Test: control
Reference: Observation and Reanalysis
| Variables | Unit | Test_mean | Ref._mean | Mean_Bias | Test_STD | Ref._STD | RMSE | Correlation |
|---|---|---|---|---|---|---|---|---|
| PRECT global GPCP_v2.2 | mm/day | 3.241 | 2.648 | 0.593 | 2.49 | 2.04 | 1.372 | 0.869 |
| PRECT global GPCP_v2.3 | mm/day | 3.241 | 2.664 | 0.577 | 2.49 | 2.066 | 1.26 | 0.896 |
| SST global HadISST_CL | degC | 19.861 | 19.906 | -0.045 | 8.992 | 8.945 | 0.219 | 1.0 |
| SST global HadISST_PI | degC | 19.872 | 19.52 | 0.352 | 8.983 | 8.894 | 0.519 | 0.999 |
| SST global HadISST_PD | degC | 19.861 | 19.979 | -0.118 | 8.992 | 8.97 | 0.282 | 1.0 |
| SOLIN global ceres_ebaf_toa_v4.1 | W/m2 | 338.248 | 338.181 | 0.067 | 100.523 | 101.37 | 1.987 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.1 | dimensionless | 0.325 | 0.319 | 0.006 | 0.122 | 0.134 | 0.039 | 0.959 |
| ALBEDOC global ceres_ebaf_toa_v4.1 | dimensionless | 0.177 | 0.185 | -0.009 | 0.144 | 0.139 | 0.031 | 0.978 |
| RESTOM global ceres_ebaf_toa_v4.1 | W/m2 | -5.227 | 1.447 | -6.674 | 67.238 | 72.038 | 13.476 | 0.988 |
| FLUT global ceres_ebaf_toa_v4.1 | W/m2 | 242.56 | 239.311 | 3.249 | 31.615 | 30.957 | 7.488 | 0.977 |
| FLUTC global ceres_ebaf_toa_v4.1 | W/m2 | 262.902 | 265.385 | -2.483 | 32.242 | 31.357 | 4.595 | 0.993 |
| FSNTOA global ceres_ebaf_toa_v4.1 | W/m2 | 237.262 | 240.758 | -3.497 | 90.611 | 94.641 | 13.628 | 0.991 |
| FSNTOAC global ceres_ebaf_toa_v4.1 | W/m2 | 286.514 | 283.237 | 3.276 | 101.614 | 100.049 | 9.982 | 0.996 |
| SWCF global ceres_ebaf_toa_v4.1 | W/m2 | -49.252 | -42.479 | -6.773 | 25.755 | 22.041 | 15.121 | 0.851 |
| LWCF global ceres_ebaf_toa_v4.1 | W/m2 | 20.342 | 26.074 | -5.732 | 11.12 | 11.668 | 7.641 | 0.903 |
| NETCF global ceres_ebaf_toa_v4.1 | W/m2 | -28.91 | -16.405 | -12.505 | 19.962 | 16.883 | 17.468 | 0.793 |
| SOLIN global ceres_ebaf_toa_v4.0 | W/m2 | 338.248 | 338.193 | 0.055 | 100.523 | 101.338 | 1.909 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.0 | dimensionless | 0.325 | 0.32 | 0.006 | 0.122 | 0.134 | 0.039 | 0.959 |
| ALBEDOC global ceres_ebaf_toa_v4.0 | dimensionless | 0.177 | 0.185 | -0.008 | 0.144 | 0.141 | 0.031 | 0.979 |
| RESTOM global ceres_ebaf_toa_v4.0 | W/m2 | -5.227 | 1.421 | -6.648 | 67.238 | 72.007 | 13.496 | 0.988 |
| FLUT global ceres_ebaf_toa_v4.0 | W/m2 | 242.56 | 239.196 | 3.363 | 31.615 | 31.004 | 7.595 | 0.977 |
| FLUTC global ceres_ebaf_toa_v4.0 | W/m2 | 262.902 | 267.592 | -4.69 | 32.242 | 33.023 | 6.216 | 0.992 |
| FSNTOA global ceres_ebaf_toa_v4.0 | W/m2 | 237.262 | 240.617 | -3.356 | 90.611 | 94.624 | 13.623 | 0.991 |
| FSNTOAC global ceres_ebaf_toa_v4.0 | W/m2 | 286.514 | 283.526 | 2.988 | 101.614 | 100.51 | 9.783 | 0.996 |
| SWCF global ceres_ebaf_toa_v4.0 | W/m2 | -49.252 | -42.909 | -6.343 | 25.755 | 22.69 | 14.885 | 0.853 |
| LWCF global ceres_ebaf_toa_v4.0 | W/m2 | 20.342 | 28.396 | -8.053 | 11.12 | 13.079 | 9.965 | 0.895 |
| NETCF global ceres_ebaf_toa_v4.0 | W/m2 | -28.91 | -14.513 | -14.397 | 19.962 | 16.845 | 19.243 | 0.772 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.1 | dimensionless | 0.155 | 0.15 | 0.005 | 0.203 | 0.197 | 0.038 | 0.983 |
| SWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | -54.264 | -45.118 | -9.146 | 28.15 | 23.476 | 17.516 | 0.848 |
| LWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | 28.136 | 26.906 | 1.231 | 17.595 | 14.779 | 9.557 | 0.843 |
| NETCF_SRF global ceres_ebaf_surface_v4.1 | W/m2 | -26.128 | -18.212 | -7.916 | 28.096 | 24.353 | 15.387 | 0.883 |
| FLDS global ceres_ebaf_surface_v4.1 | W/m2 | 346.104 | 344.544 | 1.56 | 74.019 | 69.454 | 11.295 | 0.99 |
| FLDSC global ceres_ebaf_surface_v4.1 | W/m2 | 317.349 | 317.399 | -0.05 | 82.169 | 79.638 | 7.557 | 0.996 |
| FLNS global ceres_ebaf_surface_v4.1 | W/m2 | 53.937 | 54.307 | -0.37 | 23.471 | 18.906 | 11.913 | 0.864 |
| FLNSC global ceres_ebaf_surface_v4.1 | W/m2 | 82.073 | 81.213 | 0.86 | 20.212 | 18.844 | 7.372 | 0.932 |
| FSDS global ceres_ebaf_surface_v4.1 | W/m2 | 184.906 | 188.039 | -3.133 | 70.751 | 71.25 | 17.685 | 0.97 |
| FSDSC global ceres_ebaf_surface_v4.1 | W/m2 | 245.309 | 239.269 | 6.039 | 74.088 | 70.784 | 9.258 | 0.996 |
| FSNS global ceres_ebaf_surface_v4.1 | W/m2 | 159.218 | 163.619 | -4.401 | 69.159 | 71.726 | 15.99 | 0.977 |
| FSNSC global ceres_ebaf_surface_v4.1 | W/m2 | 213.482 | 208.737 | 4.745 | 80.069 | 76.734 | 12.098 | 0.991 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.0 | dimensionless | 0.155 | 0.151 | 0.004 | 0.203 | 0.197 | 0.038 | 0.982 |
| SWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | -54.264 | -47.206 | -7.058 | 28.15 | 24.633 | 16.427 | 0.85 |
| LWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | 28.136 | 29.718 | -1.581 | 17.595 | 15.36 | 9.174 | 0.858 |
| NETCF_SRF global ceres_ebaf_surface_v4.0 | W/m2 | -26.128 | -17.488 | -8.639 | 28.096 | 24.477 | 15.065 | 0.899 |
| FLDS global ceres_ebaf_surface_v4.0 | W/m2 | 346.104 | 344.332 | 1.773 | 74.019 | 69.534 | 11.262 | 0.99 |
| FLDSC global ceres_ebaf_surface_v4.0 | W/m2 | 317.349 | 313.923 | 3.427 | 82.169 | 81.064 | 8.194 | 0.996 |
| FLNS global ceres_ebaf_surface_v4.0 | W/m2 | 53.937 | 54.205 | -0.268 | 23.471 | 18.759 | 11.97 | 0.863 |
| FLNSC global ceres_ebaf_surface_v4.0 | W/m2 | 82.073 | 83.923 | -1.85 | 20.212 | 19.915 | 7.228 | 0.939 |
| FSDS global ceres_ebaf_surface_v4.0 | W/m2 | 184.906 | 188.285 | -3.378 | 70.751 | 71.333 | 17.709 | 0.97 |
| FSDSC global ceres_ebaf_surface_v4.0 | W/m2 | 245.309 | 242.222 | 3.087 | 74.088 | 71.547 | 6.576 | 0.997 |
| FSNS global ceres_ebaf_surface_v4.0 | W/m2 | 159.218 | 163.743 | -4.525 | 69.159 | 71.716 | 16.004 | 0.977 |
| FSNSC global ceres_ebaf_surface_v4.0 | W/m2 | 213.482 | 210.949 | 2.533 | 80.069 | 77.568 | 10.785 | 0.992 |
| LHFLX global OAFlux | kg/m2/s | 94.117 | 90.824 | 3.292 | 56.731 | 41.275 | 31.452 | 0.93 |
| SHFLX global OAFlux | W/m2 | 16.713 | 9.391 | 7.322 | 20.214 | 7.754 | 9.292 | 0.645 |
| LHFLX global ERA-Interim | kg/m2/s | 94.117 | 82.825 | 11.291 | 56.731 | 50.392 | 18.629 | 0.969 |
| SHFLX global ERA-Interim | W/m2 | 16.713 | 18.646 | -1.932 | 20.214 | 19.381 | 9.543 | 0.889 |
| PSL global ERA-Interim | mbar | 1011.262 | 1011.337 | -0.075 | 6.374 | 8.027 | 2.683 | 0.956 |
| FSNS global ERA-Interim | W/m2 | 159.218 | 164.498 | -5.279 | 69.159 | 70.844 | 16.094 | 0.977 |
| FLNS global ERA-Interim | W/m2 | 53.937 | 57.37 | -3.433 | 23.471 | 19.79 | 10.067 | 0.918 |
| NET_FLUX_SRF global ERA-Interim | W/m2 | -5.626 | 5.657 | -11.283 | 44.689 | 43.332 | 21.092 | 0.918 |
| PRECT global ERA-Interim | mm/day | 3.241 | 2.899 | 0.342 | 2.538 | 2.42 | 0.968 | 0.934 |
| TMQ global ERA-Interim | kg/m2 | 24.948 | 24.248 | 0.7 | 15.529 | 15.248 | 1.708 | 0.995 |
| U-850mb global ERA-Interim | m/s | 0.659 | 1.009 | -0.35 | 5.067 | 5.416 | 1.458 | 0.968 |
| U-200mb global ERA-Interim | m/s | 18.07 | 17.09 | 0.98 | 12.406 | 12.06 | 2.934 | 0.975 |
| Z3-500mb global ERA-Interim | hectometer | 56.505 | 56.582 | -0.077 | 2.559 | 2.612 | 0.213 | 0.997 |
| OMEGA-200mb global ERA-Interim | mbar/day | 0.152 | 0.002 | 0.15 | 12.406 | 9.597 | 7.292 | 0.81 |
| OMEGA-500mb global ERA-Interim | mbar/day | 0.023 | 0.001 | 0.022 | 22.781 | 21.979 | 13.599 | 0.816 |
| OMEGA-850mb global ERA-Interim | mbar/day | -0.154 | 2.817 | -2.971 | 29.023 | 41.354 | 21.55 | 0.757 |
| T-850mb global ERA-Interim | K | 280.491 | 281.007 | -0.516 | 11.427 | 11.617 | 1.599 | 0.997 |
| T-200mb global ERA-Interim | K | 217.45 | 219.008 | -1.558 | 2.351 | 2.071 | 1.844 | 0.908 |
| TAUXY ocean ERA-Interim | N/m^2 | 0.073 | 0.066 | 0.007 | 0.051 | 0.053 | 0.025 | 0.892 |
| LHFLX global MERRA2 | kg/m2/s | 94.117 | 83.468 | 10.649 | 56.731 | 52.675 | 19.678 | 0.957 |
| SHFLX global MERRA2 | W/m2 | 16.713 | 19.671 | -2.958 | 20.214 | 23.252 | 12.879 | 0.843 |
| PSL global MERRA2 | mbar | 1011.262 | 1010.968 | 0.294 | 6.374 | 8.267 | 2.991 | 0.95 |
| FSNS global MERRA2 | W/m2 | 159.218 | 163.778 | -4.559 | 69.159 | 72.792 | 16.454 | 0.976 |
| FLNS global MERRA2 | W/m2 | 53.937 | 62.67 | -8.733 | 23.471 | 19.262 | 14.211 | 0.881 |
| NET_FLUX_SRF global MERRA2 | W/m2 | -5.626 | -2.032 | -3.594 | 44.689 | 44.025 | 19.286 | 0.909 |
| PRECT global MERRA2 | mm/day | 3.241 | 2.902 | 0.339 | 2.538 | 2.74 | 1.671 | 0.81 |
| TMQ global MERRA2 | kg/m2 | 24.948 | 24.874 | 0.075 | 15.529 | 15.828 | 1.576 | 0.995 |
| U-850mb global MERRA2 | m/s | 0.659 | 0.825 | -0.166 | 5.067 | 5.681 | 1.492 | 0.969 |
| U-200mb global MERRA2 | m/s | 18.07 | 17.524 | 0.546 | 12.406 | 11.753 | 2.856 | 0.975 |
| Z3-500mb global MERRA2 | hectometer | 56.505 | 56.561 | -0.057 | 2.559 | 2.604 | 0.213 | 0.997 |
| OMEGA-200mb global MERRA2 | mbar/day | 0.152 | -0.103 | 0.255 | 12.406 | 9.885 | 7.623 | 0.789 |
| OMEGA-500mb global MERRA2 | mbar/day | 0.023 | 0.052 | -0.03 | 22.781 | 24.129 | 16.631 | 0.75 |
| OMEGA-850mb global MERRA2 | mbar/day | -0.154 | -0.042 | -0.112 | 29.023 | 32.117 | 22.172 | 0.731 |
| T-850mb global MERRA2 | K | 280.491 | 277.83 | 2.661 | 11.427 | 27.373 | 15.069 | 0.574 |
| T-200mb global MERRA2 | K | 217.45 | 218.869 | -1.42 | 2.351 | 2.018 | 1.694 | 0.922 |
| TAUXY ocean MERRA2 | N/m^2 | 0.073 | 0.071 | 0.002 | 0.051 | 0.055 | 0.025 | 0.887 |
| CLDTOT_TAU1.3_ISCCP global ISCCPCOSP | % | 50.145 | 51.181 | -1.036 | 21.458 | 17.339 | 13.559 | 0.776 |
| CLDTOT_TAU1.3_9.4_ISCCP global ISCCPCOSP | % | 26.08 | 33.925 | -7.845 | 12.041 | 10.944 | 13.126 | 0.583 |
| CLDTOT_TAU9.4_ISCCP global ISCCPCOSP | % | 24.065 | 17.256 | 6.809 | 13.425 | 10.384 | 13.974 | 0.499 |
| CLDTOT_TAU1.3_MISR global MISRCOSP | % | 50.144 | 51.892 | -1.748 | 21.618 | 19.901 | 13.182 | 0.814 |
| CLDTOT_TAU1.3_9.4_MISR global MISRCOSP | % | 26.079 | 30.973 | -4.894 | 12.155 | 8.71 | 8.196 | 0.651 |
| CLDTOT_TAU9.4_MISR global MISRCOSP | % | 24.065 | 20.919 | 3.146 | 13.559 | 12.582 | 11.486 | 0.723 |
| CLDLOW_TAU1.3_MISR global MISRCOSP | % | 0.0 | 29.841 | -29.841 | 0.0 | 15.783 | 33.757 | nan |
| CLDLOW_TAU1.3_9.4_MISR global MISRCOSP | % | 0.0 | 19.797 | -19.797 | 0.0 | 8.581 | 21.577 | nan |
| CLDLOW_TAU9.4_MISR global MISRCOSP | % | 0.0 | 10.044 | -10.044 | 0.0 | 8.084 | 12.893 | nan |
| CLDTOT_TAU1.3_MODIS global MODISCOSP | % | 46.519 | 46.896 | -0.377 | 20.935 | 21.081 | 12.622 | 0.82 |
| CLDTOT_TAU1.3_9.4_MODIS global MODISCOSP | % | 24.561 | 24.067 | 0.494 | 11.5 | 8.941 | 9.447 | 0.599 |
| CLDTOT_TAU9.4_MODIS global MODISCOSP | % | 21.958 | 22.829 | -0.871 | 13.302 | 14.466 | 10.975 | 0.692 |
| CLDHGH_TAU1.3_MODIS global MODISCOSP | % | 46.519 | 25.838 | 20.681 | 20.935 | 18.791 | 25.96 | 0.693 |
| CLDHGH_TAU1.3_9.4_MODIS global MODISCOSP | % | 24.561 | 13.391 | 11.17 | 11.5 | 8.388 | 13.699 | 0.724 |
| CLDHGH_TAU9.4_MODIS global MODISCOSP | % | 21.958 | 12.447 | 9.512 | 13.302 | 11.49 | 16.08 | 0.461 |
| CLDTOT_CAL global CALIPSOCOSP | % | 61.927 | 66.845 | -4.918 | 20.247 | 15.845 | 13.318 | 0.785 |
| CLDLOW_CAL global CALIPSOCOSP | % | 39.719 | 36.982 | 2.736 | 22.592 | 17.833 | 12.407 | 0.847 |
| CLDMED_CAL global CALIPSOCOSP | % | 10.918 | 17.924 | -7.006 | 8.209 | 10.476 | 9.556 | 0.788 |
| CLDHGH_CAL global CALIPSOCOSP | % | 26.26 | 32.759 | -6.499 | 15.286 | 14.533 | 10.526 | 0.84 |
| AODVIS global AOD_550 | dimensionless | 0.09 | 0.132 | -0.042 | 0.065 | 0.089 | 0.076 | 0.697 |
| TREFHT land ERA-Interim | DegC | 9.829 | 7.817 | 2.011 | 20.085 | 19.202 | 3.186 | 0.99 |
| TREFHT global ERA-Interim | DegC | 14.753 | 14.366 | 0.387 | 15.083 | 15.017 | 1.417 | 0.996 |
| TREFHT land MERRA2 | DegC | 9.829 | 7.368 | 2.46 | 20.085 | 19.855 | 3.607 | 0.989 |
| TREFHT global MERRA2 | DegC | 14.753 | 14.291 | 0.462 | 15.083 | 15.279 | 1.817 | 0.993 |
| PminusE global GPCP_OAFLux | mm/day | -0.012 | -0.111 | 0.099 | 2.618 | 2.261 | 1.367 | 0.895 |
| PminusE global COREv2_Flux | mm/day | -0.012 | -0.245 | 0.233 | 2.679 | 2.189 | 1.485 | 0.88 |