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 | 3.014 | 2.812 | 0.203 | 2.124 | 2.065 | 1.134 | 0.859 |
| PRECT global GPCP_v2.3 | mm/day | 3.014 | 2.69 | 0.324 | 2.097 | 1.934 | 1.109 | 0.865 |
| TREFHT land_60S90N CRU | DegC | 13.343 | 12.929 | 0.415 | 12.132 | 13.088 | 1.943 | 0.992 |
| SST global HadISST | degC | 20.273 | 999.999 | 999.999 | 8.309 | 999.999 | 999.999 | 999.999 |
| SST global HadISST_CL | degC | 20.273 | 18.698 | 1.575 | 8.309 | 9.536 | 0.285 | 0.999 |
| SST global HadISST_PI | degC | 20.273 | 18.978 | 1.295 | 8.309 | 8.933 | 0.627 | 0.999 |
| SST global HadISST_PD | degC | 20.273 | 18.807 | 1.466 | 8.309 | 9.543 | 0.215 | 1.0 |
| SOLIN global ceres_ebaf_toa_v4.1 | W/m2 | 340.263 | 340.267 | -0.004 | 72.708 | 72.726 | 0.445 | 1.0 |
| ALBEDO 75S75N ceres_ebaf_toa_v4.1 | dimensionless | 0.319 | 0.303 | 0.016 | 0.086 | 0.106 | 0.053 | 0.881 |
| ALBEDOC global ceres_ebaf_toa_v4.1 | dimensionless | 0.162 | 0.176 | -0.014 | 0.111 | 0.121 | 0.028 | 0.982 |
| RESTOM global ceres_ebaf_toa_v4.1 | W/m2 | -3.824 | 0.927 | -4.751 | 52.249 | 56.014 | 16.3 | 0.961 |
| FLUT global ceres_ebaf_toa_v4.1 | W/m2 | 238.631 | 240.313 | -1.682 | 28.42 | 29.746 | 7.804 | 0.967 |
| FLUTC global ceres_ebaf_toa_v4.1 | W/m2 | 263.769 | 266.126 | -2.356 | 29.297 | 29.773 | 3.91 | 0.995 |
| FSNTOA global ceres_ebaf_toa_v4.1 | W/m2 | 234.692 | 241.24 | -6.548 | 73.043 | 80.108 | 19.408 | 0.976 |
| FSNTOAC global ceres_ebaf_toa_v4.1 | W/m2 | 290.641 | 286.549 | 4.092 | 81.752 | 82.664 | 7.249 | 0.997 |
| SWCF global ceres_ebaf_toa_v4.1 | W/m2 | -55.949 | -45.309 | -10.64 | 23.525 | 20.241 | 21.069 | 0.664 |
| LWCF global ceres_ebaf_toa_v4.1 | W/m2 | 25.139 | 25.813 | -0.674 | 12.508 | 11.0 | 6.025 | 0.878 |
| NETCF global ceres_ebaf_toa_v4.1 | W/m2 | -30.811 | -19.497 | -11.314 | 19.804 | 15.098 | 19.367 | 0.624 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.1 | dimensionless | 0.138 | 0.143 | -0.005 | 0.155 | 0.173 | 0.039 | 0.978 |
| SWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | -60.854 | -48.201 | -12.654 | 25.774 | 21.71 | 23.896 | 0.648 |
| LWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | 28.803 | 27.457 | 1.346 | 16.59 | 14.402 | 8.59 | 0.859 |
| NETCF_SRF global ceres_ebaf_surface_v4.1 | W/m2 | -32.051 | -20.743 | -11.308 | 23.658 | 20.786 | 19.513 | 0.751 |
| FLDS global ceres_ebaf_surface_v4.1 | W/m2 | 347.98 | 345.466 | 2.514 | 65.713 | 66.27 | 9.628 | 0.99 |
| FLDSC global ceres_ebaf_surface_v4.1 | W/m2 | 317.938 | 317.799 | 0.139 | 74.655 | 76.288 | 6.457 | 0.997 |
| FLNS global ceres_ebaf_surface_v4.1 | W/m2 | 51.741 | 53.458 | -1.717 | 18.39 | 17.711 | 8.823 | 0.886 |
| FLNSC global ceres_ebaf_surface_v4.1 | W/m2 | 80.544 | 80.915 | -0.371 | 14.207 | 17.192 | 6.727 | 0.926 |
| FSDS global ceres_ebaf_surface_v4.1 | W/m2 | 177.406 | 186.873 | -9.466 | 53.341 | 55.401 | 22.885 | 0.927 |
| FSDSC global ceres_ebaf_surface_v4.1 | W/m2 | 244.511 | 240.978 | 3.533 | 51.248 | 48.271 | 6.312 | 0.996 |
| FSNS global ceres_ebaf_surface_v4.1 | W/m2 | 155.191 | 163.717 | -8.526 | 55.5 | 61.844 | 21.696 | 0.948 |
| FSNSC global ceres_ebaf_surface_v4.1 | W/m2 | 216.045 | 211.918 | 4.128 | 64.209 | 63.841 | 8.337 | 0.994 |
| LHFLX global OAFlux | W/m2 | 87.216 | 93.697 | -6.481 | 54.619 | 37.492 | 23.42 | 0.95 |
| SHFLX global OAFlux | W/m2 | 19.168 | 10.428 | 8.74 | 16.837 | 8.383 | 7.73 | 0.75 |
| LHFLX global ERA5 | W/m2 | 87.216 | 83.108 | 4.108 | 54.619 | 49.787 | 13.691 | 0.973 |
| SHFLX global ERA5 | W/m2 | 19.168 | 16.662 | 2.506 | 16.837 | 16.921 | 7.429 | 0.914 |
| PSL global ERA5 | mbar | 1011.557 | 1011.389 | 0.168 | 9.938 | 8.061 | 2.675 | 0.978 |
| FSNS global ERA5 | W/m2 | 155.191 | 163.655 | -8.464 | 55.5 | 60.047 | 20.108 | 0.953 |
| FLNS global ERA5 | W/m2 | 51.741 | 57.718 | -5.977 | 18.39 | 17.896 | 9.714 | 0.911 |
| NET_FLUX_SRF global ERA5 | W/m2 | -3.781 | 6.167 | -9.947 | 37.548 | 29.984 | 27.286 | 0.739 |
| PRECT global ERA5 | mm/day | 3.014 | 2.915 | 0.099 | 2.124 | 2.177 | 1.06 | 0.88 |
| TMQ global ERA5 | kg/m2 | 25.834 | 24.249 | 1.585 | 14.195 | 14.401 | 2.418 | 0.992 |
| QREFHT global ERA5_ext | g/kg | 10.198 | 9.578 | 0.62 | 5.486 | 5.724 | 0.97 | 0.992 |
| U10 global ERA5_ext | m/s | 6.358 | 6.158 | 0.199 | 2.333 | 2.447 | 0.895 | 0.935 |
| U-850mb global ERA5 | m/s | 1.232 | 1.081 | 0.151 | 6.131 | 5.412 | 1.283 | 0.982 |
| U-200mb global ERA5 | m/s | 15.942 | 15.655 | 0.287 | 11.315 | 12.242 | 3.041 | 0.97 |
| Z3-500mb global ERA5 | hectometer | 56.685 | 56.608 | 0.078 | 2.68 | 2.566 | 0.231 | 0.998 |
| OMEGA-200mb global ERA5 | mbar/day | 0.181 | -0.0 | 0.181 | 12.106 | 9.186 | 7.736 | 0.769 |
| OMEGA-500mb global ERA5 | mbar/day | 0.02 | -0.002 | 0.022 | 20.109 | 23.302 | 17.285 | 0.692 |
| OMEGA-850mb global ERA5 | mbar/day | -0.067 | 4.103 | -4.17 | 24.425 | 61.793 | 47.035 | 0.436 |
| T-850mb global ERA5 | K | 281.462 | 281.14 | 0.322 | 9.986 | 11.038 | 0.767 | 0.998 |
| T-200mb global ERA5 | K | 219.65 | 218.551 | 1.099 | 2.872 | 2.017 | 2.49 | 0.632 |
| TAUXY ocean ERA5 | N/m^2 | 0.069 | 0.067 | 0.002 | 0.056 | 0.05 | 0.023 | 0.914 |
| LHFLX global MERRA2 | W/m2 | 87.216 | 84.374 | 2.842 | 54.619 | 52.092 | 13.585 | 0.97 |
| SHFLX global MERRA2 | W/m2 | 19.168 | 18.961 | 0.207 | 16.837 | 20.663 | 9.314 | 0.896 |
| PSL global MERRA2 | mbar | 1011.557 | 1010.9 | 0.656 | 9.938 | 8.313 | 2.645 | 0.976 |
| FSNS global MERRA2 | W/m2 | 155.191 | 164.068 | -8.877 | 55.5 | 61.911 | 22.214 | 0.946 |
| FLNS global MERRA2 | W/m2 | 51.741 | 62.112 | -10.371 | 18.39 | 17.836 | 13.025 | 0.906 |
| NET_FLUX_SRF global MERRA2 | W/m2 | -3.781 | -1.379 | -2.402 | 37.548 | 27.253 | 27.572 | 0.683 |
| PRECT global MERRA2 | mm/day | 3.014 | 2.953 | 0.061 | 2.124 | 2.56 | 1.553 | 0.796 |
| TMQ global MERRA2 | kg/m2 | 25.834 | 24.944 | 0.89 | 14.195 | 14.816 | 2.05 | 0.993 |
| U-850mb global MERRA2 | m/s | 1.232 | 0.96 | 0.272 | 6.131 | 5.707 | 1.238 | 0.982 |
| U-200mb global MERRA2 | m/s | 15.942 | 16.088 | -0.146 | 11.315 | 11.968 | 2.8 | 0.973 |
| Z3-500mb global MERRA2 | hectometer | 56.685 | 56.597 | 0.088 | 2.68 | 2.569 | 0.23 | 0.998 |
| OMEGA-200mb global MERRA2 | mbar/day | 0.181 | -0.1 | 0.28 | 12.106 | 9.306 | 7.21 | 0.804 |
| OMEGA-500mb global MERRA2 | mbar/day | 0.02 | 0.05 | -0.03 | 20.109 | 22.137 | 15.612 | 0.731 |
| OMEGA-850mb global MERRA2 | mbar/day | -0.067 | 0.212 | -0.279 | 24.425 | 36.655 | 25.709 | 0.643 |
| T-850mb global MERRA2 | K | 281.462 | 281.382 | 0.079 | 9.986 | 10.109 | 0.805 | 0.997 |
| T-200mb global MERRA2 | K | 219.65 | 218.64 | 1.01 | 2.872 | 2.072 | 2.492 | 0.618 |
| TAUXY ocean MERRA2 | N/m^2 | 0.069 | 0.075 | -0.006 | 0.056 | 0.053 | 0.018 | 0.95 |
| CLDTOT_TAU1.3_ISCCP global ISCCPCOSP | % | 52.773 | 51.964 | 0.81 | 20.089 | 16.389 | 13.311 | 0.753 |
| CLDTOT_TAU1.3_9.4_ISCCP global ISCCPCOSP | % | 23.458 | 33.221 | -9.763 | 8.659 | 9.694 | 12.884 | 0.585 |
| CLDTOT_TAU9.4_ISCCP global ISCCPCOSP | % | 29.315 | 18.743 | 10.572 | 13.636 | 10.097 | 16.608 | 0.45 |
| CLDTOT_TAU1.3_MISR global MISRCOSP | % | 52.768 | 54.162 | -1.395 | 20.235 | 18.838 | 14.885 | 0.697 |
| CLDTOT_TAU1.3_9.4_MISR global MISRCOSP | % | 23.456 | 31.925 | -8.47 | 8.742 | 7.848 | 8.618 | 0.722 |
| CLDTOT_TAU9.4_MISR global MISRCOSP | % | 29.312 | 22.237 | 7.075 | 13.758 | 12.378 | 16.78 | 0.48 |
| CLDLOW_TAU1.3_MISR global MISRCOSP | % | 34.16 | 32.126 | 2.034 | 21.828 | 15.893 | 15.818 | 0.76 |
| CLDLOW_TAU1.3_9.4_MISR global MISRCOSP | % | 15.982 | 20.985 | -5.004 | 10.544 | 8.441 | 5.805 | 0.834 |
| CLDLOW_TAU9.4_MISR global MISRCOSP | % | 18.178 | 11.141 | 7.037 | 12.721 | 8.388 | 15.642 | 0.445 |
| CLDTOT_TAU1.3_MODIS global MODISCOSP | % | 51.449 | 48.129 | 3.321 | 20.006 | 19.63 | 14.524 | 0.746 |
| CLDTOT_TAU1.3_9.4_MODIS global MODISCOSP | % | 22.631 | 24.606 | -1.975 | 8.477 | 8.203 | 6.79 | 0.697 |
| CLDTOT_TAU9.4_MODIS global MODISCOSP | % | 28.818 | 23.523 | 5.296 | 13.762 | 13.484 | 14.017 | 0.546 |
| CLDHGH_TAU1.3_MODIS global MODISCOSP | % | 14.459 | 20.958 | -6.499 | 9.467 | 11.038 | 8.92 | 0.833 |
| CLDHGH_TAU1.3_9.4_MODIS global MODISCOSP | % | 6.212 | 10.366 | -4.155 | 4.397 | 5.961 | 5.463 | 0.807 |
| CLDHGH_TAU9.4_MODIS global MODISCOSP | % | 8.247 | 10.591 | -2.344 | 5.761 | 6.192 | 4.705 | 0.769 |
| CLDTOT_CAL global CALIPSOCOSP | % | 67.485 | 67.251 | 0.234 | 16.922 | 14.647 | 10.377 | 0.793 |
| CLDLOW_CAL global CALIPSOCOSP | % | 37.625 | 37.948 | -0.323 | 22.491 | 17.515 | 11.289 | 0.872 |
| CLDMED_CAL global CALIPSOCOSP | % | 12.775 | 18.088 | -5.313 | 8.087 | 9.678 | 7.458 | 0.847 |
| CLDHGH_CAL global CALIPSOCOSP | % | 35.783 | 32.041 | 3.741 | 15.955 | 13.127 | 8.647 | 0.877 |
| TGCLDLWP_OCN global SSMI | g/m^2 | 71.425 | 95.636 | -24.21 | 17.748 | 24.473 | 34.289 | 0.39 |
| AODVIS global MACv2 | dimensionless | 0.108 | 0.122 | -0.014 | 0.098 | 0.092 | 0.046 | 0.898 |
| AODVIS global MERRA2_Aerosols | dimensionless | 0.108 | 0.142 | -0.034 | 0.098 | 0.078 | 0.055 | 0.901 |
| AODDUST global MACv2 | dimensionless | 0.024 | 999.999 | 999.999 | 0.056 | 999.999 | 999.999 | 999.999 |
| TREFHT global ERA5 | DegC | 14.545 | 14.268 | 0.277 | 14.027 | 14.095 | 1.186 | 0.997 |
| TREFHT land ERA5 | DegC | 8.763 | 8.93 | -0.167 | 18.678 | 18.81 | 2.096 | 0.994 |
| TREFHT global MERRA2 | DegC | 14.545 | 14.339 | 0.206 | 14.027 | 14.441 | 1.088 | 0.998 |
| TREFHT land MERRA2 | DegC | 8.763 | 8.383 | 0.38 | 18.678 | 19.466 | 1.899 | 0.996 |
| TREFMNAV global MERRA2 | DegC | 12.757 | 12.372 | 0.384 | 14.486 | 14.992 | 1.367 | 0.997 |
| TREFMXAV global MERRA2 | DegC | 16.421 | 16.472 | -0.051 | 13.912 | 14.331 | 1.313 | 0.996 |
| TREF_range global MERRA2 | K | 3.665 | 4.101 | -0.436 | 3.826 | 4.649 | 1.486 | 0.962 |
| PminusE global GPCP_OAFLux | mm/day | 0.0 | -0.132 | 0.132 | 2.09 | 2.166 | 1.051 | 0.895 |
| PminusE global COREv2_Flux | mm/day | 0.0 | -0.291 | 0.291 | 2.126 | 2.099 | 1.188 | 0.861 |
| TCO global OMI-MLS | DU | 27.405 | 31.26 | -3.855 | 4.787 | 4.913 | 5.166 | 0.749 |