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 | 3.338 | 2.707 | 0.632 | 3.12 | 2.489 | 1.627 | 0.881 |
| PRECT global GPCP_v2.3 | mm/day | 3.338 | 2.715 | 0.623 | 3.12 | 2.517 | 1.592 | 0.887 |
| TREFHT land_60S90N CRU | DegC | 21.585 | 19.527 | 2.059 | 8.839 | 8.274 | 2.925 | 0.974 |
| SST global HadISST_CL | degC | 19.955 | 20.036 | -0.081 | 8.515 | 8.457 | 0.263 | 1.0 |
| SST global HadISST_PI | degC | 20.069 | 19.702 | 0.366 | 8.403 | 8.37 | 0.522 | 0.999 |
| SST global HadISST_PD | degC | 19.955 | 20.137 | -0.182 | 8.515 | 8.477 | 0.38 | 0.999 |
| SOLIN global ceres_ebaf_toa_v4.1 | W/m2 | 330.378 | 330.394 | -0.016 | 139.602 | 139.049 | 0.917 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.1 | dimensionless | 0.332 | 216.391 | -216.059 | 0.115 | 40113.522 | 24565.122 | 0.006 |
| ALBEDOC global ceres_ebaf_toa_v4.1 | dimensionless | 0.173 | 2.245 | -2.071 | 0.126 | 378.065 | 231.523 | 0.01 |
| RESTOM global ceres_ebaf_toa_v4.1 | W/m2 | -16.666 | -7.507 | -9.16 | 83.684 | 86.711 | 17.045 | 0.986 |
| FLUT global ceres_ebaf_toa_v4.1 | W/m2 | 246.103 | 243.917 | 2.187 | 34.846 | 35.456 | 8.828 | 0.971 |
| FLUTC global ceres_ebaf_toa_v4.1 | W/m2 | 266.906 | 269.581 | -2.675 | 31.689 | 31.848 | 4.842 | 0.992 |
| FSNTOA global ceres_ebaf_toa_v4.1 | W/m2 | 229.383 | 236.41 | -7.027 | 103.826 | 107.852 | 18.588 | 0.988 |
| FSNTOAC global ceres_ebaf_toa_v4.1 | W/m2 | 282.699 | 279.641 | 3.058 | 124.445 | 122.062 | 8.997 | 0.998 |
| SWCF global ceres_ebaf_toa_v4.1 | W/m2 | -53.316 | -43.231 | -10.085 | 37.01 | 29.958 | 20.5 | 0.879 |
| LWCF global ceres_ebaf_toa_v4.1 | W/m2 | 20.803 | 25.664 | -4.862 | 14.483 | 14.323 | 8.408 | 0.887 |
| NETCF global ceres_ebaf_toa_v4.1 | W/m2 | -32.513 | -17.566 | -14.947 | 33.035 | 26.942 | 21.735 | 0.881 |
| SOLIN global ceres_ebaf_toa_v4.0 | W/m2 | 330.378 | 330.4 | -0.022 | 139.602 | 139.078 | 0.879 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.0 | dimensionless | 0.332 | 0.329 | 0.003 | 0.115 | 0.236 | 0.188 | 0.618 |
| ALBEDOC global ceres_ebaf_toa_v4.0 | dimensionless | 0.173 | 0.207 | -0.033 | 0.126 | 0.336 | 0.274 | 0.646 |
| RESTOM global ceres_ebaf_toa_v4.0 | W/m2 | -16.666 | -7.603 | -9.064 | 83.684 | 86.712 | 17.023 | 0.986 |
| FLUT global ceres_ebaf_toa_v4.0 | W/m2 | 246.103 | 243.915 | 2.189 | 34.846 | 35.425 | 8.817 | 0.971 |
| FLUTC global ceres_ebaf_toa_v4.0 | W/m2 | 266.906 | 271.747 | -4.841 | 31.689 | 33.214 | 6.854 | 0.99 |
| FSNTOA global ceres_ebaf_toa_v4.0 | W/m2 | 229.383 | 236.312 | -6.929 | 103.826 | 107.842 | 18.621 | 0.987 |
| FSNTOAC global ceres_ebaf_toa_v4.0 | W/m2 | 282.699 | 280.243 | 2.456 | 124.445 | 122.506 | 8.51 | 0.998 |
| SWCF global ceres_ebaf_toa_v4.0 | W/m2 | -53.316 | -43.931 | -9.385 | 37.01 | 30.602 | 20.105 | 0.879 |
| LWCF global ceres_ebaf_toa_v4.0 | W/m2 | 20.803 | 27.833 | -7.03 | 14.483 | 15.55 | 10.069 | 0.887 |
| NETCF global ceres_ebaf_toa_v4.0 | W/m2 | -32.513 | -16.098 | -16.415 | 33.035 | 26.802 | 23.006 | 0.875 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.1 | dimensionless | 0.147 | 0.138 | 0.008 | 0.187 | 0.179 | 0.031 | 0.987 |
| SWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | -58.401 | -45.466 | -12.935 | 41.269 | 32.04 | 23.972 | 0.878 |
| LWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | 28.527 | 26.366 | 2.161 | 18.569 | 15.007 | 11.691 | 0.786 |
| NETCF_SRF global ceres_ebaf_surface_v4.1 | W/m2 | -29.874 | -19.1 | -10.774 | 41.669 | 34.785 | 20.31 | 0.914 |
| FLDS global ceres_ebaf_surface_v4.1 | W/m2 | 356.654 | 354.672 | 1.982 | 68.773 | 64.893 | 12.113 | 0.986 |
| FLDSC global ceres_ebaf_surface_v4.1 | W/m2 | 327.702 | 327.784 | -0.082 | 76.928 | 75.108 | 7.936 | 0.995 |
| FLNS global ceres_ebaf_surface_v4.1 | W/m2 | 52.926 | 52.976 | -0.05 | 27.425 | 21.759 | 14.768 | 0.844 |
| FLNSC global ceres_ebaf_surface_v4.1 | W/m2 | 81.453 | 79.342 | 2.111 | 22.325 | 21.262 | 9.16 | 0.918 |
| FSDS global ceres_ebaf_surface_v4.1 | W/m2 | 171.068 | 178.531 | -7.463 | 84.404 | 85.248 | 23.804 | 0.965 |
| FSDSC global ceres_ebaf_surface_v4.1 | W/m2 | 235.882 | 229.758 | 6.124 | 102.129 | 97.669 | 10.089 | 0.998 |
| FSNS global ceres_ebaf_surface_v4.1 | W/m2 | 150.502 | 158.674 | -8.172 | 73.973 | 76.909 | 21.952 | 0.964 |
| FSNSC global ceres_ebaf_surface_v4.1 | W/m2 | 208.903 | 204.14 | 4.763 | 94.494 | 90.534 | 11.767 | 0.994 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.0 | dimensionless | 0.147 | 0.139 | 0.008 | 0.187 | 0.179 | 0.031 | 0.987 |
| SWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | -58.401 | -47.5 | -10.901 | 41.269 | 33.225 | 22.66 | 0.88 |
| LWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | 28.527 | 28.724 | -0.197 | 18.569 | 15.004 | 11.029 | 0.805 |
| NETCF_SRF global ceres_ebaf_surface_v4.0 | W/m2 | -29.874 | -18.776 | -11.098 | 41.669 | 35.206 | 19.743 | 0.923 |
| FLDS global ceres_ebaf_surface_v4.0 | W/m2 | 356.654 | 354.524 | 2.129 | 68.773 | 64.936 | 12.113 | 0.986 |
| FLDSC global ceres_ebaf_surface_v4.0 | W/m2 | 327.702 | 325.097 | 2.606 | 76.928 | 76.612 | 8.73 | 0.994 |
| FLNS global ceres_ebaf_surface_v4.0 | W/m2 | 52.926 | 52.948 | -0.022 | 27.425 | 21.684 | 14.818 | 0.843 |
| FLNSC global ceres_ebaf_surface_v4.0 | W/m2 | 81.453 | 81.672 | -0.219 | 22.325 | 21.849 | 8.897 | 0.919 |
| FSDS global ceres_ebaf_surface_v4.0 | W/m2 | 171.068 | 179.01 | -7.942 | 84.404 | 85.356 | 24.04 | 0.964 |
| FSDSC global ceres_ebaf_surface_v4.0 | W/m2 | 235.882 | 232.729 | 3.154 | 102.129 | 99.008 | 7.051 | 0.999 |
| FSNS global ceres_ebaf_surface_v4.0 | W/m2 | 150.502 | 158.97 | -8.469 | 73.973 | 76.892 | 22.088 | 0.964 |
| FSNSC global ceres_ebaf_surface_v4.0 | W/m2 | 208.903 | 206.47 | 2.433 | 94.494 | 91.574 | 10.05 | 0.995 |
| LHFLX global OAFlux | kg/m2/s | 96.879 | 89.015 | 7.864 | 60.808 | 44.76 | 34.783 | 0.931 |
| SHFLX global OAFlux | W/m2 | 17.584 | 8.916 | 8.669 | 23.004 | 9.392 | 10.191 | 0.712 |
| LHFLX global ERA-Interim | kg/m2/s | 96.879 | 86.255 | 10.625 | 60.808 | 53.52 | 21.063 | 0.957 |
| SHFLX global ERA-Interim | W/m2 | 17.584 | 18.735 | -1.15 | 23.004 | 21.379 | 9.924 | 0.904 |
| PSL global ERA-Interim | mbar | 1011.073 | 1011.175 | -0.102 | 6.867 | 8.531 | 3.122 | 0.941 |
| FSNS global ERA-Interim | W/m2 | 150.502 | 156.735 | -6.234 | 73.973 | 77.782 | 22.204 | 0.962 |
| FLNS global ERA-Interim | W/m2 | 52.926 | 55.713 | -2.788 | 27.425 | 21.907 | 12.3 | 0.906 |
| NET_FLUX_SRF global ERA-Interim | W/m2 | -16.948 | -3.968 | -12.98 | 73.97 | 74.007 | 24.991 | 0.958 |
| PRECT global ERA-Interim | mm/day | 3.339 | 2.988 | 0.35 | 3.177 | 2.804 | 1.316 | 0.917 |
| TMQ global ERA-Interim | kg/m2 | 26.798 | 25.939 | 0.859 | 15.651 | 14.967 | 2.296 | 0.991 |
| U-850mb global ERA-Interim | m/s | 0.718 | 1.139 | -0.421 | 5.721 | 5.814 | 1.734 | 0.959 |
| U-200mb global ERA-Interim | m/s | 14.436 | 12.972 | 1.463 | 16.286 | 16.052 | 3.654 | 0.979 |
| Z3-500mb global ERA-Interim | hectometer | 56.847 | 56.891 | -0.044 | 2.56 | 2.614 | 0.22 | 0.997 |
| OMEGA-200mb global ERA-Interim | mbar/day | 0.152 | 0.002 | 0.15 | 16.748 | 12.978 | 9.338 | 0.832 |
| OMEGA-500mb global ERA-Interim | mbar/day | 0.031 | -0.0 | 0.031 | 28.783 | 27.098 | 16.716 | 0.823 |
| OMEGA-850mb global ERA-Interim | mbar/day | -0.141 | 2.642 | -2.783 | 33.58 | 46.269 | 24.289 | 0.766 |
| T-850mb global ERA-Interim | K | 282.283 | 282.609 | -0.326 | 10.797 | 11.288 | 1.627 | 0.995 |
| T-200mb global ERA-Interim | K | 217.292 | 218.771 | -1.479 | 4.972 | 4.954 | 1.93 | 0.969 |
| TAUXY ocean ERA-Interim | N/m^2 | 0.089 | 0.075 | 0.014 | 0.06 | 0.058 | 0.033 | 0.861 |
| LHFLX global MERRA2 | kg/m2/s | 96.879 | 87.697 | 9.182 | 60.808 | 55.764 | 22.24 | 0.943 |
| SHFLX global MERRA2 | W/m2 | 17.584 | 20.502 | -2.918 | 23.004 | 25.724 | 13.139 | 0.868 |
| PSL global MERRA2 | mbar | 1011.073 | 1010.716 | 0.357 | 6.867 | 8.913 | 3.458 | 0.938 |
| FSNS global MERRA2 | W/m2 | 150.502 | 159.986 | -9.485 | 73.973 | 79.864 | 25.236 | 0.957 |
| FLNS global MERRA2 | W/m2 | 52.926 | 62.11 | -9.185 | 27.425 | 21.98 | 15.656 | 0.891 |
| NET_FLUX_SRF global MERRA2 | W/m2 | -16.948 | -10.324 | -6.624 | 73.97 | 75.196 | 25.65 | 0.945 |
| PRECT global MERRA2 | mm/day | 3.339 | 3.066 | 0.272 | 3.177 | 3.187 | 1.84 | 0.836 |
| TMQ global MERRA2 | kg/m2 | 26.798 | 26.551 | 0.246 | 15.651 | 15.517 | 1.991 | 0.992 |
| U-850mb global MERRA2 | m/s | 0.718 | 1.008 | -0.29 | 5.721 | 6.097 | 1.712 | 0.962 |
| U-200mb global MERRA2 | m/s | 14.436 | 13.413 | 1.023 | 16.286 | 15.666 | 3.601 | 0.977 |
| Z3-500mb global MERRA2 | hectometer | 56.847 | 56.876 | -0.029 | 2.56 | 2.613 | 0.229 | 0.996 |
| OMEGA-200mb global MERRA2 | mbar/day | 0.152 | -0.099 | 0.251 | 16.748 | 14.305 | 8.647 | 0.857 |
| OMEGA-500mb global MERRA2 | mbar/day | 0.031 | 0.038 | -0.008 | 28.783 | 29.232 | 18.265 | 0.802 |
| OMEGA-850mb global MERRA2 | mbar/day | -0.141 | -0.03 | -0.111 | 33.58 | 35.952 | 25.198 | 0.731 |
| T-850mb global MERRA2 | K | 282.283 | 279.286 | 2.997 | 10.797 | 27.292 | 15.523 | 0.517 |
| T-200mb global MERRA2 | K | 217.292 | 218.559 | -1.267 | 4.972 | 5.042 | 1.786 | 0.968 |
| TAUXY ocean MERRA2 | N/m^2 | 0.089 | 0.081 | 0.008 | 0.06 | 0.063 | 0.033 | 0.86 |
| CLDTOT_TAU1.3_ISCCP global ISCCPCOSP | % | 52.813 | 51.872 | 0.941 | 24.245 | 18.456 | 15.81 | 0.749 |
| CLDTOT_TAU1.3_9.4_ISCCP global ISCCPCOSP | % | 24.877 | 34.017 | -9.139 | 13.45 | 10.517 | 15.089 | 0.496 |
| CLDTOT_TAU9.4_ISCCP global ISCCPCOSP | % | 27.936 | 17.855 | 10.081 | 16.97 | 11.442 | 16.236 | 0.691 |
| CLDTOT_TAU1.3_MISR global MISRCOSP | % | 52.868 | 52.644 | 0.223 | 24.389 | 19.304 | 16.053 | 0.746 |
| CLDTOT_TAU1.3_9.4_MISR global MISRCOSP | % | 24.903 | 32.041 | -7.138 | 13.548 | 9.054 | 10.643 | 0.481 |
| CLDTOT_TAU9.4_MISR global MISRCOSP | % | 27.965 | 20.603 | 7.361 | 17.136 | 12.541 | 15.329 | 0.726 |
| CLDLOW_TAU1.3_MISR global MISRCOSP | % | 0.0 | 31.339 | -31.339 | 0.0 | 17.261 | 35.778 | nan |
| CLDLOW_TAU1.3_9.4_MISR global MISRCOSP | % | 0.0 | 21.148 | -21.148 | 0.0 | 9.683 | 23.259 | nan |
| CLDLOW_TAU9.4_MISR global MISRCOSP | % | 0.0 | 10.192 | -10.192 | 0.0 | 9.104 | 13.665 | nan |
| CLDTOT_TAU1.3_MODIS global MODISCOSP | % | 49.063 | 47.805 | 1.258 | 23.803 | 22.772 | 15.911 | 0.767 |
| CLDTOT_TAU1.3_9.4_MODIS global MODISCOSP | % | 23.282 | 24.402 | -1.12 | 12.736 | 10.253 | 10.562 | 0.596 |
| CLDTOT_TAU9.4_MODIS global MODISCOSP | % | 25.781 | 23.403 | 2.378 | 17.195 | 14.738 | 14.005 | 0.635 |
| CLDHGH_TAU1.3_MODIS global MODISCOSP | % | 49.063 | 26.543 | 22.52 | 23.803 | 19.117 | 29.572 | 0.646 |
| CLDHGH_TAU1.3_9.4_MODIS global MODISCOSP | % | 23.282 | 14.207 | 9.074 | 12.736 | 9.372 | 14.197 | 0.562 |
| CLDHGH_TAU9.4_MODIS global MODISCOSP | % | 25.781 | 12.335 | 13.446 | 17.195 | 10.896 | 20.203 | 0.522 |
| CLDTOT_CAL global CALIPSOCOSP | % | 63.266 | 67.217 | -3.951 | 23.915 | 17.901 | 15.188 | 0.79 |
| CLDLOW_CAL global CALIPSOCOSP | % | 41.283 | 38.022 | 3.26 | 25.571 | 19.396 | 14.787 | 0.825 |
| CLDMED_CAL global CALIPSOCOSP | % | 10.792 | 18.121 | -7.328 | 8.459 | 10.555 | 10.373 | 0.73 |
| CLDHGH_CAL global CALIPSOCOSP | % | 26.841 | 31.579 | -4.737 | 18.67 | 17.891 | 10.474 | 0.868 |
| TGCLDLWP_OCN global SSMI | g/m^2 | 51.465 | 97.429 | -45.964 | 26.223 | 30.569 | 46.3 | 0.705 |
| AODVIS global AOD_550 | dimensionless | 0.112 | 0.132 | -0.019 | 0.094 | 0.089 | 0.067 | 0.759 |
| TREFHT land ERA-Interim | DegC | 15.911 | 12.94 | 2.971 | 19.584 | 19.417 | 3.528 | 0.99 |
| TREFHT global ERA-Interim | DegC | 16.695 | 16.115 | 0.58 | 14.146 | 14.291 | 1.531 | 0.995 |
| TREFHT land MERRA2 | DegC | 15.911 | 12.632 | 3.279 | 19.584 | 20.313 | 3.937 | 0.991 |
| TREFHT global MERRA2 | DegC | 16.695 | 16.059 | 0.637 | 14.146 | 14.671 | 1.889 | 0.993 |
| PminusE global GPCP_OAFLux | mm/day | -0.01 | -0.177 | 0.167 | 3.258 | 2.885 | 1.611 | 0.906 |
| PminusE global COREv2_Flux | mm/day | -0.01 | -0.293 | 0.283 | 3.328 | 2.824 | 1.801 | 0.883 |