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 | 2.969 | 2.809 | 0.16 | 2.39 | 2.377 | 1.253 | 0.864 |
| PRECT global GPCP_v2.3 | mm/day | 2.969 | 2.685 | 0.285 | 2.352 | 2.214 | 1.233 | 0.864 |
| TREFHT land_60S90N CRU | DegC | 14.067 | 999.999 | 999.999 | 12.024 | 999.999 | 999.999 | 999.999 |
| SST global HadISST | degC | 20.124 | 999.999 | 999.999 | 8.459 | 999.999 | 999.999 | 999.999 |
| SST global HadISST_CL | degC | 20.124 | 19.201 | 0.923 | 8.459 | 9.235 | 0.314 | 0.999 |
| SST global HadISST_PI | degC | 20.124 | 19.578 | 0.546 | 8.459 | 8.499 | 0.674 | 0.999 |
| SST global HadISST_PD | degC | 20.124 | 19.284 | 0.84 | 8.459 | 9.282 | 0.249 | 1.0 |
| SOLIN global ceres_ebaf_toa_v4.1 | W/m2 | 342.174 | 342.235 | -0.062 | 100.085 | 100.833 | 1.818 | 1.0 |
| ALBEDO 75S75N ceres_ebaf_toa_v4.1 | dimensionless | 0.321 | 0.306 | 0.015 | 0.097 | 0.116 | 0.057 | 0.884 |
| ALBEDOC global ceres_ebaf_toa_v4.1 | dimensionless | 0.166 | 0.177 | -0.01 | 0.123 | 0.129 | 0.024 | 0.986 |
| RESTOM global ceres_ebaf_toa_v4.1 | W/m2 | -2.697 | 1.984 | -4.682 | 70.864 | 73.723 | 18.16 | 0.971 |
| FLUT global ceres_ebaf_toa_v4.1 | W/m2 | 239.215 | 240.49 | -1.275 | 30.052 | 31.412 | 8.709 | 0.962 |
| FLUTC global ceres_ebaf_toa_v4.1 | W/m2 | 264.002 | 266.166 | -2.163 | 29.704 | 30.125 | 4.276 | 0.992 |
| FSNTOA global ceres_ebaf_toa_v4.1 | W/m2 | 236.394 | 242.475 | -6.081 | 88.811 | 95.222 | 21.494 | 0.977 |
| FSNTOAC global ceres_ebaf_toa_v4.1 | W/m2 | 292.07 | 288.873 | 3.197 | 104.139 | 104.19 | 6.431 | 0.999 |
| SWCF global ceres_ebaf_toa_v4.1 | W/m2 | -55.675 | -46.398 | -9.277 | 29.783 | 25.823 | 22.699 | 0.731 |
| LWCF global ceres_ebaf_toa_v4.1 | W/m2 | 24.787 | 25.676 | -0.888 | 13.74 | 12.27 | 6.912 | 0.867 |
| NETCF global ceres_ebaf_toa_v4.1 | W/m2 | -30.888 | -20.722 | -10.166 | 26.41 | 21.639 | 20.653 | 0.737 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.1 | dimensionless | 0.137 | 0.139 | -0.001 | 0.161 | 0.182 | 0.042 | 0.977 |
| SWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | -60.754 | -49.53 | -11.225 | 33.352 | 28.413 | 25.824 | 0.727 |
| LWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | 29.095 | 28.371 | 0.724 | 17.73 | 15.867 | 9.362 | 0.851 |
| NETCF_SRF global ceres_ebaf_surface_v4.1 | W/m2 | -31.659 | -21.159 | -10.5 | 30.607 | 26.781 | 20.922 | 0.809 |
| FLDS global ceres_ebaf_surface_v4.1 | W/m2 | 347.904 | 345.859 | 2.046 | 67.263 | 66.988 | 10.921 | 0.987 |
| FLDSC global ceres_ebaf_surface_v4.1 | W/m2 | 318.109 | 317.15 | 0.959 | 76.088 | 78.034 | 7.326 | 0.996 |
| FLNS global ceres_ebaf_surface_v4.1 | W/m2 | 52.109 | 53.203 | -1.094 | 19.969 | 19.32 | 9.658 | 0.881 |
| FLNSC global ceres_ebaf_surface_v4.1 | W/m2 | 81.204 | 81.573 | -0.369 | 15.548 | 18.277 | 7.196 | 0.922 |
| FSDS global ceres_ebaf_surface_v4.1 | W/m2 | 179.675 | 188.303 | -8.628 | 65.91 | 68.946 | 25.091 | 0.94 |
| FSDSC global ceres_ebaf_surface_v4.1 | W/m2 | 246.505 | 243.561 | 2.943 | 74.54 | 73.319 | 7.259 | 0.996 |
| FSNS global ceres_ebaf_surface_v4.1 | W/m2 | 156.958 | 165.119 | -8.161 | 66.28 | 72.182 | 24.187 | 0.949 |
| FSNSC global ceres_ebaf_surface_v4.1 | W/m2 | 217.712 | 214.649 | 3.064 | 82.776 | 81.569 | 7.995 | 0.996 |
| LHFLX global OAFlux | W/m2 | 84.942 | 92.953 | -8.011 | 55.818 | 41.012 | 24.055 | 0.92 |
| SHFLX global OAFlux | W/m2 | 18.383 | 10.917 | 7.466 | 19.007 | 11.644 | 9.759 | 0.641 |
| LHFLX global ERA5 | W/m2 | 84.942 | 81.924 | 3.018 | 55.818 | 50.874 | 15.353 | 0.964 |
| SHFLX global ERA5 | W/m2 | 18.383 | 15.951 | 2.432 | 19.007 | 18.879 | 7.841 | 0.923 |
| PSL global ERA5 | mbar | 1011.524 | 1011.349 | 0.175 | 10.76 | 8.781 | 2.8 | 0.979 |
| FSNS global ERA5 | W/m2 | 156.958 | 165.6 | -8.642 | 66.28 | 71.934 | 22.903 | 0.956 |
| FLNS global ERA5 | W/m2 | 52.109 | 57.727 | -5.618 | 19.969 | 18.769 | 10.519 | 0.896 |
| NET_FLUX_SRF global ERA5 | W/m2 | 0.754 | 9.998 | -9.244 | 52.614 | 48.523 | 30.883 | 0.833 |
| PRECT global ERA5 | mm/day | 2.969 | 2.905 | 0.065 | 2.39 | 2.49 | 1.19 | 0.882 |
| TMQ global ERA5 | kg/m2 | 25.719 | 23.946 | 1.772 | 15.112 | 14.97 | 2.761 | 0.99 |
| QREFHT global ERA5_ext | g/kg | 10.152 | 9.624 | 0.529 | 5.685 | 5.781 | 0.902 | 0.992 |
| U10 global ERA5_ext | m/s | 6.378 | 6.145 | 0.233 | 2.385 | 2.529 | 0.93 | 0.935 |
| U-850mb global ERA5 | m/s | 1.175 | 1.152 | 0.023 | 6.366 | 5.583 | 1.444 | 0.978 |
| U-200mb global ERA5 | m/s | 16.612 | 15.697 | 0.915 | 11.937 | 13.058 | 3.802 | 0.96 |
| Z3-500mb global ERA5 | hectometer | 56.698 | 56.583 | 0.116 | 2.804 | 2.678 | 0.262 | 0.997 |
| OMEGA-200mb global ERA5 | mbar/day | 0.179 | -0.0 | 0.179 | 13.124 | 10.493 | 8.533 | 0.761 |
| OMEGA-500mb global ERA5 | mbar/day | 0.023 | -0.002 | 0.024 | 22.325 | 25.901 | 19.588 | 0.679 |
| OMEGA-850mb global ERA5 | mbar/day | -0.034 | 4.169 | -4.203 | 27.931 | 66.171 | 51.064 | 0.449 |
| T-850mb global ERA5 | K | 281.479 | 281.013 | 0.466 | 10.401 | 11.383 | 0.867 | 0.997 |
| T-200mb global ERA5 | K | 219.467 | 218.029 | 1.439 | 3.83 | 3.312 | 2.707 | 0.803 |
| TAUXY ocean ERA5 | N/m^2 | 0.073 | 0.069 | 0.003 | 0.058 | 0.053 | 0.025 | 0.904 |
| LHFLX global MERRA2 | W/m2 | 84.942 | 82.554 | 2.388 | 55.818 | 53.276 | 15.321 | 0.963 |
| SHFLX global MERRA2 | W/m2 | 18.383 | 18.309 | 0.074 | 19.007 | 23.25 | 9.651 | 0.915 |
| PSL global MERRA2 | mbar | 1011.524 | 1010.859 | 0.665 | 10.76 | 9.073 | 2.812 | 0.976 |
| FSNS global MERRA2 | W/m2 | 156.958 | 164.823 | -7.865 | 66.28 | 71.921 | 25.176 | 0.943 |
| FLNS global MERRA2 | W/m2 | 52.109 | 62.472 | -10.363 | 19.969 | 18.793 | 13.757 | 0.893 |
| NET_FLUX_SRF global MERRA2 | W/m2 | 0.754 | 1.488 | -0.733 | 52.614 | 43.103 | 32.347 | 0.789 |
| PRECT global MERRA2 | mm/day | 2.969 | 2.917 | 0.052 | 2.39 | 2.909 | 1.742 | 0.801 |
| TMQ global MERRA2 | kg/m2 | 25.719 | 24.618 | 1.1 | 15.112 | 15.463 | 2.361 | 0.991 |
| U-850mb global MERRA2 | m/s | 1.175 | 1.055 | 0.12 | 6.366 | 5.894 | 1.362 | 0.979 |
| U-200mb global MERRA2 | m/s | 16.612 | 16.109 | 0.503 | 11.937 | 12.851 | 3.462 | 0.964 |
| Z3-500mb global MERRA2 | hectometer | 56.698 | 56.575 | 0.124 | 2.804 | 2.685 | 0.259 | 0.997 |
| OMEGA-200mb global MERRA2 | mbar/day | 0.179 | -0.098 | 0.277 | 13.124 | 10.654 | 8.029 | 0.792 |
| OMEGA-500mb global MERRA2 | mbar/day | 0.023 | 0.053 | -0.03 | 22.325 | 25.103 | 17.997 | 0.718 |
| OMEGA-850mb global MERRA2 | mbar/day | -0.034 | 0.169 | -0.203 | 27.931 | 41.152 | 27.773 | 0.674 |
| T-850mb global MERRA2 | K | 281.479 | 281.315 | 0.164 | 10.401 | 10.453 | 0.969 | 0.996 |
| T-200mb global MERRA2 | K | 219.467 | 218.047 | 1.42 | 3.83 | 3.478 | 2.76 | 0.794 |
| TAUXY ocean MERRA2 | N/m^2 | 0.073 | 0.078 | -0.005 | 0.058 | 0.057 | 0.02 | 0.941 |
| CLDTOT_TAU1.3_ISCCP global ISCCPCOSP | % | 53.061 | 51.985 | 1.076 | 21.997 | 17.747 | 15.21 | 0.728 |
| CLDTOT_TAU1.3_9.4_ISCCP global ISCCPCOSP | % | 23.825 | 33.052 | -9.227 | 10.048 | 10.8 | 13.859 | 0.51 |
| CLDTOT_TAU9.4_ISCCP global ISCCPCOSP | % | 29.236 | 18.933 | 10.304 | 14.665 | 10.879 | 17.609 | 0.405 |
| CLDTOT_TAU1.3_MISR global MISRCOSP | % | 53.06 | 53.699 | -0.639 | 22.172 | 19.475 | 16.082 | 0.682 |
| CLDTOT_TAU1.3_9.4_MISR global MISRCOSP | % | 23.824 | 31.999 | -8.175 | 10.156 | 8.969 | 9.218 | 0.714 |
| CLDTOT_TAU9.4_MISR global MISRCOSP | % | 29.236 | 21.7 | 7.535 | 14.83 | 12.412 | 17.53 | 0.488 |
| CLDLOW_TAU1.3_MISR global MISRCOSP | % | 34.939 | 32.459 | 2.48 | 23.824 | 18.179 | 17.283 | 0.752 |
| CLDLOW_TAU1.3_9.4_MISR global MISRCOSP | % | 16.494 | 21.391 | -4.897 | 11.773 | 10.012 | 6.57 | 0.83 |
| CLDLOW_TAU9.4_MISR global MISRCOSP | % | 18.445 | 11.068 | 7.376 | 13.824 | 9.369 | 16.729 | 0.463 |
| CLDTOT_TAU1.3_MODIS global MODISCOSP | % | 51.734 | 48.833 | 2.901 | 21.913 | 20.924 | 15.969 | 0.732 |
| CLDTOT_TAU1.3_9.4_MODIS global MODISCOSP | % | 22.962 | 24.965 | -2.003 | 9.86 | 9.399 | 7.99 | 0.678 |
| CLDTOT_TAU9.4_MODIS global MODISCOSP | % | 28.772 | 23.867 | 4.904 | 14.842 | 13.976 | 14.747 | 0.536 |
| CLDHGH_TAU1.3_MODIS global MODISCOSP | % | 14.152 | 21.016 | -6.864 | 10.586 | 12.427 | 10.063 | 0.807 |
| CLDHGH_TAU1.3_9.4_MODIS global MODISCOSP | % | 6.096 | 10.319 | -4.223 | 4.9 | 6.616 | 5.874 | 0.788 |
| CLDHGH_TAU9.4_MODIS global MODISCOSP | % | 8.056 | 10.697 | -2.641 | 6.366 | 6.894 | 5.474 | 0.741 |
| CLDTOT_CAL global CALIPSOCOSP | % | 67.378 | 67.163 | 0.215 | 18.813 | 16.867 | 11.97 | 0.78 |
| CLDLOW_CAL global CALIPSOCOSP | % | 38.04 | 38.637 | -0.597 | 24.396 | 19.87 | 12.811 | 0.853 |
| CLDMED_CAL global CALIPSOCOSP | % | 12.535 | 17.779 | -5.243 | 8.543 | 10.412 | 7.901 | 0.828 |
| CLDHGH_CAL global CALIPSOCOSP | % | 35.464 | 31.113 | 4.351 | 17.027 | 15.014 | 10.123 | 0.847 |
| TGCLDLWP_OCN global SSMI | g/m^2 | 70.15 | 999.999 | 999.999 | 21.7 | 999.999 | 999.999 | 999.999 |
| AODVIS global MACv2 | dimensionless | 0.107 | 0.121 | -0.014 | 0.087 | 0.083 | 0.051 | 0.835 |
| AODVIS global MERRA2_Aerosols | dimensionless | 0.107 | 0.14 | -0.033 | 0.087 | 0.069 | 0.055 | 0.865 |
| AODDUST global MACv2 | dimensionless | 0.02 | 999.999 | 999.999 | 0.048 | 999.999 | 999.999 | 999.999 |
| TREFHT global ERA5 | DegC | 14.698 | 14.289 | 0.409 | 14.064 | 14.186 | 1.387 | 0.996 |
| TREFHT land ERA5 | DegC | 9.301 | 9.272 | 0.029 | 19.078 | 19.099 | 2.287 | 0.993 |
| TREFHT global MERRA2 | DegC | 14.698 | 14.386 | 0.312 | 14.064 | 14.551 | 1.275 | 0.997 |
| TREFHT land MERRA2 | DegC | 9.301 | 8.714 | 0.587 | 19.078 | 19.876 | 2.109 | 0.995 |
| TREFMNAV global MERRA2 | DegC | 12.947 | 12.454 | 0.493 | 14.463 | 15.04 | 1.573 | 0.996 |
| TREFMXAV global MERRA2 | DegC | 16.568 | 16.52 | 0.048 | 14.002 | 14.498 | 1.414 | 0.996 |
| TREF_range global MERRA2 | K | 3.621 | 4.066 | -0.445 | 3.821 | 4.674 | 1.566 | 0.957 |
| PminusE global GPCP_OAFLux | mm/day | 0.034 | -0.1 | 0.134 | 2.318 | 2.41 | 1.251 | 0.877 |
| PminusE global COREv2_Flux | mm/day | 0.034 | -0.282 | 0.315 | 2.368 | 2.356 | 1.375 | 0.85 |
| TCO global OMI-MLS | DU | 28.579 | 32.2 | -3.621 | 4.366 | 5.449 | 5.291 | 0.711 |