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 | 3.051 | 2.707 | 0.344 | 3.067 | 2.489 | 1.603 | 0.861 |
| PRECT global GPCP_v2.3 | mm/day | 3.051 | 2.715 | 0.336 | 3.067 | 2.517 | 1.617 | 0.858 |
| TREFHT land_60S90N CRU | DegC | 20.313 | 19.564 | 0.749 | 8.196 | 8.252 | 2.192 | 0.969 |
| SST global HadISST_CL | degC | 20.168 | 20.08 | 0.087 | 8.452 | 8.394 | 0.33 | 0.999 |
| SST global HadISST_PI | degC | 20.262 | 19.726 | 0.536 | 8.36 | 8.33 | 0.683 | 0.999 |
| SST global HadISST_PD | degC | 20.168 | 20.181 | -0.013 | 8.452 | 8.414 | 0.293 | 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 | 0.322 | 216.391 | -216.069 | 0.133 | 40113.522 | 20057.484 | 0.006 |
| ALBEDOC global ceres_ebaf_toa_v4.1 | dimensionless | 0.189 | 2.245 | -2.055 | 0.125 | 378.065 | 189.039 | 0.01 |
| RESTOM global ceres_ebaf_toa_v4.1 | W/m2 | -8.909 | -7.507 | -1.403 | 87.678 | 86.711 | 10.885 | 0.992 |
| FLUT global ceres_ebaf_toa_v4.1 | W/m2 | 244.419 | 243.917 | 0.502 | 35.863 | 35.456 | 7.73 | 0.977 |
| FLUTC global ceres_ebaf_toa_v4.1 | W/m2 | 266.094 | 269.581 | -3.487 | 31.993 | 31.848 | 4.84 | 0.994 |
| FSNTOA global ceres_ebaf_toa_v4.1 | W/m2 | 235.431 | 236.41 | -0.979 | 108.987 | 107.852 | 13.777 | 0.992 |
| FSNTOAC global ceres_ebaf_toa_v4.1 | W/m2 | 278.269 | 279.641 | -1.371 | 121.989 | 122.062 | 7.537 | 0.998 |
| SWCF global ceres_ebaf_toa_v4.1 | W/m2 | -42.838 | -43.231 | 0.393 | 32.177 | 29.958 | 14.581 | 0.892 |
| LWCF global ceres_ebaf_toa_v4.1 | W/m2 | 21.675 | 25.664 | -3.989 | 14.294 | 14.323 | 7.55 | 0.9 |
| NETCF global ceres_ebaf_toa_v4.1 | W/m2 | -21.163 | -17.566 | -3.597 | 27.878 | 26.942 | 12.619 | 0.903 |
| 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 | 0.322 | 0.329 | -0.007 | 0.133 | 0.236 | 0.181 | 0.643 |
| ALBEDOC global ceres_ebaf_toa_v4.0 | dimensionless | 0.189 | 0.207 | -0.018 | 0.125 | 0.336 | 0.27 | 0.667 |
| RESTOM global ceres_ebaf_toa_v4.0 | W/m2 | -8.909 | -7.603 | -1.307 | 87.678 | 86.712 | 10.952 | 0.992 |
| FLUT global ceres_ebaf_toa_v4.0 | W/m2 | 244.419 | 243.915 | 0.504 | 35.863 | 35.425 | 7.802 | 0.976 |
| FLUTC global ceres_ebaf_toa_v4.0 | W/m2 | 266.094 | 271.747 | -5.653 | 31.993 | 33.214 | 6.897 | 0.993 |
| FSNTOA global ceres_ebaf_toa_v4.0 | W/m2 | 235.431 | 236.312 | -0.881 | 108.987 | 107.842 | 13.876 | 0.992 |
| FSNTOAC global ceres_ebaf_toa_v4.0 | W/m2 | 278.269 | 280.243 | -1.973 | 121.989 | 122.506 | 7.711 | 0.998 |
| SWCF global ceres_ebaf_toa_v4.0 | W/m2 | -42.838 | -43.931 | 1.092 | 32.177 | 30.602 | 14.761 | 0.891 |
| LWCF global ceres_ebaf_toa_v4.0 | W/m2 | 21.675 | 27.833 | -6.157 | 14.294 | 15.55 | 9.168 | 0.9 |
| NETCF global ceres_ebaf_toa_v4.0 | W/m2 | -21.163 | -16.098 | -5.065 | 27.878 | 26.802 | 12.977 | 0.905 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.1 | dimensionless | 0.145 | 0.138 | 0.006 | 0.182 | 0.179 | 0.03 | 0.987 |
| SWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | -46.541 | -45.466 | -1.075 | 36.12 | 32.04 | 16.434 | 0.891 |
| LWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | 24.208 | 26.366 | -2.159 | 19.295 | 15.007 | 10.587 | 0.846 |
| NETCF_SRF global ceres_ebaf_surface_v4.1 | W/m2 | -22.334 | -19.1 | -3.234 | 35.455 | 34.785 | 14.352 | 0.921 |
| FLDS global ceres_ebaf_surface_v4.1 | W/m2 | 355.269 | 354.672 | 0.597 | 64.873 | 64.893 | 11.353 | 0.985 |
| FLDSC global ceres_ebaf_surface_v4.1 | W/m2 | 330.596 | 327.784 | 2.812 | 75.32 | 75.108 | 8.16 | 0.995 |
| FLNS global ceres_ebaf_surface_v4.1 | W/m2 | 52.835 | 52.976 | -0.141 | 23.865 | 21.759 | 11.645 | 0.874 |
| FLNSC global ceres_ebaf_surface_v4.1 | W/m2 | 77.042 | 79.342 | -2.3 | 19.773 | 21.262 | 8.769 | 0.917 |
| FSDS global ceres_ebaf_surface_v4.1 | W/m2 | 173.192 | 178.531 | -5.339 | 86.169 | 85.248 | 20.731 | 0.973 |
| FSDSC global ceres_ebaf_surface_v4.1 | W/m2 | 225.109 | 229.758 | -4.649 | 96.792 | 97.669 | 7.507 | 0.998 |
| FSNS global ceres_ebaf_surface_v4.1 | W/m2 | 153.882 | 158.674 | -4.792 | 77.699 | 76.909 | 17.044 | 0.978 |
| FSNSC global ceres_ebaf_surface_v4.1 | W/m2 | 200.423 | 204.14 | -3.717 | 89.478 | 90.534 | 9.351 | 0.996 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.0 | dimensionless | 0.145 | 0.139 | 0.006 | 0.182 | 0.179 | 0.029 | 0.987 |
| SWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | -46.541 | -47.5 | 0.959 | 36.12 | 33.225 | 16.583 | 0.889 |
| LWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | 24.208 | 28.724 | -4.517 | 19.295 | 15.004 | 10.802 | 0.865 |
| NETCF_SRF global ceres_ebaf_surface_v4.0 | W/m2 | -22.334 | -18.776 | -3.558 | 35.455 | 35.206 | 13.862 | 0.928 |
| FLDS global ceres_ebaf_surface_v4.0 | W/m2 | 355.269 | 354.524 | 0.744 | 64.873 | 64.936 | 11.377 | 0.985 |
| FLDSC global ceres_ebaf_surface_v4.0 | W/m2 | 330.596 | 325.097 | 5.499 | 75.32 | 76.612 | 9.903 | 0.994 |
| FLNS global ceres_ebaf_surface_v4.0 | W/m2 | 52.835 | 52.948 | -0.113 | 23.865 | 21.684 | 11.704 | 0.872 |
| FLNSC global ceres_ebaf_surface_v4.0 | W/m2 | 77.042 | 81.672 | -4.63 | 19.773 | 21.849 | 9.667 | 0.922 |
| FSDS global ceres_ebaf_surface_v4.0 | W/m2 | 173.192 | 179.01 | -5.818 | 86.169 | 85.356 | 21.346 | 0.971 |
| FSDSC global ceres_ebaf_surface_v4.0 | W/m2 | 225.109 | 232.729 | -7.619 | 96.792 | 99.008 | 9.892 | 0.998 |
| FSNS global ceres_ebaf_surface_v4.0 | W/m2 | 153.882 | 158.97 | -5.088 | 77.699 | 76.892 | 17.331 | 0.977 |
| FSNSC global ceres_ebaf_surface_v4.0 | W/m2 | 200.423 | 206.47 | -6.047 | 89.478 | 91.574 | 10.36 | 0.996 |
| LHFLX global OAFlux | kg/m2/s | 88.607 | 89.015 | -0.409 | 60.748 | 44.76 | 29.134 | 0.944 |
| SHFLX global OAFlux | W/m2 | 22.07 | 8.916 | 13.154 | 22.443 | 9.392 | 10.665 | 0.687 |
| LHFLX global ERA-Interim | kg/m2/s | 88.607 | 86.255 | 2.352 | 60.748 | 53.52 | 16.795 | 0.966 |
| SHFLX global ERA-Interim | W/m2 | 22.07 | 18.735 | 3.335 | 22.443 | 21.379 | 10.06 | 0.907 |
| PSL global ERA-Interim | mbar | 1011.348 | 1011.175 | 0.174 | 10.602 | 8.531 | 3.092 | 0.971 |
| FSNS global ERA-Interim | W/m2 | 153.882 | 156.735 | -2.854 | 77.699 | 77.782 | 18.709 | 0.972 |
| FLNS global ERA-Interim | W/m2 | 52.835 | 55.713 | -2.879 | 23.865 | 21.907 | 9.615 | 0.923 |
| NET_FLUX_SRF global ERA-Interim | W/m2 | -9.658 | -3.968 | -5.69 | 77.45 | 74.007 | 20.54 | 0.967 |
| PRECT global ERA-Interim | mm/day | 3.051 | 2.988 | 0.063 | 3.139 | 2.804 | 1.512 | 0.877 |
| TMQ global ERA-Interim | kg/m2 | 28.321 | 25.939 | 2.382 | 15.83 | 14.967 | 3.289 | 0.991 |
| U-850mb global ERA-Interim | m/s | 1.395 | 1.139 | 0.256 | 7.006 | 5.814 | 1.895 | 0.972 |
| U-200mb global ERA-Interim | m/s | 13.517 | 12.972 | 0.545 | 16.631 | 16.052 | 3.574 | 0.977 |
| Z3-500mb global ERA-Interim | hectometer | 56.945 | 56.891 | 0.054 | 2.812 | 2.614 | 0.283 | 0.997 |
| OMEGA-200mb global ERA-Interim | mbar/day | 0.189 | 0.002 | 0.187 | 16.493 | 12.978 | 9.738 | 0.807 |
| OMEGA-500mb global ERA-Interim | mbar/day | 0.055 | -0.0 | 0.055 | 28.094 | 27.098 | 17.5 | 0.8 |
| OMEGA-850mb global ERA-Interim | mbar/day | -0.034 | 2.642 | -2.676 | 33.685 | 46.269 | 25.487 | 0.733 |
| T-850mb global ERA-Interim | K | 282.895 | 282.609 | 0.286 | 10.13 | 11.288 | 1.109 | 0.995 |
| T-200mb global ERA-Interim | K | 218.314 | 218.771 | -0.458 | 4.655 | 4.954 | 1.329 | 0.968 |
| TAUXY ocean ERA-Interim | N/m^2 | 0.087 | 0.075 | 0.012 | 0.066 | 0.058 | 0.026 | 0.93 |
| LHFLX global MERRA2 | kg/m2/s | 88.607 | 87.697 | 0.91 | 60.748 | 55.764 | 18.385 | 0.954 |
| SHFLX global MERRA2 | W/m2 | 22.07 | 20.502 | 1.567 | 22.443 | 25.724 | 11.247 | 0.902 |
| PSL global MERRA2 | mbar | 1011.348 | 1010.716 | 0.632 | 10.602 | 8.913 | 3.065 | 0.968 |
| FSNS global MERRA2 | W/m2 | 153.882 | 159.986 | -6.105 | 77.699 | 79.864 | 24.545 | 0.955 |
| FLNS global MERRA2 | W/m2 | 52.835 | 62.11 | -9.276 | 23.865 | 21.98 | 12.959 | 0.925 |
| NET_FLUX_SRF global MERRA2 | W/m2 | -9.658 | -10.324 | 0.666 | 77.45 | 75.196 | 23.136 | 0.955 |
| PRECT global MERRA2 | mm/day | 3.051 | 3.066 | -0.016 | 3.139 | 3.187 | 1.661 | 0.862 |
| TMQ global MERRA2 | kg/m2 | 28.321 | 26.551 | 1.77 | 15.83 | 15.517 | 2.809 | 0.991 |
| U-850mb global MERRA2 | m/s | 1.395 | 1.008 | 0.387 | 7.006 | 6.097 | 1.776 | 0.974 |
| U-200mb global MERRA2 | m/s | 13.517 | 13.413 | 0.104 | 16.631 | 15.666 | 3.565 | 0.977 |
| OMEGA-200mb global MERRA2 | mbar/day | 0.189 | -0.099 | 0.288 | 16.493 | 14.305 | 8.43 | 0.86 |
| OMEGA-500mb global MERRA2 | mbar/day | 0.055 | 0.038 | 0.016 | 28.094 | 29.232 | 17.671 | 0.811 |
| OMEGA-850mb global MERRA2 | mbar/day | -0.034 | -0.03 | -0.004 | 33.685 | 35.952 | 25.995 | 0.71 |
| T-850mb global MERRA2 | K | 282.895 | 279.286 | 3.609 | 10.13 | 27.292 | 16.228 | 0.49 |
| T-200mb global MERRA2 | K | 218.314 | 218.559 | -0.245 | 4.655 | 5.042 | 1.267 | 0.97 |
| TAUXY ocean MERRA2 | N/m^2 | 0.087 | 0.081 | 0.006 | 0.066 | 0.063 | 0.024 | 0.931 |
| CLDTOT_TAU1.3_ISCCP global ISCCPCOSP | % | 45.791 | 51.872 | -6.08 | 25.46 | 18.456 | 14.708 | 0.849 |
| CLDTOT_TAU1.3_9.4_ISCCP global ISCCPCOSP | % | 20.253 | 34.017 | -13.763 | 10.208 | 10.517 | 16.111 | 0.662 |
| CLDTOT_TAU9.4_ISCCP global ISCCPCOSP | % | 25.538 | 17.855 | 7.683 | 17.922 | 11.442 | 13.892 | 0.798 |
| CLDTOT_TAU1.3_MISR global MISRCOSP | % | 45.854 | 52.644 | -6.791 | 25.624 | 19.304 | 12.438 | 0.88 |
| CLDTOT_TAU1.3_9.4_MISR global MISRCOSP | % | 20.281 | 32.041 | -11.76 | 10.313 | 9.054 | 12.098 | 0.756 |
| CLDTOT_TAU9.4_MISR global MISRCOSP | % | 25.573 | 20.603 | 4.969 | 18.081 | 12.541 | 12.202 | 0.811 |
| 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 | % | 44.44 | 47.805 | -3.365 | 25.343 | 22.772 | 13.044 | 0.864 |
| CLDTOT_TAU1.3_9.4_MODIS global MODISCOSP | % | 19.189 | 24.402 | -5.212 | 9.972 | 10.253 | 8.801 | 0.748 |
| CLDTOT_TAU9.4_MODIS global MODISCOSP | % | 25.251 | 23.403 | 1.847 | 18.121 | 14.738 | 11.773 | 0.768 |
| CLDHGH_TAU1.3_MODIS global MODISCOSP | % | 44.44 | 26.543 | 17.897 | 25.343 | 19.117 | 24.69 | 0.759 |
| CLDHGH_TAU1.3_9.4_MODIS global MODISCOSP | % | 19.189 | 14.207 | 4.982 | 9.972 | 9.372 | 9.254 | 0.681 |
| CLDHGH_TAU9.4_MODIS global MODISCOSP | % | 25.251 | 12.335 | 12.915 | 18.121 | 10.896 | 18.664 | 0.695 |
| CLDTOT_CAL global CALIPSOCOSP | % | 59.308 | 67.217 | -7.91 | 24.327 | 17.901 | 14.682 | 0.873 |
| CLDLOW_CAL global CALIPSOCOSP | % | 31.771 | 38.022 | -6.251 | 25.192 | 19.396 | 14.844 | 0.852 |
| CLDMED_CAL global CALIPSOCOSP | % | 12.202 | 18.121 | -5.919 | 9.226 | 10.555 | 9.678 | 0.714 |
| CLDHGH_CAL global CALIPSOCOSP | % | 31.241 | 31.579 | -0.337 | 18.725 | 17.891 | 8.353 | 0.897 |
| TGCLDLWP_OCN global SSMI | g/m^2 | 42.917 | 97.429 | -54.513 | 22.735 | 30.569 | 55.12 | 0.701 |
| AODVIS global AOD_550 | dimensionless | 0.285 | 0.132 | 0.153 | 0.172 | 0.089 | 0.19 | 0.798 |
| TREFHT land ERA-Interim | DegC | 14.078 | 13.085 | 0.993 | 21.235 | 19.355 | 3.144 | 0.99 |
| TREFHT global ERA-Interim | DegC | 16.037 | 16.115 | -0.078 | 14.946 | 14.291 | 1.413 | 0.996 |
| TREFHT land MERRA2 | DegC | 14.078 | 12.831 | 1.247 | 21.235 | 20.272 | 2.741 | 0.992 |
| TREFHT global MERRA2 | DegC | 16.037 | 16.059 | -0.021 | 14.946 | 14.671 | 1.364 | 0.996 |
| PminusE global GPCP_OAFLux | mm/day | -0.012 | -0.177 | 0.165 | 3.247 | 2.885 | 1.565 | 0.891 |
| PminusE global COREv2_Flux | mm/day | -0.012 | -0.293 | 0.281 | 3.331 | 2.824 | 1.766 | 0.862 |