Test: ZM Stochastic
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 | 2.965 | 2.675 | 0.29 | 2.221 | 1.922 | 1.045 | 0.892 |
| PRECT global GPCP_v2.3 | mm/day | 2.965 | 2.69 | 0.274 | 2.221 | 1.934 | 1.044 | 0.891 |
| TREFHT land_60S90N CRU | DegC | 13.024 | 12.897 | 0.127 | 12.655 | 13.107 | 1.695 | 0.992 |
| SST global HadISST_CL | degC | 20.269 | 20.186 | 0.083 | 8.313 | 8.252 | 0.286 | 0.999 |
| SST global HadISST_PI | degC | 20.269 | 19.77 | 0.499 | 8.313 | 8.237 | 0.628 | 0.999 |
| SST global HadISST_PD | degC | 20.269 | 20.275 | -0.005 | 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 | 0.309 | 0.314 | -0.005 | 0.123 | 0.12 | 0.028 | 0.975 |
| ALBEDOC global ceres_ebaf_toa_v4.1 | dimensionless | 0.18 | 0.176 | 0.005 | 0.12 | 0.121 | 0.02 | 0.987 |
| RESTOM global ceres_ebaf_toa_v4.1 | W/m2 | 1.688 | 0.927 | 0.761 | 56.043 | 56.014 | 6.931 | 0.992 |
| FLUT global ceres_ebaf_toa_v4.1 | W/m2 | 241.679 | 240.313 | 1.366 | 30.43 | 29.746 | 5.824 | 0.983 |
| FLUTC global ceres_ebaf_toa_v4.1 | W/m2 | 262.472 | 266.126 | -3.654 | 29.975 | 29.773 | 4.459 | 0.996 |
| FSNTOA global ceres_ebaf_toa_v4.1 | W/m2 | 243.278 | 241.24 | 2.038 | 81.903 | 80.108 | 9.594 | 0.994 |
| FSNTOAC global ceres_ebaf_toa_v4.1 | W/m2 | 285.041 | 286.549 | -1.508 | 82.548 | 82.664 | 5.74 | 0.998 |
| SWCF global ceres_ebaf_toa_v4.1 | W/m2 | -41.763 | -45.309 | 3.546 | 20.723 | 20.241 | 10.158 | 0.892 |
| LWCF global ceres_ebaf_toa_v4.1 | W/m2 | 20.793 | 25.813 | -5.02 | 10.02 | 11.0 | 6.786 | 0.91 |
| NETCF global ceres_ebaf_toa_v4.1 | W/m2 | -20.971 | -19.497 | -1.474 | 15.456 | 15.098 | 7.807 | 0.874 |
| 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 | 0.309 | 0.314 | -0.006 | 0.123 | 0.12 | 0.028 | 0.975 |
| ALBEDOC global ceres_ebaf_toa_v4.0 | dimensionless | 0.18 | 0.175 | 0.006 | 0.12 | 0.123 | 0.02 | 0.987 |
| RESTOM global ceres_ebaf_toa_v4.0 | W/m2 | 1.688 | 0.859 | 0.828 | 56.043 | 56.024 | 6.961 | 0.992 |
| FLUT global ceres_ebaf_toa_v4.0 | W/m2 | 241.679 | 240.257 | 1.421 | 30.43 | 29.761 | 5.815 | 0.983 |
| FLUTC global ceres_ebaf_toa_v4.0 | W/m2 | 262.472 | 268.249 | -5.777 | 29.975 | 31.263 | 6.595 | 0.995 |
| FSNTOA global ceres_ebaf_toa_v4.0 | W/m2 | 243.278 | 241.117 | 2.161 | 81.903 | 80.146 | 9.636 | 0.994 |
| FSNTOAC global ceres_ebaf_toa_v4.0 | W/m2 | 285.041 | 286.923 | -1.881 | 82.548 | 82.945 | 5.875 | 0.998 |
| SWCF global ceres_ebaf_toa_v4.0 | W/m2 | -41.763 | -45.806 | 4.042 | 20.723 | 20.576 | 10.381 | 0.893 |
| LWCF global ceres_ebaf_toa_v4.0 | W/m2 | 20.793 | 27.991 | -7.198 | 10.02 | 12.282 | 9.059 | 0.898 |
| NETCF global ceres_ebaf_toa_v4.0 | W/m2 | -20.971 | -17.814 | -3.156 | 15.456 | 15.115 | 8.302 | 0.874 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.1 | dimensionless | 0.147 | 0.143 | 0.004 | 0.174 | 0.173 | 0.026 | 0.989 |
| SWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | -45.702 | -48.201 | 2.499 | 23.079 | 21.71 | 10.736 | 0.893 |
| LWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | 24.449 | 27.457 | -3.009 | 18.127 | 14.402 | 7.996 | 0.921 |
| NETCF_SRF global ceres_ebaf_surface_v4.1 | W/m2 | -21.253 | -20.743 | -0.51 | 18.247 | 20.786 | 9.799 | 0.882 |
| FLDS global ceres_ebaf_surface_v4.1 | W/m2 | 344.873 | 345.466 | -0.592 | 64.91 | 66.27 | 9.112 | 0.991 |
| FLDSC global ceres_ebaf_surface_v4.1 | W/m2 | 319.127 | 317.799 | 1.328 | 76.525 | 76.288 | 6.445 | 0.997 |
| FLNS global ceres_ebaf_surface_v4.1 | W/m2 | 53.87 | 53.458 | 0.412 | 18.609 | 17.711 | 8.665 | 0.888 |
| FLNSC global ceres_ebaf_surface_v4.1 | W/m2 | 78.319 | 80.915 | -2.596 | 14.748 | 17.192 | 7.269 | 0.921 |
| FSDS global ceres_ebaf_surface_v4.1 | W/m2 | 186.197 | 186.873 | -0.675 | 59.755 | 55.401 | 12.537 | 0.979 |
| FSDSC global ceres_ebaf_surface_v4.1 | W/m2 | 237.214 | 240.978 | -3.765 | 49.945 | 48.271 | 5.977 | 0.996 |
| FSNS global ceres_ebaf_surface_v4.1 | W/m2 | 162.667 | 163.717 | -1.05 | 64.981 | 61.844 | 11.224 | 0.986 |
| FSNSC global ceres_ebaf_surface_v4.1 | W/m2 | 208.369 | 211.918 | -3.549 | 64.594 | 63.841 | 7.723 | 0.994 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.0 | dimensionless | 0.147 | 0.144 | 0.003 | 0.174 | 0.174 | 0.026 | 0.989 |
| SWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | -45.702 | -50.235 | 4.533 | 23.079 | 22.305 | 11.465 | 0.893 |
| LWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | 24.449 | 30.068 | -5.619 | 18.127 | 14.711 | 8.781 | 0.937 |
| NETCF_SRF global ceres_ebaf_surface_v4.0 | W/m2 | -21.253 | -20.167 | -1.086 | 18.247 | 20.463 | 9.547 | 0.886 |
| FLDS global ceres_ebaf_surface_v4.0 | W/m2 | 344.873 | 345.277 | -0.404 | 64.91 | 66.344 | 9.134 | 0.991 |
| FLDSC global ceres_ebaf_surface_v4.0 | W/m2 | 319.127 | 314.466 | 4.661 | 76.525 | 77.709 | 8.234 | 0.996 |
| FLNS global ceres_ebaf_surface_v4.0 | W/m2 | 53.87 | 53.408 | 0.462 | 18.609 | 17.6 | 8.689 | 0.887 |
| FLNSC global ceres_ebaf_surface_v4.0 | W/m2 | 78.319 | 83.476 | -5.157 | 14.748 | 18.046 | 8.567 | 0.933 |
| FSDS global ceres_ebaf_surface_v4.0 | W/m2 | 186.197 | 187.216 | -1.018 | 59.755 | 55.394 | 12.532 | 0.979 |
| FSDSC global ceres_ebaf_surface_v4.0 | W/m2 | 237.214 | 243.864 | -6.65 | 49.945 | 48.19 | 7.887 | 0.997 |
| FSNS global ceres_ebaf_surface_v4.0 | W/m2 | 162.667 | 163.89 | -1.223 | 64.981 | 61.838 | 11.171 | 0.986 |
| FSNSC global ceres_ebaf_surface_v4.0 | W/m2 | 208.369 | 214.125 | -5.756 | 64.594 | 64.156 | 8.746 | 0.995 |
| LHFLX global OAFlux | kg/m2/s | 85.781 | 93.697 | -7.916 | 54.388 | 37.492 | 21.974 | 0.958 |
| SHFLX global OAFlux | W/m2 | 20.469 | 10.428 | 10.041 | 17.558 | 8.383 | 8.262 | 0.764 |
| LHFLX global ERA-Interim | kg/m2/s | 85.781 | 83.172 | 2.608 | 54.388 | 50.224 | 11.12 | 0.982 |
| SHFLX global ERA-Interim | W/m2 | 20.469 | 17.459 | 3.01 | 17.558 | 16.867 | 7.581 | 0.919 |
| PSL global ERA-Interim | mbar | 1011.477 | 1011.302 | 0.176 | 10.219 | 8.141 | 2.799 | 0.979 |
| FSNS global ERA-Interim | W/m2 | 162.667 | 163.729 | -1.062 | 64.981 | 58.922 | 14.18 | 0.979 |
| FLNS global ERA-Interim | W/m2 | 53.87 | 56.192 | -2.322 | 18.609 | 18.108 | 7.69 | 0.921 |
| NET_FLUX_SRF global ERA-Interim | W/m2 | 2.503 | 6.905 | -4.403 | 31.751 | 27.254 | 15.029 | 0.892 |
| PRECT global ERA-Interim | mm/day | 2.965 | 2.925 | 0.04 | 2.258 | 2.283 | 1.029 | 0.898 |
| TMQ global ERA-Interim | kg/m2 | 26.176 | 24.41 | 1.766 | 14.529 | 14.303 | 2.303 | 0.995 |
| U-850mb global ERA-Interim | m/s | 1.192 | 1.097 | 0.094 | 6.235 | 5.397 | 1.303 | 0.984 |
| U-200mb global ERA-Interim | m/s | 15.849 | 15.687 | 0.162 | 11.763 | 12.313 | 2.486 | 0.98 |
| Z3-500mb global ERA-Interim | hectometer | 56.609 | 56.618 | -0.009 | 2.693 | 2.575 | 0.234 | 0.997 |
| OMEGA-200mb global ERA-Interim | mbar/day | 0.196 | 0.002 | 0.194 | 11.65 | 9.33 | 7.094 | 0.793 |
| OMEGA-500mb global ERA-Interim | mbar/day | 0.048 | 0.0 | 0.048 | 20.379 | 20.601 | 12.992 | 0.799 |
| OMEGA-850mb global ERA-Interim | mbar/day | -0.081 | 2.55 | -2.63 | 25.498 | 37.976 | 21.255 | 0.712 |
| T-850mb global ERA-Interim | K | 281.139 | 281.125 | 0.014 | 9.925 | 10.891 | 0.895 | 0.998 |
| T-200mb global ERA-Interim | K | 218.162 | 218.818 | -0.656 | 2.698 | 2.015 | 1.632 | 0.838 |
| TAUXY ocean ERA-Interim | N/m^2 | 0.073 | 0.067 | 0.005 | 0.056 | 0.051 | 0.019 | 0.947 |
| LHFLX global MERRA2 | kg/m2/s | 85.781 | 84.374 | 1.407 | 54.388 | 52.092 | 12.167 | 0.975 |
| SHFLX global MERRA2 | W/m2 | 20.469 | 18.961 | 1.508 | 17.558 | 20.663 | 9.323 | 0.897 |
| PSL global MERRA2 | mbar | 1011.477 | 1010.9 | 0.577 | 10.219 | 8.313 | 2.774 | 0.978 |
| FSNS global MERRA2 | W/m2 | 162.667 | 164.068 | -1.401 | 64.981 | 61.911 | 16.334 | 0.968 |
| FLNS global MERRA2 | W/m2 | 53.87 | 62.112 | -8.242 | 18.609 | 17.836 | 10.974 | 0.922 |
| NET_FLUX_SRF global MERRA2 | W/m2 | 2.503 | -1.379 | 3.881 | 31.751 | 27.253 | 17.816 | 0.837 |
| PRECT global MERRA2 | mm/day | 2.965 | 2.953 | 0.012 | 2.258 | 2.56 | 1.21 | 0.881 |
| TMQ global MERRA2 | kg/m2 | 26.176 | 24.944 | 1.232 | 14.529 | 14.816 | 2.006 | 0.994 |
| U-850mb global MERRA2 | m/s | 1.192 | 0.943 | 0.249 | 6.235 | 5.646 | 1.203 | 0.985 |
| U-200mb global MERRA2 | m/s | 15.849 | 16.088 | -0.239 | 11.763 | 11.968 | 2.319 | 0.981 |
| Z3-500mb global MERRA2 | hectometer | 56.609 | 56.597 | 0.012 | 2.693 | 2.569 | 0.232 | 0.997 |
| OMEGA-200mb global MERRA2 | mbar/day | 0.196 | -0.1 | 0.296 | 11.65 | 9.306 | 6.304 | 0.842 |
| OMEGA-500mb global MERRA2 | mbar/day | 0.048 | 0.05 | -0.002 | 20.379 | 22.137 | 13.843 | 0.791 |
| OMEGA-850mb global MERRA2 | mbar/day | -0.081 | 0.173 | -0.253 | 25.498 | 32.55 | 21.315 | 0.716 |
| T-850mb global MERRA2 | K | 281.139 | 277.934 | 3.206 | 9.925 | 26.877 | 14.896 | 0.55 |
| T-200mb global MERRA2 | K | 218.162 | 218.64 | -0.478 | 2.698 | 2.072 | 1.536 | 0.844 |
| TAUXY ocean MERRA2 | N/m^2 | 0.073 | 0.072 | 0.0 | 0.056 | 0.053 | 0.018 | 0.948 |
| CLDTOT_TAU1.3_ISCCP global ISCCPCOSP | % | 43.862 | 51.964 | -8.102 | 22.371 | 16.389 | 12.77 | 0.916 |
| CLDTOT_TAU1.3_9.4_ISCCP global ISCCPCOSP | % | 20.526 | 33.221 | -12.695 | 9.66 | 9.694 | 15.078 | 0.647 |
| CLDTOT_TAU9.4_ISCCP global ISCCPCOSP | % | 23.335 | 18.743 | 4.592 | 14.364 | 10.097 | 10.479 | 0.757 |
| CLDTOT_TAU1.3_MISR global MISRCOSP | % | 43.853 | 54.162 | -10.309 | 22.521 | 18.838 | 11.609 | 0.918 |
| CLDTOT_TAU1.3_9.4_MISR global MISRCOSP | % | 20.522 | 31.925 | -11.403 | 9.737 | 7.848 | 11.283 | 0.817 |
| CLDTOT_TAU9.4_MISR global MISRCOSP | % | 23.331 | 22.237 | 1.094 | 14.488 | 12.378 | 8.239 | 0.853 |
| 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 | % | 42.52 | 48.129 | -5.609 | 22.254 | 19.63 | 10.804 | 0.91 |
| CLDTOT_TAU1.3_9.4_MODIS global MODISCOSP | % | 19.514 | 24.606 | -5.092 | 9.436 | 8.203 | 8.464 | 0.714 |
| CLDTOT_TAU9.4_MODIS global MODISCOSP | % | 23.005 | 23.523 | -0.517 | 14.518 | 13.484 | 8.1 | 0.836 |
| CLDHGH_TAU1.3_MODIS global MODISCOSP | % | 42.52 | 27.171 | 15.349 | 22.254 | 18.236 | 19.577 | 0.838 |
| CLDHGH_TAU1.3_9.4_MODIS global MODISCOSP | % | 19.514 | 14.24 | 5.275 | 9.436 | 8.324 | 7.54 | 0.823 |
| CLDHGH_TAU9.4_MODIS global MODISCOSP | % | 23.005 | 12.931 | 10.074 | 14.518 | 10.988 | 14.36 | 0.711 |
| CLDTOT_CAL global CALIPSOCOSP | % | 58.577 | 67.251 | -8.673 | 19.863 | 14.647 | 12.548 | 0.905 |
| CLDLOW_CAL global CALIPSOCOSP | % | 30.965 | 37.948 | -6.983 | 22.8 | 17.515 | 13.262 | 0.882 |
| CLDMED_CAL global CALIPSOCOSP | % | 12.165 | 18.088 | -5.924 | 7.857 | 9.678 | 7.71 | 0.872 |
| CLDHGH_CAL global CALIPSOCOSP | % | 31.234 | 32.041 | -0.808 | 12.836 | 13.127 | 5.545 | 0.911 |
| TGCLDLWP_OCN global SSMI | g/m^2 | 40.798 | 95.636 | -54.838 | 20.102 | 24.473 | 53.822 | 0.779 |
| AODVIS global AOD_550 | dimensionless | 0.251 | 0.132 | 0.119 | 0.124 | 0.089 | 0.139 | 0.818 |
| TREFHT land ERA-Interim | DegC | 8.307 | 8.204 | 0.103 | 19.301 | 17.652 | 2.723 | 0.991 |
| TREFHT global ERA-Interim | DegC | 14.179 | 14.411 | -0.232 | 14.533 | 14.109 | 1.152 | 0.997 |
| TREFHT land MERRA2 | DegC | 8.307 | 7.782 | 0.525 | 19.301 | 18.451 | 2.344 | 0.993 |
| TREFHT global MERRA2 | DegC | 14.179 | 14.339 | -0.16 | 14.533 | 14.441 | 1.065 | 0.997 |
| PminusE global GPCP_OAFLux | mm/day | 0.0 | -0.132 | 0.132 | 2.336 | 2.166 | 0.984 | 0.924 |
| PminusE global COREv2_Flux | mm/day | 0.0 | -0.291 | 0.291 | 2.388 | 2.099 | 1.168 | 0.889 |