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 | 2.974 | 2.677 | 0.297 | 2.801 | 2.326 | 1.429 | 0.867 |
| PRECT global GPCP_v2.3 | mm/day | 2.974 | 2.699 | 0.275 | 2.801 | 2.369 | 1.4 | 0.872 |
| TREFHT land_60S90N CRU | DegC | 4.785 | 5.492 | -0.708 | 20.063 | 20.008 | 2.527 | 0.993 |
| SST global HadISST_CL | degC | 20.014 | 19.941 | 0.073 | 8.568 | 8.492 | 0.335 | 0.999 |
| SST global HadISST_PI | degC | 20.029 | 19.558 | 0.472 | 8.553 | 8.451 | 0.644 | 0.999 |
| SST global HadISST_PD | degC | 20.014 | 20.015 | -0.001 | 8.568 | 8.511 | 0.256 | 1.0 |
| SOLIN global ceres_ebaf_toa_v4.1 | W/m2 | 350.491 | 350.5 | -0.009 | 147.291 | 146.707 | 1.051 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.1 | dimensionless | 0.323 | 0.349 | -0.026 | 0.142 | 0.416 | 0.371 | 0.391 |
| ALBEDOC global ceres_ebaf_toa_v4.1 | dimensionless | 0.201 | 0.212 | -0.011 | 0.152 | 0.279 | 0.212 | 0.663 |
| RESTOM global ceres_ebaf_toa_v4.1 | W/m2 | 9.614 | 7.946 | 1.668 | 98.269 | 95.935 | 10.664 | 0.994 |
| FLUT global ceres_ebaf_toa_v4.1 | W/m2 | 240.008 | 237.474 | 2.534 | 33.796 | 32.743 | 8.309 | 0.972 |
| FLUTC global ceres_ebaf_toa_v4.1 | W/m2 | 259.537 | 263.309 | -3.772 | 33.649 | 32.648 | 5.353 | 0.994 |
| FSNTOA global ceres_ebaf_toa_v4.1 | W/m2 | 249.54 | 245.42 | 4.12 | 120.802 | 117.178 | 14.281 | 0.994 |
| FSNTOAC global ceres_ebaf_toa_v4.1 | W/m2 | 293.841 | 294.647 | -0.806 | 139.513 | 138.14 | 7.58 | 0.999 |
| SWCF global ceres_ebaf_toa_v4.1 | W/m2 | -44.3 | -49.227 | 4.926 | 36.225 | 36.987 | 13.781 | 0.938 |
| LWCF global ceres_ebaf_toa_v4.1 | W/m2 | 19.529 | 25.835 | -6.306 | 13.522 | 14.322 | 8.871 | 0.901 |
| NETCF global ceres_ebaf_toa_v4.1 | W/m2 | -24.771 | -23.392 | -1.379 | 31.545 | 33.269 | 10.738 | 0.947 |
| SOLIN global ceres_ebaf_toa_v4.0 | W/m2 | 350.491 | 350.514 | -0.023 | 147.291 | 146.73 | 1.029 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.0 | dimensionless | 0.323 | 0.351 | -0.027 | 0.142 | 0.438 | 0.394 | 0.375 |
| ALBEDOC global ceres_ebaf_toa_v4.0 | dimensionless | 0.201 | 0.212 | -0.011 | 0.152 | 0.278 | 0.209 | 0.673 |
| RESTOM global ceres_ebaf_toa_v4.0 | W/m2 | 9.614 | 7.885 | 1.729 | 98.269 | 95.894 | 10.764 | 0.994 |
| FLUT global ceres_ebaf_toa_v4.0 | W/m2 | 240.008 | 237.395 | 2.613 | 33.796 | 32.837 | 8.346 | 0.972 |
| FLUTC global ceres_ebaf_toa_v4.0 | W/m2 | 259.537 | 265.278 | -5.741 | 33.649 | 34.719 | 7.099 | 0.993 |
| FSNTOA global ceres_ebaf_toa_v4.0 | W/m2 | 249.54 | 245.28 | 4.26 | 120.802 | 117.229 | 14.421 | 0.994 |
| FSNTOAC global ceres_ebaf_toa_v4.0 | W/m2 | 293.841 | 294.947 | -1.107 | 139.513 | 138.445 | 7.622 | 0.999 |
| SWCF global ceres_ebaf_toa_v4.0 | W/m2 | -44.3 | -49.667 | 5.367 | 36.225 | 37.369 | 13.99 | 0.939 |
| LWCF global ceres_ebaf_toa_v4.0 | W/m2 | 19.529 | 27.883 | -8.354 | 13.522 | 16.045 | 11.046 | 0.894 |
| NETCF global ceres_ebaf_toa_v4.0 | W/m2 | -24.771 | -21.784 | -2.987 | 31.545 | 33.237 | 11.098 | 0.947 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.1 | dimensionless | 0.17 | 0.162 | 0.008 | 0.213 | 0.206 | 0.049 | 0.974 |
| SWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | -48.772 | -52.803 | 4.031 | 41.149 | 40.802 | 14.187 | 0.945 |
| LWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | 24.837 | 28.212 | -3.375 | 19.125 | 15.042 | 9.804 | 0.882 |
| NETCF_SRF global ceres_ebaf_surface_v4.1 | W/m2 | -23.935 | -24.591 | 0.656 | 34.627 | 38.96 | 14.176 | 0.933 |
| FLDS global ceres_ebaf_surface_v4.1 | W/m2 | 335.935 | 336.6 | -0.665 | 75.564 | 76.368 | 10.299 | 0.991 |
| FLDSC global ceres_ebaf_surface_v4.1 | W/m2 | 310.603 | 308.658 | 1.945 | 84.35 | 84.859 | 7.122 | 0.997 |
| FLNS global ceres_ebaf_surface_v4.1 | W/m2 | 53.275 | 53.34 | -0.065 | 19.673 | 18.158 | 9.577 | 0.875 |
| FLNSC global ceres_ebaf_surface_v4.1 | W/m2 | 78.112 | 81.552 | -3.44 | 16.742 | 17.691 | 9.655 | 0.864 |
| FSDS global ceres_ebaf_surface_v4.1 | W/m2 | 195.043 | 192.761 | 2.282 | 94.541 | 90.928 | 15.657 | 0.987 |
| FSDSC global ceres_ebaf_surface_v4.1 | W/m2 | 248.865 | 251.584 | -2.719 | 111.169 | 110.286 | 5.469 | 0.999 |
| FSNS global ceres_ebaf_surface_v4.1 | W/m2 | 168.941 | 167.555 | 1.386 | 90.07 | 86.391 | 14.89 | 0.987 |
| FSNSC global ceres_ebaf_surface_v4.1 | W/m2 | 217.712 | 220.358 | -2.646 | 110.32 | 108.865 | 8.835 | 0.997 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.0 | dimensionless | 0.17 | 0.163 | 0.007 | 0.213 | 0.208 | 0.049 | 0.974 |
| SWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | -48.772 | -54.88 | 6.108 | 41.149 | 41.89 | 15.084 | 0.945 |
| LWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | 24.837 | 30.933 | -6.096 | 19.125 | 15.499 | 10.282 | 0.907 |
| NETCF_SRF global ceres_ebaf_surface_v4.0 | W/m2 | -23.935 | -23.947 | 0.012 | 34.627 | 38.604 | 13.875 | 0.934 |
| FLDS global ceres_ebaf_surface_v4.0 | W/m2 | 335.935 | 336.354 | -0.419 | 75.564 | 76.503 | 10.277 | 0.991 |
| FLDSC global ceres_ebaf_surface_v4.0 | W/m2 | 310.603 | 304.906 | 5.697 | 84.35 | 86.505 | 9.661 | 0.996 |
| FLNS global ceres_ebaf_surface_v4.0 | W/m2 | 53.275 | 53.293 | -0.018 | 19.673 | 18.078 | 9.587 | 0.874 |
| FLNSC global ceres_ebaf_surface_v4.0 | W/m2 | 78.112 | 84.226 | -6.114 | 16.742 | 18.695 | 10.894 | 0.876 |
| FSDS global ceres_ebaf_surface_v4.0 | W/m2 | 195.043 | 193.015 | 2.029 | 94.541 | 90.977 | 15.511 | 0.987 |
| FSDSC global ceres_ebaf_surface_v4.0 | W/m2 | 248.865 | 254.406 | -5.541 | 111.169 | 111.034 | 7.002 | 0.999 |
| FSNS global ceres_ebaf_surface_v4.0 | W/m2 | 168.941 | 167.644 | 1.296 | 90.07 | 86.525 | 14.88 | 0.987 |
| FSNSC global ceres_ebaf_surface_v4.0 | W/m2 | 217.712 | 222.524 | -4.812 | 110.32 | 109.792 | 9.474 | 0.997 |
| LHFLX global OAFlux | kg/m2/s | 86.281 | 92.617 | -6.337 | 66.62 | 45.307 | 30.058 | 0.939 |
| SHFLX global OAFlux | W/m2 | 19.316 | 11.992 | 7.324 | 24.648 | 18.938 | 11.022 | 0.879 |
| LHFLX global ERA-Interim | kg/m2/s | 86.281 | 81.795 | 4.486 | 66.62 | 57.939 | 17.946 | 0.971 |
| SHFLX global ERA-Interim | W/m2 | 19.316 | 15.816 | 3.5 | 24.648 | 22.513 | 9.744 | 0.93 |
| PSL global ERA-Interim | mbar | 1011.659 | 1011.443 | 0.216 | 11.013 | 8.71 | 3.311 | 0.971 |
| FSNS global ERA-Interim | W/m2 | 168.941 | 168.553 | 0.387 | 90.07 | 84.851 | 17.831 | 0.981 |
| FLNS global ERA-Interim | W/m2 | 53.275 | 55.505 | -2.23 | 19.673 | 19.466 | 8.849 | 0.904 |
| NET_FLUX_SRF global ERA-Interim | W/m2 | 10.014 | 15.438 | -5.424 | 97.834 | 88.951 | 26.547 | 0.966 |
| PRECT global ERA-Interim | mm/day | 2.974 | 2.895 | 0.08 | 2.85 | 2.724 | 1.482 | 0.86 |
| TMQ global ERA-Interim | kg/m2 | 24.67 | 23.315 | 1.355 | 15.514 | 15.456 | 2.359 | 0.992 |
| U-850mb global ERA-Interim | m/s | 0.998 | 1.068 | -0.07 | 6.653 | 5.795 | 1.71 | 0.971 |
| U-200mb global ERA-Interim | m/s | 16.385 | 16.982 | -0.596 | 14.705 | 14.76 | 3.887 | 0.966 |
| Z3-500mb global ERA-Interim | hectometer | 56.344 | 56.403 | -0.059 | 2.715 | 2.695 | 0.282 | 0.995 |
| OMEGA-200mb global ERA-Interim | mbar/day | 0.195 | 0.003 | 0.192 | 17.187 | 12.645 | 10.796 | 0.779 |
| OMEGA-500mb global ERA-Interim | mbar/day | 0.06 | 0.0 | 0.059 | 28.661 | 27.218 | 18.655 | 0.778 |
| OMEGA-850mb global ERA-Interim | mbar/day | -0.014 | 2.169 | -2.183 | 29.533 | 39.804 | 25.958 | 0.695 |
| T-850mb global ERA-Interim | K | 279.599 | 279.836 | -0.238 | 11.572 | 11.943 | 1.233 | 0.996 |
| T-200mb global ERA-Interim | K | 218.853 | 219.213 | -0.36 | 2.929 | 3.075 | 3.242 | 0.425 |
| TAUXY ocean ERA-Interim | N/m^2 | 0.076 | 0.072 | 0.005 | 0.053 | 0.05 | 0.027 | 0.862 |
| LHFLX global MERRA2 | kg/m2/s | 86.281 | 83.742 | 2.539 | 66.62 | 60.352 | 18.71 | 0.962 |
| SHFLX global MERRA2 | W/m2 | 19.316 | 17.321 | 1.995 | 24.648 | 25.204 | 11.454 | 0.898 |
| PSL global MERRA2 | mbar | 1011.659 | 1011.062 | 0.597 | 11.013 | 8.615 | 3.614 | 0.963 |
| FSNS global MERRA2 | W/m2 | 168.941 | 167.776 | 1.164 | 90.07 | 86.174 | 19.483 | 0.977 |
| FLNS global MERRA2 | W/m2 | 53.275 | 61.18 | -7.905 | 19.673 | 19.582 | 12.284 | 0.885 |
| NET_FLUX_SRF global MERRA2 | W/m2 | 10.014 | 5.534 | 4.48 | 97.834 | 80.931 | 31.301 | 0.957 |
| PRECT global MERRA2 | mm/day | 2.974 | 2.926 | 0.048 | 2.85 | 3.045 | 1.609 | 0.853 |
| TMQ global MERRA2 | kg/m2 | 24.67 | 23.701 | 0.968 | 15.514 | 15.943 | 2.342 | 0.991 |
| U-850mb global MERRA2 | m/s | 0.998 | 0.909 | 0.089 | 6.653 | 6.061 | 1.632 | 0.971 |
| U-200mb global MERRA2 | m/s | 16.385 | 17.331 | -0.946 | 14.705 | 14.563 | 3.814 | 0.968 |
| Z3-500mb global MERRA2 | hectometer | 56.344 | 56.371 | -0.027 | 2.715 | 2.691 | 0.285 | 0.995 |
| OMEGA-200mb global MERRA2 | mbar/day | 0.195 | -0.098 | 0.292 | 17.187 | 12.783 | 10.082 | 0.813 |
| OMEGA-500mb global MERRA2 | mbar/day | 0.06 | 0.056 | 0.004 | 28.661 | 28.953 | 19.571 | 0.769 |
| OMEGA-850mb global MERRA2 | mbar/day | -0.014 | 0.213 | -0.227 | 29.533 | 37.315 | 25.52 | 0.708 |
| T-850mb global MERRA2 | K | 279.599 | 276.492 | 3.107 | 11.572 | 27.619 | 14.973 | 0.623 |
| T-200mb global MERRA2 | K | 218.853 | 219.087 | -0.234 | 2.929 | 3.004 | 3.222 | 0.413 |
| TAUXY ocean MERRA2 | N/m^2 | 0.076 | 0.078 | -0.002 | 0.053 | 0.053 | 0.029 | 0.851 |
| CLDTOT_TAU1.3_ISCCP global ISCCPCOSP | % | 43.09 | 52.557 | -9.467 | 24.744 | 18.479 | 15.003 | 0.882 |
| CLDTOT_TAU1.3_9.4_ISCCP global ISCCPCOSP | % | 20.621 | 33.227 | -12.606 | 11.206 | 10.578 | 16.105 | 0.571 |
| CLDTOT_TAU9.4_ISCCP global ISCCPCOSP | % | 22.469 | 19.33 | 3.14 | 16.419 | 11.615 | 11.596 | 0.738 |
| CLDTOT_TAU1.3_MISR global MISRCOSP | % | 43.157 | 54.124 | -10.967 | 24.898 | 20.017 | 12.904 | 0.903 |
| CLDTOT_TAU1.3_9.4_MISR global MISRCOSP | % | 20.653 | 31.177 | -10.525 | 11.309 | 7.557 | 11.902 | 0.744 |
| CLDTOT_TAU9.4_MISR global MISRCOSP | % | 22.504 | 22.947 | -0.443 | 16.567 | 14.503 | 9.089 | 0.847 |
| CLDLOW_TAU1.3_MISR global MISRCOSP | % | 0.0 | 31.691 | -31.691 | 0.001 | 16.416 | 35.691 | nan |
| CLDLOW_TAU1.3_9.4_MISR global MISRCOSP | % | 0.0 | 20.284 | -20.284 | 0.001 | 8.318 | 21.923 | nan |
| CLDLOW_TAU9.4_MISR global MISRCOSP | % | 0.0 | 11.407 | -11.407 | 0.0 | 9.464 | 14.822 | nan |
| CLDTOT_TAU1.3_MODIS global MODISCOSP | % | 41.883 | 49.136 | -7.253 | 24.587 | 21.09 | 13.67 | 0.878 |
| CLDTOT_TAU1.3_9.4_MODIS global MODISCOSP | % | 19.718 | 25.207 | -5.489 | 10.969 | 8.754 | 10.475 | 0.608 |
| CLDTOT_TAU9.4_MODIS global MODISCOSP | % | 22.165 | 23.929 | -1.764 | 16.569 | 15.24 | 10.147 | 0.803 |
| CLDHGH_TAU1.3_MODIS global MODISCOSP | % | 41.883 | 28.028 | 13.855 | 24.587 | 19.236 | 20.963 | 0.775 |
| CLDHGH_TAU1.3_9.4_MODIS global MODISCOSP | % | 19.718 | 14.671 | 5.047 | 10.969 | 8.602 | 8.922 | 0.741 |
| CLDHGH_TAU9.4_MODIS global MODISCOSP | % | 22.165 | 13.357 | 8.808 | 16.569 | 12.317 | 15.759 | 0.635 |
| CLDTOT_CAL global CALIPSOCOSP | % | 58.638 | 67.777 | -9.139 | 22.258 | 16.171 | 14.823 | 0.854 |
| CLDLOW_CAL global CALIPSOCOSP | % | 31.65 | 38.152 | -6.502 | 24.581 | 17.496 | 14.979 | 0.851 |
| CLDMED_CAL global CALIPSOCOSP | % | 12.937 | 18.531 | -5.593 | 9.697 | 11.133 | 9.291 | 0.757 |
| CLDHGH_CAL global CALIPSOCOSP | % | 30.187 | 32.715 | -2.528 | 16.362 | 16.543 | 8.801 | 0.868 |
| TGCLDLWP_OCN global SSMI | g/m^2 | 41.531 | 93.988 | -52.457 | 23.612 | 28.235 | 52.4 | 0.74 |
| AODVIS global AOD_550 | dimensionless | 0.217 | 0.132 | 0.085 | 0.114 | 0.089 | 0.117 | 0.708 |
| TREFHT land ERA-Interim | DegC | 2.256 | 3.109 | -0.853 | 20.88 | 18.91 | 3.235 | 0.99 |
| TREFHT global ERA-Interim | DegC | 12.224 | 12.671 | -0.447 | 16.506 | 15.882 | 1.584 | 0.996 |
| TREFHT land MERRA2 | DegC | 2.256 | 2.603 | -0.348 | 20.88 | 19.496 | 2.968 | 0.99 |
| TREFHT global MERRA2 | DegC | 12.224 | 12.583 | -0.358 | 16.506 | 16.082 | 1.648 | 0.995 |
| PminusE global GPCP_OAFLux | mm/day | -0.008 | -0.183 | 0.176 | 2.882 | 2.551 | 1.379 | 0.895 |
| PminusE global COREv2_Flux | mm/day | -0.008 | -0.347 | 0.339 | 2.95 | 2.514 | 1.524 | 0.867 |