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 | 3.004 | 2.799 | 0.206 | 2.74 | 2.539 | 1.538 | 0.836 |
| PRECT global GPCP_v2.3 | mm/day | 3.004 | 2.699 | 0.305 | 2.703 | 2.369 | 1.469 | 0.848 |
| TREFHT land_60S90N CRU | DegC | 5.488 | 5.535 | -0.047 | 19.018 | 19.99 | 2.603 | 0.992 |
| SST global HadISST | degC | 20.016 | 999.999 | 999.999 | 8.565 | 999.999 | 999.999 | 999.999 |
| SST global HadISST_CL | degC | 20.016 | 19.005 | 1.01 | 8.565 | 9.332 | 0.334 | 0.999 |
| SST global HadISST_PI | degC | 20.016 | 19.219 | 0.796 | 8.565 | 8.783 | 0.644 | 0.999 |
| SST global HadISST_PD | degC | 20.016 | 19.115 | 0.901 | 8.565 | 9.328 | 0.254 | 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 75S75N ceres_ebaf_toa_v4.1 | dimensionless | 0.339 | 0.324 | 0.015 | 0.11 | 0.134 | 0.064 | 0.886 |
| ALBEDOC global ceres_ebaf_toa_v4.1 | dimensionless | 0.183 | 0.212 | -0.029 | 0.143 | 0.279 | 0.216 | 0.659 |
| RESTOM global ceres_ebaf_toa_v4.1 | W/m2 | 2.934 | 7.946 | -5.012 | 94.553 | 95.935 | 20.441 | 0.978 |
| FLUT global ceres_ebaf_toa_v4.1 | W/m2 | 236.242 | 237.474 | -1.233 | 32.438 | 32.743 | 11.584 | 0.938 |
| FLUTC global ceres_ebaf_toa_v4.1 | W/m2 | 260.941 | 263.309 | -2.368 | 32.377 | 32.648 | 5.054 | 0.991 |
| FSNTOA global ceres_ebaf_toa_v4.1 | W/m2 | 239.062 | 245.42 | -6.358 | 112.43 | 117.178 | 23.935 | 0.981 |
| FSNTOAC global ceres_ebaf_toa_v4.1 | W/m2 | 299.139 | 294.647 | 4.492 | 140.038 | 138.14 | 10.719 | 0.998 |
| SWCF global ceres_ebaf_toa_v4.1 | W/m2 | -60.077 | -49.227 | -10.85 | 40.493 | 36.987 | 24.586 | 0.842 |
| LWCF global ceres_ebaf_toa_v4.1 | W/m2 | 24.7 | 25.835 | -1.135 | 17.891 | 14.322 | 9.103 | 0.866 |
| NETCF global ceres_ebaf_toa_v4.1 | W/m2 | -35.377 | -23.392 | -11.985 | 36.027 | 33.269 | 22.202 | 0.857 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.1 | dimensionless | 0.163 | 0.162 | 0.001 | 0.198 | 0.206 | 0.054 | 0.965 |
| SWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | -65.468 | -52.803 | -12.665 | 45.101 | 40.802 | 27.317 | 0.846 |
| LWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | 29.371 | 28.212 | 1.158 | 17.436 | 15.042 | 10.322 | 0.81 |
| NETCF_SRF global ceres_ebaf_surface_v4.1 | W/m2 | -36.098 | -24.591 | -11.507 | 40.755 | 38.96 | 22.967 | 0.877 |
| FLDS global ceres_ebaf_surface_v4.1 | W/m2 | 339.754 | 336.6 | 3.154 | 75.247 | 76.368 | 11.062 | 0.99 |
| FLDSC global ceres_ebaf_surface_v4.1 | W/m2 | 309.887 | 308.658 | 1.228 | 81.487 | 84.859 | 7.876 | 0.996 |
| FLNS global ceres_ebaf_surface_v4.1 | W/m2 | 50.859 | 53.34 | -2.481 | 18.898 | 18.158 | 10.273 | 0.856 |
| FLNSC global ceres_ebaf_surface_v4.1 | W/m2 | 80.229 | 81.552 | -1.323 | 15.661 | 17.691 | 9.119 | 0.861 |
| FSDS global ceres_ebaf_surface_v4.1 | W/m2 | 183.314 | 192.761 | -9.447 | 87.605 | 90.928 | 26.327 | 0.963 |
| FSDSC global ceres_ebaf_surface_v4.1 | W/m2 | 254.826 | 251.584 | 3.242 | 112.493 | 110.286 | 6.917 | 0.999 |
| FSNS global ceres_ebaf_surface_v4.1 | W/m2 | 158.992 | 167.555 | -8.562 | 81.203 | 86.391 | 25.87 | 0.959 |
| FSNSC global ceres_ebaf_surface_v4.1 | W/m2 | 224.461 | 220.358 | 4.103 | 111.422 | 108.865 | 11.225 | 0.996 |
| LHFLX global OAFlux | W/m2 | 86.978 | 92.617 | -5.639 | 66.53 | 45.307 | 29.728 | 0.941 |
| SHFLX global OAFlux | W/m2 | 17.474 | 11.992 | 5.482 | 23.292 | 18.938 | 10.982 | 0.866 |
| LHFLX global ERA5 | W/m2 | 86.978 | 82.03 | 4.948 | 66.53 | 58.638 | 19.316 | 0.963 |
| SHFLX global ERA5 | W/m2 | 17.474 | 15.434 | 2.04 | 23.292 | 22.896 | 10.253 | 0.905 |
| PSL global ERA5 | mbar | 1011.716 | 1011.54 | 0.176 | 10.403 | 8.589 | 2.955 | 0.97 |
| FSNS global ERA5 | W/m2 | 158.992 | 168.873 | -9.881 | 81.203 | 85.498 | 24.592 | 0.965 |
| FLNS global ERA5 | W/m2 | 50.859 | 57.018 | -6.16 | 18.898 | 18.515 | 11.332 | 0.871 |
| NET_FLUX_SRF global ERA5 | W/m2 | 2.762 | 14.391 | -11.629 | 100.641 | 89.424 | 38.249 | 0.933 |
| PRECT global ERA5 | mm/day | 3.004 | 2.893 | 0.111 | 2.74 | 2.64 | 1.459 | 0.855 |
| TMQ global ERA5 | kg/m2 | 24.511 | 23.137 | 1.374 | 15.121 | 15.529 | 2.821 | 0.987 |
| QREFHT global ERA5_ext | g/kg | 9.704 | 9.346 | 0.358 | 5.889 | 6.048 | 0.814 | 0.993 |
| U10 global ERA5_ext | m/s | 6.243 | 6.135 | 0.108 | 2.429 | 2.499 | 1.048 | 0.911 |
| U-850mb global ERA5 | m/s | 1.093 | 1.046 | 0.047 | 6.627 | 5.828 | 1.817 | 0.964 |
| U-200mb global ERA5 | m/s | 16.147 | 16.976 | -0.829 | 15.026 | 14.664 | 4.504 | 0.956 |
| Z3-500mb global ERA5 | hectometer | 56.431 | 56.387 | 0.045 | 2.69 | 2.687 | 0.281 | 0.995 |
| OMEGA-200mb global ERA5 | mbar/day | 0.177 | -0.0 | 0.178 | 18.23 | 13.317 | 11.624 | 0.772 |
| OMEGA-500mb global ERA5 | mbar/day | 0.014 | -0.003 | 0.017 | 28.902 | 30.421 | 23.145 | 0.697 |
| OMEGA-850mb global ERA5 | mbar/day | 0.036 | 4.275 | -4.239 | 29.015 | 69.33 | 56.448 | 0.42 |
| T-850mb global ERA5 | K | 279.928 | 279.829 | 0.099 | 11.4 | 12.09 | 1.19 | 0.996 |
| T-200mb global ERA5 | K | 220.203 | 218.982 | 1.221 | 3.355 | 3.038 | 3.401 | 0.511 |
| TAUXY ocean ERA5 | N/m^2 | 0.073 | 0.072 | 0.002 | 0.054 | 0.049 | 0.032 | 0.814 |
| LHFLX global MERRA2 | W/m2 | 86.978 | 83.742 | 3.236 | 66.53 | 60.352 | 20.003 | 0.956 |
| SHFLX global MERRA2 | W/m2 | 17.474 | 17.321 | 0.153 | 23.292 | 25.204 | 12.477 | 0.871 |
| PSL global MERRA2 | mbar | 1011.716 | 1011.062 | 0.654 | 10.403 | 8.615 | 3.218 | 0.962 |
| FSNS global MERRA2 | W/m2 | 158.992 | 167.776 | -8.784 | 81.203 | 86.174 | 27.464 | 0.953 |
| FLNS global MERRA2 | W/m2 | 50.859 | 61.18 | -10.321 | 18.898 | 19.582 | 14.664 | 0.854 |
| NET_FLUX_SRF global MERRA2 | W/m2 | 2.762 | 5.534 | -2.772 | 100.641 | 80.931 | 40.803 | 0.922 |
| PRECT global MERRA2 | mm/day | 3.004 | 2.926 | 0.078 | 2.74 | 3.045 | 1.912 | 0.787 |
| TMQ global MERRA2 | kg/m2 | 24.511 | 23.701 | 0.81 | 15.121 | 15.943 | 2.714 | 0.987 |
| U-850mb global MERRA2 | m/s | 1.093 | 0.922 | 0.171 | 6.627 | 6.127 | 1.8 | 0.964 |
| U-200mb global MERRA2 | m/s | 16.147 | 17.331 | -1.184 | 15.026 | 14.563 | 4.469 | 0.958 |
| Z3-500mb global MERRA2 | hectometer | 56.431 | 56.371 | 0.06 | 2.69 | 2.691 | 0.292 | 0.994 |
| OMEGA-200mb global MERRA2 | mbar/day | 0.177 | -0.098 | 0.275 | 18.23 | 12.783 | 11.065 | 0.801 |
| OMEGA-500mb global MERRA2 | mbar/day | 0.014 | 0.056 | -0.042 | 28.902 | 28.953 | 21.864 | 0.714 |
| OMEGA-850mb global MERRA2 | mbar/day | 0.036 | 0.179 | -0.143 | 29.015 | 41.118 | 30.234 | 0.642 |
| T-850mb global MERRA2 | K | 279.928 | 279.991 | -0.063 | 11.4 | 11.672 | 1.133 | 0.995 |
| T-200mb global MERRA2 | K | 220.203 | 219.087 | 1.116 | 3.355 | 3.004 | 3.428 | 0.485 |
| TAUXY ocean MERRA2 | N/m^2 | 0.073 | 0.081 | -0.007 | 0.054 | 0.053 | 0.03 | 0.848 |
| CLDTOT_TAU1.3_ISCCP global ISCCPCOSP | % | 52.523 | 52.557 | -0.034 | 22.831 | 18.479 | 15.37 | 0.733 |
| CLDTOT_TAU1.3_9.4_ISCCP global ISCCPCOSP | % | 23.637 | 33.227 | -9.59 | 10.347 | 10.578 | 13.859 | 0.524 |
| CLDTOT_TAU9.4_ISCCP global ISCCPCOSP | % | 28.886 | 19.33 | 9.556 | 16.2 | 11.615 | 17.73 | 0.48 |
| CLDTOT_TAU1.3_MISR global MISRCOSP | % | 52.605 | 54.124 | -1.519 | 22.962 | 20.017 | 16.543 | 0.681 |
| CLDTOT_TAU1.3_9.4_MISR global MISRCOSP | % | 23.674 | 31.177 | -7.503 | 10.466 | 7.557 | 9.336 | 0.645 |
| CLDTOT_TAU9.4_MISR global MISRCOSP | % | 28.931 | 22.947 | 5.984 | 16.348 | 14.503 | 17.871 | 0.521 |
| CLDLOW_TAU1.3_MISR global MISRCOSP | % | 34.615 | 31.691 | 2.924 | 23.345 | 16.416 | 17.76 | 0.739 |
| CLDLOW_TAU1.3_9.4_MISR global MISRCOSP | % | 16.555 | 20.284 | -3.729 | 11.918 | 8.318 | 7.127 | 0.786 |
| CLDLOW_TAU9.4_MISR global MISRCOSP | % | 18.06 | 11.407 | 6.653 | 13.913 | 9.464 | 16.492 | 0.459 |
| CLDTOT_TAU1.3_MODIS global MODISCOSP | % | 51.337 | 49.136 | 2.201 | 22.72 | 21.09 | 16.374 | 0.727 |
| CLDTOT_TAU1.3_9.4_MODIS global MODISCOSP | % | 22.882 | 25.207 | -2.324 | 10.143 | 8.754 | 8.776 | 0.598 |
| CLDTOT_TAU9.4_MODIS global MODISCOSP | % | 28.454 | 23.929 | 4.525 | 16.338 | 15.24 | 15.56 | 0.559 |
| CLDHGH_TAU1.3_MODIS global MODISCOSP | % | 13.63 | 21.107 | -7.478 | 13.488 | 13.869 | 11.133 | 0.812 |
| CLDHGH_TAU1.3_9.4_MODIS global MODISCOSP | % | 5.732 | 10.536 | -4.804 | 5.858 | 7.561 | 6.518 | 0.806 |
| CLDHGH_TAU9.4_MODIS global MODISCOSP | % | 7.898 | 10.572 | -2.673 | 8.284 | 7.595 | 6.273 | 0.744 |
| CLDTOT_CAL global CALIPSOCOSP | % | 67.425 | 67.777 | -0.352 | 19.788 | 16.171 | 12.727 | 0.761 |
| CLDLOW_CAL global CALIPSOCOSP | % | 38.303 | 38.152 | 0.151 | 24.084 | 17.496 | 13.633 | 0.832 |
| CLDMED_CAL global CALIPSOCOSP | % | 13.482 | 18.531 | -5.049 | 9.853 | 11.133 | 8.969 | 0.757 |
| CLDHGH_CAL global CALIPSOCOSP | % | 34.591 | 32.715 | 1.876 | 20.181 | 16.543 | 11.605 | 0.824 |
| TGCLDLWP_OCN global SSMI | g/m^2 | 72.273 | 93.988 | -21.715 | 23.015 | 28.235 | 34.935 | 0.443 |
| AODVIS global MACv2 | dimensionless | 0.092 | 0.112 | -0.019 | 0.109 | 0.087 | 0.061 | 0.846 |
| AODVIS global MERRA2_Aerosols | dimensionless | 0.092 | 0.13 | -0.038 | 0.109 | 0.077 | 0.064 | 0.896 |
| AODDUST global MACv2 | dimensionless | 0.015 | 999.999 | 999.999 | 0.04 | 999.999 | 999.999 | 999.999 |
| TREFHT global ERA5 | DegC | 12.742 | 12.492 | 0.25 | 15.625 | 15.926 | 1.565 | 0.995 |
| TREFHT land ERA5 | DegC | 3.285 | 3.239 | 0.047 | 19.57 | 20.454 | 2.832 | 0.991 |
| TREFHT global MERRA2 | DegC | 12.742 | 12.583 | 0.159 | 15.625 | 16.082 | 1.616 | 0.995 |
| TREFHT land MERRA2 | DegC | 3.285 | 2.675 | 0.611 | 19.57 | 20.657 | 2.89 | 0.991 |
| TREFMNAV global MERRA2 | DegC | 11.051 | 10.707 | 0.344 | 16.356 | 16.815 | 1.823 | 0.995 |
| TREFMXAV global MERRA2 | DegC | 14.552 | 14.654 | -0.101 | 15.178 | 15.697 | 1.829 | 0.994 |
| TREF_range global MERRA2 | K | 3.502 | 3.948 | -0.446 | 3.79 | 4.557 | 1.633 | 0.946 |
| PminusE global GPCP_OAFLux | mm/day | -0.002 | -0.183 | 0.182 | 2.695 | 2.551 | 1.45 | 0.871 |
| PminusE global COREv2_Flux | mm/day | -0.002 | -0.347 | 0.345 | 2.746 | 2.514 | 1.575 | 0.841 |
| TCO global OMI-MLS | DU | 25.616 | 29.386 | -3.771 | 4.754 | 4.685 | 5.933 | 0.529 |