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 | 3.131 | 2.857 | 0.274 | 3.058 | 2.713 | 1.774 | 0.822 |
| PRECT global GPCP_v2.3 | mm/day | 3.131 | 2.715 | 0.416 | 3.001 | 2.517 | 1.74 | 0.826 |
| TREFHT land_60S90N CRU | DegC | 20.522 | 19.582 | 0.94 | 8.149 | 8.238 | 2.395 | 0.963 |
| SST global HadISST | degC | 20.172 | 999.999 | 999.999 | 8.451 | 999.999 | 999.999 | 999.999 |
| SST global HadISST_CL | degC | 20.172 | 19.311 | 0.86 | 8.451 | 9.165 | 0.329 | 0.999 |
| SST global HadISST_PI | degC | 20.172 | 19.765 | 0.406 | 8.451 | 8.395 | 0.683 | 0.999 |
| SST global HadISST_PD | degC | 20.172 | 19.482 | 0.69 | 8.451 | 9.13 | 0.292 | 0.999 |
| SOLIN global ceres_ebaf_toa_v4.1 | W/m2 | 330.38 | 330.394 | -0.014 | 139.599 | 139.049 | 1.0 | 1.0 |
| ALBEDO 75S75N ceres_ebaf_toa_v4.1 | dimensionless | 0.332 | 0.312 | 0.02 | 0.108 | 0.13 | 0.068 | 0.863 |
| ALBEDOC global ceres_ebaf_toa_v4.1 | dimensionless | 0.171 | 2.245 | -2.074 | 0.117 | 378.065 | 189.039 | 0.011 |
| RESTOM global ceres_ebaf_toa_v4.1 | W/m2 | -13.977 | -7.507 | -6.47 | 86.208 | 86.711 | 20.233 | 0.975 |
| FLUT global ceres_ebaf_toa_v4.1 | W/m2 | 242.779 | 243.917 | -1.138 | 35.943 | 35.456 | 9.469 | 0.965 |
| FLUTC global ceres_ebaf_toa_v4.1 | W/m2 | 267.429 | 269.581 | -2.153 | 32.019 | 31.848 | 4.352 | 0.993 |
| FSNTOA global ceres_ebaf_toa_v4.1 | W/m2 | 228.702 | 236.41 | -7.708 | 105.582 | 107.852 | 23.857 | 0.978 |
| FSNTOAC global ceres_ebaf_toa_v4.1 | W/m2 | 283.668 | 279.641 | 4.027 | 124.225 | 122.062 | 9.926 | 0.997 |
| SWCF global ceres_ebaf_toa_v4.1 | W/m2 | -54.966 | -43.231 | -11.735 | 35.286 | 29.958 | 26.212 | 0.754 |
| LWCF global ceres_ebaf_toa_v4.1 | W/m2 | 24.65 | 25.664 | -1.015 | 15.99 | 14.323 | 7.596 | 0.882 |
| NETCF global ceres_ebaf_toa_v4.1 | W/m2 | -30.316 | -17.566 | -12.75 | 32.568 | 26.942 | 23.971 | 0.783 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.1 | dimensionless | 0.136 | 0.138 | -0.002 | 0.158 | 0.179 | 0.039 | 0.982 |
| SWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | -59.599 | -45.466 | -14.133 | 39.315 | 32.04 | 29.897 | 0.746 |
| LWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | 28.278 | 26.366 | 1.911 | 18.328 | 15.007 | 11.612 | 0.782 |
| NETCF_SRF global ceres_ebaf_surface_v4.1 | W/m2 | -31.322 | -19.1 | -12.222 | 39.531 | 34.785 | 23.963 | 0.854 |
| FLDS global ceres_ebaf_surface_v4.1 | W/m2 | 357.496 | 354.672 | 2.824 | 65.499 | 64.893 | 12.041 | 0.984 |
| FLDSC global ceres_ebaf_surface_v4.1 | W/m2 | 328.739 | 327.784 | 0.955 | 73.746 | 75.108 | 7.846 | 0.995 |
| FLNS global ceres_ebaf_surface_v4.1 | W/m2 | 51.399 | 52.976 | -1.577 | 24.52 | 21.759 | 12.269 | 0.868 |
| FLNSC global ceres_ebaf_surface_v4.1 | W/m2 | 79.677 | 79.342 | 0.335 | 19.75 | 21.262 | 8.044 | 0.926 |
| FSDS global ceres_ebaf_surface_v4.1 | W/m2 | 167.672 | 178.531 | -10.859 | 84.825 | 85.248 | 30.629 | 0.943 |
| FSDSC global ceres_ebaf_surface_v4.1 | W/m2 | 233.476 | 229.758 | 3.718 | 101.13 | 97.669 | 7.563 | 0.998 |
| FSNS global ceres_ebaf_surface_v4.1 | W/m2 | 148.782 | 158.674 | -9.892 | 74.172 | 76.909 | 27.166 | 0.945 |
| FSNSC global ceres_ebaf_surface_v4.1 | W/m2 | 208.381 | 204.14 | 4.241 | 93.211 | 90.534 | 11.132 | 0.994 |
| LHFLX global OAFlux | W/m2 | 90.992 | 89.015 | 1.977 | 61.559 | 44.76 | 32.09 | 0.927 |
| SHFLX global OAFlux | W/m2 | 21.227 | 8.916 | 12.311 | 22.684 | 9.392 | 11.31 | 0.609 |
| LHFLX global ERA5 | W/m2 | 90.992 | 85.925 | 5.067 | 61.559 | 52.963 | 20.375 | 0.952 |
| SHFLX global ERA5 | W/m2 | 21.227 | 17.624 | 3.603 | 22.684 | 20.058 | 10.857 | 0.892 |
| PSL global ERA5 | mbar | 1011.409 | 1011.255 | 0.154 | 10.471 | 8.468 | 3.284 | 0.962 |
| FSNS global ERA5 | W/m2 | 148.782 | 156.918 | -8.136 | 74.172 | 76.374 | 25.406 | 0.949 |
| FLNS global ERA5 | W/m2 | 51.399 | 57.476 | -6.076 | 24.52 | 22.01 | 12.012 | 0.906 |
| NET_FLUX_SRF global ERA5 | W/m2 | -15.566 | -4.107 | -11.459 | 83.499 | 74.269 | 35.433 | 0.916 |
| PRECT global ERA5 | mm/day | 3.131 | 2.99 | 0.141 | 3.058 | 2.802 | 1.672 | 0.842 |
| TMQ global ERA5 | kg/m2 | 27.583 | 25.774 | 1.809 | 15.255 | 15.054 | 3.062 | 0.987 |
| QREFHT global ERA5_ext | g/kg | 10.764 | 10.361 | 0.403 | 5.563 | 5.59 | 0.94 | 0.988 |
| U10 global ERA5_ext | m/s | 6.564 | 6.238 | 0.326 | 2.675 | 2.657 | 1.109 | 0.921 |
| U-850mb global ERA5 | m/s | 1.481 | 1.146 | 0.335 | 7.161 | 5.842 | 2.312 | 0.956 |
| U-200mb global ERA5 | m/s | 13.254 | 12.915 | 0.338 | 16.522 | 15.984 | 4.499 | 0.962 |
| Z3-500mb global ERA5 | hectometer | 56.999 | 56.885 | 0.114 | 2.796 | 2.605 | 0.329 | 0.996 |
| OMEGA-200mb global ERA5 | mbar/day | 0.174 | -0.0 | 0.174 | 18.796 | 12.992 | 12.429 | 0.753 |
| OMEGA-500mb global ERA5 | mbar/day | 0.037 | -0.002 | 0.039 | 29.406 | 30.677 | 23.322 | 0.699 |
| OMEGA-850mb global ERA5 | mbar/day | -0.026 | 3.696 | -3.723 | 33.879 | 71.871 | 55.323 | 0.447 |
| T-850mb global ERA5 | K | 283.216 | 282.651 | 0.565 | 10.286 | 11.408 | 1.191 | 0.994 |
| T-200mb global ERA5 | K | 219.666 | 218.476 | 1.19 | 4.783 | 5.005 | 2.292 | 0.921 |
| TAUXY ocean ERA5 | N/m^2 | 0.087 | 0.075 | 0.011 | 0.07 | 0.058 | 0.039 | 0.847 |
| LHFLX global MERRA2 | W/m2 | 90.992 | 87.697 | 3.295 | 61.559 | 55.764 | 20.645 | 0.944 |
| SHFLX global MERRA2 | W/m2 | 21.227 | 20.502 | 0.725 | 22.684 | 25.724 | 11.458 | 0.896 |
| PSL global MERRA2 | mbar | 1011.409 | 1010.716 | 0.693 | 10.471 | 8.913 | 3.347 | 0.956 |
| FSNS global MERRA2 | W/m2 | 148.782 | 159.986 | -11.205 | 74.172 | 79.864 | 28.446 | 0.945 |
| FLNS global MERRA2 | W/m2 | 51.399 | 62.11 | -10.711 | 24.52 | 21.98 | 15.01 | 0.903 |
| NET_FLUX_SRF global MERRA2 | W/m2 | -15.566 | -10.324 | -5.242 | 83.499 | 75.196 | 34.546 | 0.913 |
| PRECT global MERRA2 | mm/day | 3.131 | 3.066 | 0.064 | 3.058 | 3.187 | 2.056 | 0.784 |
| TMQ global MERRA2 | kg/m2 | 27.583 | 26.551 | 1.032 | 15.255 | 15.517 | 2.556 | 0.989 |
| U-850mb global MERRA2 | m/s | 1.481 | 1.032 | 0.449 | 7.161 | 6.164 | 2.238 | 0.958 |
| U-200mb global MERRA2 | m/s | 13.254 | 13.413 | -0.159 | 16.522 | 15.666 | 4.366 | 0.965 |
| Z3-500mb global MERRA2 | hectometer | 56.999 | 56.876 | 0.123 | 2.796 | 2.613 | 0.326 | 0.996 |
| OMEGA-200mb global MERRA2 | mbar/day | 0.174 | -0.099 | 0.273 | 18.796 | 14.305 | 11.624 | 0.786 |
| OMEGA-500mb global MERRA2 | mbar/day | 0.037 | 0.038 | -0.001 | 29.406 | 29.232 | 20.313 | 0.76 |
| OMEGA-850mb global MERRA2 | mbar/day | -0.026 | 0.19 | -0.216 | 33.879 | 39.931 | 30.22 | 0.644 |
| T-850mb global MERRA2 | K | 283.216 | 282.854 | 0.362 | 10.286 | 10.088 | 1.228 | 0.993 |
| T-200mb global MERRA2 | K | 219.666 | 218.559 | 1.107 | 4.783 | 5.042 | 2.241 | 0.923 |
| TAUXY ocean MERRA2 | N/m^2 | 0.087 | 0.085 | 0.002 | 0.07 | 0.063 | 0.031 | 0.897 |
| CLDTOT_TAU1.3_ISCCP global ISCCPCOSP | % | 53.615 | 51.872 | 1.744 | 23.961 | 18.456 | 17.591 | 0.679 |
| CLDTOT_TAU1.3_9.4_ISCCP global ISCCPCOSP | % | 22.376 | 34.017 | -11.641 | 9.526 | 10.517 | 14.441 | 0.617 |
| CLDTOT_TAU9.4_ISCCP global ISCCPCOSP | % | 31.239 | 17.855 | 13.384 | 17.466 | 11.442 | 20.302 | 0.547 |
| CLDTOT_TAU1.3_MISR global MISRCOSP | % | 53.692 | 52.644 | 1.047 | 24.087 | 19.304 | 18.648 | 0.622 |
| CLDTOT_TAU1.3_9.4_MISR global MISRCOSP | % | 22.408 | 32.041 | -9.633 | 9.63 | 9.054 | 10.241 | 0.643 |
| CLDTOT_TAU9.4_MISR global MISRCOSP | % | 31.284 | 20.603 | 10.681 | 17.616 | 12.541 | 21.216 | 0.437 |
| CLDLOW_TAU1.3_MISR global MISRCOSP | % | 34.169 | 31.339 | 2.83 | 24.97 | 17.261 | 19.688 | 0.695 |
| CLDLOW_TAU1.3_9.4_MISR global MISRCOSP | % | 15.047 | 21.148 | -6.101 | 10.973 | 9.683 | 7.392 | 0.763 |
| CLDLOW_TAU9.4_MISR global MISRCOSP | % | 19.122 | 10.192 | 8.931 | 16.048 | 9.104 | 19.509 | 0.422 |
| CLDTOT_TAU1.3_MODIS global MODISCOSP | % | 52.333 | 47.805 | 4.528 | 23.883 | 22.772 | 18.969 | 0.689 |
| CLDTOT_TAU1.3_9.4_MODIS global MODISCOSP | % | 21.582 | 24.402 | -2.82 | 9.4 | 10.253 | 7.983 | 0.707 |
| CLDTOT_TAU9.4_MODIS global MODISCOSP | % | 30.751 | 23.403 | 7.347 | 17.638 | 14.738 | 17.961 | 0.504 |
| CLDHGH_TAU1.3_MODIS global MODISCOSP | % | 14.647 | 21.263 | -6.616 | 13.318 | 14.948 | 10.245 | 0.848 |
| CLDHGH_TAU1.3_9.4_MODIS global MODISCOSP | % | 6.085 | 10.194 | -4.11 | 5.788 | 7.678 | 6.147 | 0.804 |
| CLDHGH_TAU9.4_MODIS global MODISCOSP | % | 8.562 | 11.068 | -2.506 | 8.512 | 8.559 | 6.287 | 0.768 |
| CLDTOT_CAL global CALIPSOCOSP | % | 67.207 | 67.217 | -0.01 | 22.002 | 17.901 | 14.245 | 0.763 |
| CLDLOW_CAL global CALIPSOCOSP | % | 37.937 | 38.022 | -0.085 | 25.674 | 19.396 | 14.37 | 0.83 |
| CLDMED_CAL global CALIPSOCOSP | % | 12.626 | 18.121 | -5.495 | 9.901 | 10.555 | 9.747 | 0.696 |
| CLDHGH_CAL global CALIPSOCOSP | % | 35.019 | 31.579 | 3.44 | 20.736 | 17.891 | 10.579 | 0.878 |
| TGCLDLWP_OCN global SSMI | g/m^2 | 73.449 | 97.429 | -23.98 | 23.247 | 30.569 | 38.094 | 0.412 |
| AODVIS global MACv2 | dimensionless | 0.131 | 0.138 | -0.007 | 0.144 | 0.123 | 0.081 | 0.828 |
| AODVIS global MERRA2_Aerosols | dimensionless | 0.131 | 0.153 | -0.022 | 0.144 | 0.107 | 0.076 | 0.871 |
| AODDUST global MACv2 | dimensionless | 0.033 | 999.999 | 999.999 | 0.087 | 999.999 | 999.999 | 999.999 |
| TREFHT global ERA5 | DegC | 16.312 | 16.008 | 0.304 | 14.639 | 14.158 | 1.612 | 0.995 |
| TREFHT land ERA5 | DegC | 14.338 | 14.375 | -0.037 | 21.103 | 20.02 | 2.834 | 0.992 |
| TREFHT global MERRA2 | DegC | 16.312 | 16.059 | 0.253 | 14.639 | 14.671 | 1.347 | 0.996 |
| TREFHT land MERRA2 | DegC | 14.338 | 13.94 | 0.397 | 21.103 | 21.227 | 2.289 | 0.994 |
| TREFMNAV global MERRA2 | DegC | 14.425 | 14.034 | 0.391 | 14.67 | 14.909 | 1.578 | 0.995 |
| TREFMXAV global MERRA2 | DegC | 18.248 | 18.215 | 0.034 | 14.918 | 14.852 | 1.561 | 0.995 |
| TREF_range global MERRA2 | K | 3.823 | 4.182 | -0.358 | 4.25 | 4.88 | 1.59 | 0.952 |
| PminusE global GPCP_OAFLux | mm/day | -0.014 | -0.177 | 0.163 | 3.009 | 2.885 | 1.717 | 0.859 |
| PminusE global COREv2_Flux | mm/day | -0.014 | -0.293 | 0.279 | 3.074 | 2.824 | 1.885 | 0.831 |
| TCO global OMI-MLS | DU | 28.746 | 32.691 | -3.944 | 6.264 | 6.571 | 5.758 | 0.787 |