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 | 3.207 | 2.707 | 0.5 | 2.99 | 2.489 | 1.645 | 0.852 |
| PRECT global GPCP_v2.3 | mm/day | 3.207 | 2.715 | 0.492 | 2.99 | 2.517 | 1.624 | 0.856 |
| TREFHT land_60S90N CRU | DegC | 18.696 | 19.556 | -0.86 | 9.729 | 8.253 | 2.836 | 0.952 |
| SST global HadISST_CL | degC | 19.274 | 20.083 | -0.809 | 8.862 | 8.464 | 3.907 | 0.904 |
| SST global HadISST_PI | degC | 19.402 | 19.766 | -0.363 | 8.752 | 8.358 | 3.842 | 0.901 |
| SST global HadISST_PD | degC | 19.274 | 20.185 | -0.911 | 8.862 | 8.484 | 3.937 | 0.903 |
| SOLIN global ceres_ebaf_toa_v4.1 | W/m2 | 330.38 | 330.394 | -0.014 | 139.594 | 139.049 | 0.905 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.1 | dimensionless | 0.347 | 216.391 | -216.044 | 0.124 | 40113.522 | 40114.107 | -0.01 |
| ALBEDOC global ceres_ebaf_toa_v4.1 | dimensionless | 0.177 | 2.245 | -2.068 | 0.13 | 378.065 | 378.071 | -0.002 |
| RESTOM global ceres_ebaf_toa_v4.1 | W/m2 | -18.997 | -7.507 | -11.49 | 84.385 | 86.711 | 22.676 | 0.974 |
| FLUT global ceres_ebaf_toa_v4.1 | W/m2 | 244.992 | 243.917 | 1.075 | 34.497 | 35.456 | 8.587 | 0.971 |
| FLUTC global ceres_ebaf_toa_v4.1 | W/m2 | 266.417 | 269.581 | -3.164 | 31.024 | 31.848 | 5.014 | 0.993 |
| FSNTOA global ceres_ebaf_toa_v4.1 | W/m2 | 225.914 | 236.41 | -10.496 | 104.768 | 107.852 | 24.611 | 0.978 |
| FSNTOAC global ceres_ebaf_toa_v4.1 | W/m2 | 282.039 | 279.641 | 2.398 | 124.047 | 122.062 | 8.168 | 0.998 |
| SWCF global ceres_ebaf_toa_v4.1 | W/m2 | -56.125 | -43.231 | -12.894 | 37.711 | 29.958 | 26.377 | 0.792 |
| LWCF global ceres_ebaf_toa_v4.1 | W/m2 | 21.425 | 25.664 | -4.239 | 13.325 | 14.323 | 7.889 | 0.887 |
| NETCF global ceres_ebaf_toa_v4.1 | W/m2 | -34.7 | -17.566 | -17.134 | 35.208 | 26.942 | 27.01 | 0.806 |
| SOLIN global ceres_ebaf_toa_v4.0 | W/m2 | 330.38 | 330.4 | -0.019 | 139.594 | 139.078 | 0.866 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.0 | dimensionless | 0.347 | 0.329 | 0.018 | 0.124 | 0.236 | 0.19 | 0.603 |
| ALBEDOC global ceres_ebaf_toa_v4.0 | dimensionless | 0.177 | 0.207 | -0.03 | 0.13 | 0.336 | 0.271 | 0.656 |
| RESTOM global ceres_ebaf_toa_v4.0 | W/m2 | -18.997 | -7.603 | -11.394 | 84.385 | 86.712 | 22.627 | 0.974 |
| FLUT global ceres_ebaf_toa_v4.0 | W/m2 | 244.992 | 243.915 | 1.077 | 34.497 | 35.425 | 8.569 | 0.971 |
| FLUTC global ceres_ebaf_toa_v4.0 | W/m2 | 266.417 | 271.747 | -5.331 | 31.024 | 33.214 | 7.25 | 0.991 |
| FSNTOA global ceres_ebaf_toa_v4.0 | W/m2 | 225.914 | 236.312 | -10.398 | 104.768 | 107.842 | 24.579 | 0.978 |
| FSNTOAC global ceres_ebaf_toa_v4.0 | W/m2 | 282.039 | 280.243 | 1.796 | 124.047 | 122.506 | 7.82 | 0.998 |
| SWCF global ceres_ebaf_toa_v4.0 | W/m2 | -56.125 | -43.931 | -12.194 | 37.711 | 30.602 | 26.042 | 0.792 |
| LWCF global ceres_ebaf_toa_v4.0 | W/m2 | 21.425 | 27.833 | -6.408 | 13.325 | 15.55 | 9.668 | 0.885 |
| NETCF global ceres_ebaf_toa_v4.0 | W/m2 | -34.7 | -16.098 | -18.602 | 35.208 | 26.802 | 28.015 | 0.805 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.1 | dimensionless | 0.147 | 0.138 | 0.009 | 0.185 | 0.179 | 0.031 | 0.987 |
| SWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | -62.179 | -45.466 | -16.713 | 42.809 | 32.04 | 31.015 | 0.793 |
| LWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | 32.87 | 26.366 | 6.504 | 21.531 | 15.007 | 13.888 | 0.833 |
| NETCF_SRF global ceres_ebaf_surface_v4.1 | W/m2 | -29.309 | -19.1 | -10.209 | 42.867 | 34.785 | 24.384 | 0.857 |
| FLDS global ceres_ebaf_surface_v4.1 | W/m2 | 359.465 | 354.672 | 4.793 | 65.072 | 64.893 | 12.497 | 0.984 |
| FLDSC global ceres_ebaf_surface_v4.1 | W/m2 | 326.096 | 327.784 | -1.688 | 74.969 | 75.108 | 7.755 | 0.995 |
| FLNS global ceres_ebaf_surface_v4.1 | W/m2 | 50.264 | 52.976 | -2.712 | 27.026 | 21.759 | 13.953 | 0.864 |
| FLNSC global ceres_ebaf_surface_v4.1 | W/m2 | 83.134 | 79.342 | 3.792 | 20.361 | 21.262 | 8.227 | 0.939 |
| FSDS global ceres_ebaf_surface_v4.1 | W/m2 | 167.648 | 178.531 | -10.882 | 86.969 | 85.248 | 30.925 | 0.944 |
| FSDSC global ceres_ebaf_surface_v4.1 | W/m2 | 236.608 | 229.758 | 6.85 | 102.57 | 97.669 | 11.166 | 0.997 |
| FSNS global ceres_ebaf_surface_v4.1 | W/m2 | 147.421 | 158.674 | -11.253 | 75.779 | 76.909 | 28.56 | 0.941 |
| FSNSC global ceres_ebaf_surface_v4.1 | W/m2 | 209.599 | 204.14 | 5.46 | 94.72 | 90.534 | 11.943 | 0.994 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.0 | dimensionless | 0.147 | 0.139 | 0.008 | 0.185 | 0.179 | 0.03 | 0.988 |
| SWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | -62.179 | -47.5 | -14.679 | 42.809 | 33.225 | 30.0 | 0.792 |
| LWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | 32.87 | 28.724 | 4.146 | 21.531 | 15.004 | 12.733 | 0.842 |
| NETCF_SRF global ceres_ebaf_surface_v4.0 | W/m2 | -29.309 | -18.776 | -10.533 | 42.867 | 35.206 | 24.01 | 0.865 |
| FLDS global ceres_ebaf_surface_v4.0 | W/m2 | 359.465 | 354.524 | 4.941 | 65.072 | 64.936 | 12.573 | 0.984 |
| FLDSC global ceres_ebaf_surface_v4.0 | W/m2 | 326.096 | 325.097 | 0.999 | 74.969 | 76.612 | 8.369 | 0.994 |
| FLNS global ceres_ebaf_surface_v4.0 | W/m2 | 50.264 | 52.948 | -2.684 | 27.026 | 21.684 | 14.026 | 0.863 |
| FLNSC global ceres_ebaf_surface_v4.0 | W/m2 | 83.134 | 81.672 | 1.462 | 20.361 | 21.849 | 7.581 | 0.94 |
| FSDS global ceres_ebaf_surface_v4.0 | W/m2 | 167.648 | 179.01 | -11.361 | 86.969 | 85.356 | 31.247 | 0.943 |
| FSDSC global ceres_ebaf_surface_v4.0 | W/m2 | 236.608 | 232.729 | 3.88 | 102.57 | 99.008 | 8.916 | 0.997 |
| FSNS global ceres_ebaf_surface_v4.0 | W/m2 | 147.421 | 158.97 | -11.55 | 75.779 | 76.892 | 28.727 | 0.941 |
| FSNSC global ceres_ebaf_surface_v4.0 | W/m2 | 209.599 | 206.47 | 3.129 | 94.72 | 91.574 | 10.325 | 0.995 |
| LHFLX global OAFlux | kg/m2/s | 93.051 | 89.015 | 4.036 | 59.56 | 44.76 | 30.089 | 0.947 |
| SHFLX global OAFlux | W/m2 | 23.787 | 8.916 | 14.871 | 22.789 | 9.392 | 14.16 | 0.756 |
| LHFLX global ERA-Interim | kg/m2/s | 93.051 | 86.255 | 6.796 | 59.609 | 53.882 | 18.265 | 0.96 |
| SHFLX global ERA-Interim | W/m2 | 23.787 | 18.735 | 5.052 | 22.841 | 22.13 | 11.82 | 0.888 |
| PSL global ERA-Interim | mbar | 1011.141 | 1011.175 | -0.034 | 7.55 | 8.538 | 3.001 | 0.938 |
| FSNS global ERA-Interim | W/m2 | 147.421 | 156.736 | -9.315 | 75.797 | 77.849 | 28.544 | 0.939 |
| FLNS global ERA-Interim | W/m2 | 50.264 | 55.714 | -5.449 | 27.042 | 21.981 | 12.166 | 0.922 |
| NET_FLUX_SRF global ERA-Interim | W/m2 | -19.728 | -3.968 | -15.76 | 75.328 | 74.548 | 31.055 | 0.936 |
| PRECT global ERA-Interim | mm/day | 3.207 | 2.988 | 0.219 | 3.029 | 2.828 | 1.51 | 0.872 |
| TMQ global ERA-Interim | kg/m2 | 27.306 | 25.939 | 1.367 | 15.638 | 14.987 | 2.461 | 0.992 |
| U-850mb global ERA-Interim | m/s | 0.981 | 1.139 | -0.158 | 6.018 | 5.822 | 1.906 | 0.95 |
| U-200mb global ERA-Interim | m/s | 13.78 | 12.972 | 0.807 | 15.966 | 16.06 | 3.706 | 0.975 |
| Z3-500mb global ERA-Interim | hectometer | 56.795 | 56.891 | -0.095 | 2.565 | 2.614 | 0.25 | 0.996 |
| OMEGA-200mb global ERA-Interim | mbar/day | 0.178 | 0.002 | 0.176 | 18.024 | 13.234 | 10.966 | 0.796 |
| OMEGA-500mb global ERA-Interim | mbar/day | 0.041 | -0.0 | 0.041 | 28.895 | 28.058 | 18.836 | 0.782 |
| OMEGA-850mb global ERA-Interim | mbar/day | -0.033 | 2.642 | -2.675 | 30.068 | 50.743 | 34.544 | 0.627 |
| T-850mb global ERA-Interim | K | 280.641 | 282.609 | -1.968 | 20.565 | 11.291 | 18.089 | 0.492 |
| T-200mb global ERA-Interim | K | 217.543 | 218.771 | -1.229 | 4.485 | 4.955 | 1.956 | 0.953 |
| TAUXY ocean ERA-Interim | N/m^2 | 0.086 | 0.078 | 0.008 | 0.065 | 0.058 | 0.032 | 0.887 |
| LHFLX global MERRA2 | kg/m2/s | 93.051 | 87.698 | 5.354 | 59.859 | 55.896 | 20.215 | 0.946 |
| SHFLX global MERRA2 | W/m2 | 23.787 | 20.502 | 3.284 | 23.048 | 25.89 | 13.653 | 0.86 |
| PSL global MERRA2 | mbar | 1011.141 | 1010.716 | 0.425 | 7.554 | 8.915 | 3.225 | 0.938 |
| FSNS global MERRA2 | W/m2 | 147.421 | 159.987 | -12.566 | 75.858 | 79.893 | 32.584 | 0.927 |
| FLNS global MERRA2 | W/m2 | 50.264 | 62.11 | -11.846 | 27.1 | 22.022 | 17.268 | 0.889 |
| NET_FLUX_SRF global MERRA2 | W/m2 | -19.728 | -10.324 | -9.404 | 75.556 | 75.359 | 30.16 | 0.928 |
| PRECT global MERRA2 | mm/day | 3.207 | 3.066 | 0.141 | 3.04 | 3.212 | 1.826 | 0.832 |
| TMQ global MERRA2 | kg/m2 | 27.306 | 26.551 | 0.754 | 15.647 | 15.527 | 2.094 | 0.992 |
| U-850mb global MERRA2 | m/s | 0.987 | 1.011 | -0.024 | 6.043 | 6.112 | 1.918 | 0.951 |
| U-200mb global MERRA2 | m/s | 13.78 | 13.413 | 0.366 | 15.974 | 15.67 | 3.698 | 0.973 |
| OMEGA-200mb global MERRA2 | mbar/day | 0.178 | -0.099 | 0.277 | 18.096 | 14.385 | 9.839 | 0.841 |
| OMEGA-500mb global MERRA2 | mbar/day | 0.041 | 0.038 | 0.002 | 29.041 | 29.915 | 19.814 | 0.774 |
| OMEGA-850mb global MERRA2 | mbar/day | -0.034 | -0.03 | -0.003 | 31.37 | 38.005 | 28.76 | 0.653 |
| T-850mb global MERRA2 | K | 282.303 | 280.204 | 2.099 | 10.511 | 24.432 | 15.88 | 0.51 |
| T-200mb global MERRA2 | K | 217.543 | 218.559 | -1.017 | 4.486 | 5.042 | 1.901 | 0.95 |
| TAUXY ocean MERRA2 | N/m^2 | 0.089 | 0.082 | 0.007 | 0.066 | 0.063 | 0.034 | 0.868 |
| CLDTOT_TAU1.3_ISCCP global ISCCPCOSP | % | 58.415 | 51.872 | 6.543 | 26.895 | 18.456 | 18.387 | 0.775 |
| CLDTOT_TAU1.3_9.4_ISCCP global ISCCPCOSP | % | 26.622 | 34.017 | -7.394 | 12.3 | 10.517 | 12.042 | 0.64 |
| CLDTOT_TAU9.4_ISCCP global ISCCPCOSP | % | 31.793 | 17.855 | 13.938 | 19.72 | 11.442 | 21.069 | 0.64 |
| CLDTOT_TAU1.3_MISR global MISRCOSP | % | 58.46 | 52.644 | 5.816 | 27.014 | 19.304 | 19.616 | 0.771 |
| CLDTOT_TAU1.3_9.4_MISR global MISRCOSP | % | 26.643 | 32.041 | -5.398 | 12.393 | 9.054 | 8.72 | 0.595 |
| CLDTOT_TAU9.4_MISR global MISRCOSP | % | 31.817 | 20.603 | 11.214 | 19.854 | 12.541 | 21.697 | 0.58 |
| 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 | % | 56.55 | 47.805 | 8.745 | 26.642 | 22.772 | 18.959 | 0.784 |
| CLDTOT_TAU1.3_9.4_MODIS global MODISCOSP | % | 25.191 | 24.402 | 0.789 | 12.042 | 10.253 | 9.007 | 0.679 |
| CLDTOT_TAU9.4_MODIS global MODISCOSP | % | 31.36 | 23.403 | 7.956 | 19.759 | 14.738 | 18.817 | 0.55 |
| CLDHGH_TAU1.3_MODIS global MODISCOSP | % | 56.55 | 26.543 | 30.008 | 26.642 | 19.117 | 35.265 | 0.753 |
| CLDHGH_TAU1.3_9.4_MODIS global MODISCOSP | % | 25.191 | 14.207 | 10.983 | 12.042 | 9.372 | 14.742 | 0.608 |
| CLDHGH_TAU9.4_MODIS global MODISCOSP | % | 31.36 | 12.335 | 19.025 | 19.759 | 10.896 | 25.38 | 0.562 |
| CLDTOT_CAL global CALIPSOCOSP | % | 67.052 | 67.217 | -0.165 | 25.232 | 17.901 | 15.072 | 0.806 |
| CLDLOW_CAL global CALIPSOCOSP | % | 46.012 | 38.022 | 7.989 | 28.556 | 19.396 | 16.794 | 0.874 |
| CLDMED_CAL global CALIPSOCOSP | % | 14.307 | 18.121 | -3.814 | 10.445 | 10.555 | 9.06 | 0.696 |
| CLDHGH_CAL global CALIPSOCOSP | % | 23.163 | 31.579 | -8.415 | 17.274 | 17.891 | 11.757 | 0.888 |
| TGCLDLWP_OCN global SSMI | g/m^2 | 65.49 | 97.429 | -31.939 | 29.609 | 30.569 | 38.51 | 0.45 |
| AODVIS global AOD_550 | dimensionless | 0.094 | 0.132 | -0.038 | 0.072 | 0.089 | 0.083 | 0.594 |
| TREFHT land ERA-Interim | DegC | 14.543 | 14.287 | 0.256 | 18.446 | 20.106 | 3.098 | 0.991 |
| TREFHT global ERA-Interim | DegC | 16.288 | 16.115 | 0.173 | 13.876 | 14.303 | 1.513 | 0.995 |
| TREFHT land MERRA2 | DegC | 15.552 | 13.092 | 2.46 | 18.943 | 20.444 | 3.861 | 0.99 |
| TREFHT global MERRA2 | DegC | 16.288 | 16.059 | 0.229 | 13.882 | 14.677 | 1.927 | 0.993 |
| PminusE global GPCP_OAFLux | mm/day | -0.008 | -0.177 | 0.168 | 3.091 | 2.885 | 1.563 | 0.881 |
| PminusE global COREv2_Flux | mm/day | -0.009 | -0.293 | 0.284 | 3.139 | 2.824 | 1.682 | 0.864 |