Test: ZM_shallow
Reference: Observation and Reanalysis
| Variables | Unit | Test_mean | Ref._mean | Mean_Bias | Test_STD | Ref._STD | RMSE | Correlation |
|---|---|---|---|---|---|---|---|---|
| PRECT global GPCP_v3.2 | mm/day | 2.952 | 2.782 | 0.17 | 2.102 | 2.193 | 1.145 | 0.862 |
| PRECT global GPCP_v2.3 | mm/day | 2.952 | 2.664 | 0.288 | 2.072 | 2.066 | 1.072 | 0.876 |
| TREFHT land_60S90N CRU | DegC | 13.133 | 999.999 | 999.999 | 12.774 | 999.999 | 999.999 | 999.999 |
| SST global HadISST | degC | 20.036 | 999.999 | 999.999 | 8.93 | 999.999 | 999.999 | 999.999 |
| SST global HadISST_CL | degC | 20.036 | 19.218 | 0.818 | 8.93 | 9.565 | 0.318 | 0.999 |
| SST global HadISST_PI | degC | 20.036 | 19.347 | 0.689 | 8.93 | 9.084 | 0.625 | 0.999 |
| SST global HadISST_PD | degC | 20.036 | 19.356 | 0.68 | 8.93 | 9.542 | 0.254 | 1.0 |
| SOLIN global ceres_ebaf_toa_v4.1 | W/m2 | 338.251 | 338.181 | 0.07 | 100.518 | 101.37 | 2.024 | 1.0 |
| ALBEDO 75S75N ceres_ebaf_toa_v4.1 | dimensionless | 0.323 | 0.307 | 0.017 | 0.104 | 0.119 | 0.054 | 0.903 |
| ALBEDOC global ceres_ebaf_toa_v4.1 | dimensionless | 0.171 | 0.185 | -0.014 | 0.127 | 0.139 | 0.033 | 0.978 |
| RESTOM global ceres_ebaf_toa_v4.1 | W/m2 | -1.397 | 1.447 | -2.844 | 70.108 | 72.038 | 16.255 | 0.975 |
| FLUT global ceres_ebaf_toa_v4.1 | W/m2 | 236.241 | 239.311 | -3.07 | 29.655 | 30.957 | 8.953 | 0.962 |
| FLUTC global ceres_ebaf_toa_v4.1 | W/m2 | 262.645 | 265.385 | -2.74 | 30.868 | 31.357 | 4.733 | 0.992 |
| FSNTOA global ceres_ebaf_toa_v4.1 | W/m2 | 234.722 | 240.758 | -6.036 | 90.336 | 94.641 | 19.293 | 0.981 |
| FSNTOAC global ceres_ebaf_toa_v4.1 | W/m2 | 287.888 | 283.237 | 4.65 | 99.727 | 100.049 | 10.013 | 0.996 |
| SWCF global ceres_ebaf_toa_v4.1 | W/m2 | -53.166 | -42.479 | -10.687 | 25.409 | 22.041 | 21.385 | 0.704 |
| LWCF global ceres_ebaf_toa_v4.1 | W/m2 | 26.404 | 26.074 | 0.33 | 13.218 | 11.668 | 6.61 | 0.866 |
| NETCF global ceres_ebaf_toa_v4.1 | W/m2 | -26.761 | -16.405 | -10.357 | 21.611 | 16.883 | 19.232 | 0.671 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.1 | dimensionless | 0.146 | 0.15 | -0.004 | 0.178 | 0.197 | 0.042 | 0.98 |
| SWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | -57.694 | -45.118 | -12.576 | 27.97 | 23.476 | 24.155 | 0.692 |
| LWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | 28.484 | 26.906 | 1.579 | 17.287 | 14.779 | 9.27 | 0.849 |
| NETCF_SRF global ceres_ebaf_surface_v4.1 | W/m2 | -29.21 | -18.212 | -10.998 | 27.723 | 24.353 | 19.865 | 0.806 |
| FLDS global ceres_ebaf_surface_v4.1 | W/m2 | 346.585 | 344.544 | 2.04 | 68.608 | 69.454 | 10.719 | 0.988 |
| FLDSC global ceres_ebaf_surface_v4.1 | W/m2 | 317.428 | 317.399 | 0.029 | 77.589 | 79.638 | 7.251 | 0.996 |
| FLNS global ceres_ebaf_surface_v4.1 | W/m2 | 52.583 | 54.307 | -1.724 | 19.063 | 18.906 | 9.661 | 0.875 |
| FLNSC global ceres_ebaf_surface_v4.1 | W/m2 | 81.068 | 81.213 | -0.145 | 15.742 | 18.844 | 7.46 | 0.922 |
| FSDS global ceres_ebaf_surface_v4.1 | W/m2 | 179.117 | 188.039 | -8.922 | 70.452 | 71.25 | 23.37 | 0.954 |
| FSDSC global ceres_ebaf_surface_v4.1 | W/m2 | 243.484 | 239.269 | 4.214 | 73.522 | 70.784 | 7.687 | 0.997 |
| FSNS global ceres_ebaf_surface_v4.1 | W/m2 | 156.134 | 163.619 | -7.485 | 68.097 | 71.726 | 21.625 | 0.959 |
| FSNSC global ceres_ebaf_surface_v4.1 | W/m2 | 213.829 | 208.737 | 5.091 | 77.827 | 76.734 | 11.427 | 0.991 |
| LHFLX global OAFlux | W/m2 | 85.92 | 90.824 | -4.904 | 52.573 | 41.275 | 21.105 | 0.948 |
| SHFLX global OAFlux | W/m2 | 19.542 | 9.391 | 10.151 | 18.437 | 7.754 | 9.568 | 0.52 |
| LHFLX global ERA5 | W/m2 | 85.92 | 82.515 | 3.405 | 52.573 | 50.413 | 13.8 | 0.967 |
| SHFLX global ERA5 | W/m2 | 19.542 | 17.607 | 1.936 | 18.437 | 19.146 | 8.717 | 0.898 |
| PSL global ERA5 | mbar | 1011.581 | 1011.413 | 0.168 | 10.337 | 7.983 | 3.419 | 0.963 |
| FSNS global ERA5 | W/m2 | 156.134 | 163.363 | -7.228 | 68.097 | 70.728 | 20.359 | 0.963 |
| FLNS global ERA5 | W/m2 | 52.583 | 58.636 | -6.052 | 19.063 | 19.793 | 10.682 | 0.898 |
| NET_FLUX_SRF global ERA5 | W/m2 | -2.88 | 4.605 | -7.485 | 49.653 | 45.553 | 25.89 | 0.868 |
| PRECT global ERA5 | mm/day | 2.952 | 2.871 | 0.081 | 2.102 | 2.303 | 1.079 | 0.885 |
| TMQ global ERA5 | kg/m2 | 25.493 | 24.111 | 1.382 | 14.958 | 15.38 | 2.486 | 0.991 |
| QREFHT global ERA5_ext | g/kg | 10.159 | 9.694 | 0.466 | 5.791 | 6.006 | 0.903 | 0.992 |
| U10 global ERA5_ext | m/s | 6.243 | 6.114 | 0.129 | 2.464 | 2.531 | 0.898 | 0.937 |
| U-850mb global ERA5 | m/s | 1.198 | 0.98 | 0.218 | 6.244 | 5.447 | 1.526 | 0.974 |
| U-200mb global ERA5 | m/s | 17.768 | 17.06 | 0.708 | 11.327 | 11.991 | 3.789 | 0.951 |
| Z3-500mb global ERA5 | hectometer | 56.605 | 56.572 | 0.033 | 2.749 | 2.604 | 0.305 | 0.995 |
| OMEGA-200mb global ERA5 | mbar/day | 0.184 | -0.0 | 0.185 | 12.086 | 9.78 | 8.505 | 0.717 |
| OMEGA-500mb global ERA5 | mbar/day | 0.022 | -0.003 | 0.024 | 20.939 | 24.619 | 18.077 | 0.696 |
| OMEGA-850mb global ERA5 | mbar/day | -0.079 | 4.277 | -4.356 | 26.223 | 64.921 | 48.168 | 0.441 |
| T-850mb global ERA5 | K | 281.215 | 281.035 | 0.18 | 10.582 | 11.714 | 1.024 | 0.996 |
| T-200mb global ERA5 | K | 219.275 | 218.721 | 0.554 | 3.08 | 2.056 | 2.407 | 0.649 |
| TAUXY ocean ERA5 | N/m^2 | 0.069 | 0.066 | 0.003 | 0.062 | 0.052 | 0.027 | 0.905 |
| LHFLX global MERRA2 | W/m2 | 85.92 | 83.468 | 2.453 | 52.573 | 52.675 | 15.164 | 0.96 |
| SHFLX global MERRA2 | W/m2 | 19.542 | 19.671 | -0.129 | 18.437 | 23.252 | 11.453 | 0.874 |
| PSL global MERRA2 | mbar | 1011.581 | 1010.968 | 0.614 | 10.337 | 8.267 | 3.098 | 0.971 |
| FSNS global MERRA2 | W/m2 | 156.134 | 163.778 | -7.643 | 68.097 | 72.792 | 23.249 | 0.954 |
| FLNS global MERRA2 | W/m2 | 52.583 | 62.67 | -10.087 | 19.063 | 19.262 | 13.357 | 0.896 |
| NET_FLUX_SRF global MERRA2 | W/m2 | -2.88 | -2.032 | -0.849 | 49.653 | 44.025 | 27.08 | 0.84 |
| PRECT global MERRA2 | mm/day | 2.952 | 2.902 | 0.049 | 2.102 | 2.74 | 1.639 | 0.802 |
| TMQ global MERRA2 | kg/m2 | 25.493 | 24.874 | 0.619 | 14.958 | 15.828 | 2.21 | 0.992 |
| U-850mb global MERRA2 | m/s | 1.198 | 0.839 | 0.359 | 6.244 | 5.745 | 1.49 | 0.975 |
| U-200mb global MERRA2 | m/s | 17.768 | 17.524 | 0.244 | 11.327 | 11.753 | 3.495 | 0.955 |
| Z3-500mb global MERRA2 | hectometer | 56.605 | 56.561 | 0.044 | 2.749 | 2.604 | 0.302 | 0.995 |
| OMEGA-200mb global MERRA2 | mbar/day | 0.184 | -0.103 | 0.287 | 12.086 | 9.885 | 8.62 | 0.71 |
| OMEGA-500mb global MERRA2 | mbar/day | 0.022 | 0.052 | -0.031 | 20.939 | 24.129 | 17.426 | 0.71 |
| OMEGA-850mb global MERRA2 | mbar/day | -0.079 | 0.125 | -0.204 | 26.223 | 35.908 | 25.979 | 0.653 |
| T-850mb global MERRA2 | K | 281.215 | 281.352 | -0.137 | 10.582 | 10.683 | 0.976 | 0.996 |
| T-200mb global MERRA2 | K | 219.275 | 218.869 | 0.405 | 3.08 | 2.018 | 2.433 | 0.628 |
| TAUXY ocean MERRA2 | N/m^2 | 0.069 | 0.074 | -0.005 | 0.062 | 0.055 | 0.023 | 0.936 |
| CLDTOT_TAU1.3_ISCCP global ISCCPCOSP | % | 51.863 | 51.181 | 0.682 | 21.135 | 17.339 | 13.681 | 0.764 |
| CLDTOT_TAU1.3_9.4_ISCCP global ISCCPCOSP | % | 23.971 | 33.925 | -9.954 | 9.085 | 10.944 | 13.653 | 0.576 |
| CLDTOT_TAU9.4_ISCCP global ISCCPCOSP | % | 27.892 | 17.256 | 10.636 | 14.702 | 10.384 | 17.194 | 0.464 |
| CLDTOT_TAU1.3_MISR global MISRCOSP | % | 51.845 | 51.892 | -0.047 | 21.344 | 19.901 | 15.031 | 0.751 |
| CLDTOT_TAU1.3_9.4_MISR global MISRCOSP | % | 23.963 | 30.973 | -7.01 | 9.222 | 8.71 | 8.478 | 0.74 |
| CLDTOT_TAU9.4_MISR global MISRCOSP | % | 27.882 | 20.919 | 6.963 | 14.862 | 12.582 | 16.623 | 0.582 |
| CLDLOW_TAU1.3_MISR global MISRCOSP | % | 32.949 | 29.841 | 3.109 | 22.209 | 15.783 | 16.87 | 0.755 |
| CLDLOW_TAU1.3_9.4_MISR global MISRCOSP | % | 15.847 | 19.797 | -3.95 | 10.925 | 8.581 | 6.148 | 0.819 |
| CLDLOW_TAU9.4_MISR global MISRCOSP | % | 17.103 | 10.044 | 7.059 | 12.97 | 8.084 | 15.835 | 0.482 |
| CLDTOT_TAU1.3_MODIS global MODISCOSP | % | 50.516 | 46.896 | 3.62 | 21.102 | 21.081 | 14.783 | 0.769 |
| CLDTOT_TAU1.3_9.4_MODIS global MODISCOSP | % | 23.139 | 24.067 | -0.928 | 8.91 | 8.941 | 7.864 | 0.617 |
| CLDTOT_TAU9.4_MODIS global MODISCOSP | % | 27.378 | 22.829 | 4.549 | 14.877 | 14.466 | 13.974 | 0.595 |
| CLDHGH_TAU1.3_MODIS global MODISCOSP | % | 15.504 | 21.058 | -5.554 | 9.864 | 11.919 | 8.838 | 0.817 |
| CLDHGH_TAU1.3_9.4_MODIS global MODISCOSP | % | 6.971 | 10.675 | -3.705 | 4.804 | 6.433 | 5.686 | 0.742 |
| CLDHGH_TAU9.4_MODIS global MODISCOSP | % | 8.533 | 10.382 | -1.849 | 6.06 | 6.829 | 4.733 | 0.778 |
| CLDTOT_CAL global CALIPSOCOSP | % | 67.926 | 66.845 | 1.081 | 16.918 | 15.845 | 11.187 | 0.771 |
| CLDLOW_CAL global CALIPSOCOSP | % | 36.244 | 36.982 | -0.739 | 23.008 | 17.833 | 12.611 | 0.842 |
| CLDMED_CAL global CALIPSOCOSP | % | 12.472 | 17.924 | -5.452 | 8.769 | 10.476 | 8.268 | 0.812 |
| CLDHGH_CAL global CALIPSOCOSP | % | 38.027 | 32.759 | 5.268 | 15.893 | 14.533 | 11.417 | 0.785 |
| TGCLDLWP_OCN global SSMI | g/m^2 | 67.956 | 999.999 | 999.999 | 20.583 | 999.999 | 999.999 | 999.999 |
| AODVIS global MACv2 | dimensionless | 0.101 | 0.118 | -0.017 | 0.103 | 0.102 | 0.044 | 0.919 |
| AODVIS global MERRA2_Aerosols | dimensionless | 0.101 | 0.143 | -0.042 | 0.103 | 0.095 | 0.06 | 0.908 |
| AODDUST global MACv2 | dimensionless | 0.028 | 999.999 | 999.999 | 0.065 | 999.999 | 999.999 | 999.999 |
| TREFHT global ERA5 | DegC | 14.389 | 14.243 | 0.146 | 14.967 | 14.898 | 1.568 | 0.995 |
| TREFHT land ERA5 | DegC | 8.014 | 8.713 | -0.699 | 20.412 | 20.159 | 2.707 | 0.992 |
| TREFHT global MERRA2 | DegC | 14.389 | 14.291 | 0.098 | 14.967 | 15.279 | 1.288 | 0.997 |
| TREFHT land MERRA2 | DegC | 8.014 | 8.083 | -0.07 | 20.412 | 20.904 | 2.136 | 0.995 |
| TREFMNAV global MERRA2 | DegC | 12.568 | 12.258 | 0.311 | 15.41 | 15.833 | 1.486 | 0.996 |
| TREFMXAV global MERRA2 | DegC | 16.276 | 16.458 | -0.182 | 14.844 | 15.18 | 1.636 | 0.994 |
| TREF_range global MERRA2 | K | 3.708 | 4.201 | -0.494 | 3.885 | 4.865 | 1.649 | 0.96 |
| PminusE global GPCP_OAFLux | mm/day | -0.018 | -0.111 | 0.093 | 2.107 | 2.261 | 1.131 | 0.879 |
| PminusE global COREv2_Flux | mm/day | -0.018 | -0.245 | 0.227 | 2.144 | 2.189 | 1.21 | 0.855 |
| TCO global OMI-MLS | DU | 26.653 | 30.756 | -4.103 | 6.538 | 6.293 | 5.206 | 0.876 |