.014 | 314.466 | 1.548 | 76.559 | 77.709 | 7.092 | 0.996 |
| FLNS global ceres_ebaf_surface_v4.0 | W/m2 | 50.172 | 53.408 | -3.236 | 22.514 | 17.6 | 11.422 | 0.879 |
| FLNSC global ceres_ebaf_surface_v4.0 | W/m2 | 83.888 | 83.476 | 0.412 | 16.341 | 18.046 | 5.954 | 0.945 |
| FSDS global ceres_ebaf_surface_v4.0 | W/m2 | 179.037 | 187.216 | -8.179 | 55.367 | 55.394 | 23.092 | 0.924 |
| FSDSC global ceres_ebaf_surface_v4.0 | W/m2 | 246.921 | 243.864 | 3.057 | 51.482 | 48.19 | 6.737 | 0.995 |
| FSNS global ceres_ebaf_surface_v4.0 | W/m2 | 155.308 | 163.89 | -8.582 | 58.05 | 61.838 | 21.418 | 0.948 |
| FSNSC global ceres_ebaf_surface_v4.0 | W/m2 | 216.533 | 214.125 | 2.408 | 66.519 | 64.156 | 7.668 | 0.994 |
| LHFLX global OAFlux | kg/m2/s | 89.679 | 93.697 | -4.018 | 54.879 | 37.492 | 24.696 | 0.962 |
| SHFLX global OAFlux | W/m2 | 22.444 | 10.428 | 12.016 | 17.666 | 8.383 | 12.177 | 0.792 |
| LHFLX global ERA-Interim | kg/m2/s | 89.679 | 83.173 | 6.507 | 54.922 | 50.441 | 14.167 | 0.975 |
| SHFLX global ERA-Interim | W/m2 | 22.444 | 17.46 | 4.985 | 17.705 | 17.368 | 9.629 | 0.89 |
| PSL global ERA-Interim | mbar | 1011.31 | 1011.302 | 0.008 | 6.69 | 8.146 | 2.813 | 0.947 |
| FSNS global ERA-Interim | W/m2 | 155.308 | 163.73 | -8.421 | 58.065 | 58.983 | 21.424 | 0.943 |
| FLNS global ERA-Interim | W/m2 | 50.172 | 56.192 | -6.02 | 22.525 | 18.162 | 10.585 | 0.931 |
| NET_FLUX_SRF global ERA-Interim | W/m2 | -7.05 | 6.905 | -13.956 | 35.086 | 27.692 | 25.843 | 0.785 |
| PRECT global ERA-Interim | mm/day | 3.099 | 2.925 | 0.174 | 2.183 | 2.299 | 1.007 | 0.903 |
| TMQ global ERA-Interim | kg/m2 | 25.628 | 24.41 | 1.218 | 14.705 | 14.319 | 1.983 | 0.995 |
| U-850mb global ERA-Interim | m/s | 0.8 | 1.097 | -0.297 | 5.068 | 5.404 | 1.532 | 0.963 |
| U-200mb global ERA-Interim | m/s | 16.236 | 15.687 | 0.549 | 11.511 | 12.32 | 3.143 | 0.969 |
| Z3-500mb global ERA-Interim | hectometer | 56.501 | 56.618 | -0.118 | 2.457 | 2.575 | 0.265 | 0.997 |
| OMEGA-200mb global ERA-Interim | mbar/day | 0.181 | 0.002 | 0.179 | 12.019 | 9.527 | 7.267 | 0.797 |
| OMEGA-500mb global ERA-Interim | mbar/day | 0.029 | 0.0 | 0.029 | 20.076 | 21.325 | 13.454 | 0.79 |
| OMEGA-850mb global ERA-Interim | mbar/day | -0.058 | 2.55 | -2.607 | 22.455 | 41.397 | 28.501 | 0.621 |
| T-850mb global ERA-Interim | K | 279.048 | 281.125 | -2.077 | 20.547 | 10.893 | 17.725 | 0.523 |
| T-200mb global ERA-Interim | K | 217.868 | 218.818 | -0.951 | 2.415 | 2.016 | 1.684 | 0.818 |
| TAUXY ocean ERA-Interim | N/m^2 | 0.07 | 0.07 | 0.0 | 0.049 | 0.051 | 0.025 | 0.877 |
| LHFLX global MERRA2 | kg/m2/s | 89.679 | 84.374 | 5.305 | 55.112 | 52.18 | 15.21 | 0.966 |
| SHFLX global MERRA2 | W/m2 | 22.444 | 18.962 | 3.483 | 17.864 | 20.795 | 11.589 | 0.847 |
| PSL global MERRA2 | mbar | 1011.31 | 1010.901 | 0.41 | 6.693 | 8.315 | 3.173 | 0.935 |
| FSNS global MERRA2 | W/m2 | 155.309 | 164.069 | -8.761 | 58.113 | 61.934 | 23.981 | 0.933 |
| FLNS global MERRA2 | W/m2 | 50.172 | 62.112 | -11.94 | 22.567 | 17.864 | 16.221 | 0.878 |
| NET_FLUX_SRF global MERRA2 | W/m2 | -7.05 | -1.379 | -5.672 | 35.323 | 27.403 | 25.354 | 0.717 |
| PRECT global MERRA2 | mm/day | 3.099 | 2.953 | 0.146 | 2.19 | 2.584 | 1.404 | 0.841 |
| TMQ global MERRA2 | kg/m2 | 25.628 | 24.944 | 0.684 | 14.712 | 14.824 | 1.696 | 0.995 |
| U-850mb global MERRA2 | m/s | 0.805 | 0.946 | -0.141 | 5.088 | 5.659 | 1.579 | 0.963 |
| U-200mb global MERRA2 | m/s | 16.236 | 16.088 | 0.149 | 11.517 | 11.971 | 2.984 | 0.969 |
| Z3-500mb global MERRA2 | hectometer | 56.501 | 56.597 | -0.097 | 2.458 | 2.569 | 0.264 | 0.996 |
| OMEGA-200mb global MERRA2 | mbar/day | 0.181 | -0.1 | 0.28 | 12.069 | 9.36 | 6.542 | 0.843 |
| OMEGA-500mb global MERRA2 | mbar/day | 0.029 | 0.05 | -0.02 | 20.182 | 22.946 | 15.703 | 0.742 |
| OMEGA-850mb global MERRA2 | mbar/day | -0.058 | 0.173 | -0.231 | 23.507 | 34.43 | 24.198 | 0.657 |
| T-850mb global MERRA2 | K | 280.698 | 278.776 | 1.921 | 10.588 | 24.263 | 15.041 | 0.548 |
| T-200mb global MERRA2 | K | 217.868 | 218.64 | -0.772 | 2.415 | 2.072 | 1.569 | 0.826 |
| TAUXY ocean MERRA2 | N/m^2 | 0.072 | 0.073 | -0.001 | 0.049 | 0.053 | 0.028 | 0.856 |
| CLDTOT_TAU1.3_ISCCP global ISCCPCOSP | % | 57.865 | 51.964 | 5.902 | 23.543 | 16.389 | 14.456 | 0.841 |
| CLDTOT_TAU1.3_9.4_ISCCP global ISCCPCOSP | % | 29.215 | 33.221 | -4.006 | 13.299 | 9.694 | 11.345 | 0.613 |
| CLDTOT_TAU9.4_ISCCP global ISCCPCOSP | % | 28.65 | 18.743 | 9.907 | 15.221 | 10.097 | 16.608 | 0.507 |
| CLDTOT_TAU1.3_MISR global MISRCOSP | % | 57.864 | 54.162 | 3.702 | 23.655 | 18.838 | 14.985 | 0.848 |
| CLDTOT_TAU1.3_9.4_MISR global MISRCOSP | % | 29.215 | 31.925 | -2.711 | 13.364 | 7.848 | 8.745 | 0.723 |
| CLDTOT_TAU9.4_MISR global MISRCOSP | % | 28.65 | 22.237 | 6.413 | 15.317 | 12.378 | 16.633 | 0.474 |
| CLDLOW_TAU1.3_MISR global MISRCOSP | % | 0.0 | 32.126 | -32.126 | 0.0 | 15.893 | 35.843 | nan |
| CLDLOW_TAU1.3_9.4_MISR global MISRCOSP | % | 0.0 | 20.985 | -20.985 | 0.0 | 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 | % | 55.866 | 48.129 | 7.737 | 23.25 | 19.63 | 15.086 | 0.831 |
| CLDTOT_TAU1.3_9.4_MODIS global MODISCOSP | % | 27.625 | 24.606 | 3.019 | 12.986 | 8.203 | 9.913 | 0.689 |
| CLDTOT_TAU9.4_MODIS global MODISCOSP | % | 28.241 | 23.523 | 4.718 | 15.222 | 13.484 | 14.864 | 0.523 |
| CLDHGH_TAU1.3_MODIS global MODISCOSP | % | 55.866 | 27.171 | 28.695 | 23.25 | 18.236 | 31.53 | 0.828 |
| CLDHGH_TAU1.3_9.4_MODIS global MODISCOSP | % | 27.625 | 14.24 | 13.386 | 12.986 | 8.324 | 15.734 | 0.784 |
| CLDHGH_TAU9.4_MODIS global MODISCOSP | % | 28.241 | 12.931 | 15.309 | 15.222 | 10.988 | 20.612 | 0.484 |
| CLDTOT_CAL global CALIPSOCOSP | % | 67.326 | 67.251 | 0.075 | 21.397 | 14.647 | 12.165 | 0.834 |
| CLDLOW_CAL global CALIPSOCOSP | % | 46.489 | 37.948 | 8.54 | 25.988 | 17.515 | 15.009 | 0.909 |
| CLDMED_CAL global CALIPSOCOSP | % | 14.416 | 18.088 | -3.672 | 8.459 | 9.678 | 6.799 | 0.81 |
| CLDHGH_CAL global CALIPSOCOSP | % | 22.774 | 32.041 | -9.267 | 12.621 | 13.127 | 10.703 | 0.906 |
| TGCLDLWP_OCN global SSMI | g/m^2 | 62.585 | 95.636 | -33.051 | 24.502 | 24.473 | 35.119 | 0.524 |
| AODVIS global AOD_550 | dimensionless | 0.084 | 0.132 | -0.047 | 0.06 | 0.089 | 0.084 | 0.63 |
| TREFHT land ERA-Interim | DegC | 9.56 | 8.972 | 0.588 | 17.217 | 18.537 | 2.565 | 0.993 |
| TREFHT global ERA-Interim | DegC | 14.566 | 14.412 | 0.155 | 13.721 | 14.12 | 1.206 | 0.997 |
| TREFHT land MERRA2 | DegC | 10.224 | 7.953 | 2.271 | 17.864 | 18.657 | 3.378 | 0.991 |
| TREFHT global MERRA2 | DegC | 14.566 | 14.339 | 0.227 | 13.726 | 14.447 | 1.654 | 0.995 |
| PminusE global GPCP_OAFLux | mm/day | 0.0 | -0.132 | 0.132 | 2.184 | 2.166 | 0.979 | 0.914 |
| PminusE global COREv2_Flux | mm/day | -0.0 | -0.291 | 0.291 | 2.216 | 2.099 | 1.086 | 0.893 |