Test: v2+P3+SHOC
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 | 3.057 | 2.665 | 0.392 | 2.52 | 2.161 | 1.404 | 0.845 |
| PRECT global GPCP_v2.3 | mm/day | 3.057 | 2.685 | 0.372 | 2.52 | 2.214 | 1.301 | 0.869 |
| SST global HadISST_CL | degC | 19.202 | 19.988 | -0.786 | 8.893 | 8.526 | 3.867 | 0.906 |
| SST global HadISST_PI | degC | 19.307 | 19.668 | -0.362 | 8.803 | 8.4 | 3.807 | 0.904 |
| SST global HadISST_PD | degC | 19.202 | 20.092 | -0.89 | 8.893 | 8.553 | 3.901 | 0.906 |
| SOLIN global ceres_ebaf_toa_v4.1 | W/m2 | 342.174 | 342.235 | -0.062 | 100.077 | 100.833 | 1.765 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.1 | dimensionless | 0.338 | 0.318 | 0.021 | 0.122 | 0.13 | 0.055 | 0.921 |
| ALBEDOC global ceres_ebaf_toa_v4.1 | dimensionless | 0.175 | 0.177 | -0.002 | 0.138 | 0.129 | 0.023 | 0.987 |
| RESTOM global ceres_ebaf_toa_v4.1 | W/m2 | -7.49 | 1.984 | -9.475 | 70.067 | 73.723 | 19.355 | 0.974 |
| FLUT global ceres_ebaf_toa_v4.1 | W/m2 | 242.679 | 240.49 | 2.188 | 31.411 | 31.412 | 7.624 | 0.973 |
| FLUTC global ceres_ebaf_toa_v4.1 | W/m2 | 263.568 | 266.166 | -2.598 | 29.668 | 30.125 | 4.457 | 0.993 |
| FSNTOA global ceres_ebaf_toa_v4.1 | W/m2 | 235.091 | 242.475 | -7.384 | 90.969 | 95.222 | 20.868 | 0.979 |
| FSNTOAC global ceres_ebaf_toa_v4.1 | W/m2 | 290.007 | 288.873 | 1.134 | 106.013 | 104.19 | 6.718 | 0.998 |
| SWCF global ceres_ebaf_toa_v4.1 | W/m2 | -54.916 | -46.398 | -8.518 | 31.859 | 25.823 | 22.774 | 0.751 |
| LWCF global ceres_ebaf_toa_v4.1 | W/m2 | 20.889 | 25.676 | -4.787 | 11.056 | 12.27 | 7.624 | 0.876 |
| NETCF global ceres_ebaf_toa_v4.1 | W/m2 | -34.027 | -20.722 | -13.305 | 28.351 | 21.639 | 23.345 | 0.737 |
| SOLIN global ceres_ebaf_toa_v4.0 | W/m2 | 342.174 | 342.239 | -0.066 | 100.077 | 100.799 | 1.684 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.0 | dimensionless | 0.338 | 0.318 | 0.02 | 0.122 | 0.131 | 0.055 | 0.921 |
| ALBEDOC global ceres_ebaf_toa_v4.0 | dimensionless | 0.175 | 0.176 | -0.001 | 0.138 | 0.131 | 0.022 | 0.988 |
| RESTOM global ceres_ebaf_toa_v4.0 | W/m2 | -7.49 | 1.898 | -9.389 | 70.067 | 73.686 | 19.311 | 0.974 |
| FLUT global ceres_ebaf_toa_v4.0 | W/m2 | 242.679 | 240.463 | 2.215 | 31.411 | 31.402 | 7.536 | 0.974 |
| FLUTC global ceres_ebaf_toa_v4.0 | W/m2 | 263.568 | 268.314 | -4.746 | 29.668 | 31.663 | 6.6 | 0.991 |
| FSNTOA global ceres_ebaf_toa_v4.0 | W/m2 | 235.091 | 242.362 | -7.271 | 90.969 | 95.241 | 20.829 | 0.979 |
| FSNTOAC global ceres_ebaf_toa_v4.0 | W/m2 | 290.007 | 289.173 | 0.834 | 106.013 | 104.445 | 6.132 | 0.998 |
| SWCF global ceres_ebaf_toa_v4.0 | W/m2 | -54.916 | -46.811 | -8.105 | 31.859 | 26.11 | 22.466 | 0.756 |
| LWCF global ceres_ebaf_toa_v4.0 | W/m2 | 20.889 | 27.851 | -6.961 | 11.056 | 13.515 | 9.721 | 0.866 |
| NETCF global ceres_ebaf_toa_v4.0 | W/m2 | -34.027 | -18.961 | -15.066 | 28.351 | 21.606 | 24.596 | 0.729 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.1 | dimensionless | 0.146 | 0.139 | 0.008 | 0.185 | 0.182 | 0.026 | 0.991 |
| SWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | -61.578 | -49.53 | -12.048 | 36.341 | 28.413 | 26.52 | 0.76 |
| LWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | 34.21 | 28.371 | 5.839 | 21.908 | 15.867 | 12.336 | 0.883 |
| NETCF_SRF global ceres_ebaf_surface_v4.1 | W/m2 | -27.368 | -21.159 | -6.209 | 33.83 | 26.781 | 21.492 | 0.794 |
| FLDS global ceres_ebaf_surface_v4.1 | W/m2 | 351.403 | 345.859 | 5.545 | 66.327 | 66.988 | 12.6 | 0.986 |
| FLDSC global ceres_ebaf_surface_v4.1 | W/m2 | 316.525 | 317.15 | -0.625 | 77.303 | 78.034 | 6.723 | 0.996 |
| FLNS global ceres_ebaf_surface_v4.1 | W/m2 | 50.404 | 53.203 | -2.799 | 24.876 | 19.32 | 11.934 | 0.892 |
| FLNSC global ceres_ebaf_surface_v4.1 | W/m2 | 84.614 | 81.573 | 3.04 | 17.937 | 18.277 | 6.849 | 0.943 |
| FSDS global ceres_ebaf_surface_v4.1 | W/m2 | 180.591 | 188.303 | -7.712 | 68.599 | 68.946 | 25.595 | 0.937 |
| FSDSC global ceres_ebaf_surface_v4.1 | W/m2 | 248.461 | 243.561 | 4.9 | 74.509 | 73.319 | 8.816 | 0.995 |
| FSNS global ceres_ebaf_surface_v4.1 | W/m2 | 156.089 | 165.119 | -9.03 | 69.106 | 72.182 | 24.028 | 0.951 |
| FSNSC global ceres_ebaf_surface_v4.1 | W/m2 | 217.667 | 214.649 | 3.018 | 84.713 | 81.569 | 9.94 | 0.994 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.0 | dimensionless | 0.146 | 0.14 | 0.006 | 0.185 | 0.182 | 0.026 | 0.991 |
| SWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | -61.578 | -51.468 | -10.109 | 36.341 | 29.063 | 25.771 | 0.759 |
| LWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | 34.21 | 30.924 | 3.286 | 21.908 | 15.915 | 11.33 | 0.883 |
| NETCF_SRF global ceres_ebaf_surface_v4.0 | W/m2 | -27.368 | -20.544 | -6.823 | 33.83 | 26.47 | 21.366 | 0.801 |
| FLDS global ceres_ebaf_surface_v4.0 | W/m2 | 351.403 | 345.709 | 5.694 | 66.327 | 67.084 | 12.703 | 0.986 |
| FLDSC global ceres_ebaf_surface_v4.0 | W/m2 | 316.525 | 313.724 | 2.8 | 77.303 | 79.607 | 7.849 | 0.996 |
| FLNS global ceres_ebaf_surface_v4.0 | W/m2 | 50.404 | 53.183 | -2.779 | 24.876 | 19.187 | 11.955 | 0.892 |
| FLNSC global ceres_ebaf_surface_v4.0 | W/m2 | 84.614 | 84.107 | 0.507 | 17.937 | 19.072 | 6.297 | 0.944 |
| FSDS global ceres_ebaf_surface_v4.0 | W/m2 | 180.591 | 188.696 | -8.105 | 68.599 | 68.917 | 25.456 | 0.938 |
| FSDSC global ceres_ebaf_surface_v4.0 | W/m2 | 248.461 | 246.354 | 2.107 | 74.509 | 73.384 | 6.594 | 0.997 |
| FSNS global ceres_ebaf_surface_v4.0 | W/m2 | 156.089 | 165.299 | -9.21 | 69.106 | 72.174 | 23.961 | 0.952 |
| FSNSC global ceres_ebaf_surface_v4.0 | W/m2 | 217.667 | 216.767 | 0.899 | 84.713 | 82.033 | 8.559 | 0.995 |
| LHFLX global OAFlux | kg/m2/s | 87.535 | 92.953 | -5.418 | 55.042 | 41.012 | 22.954 | 0.948 |
| SHFLX global OAFlux | W/m2 | 21.394 | 10.917 | 10.477 | 20.28 | 11.644 | 13.458 | 0.584 |
| LHFLX global ERA-Interim | kg/m2/s | 87.535 | 81.769 | 5.766 | 55.092 | 51.62 | 14.465 | 0.971 |
| SHFLX global ERA-Interim | W/m2 | 21.394 | 16.597 | 4.797 | 20.325 | 19.441 | 10.005 | 0.903 |
| PSL global ERA-Interim | mbar | 1011.246 | 1011.255 | -0.009 | 7.382 | 8.896 | 3.109 | 0.944 |
| FSNS global ERA-Interim | W/m2 | 156.089 | 165.252 | -9.163 | 69.12 | 71.864 | 24.356 | 0.949 |
| FLNS global ERA-Interim | W/m2 | 50.404 | 56.165 | -5.761 | 24.89 | 19.0 | 11.404 | 0.934 |
| NET_FLUX_SRF global ERA-Interim | W/m2 | -3.318 | 10.72 | -14.038 | 49.378 | 48.371 | 27.668 | 0.881 |
| PRECT global ERA-Interim | mm/day | 3.057 | 2.917 | 0.14 | 2.549 | 2.618 | 1.224 | 0.89 |
| TMQ global ERA-Interim | kg/m2 | 25.42 | 24.11 | 1.309 | 15.514 | 14.887 | 2.345 | 0.993 |
| U-850mb global ERA-Interim | m/s | 0.791 | 1.173 | -0.382 | 5.44 | 5.607 | 1.795 | 0.952 |
| U-200mb global ERA-Interim | m/s | 16.333 | 15.732 | 0.601 | 12.41 | 13.153 | 3.955 | 0.955 |
| Z3-500mb global ERA-Interim | hectometer | 56.524 | 56.594 | -0.069 | 2.561 | 2.691 | 0.289 | 0.996 |
| OMEGA-200mb global ERA-Interim | mbar/day | 0.176 | 0.002 | 0.173 | 13.946 | 10.971 | 8.313 | 0.803 |
| OMEGA-500mb global ERA-Interim | mbar/day | 0.028 | -0.0 | 0.029 | 23.132 | 23.753 | 15.396 | 0.785 |
| OMEGA-850mb global ERA-Interim | mbar/day | -0.043 | 2.563 | -2.606 | 26.268 | 44.564 | 30.868 | 0.635 |
| T-850mb global ERA-Interim | K | 279.197 | 281.019 | -1.822 | 20.683 | 11.243 | 17.69 | 0.531 |
| T-200mb global ERA-Interim | K | 217.571 | 218.285 | -0.714 | 3.215 | 3.337 | 1.544 | 0.913 |
| TAUXY ocean ERA-Interim | N/m^2 | 0.076 | 0.072 | 0.004 | 0.053 | 0.055 | 0.03 | 0.847 |
| LHFLX global MERRA2 | kg/m2/s | 87.535 | 82.554 | 4.981 | 55.316 | 53.39 | 15.344 | 0.965 |
| SHFLX global MERRA2 | W/m2 | 21.394 | 18.309 | 3.085 | 20.521 | 23.404 | 11.755 | 0.875 |
| PSL global MERRA2 | mbar | 1011.246 | 1010.859 | 0.386 | 7.385 | 9.075 | 3.462 | 0.933 |
| FSNS global MERRA2 | W/m2 | 156.089 | 164.823 | -8.734 | 69.173 | 71.944 | 26.776 | 0.936 |
| FLNS global MERRA2 | W/m2 | 50.404 | 62.472 | -12.069 | 24.943 | 18.83 | 17.183 | 0.881 |
| NET_FLUX_SRF global MERRA2 | W/m2 | -3.318 | 1.488 | -4.806 | 49.641 | 43.269 | 26.717 | 0.849 |
| PRECT global MERRA2 | mm/day | 3.057 | 2.917 | 0.14 | 2.558 | 2.937 | 1.674 | 0.824 |
| TMQ global MERRA2 | kg/m2 | 25.42 | 24.618 | 0.801 | 15.522 | 15.472 | 2.004 | 0.993 |
| U-850mb global MERRA2 | m/s | 0.795 | 1.038 | -0.242 | 5.462 | 5.845 | 1.839 | 0.951 |
| U-200mb global MERRA2 | m/s | 16.333 | 16.109 | 0.224 | 12.417 | 12.855 | 3.813 | 0.955 |
| Z3-500mb global MERRA2 | hectometer | 56.524 | 56.575 | -0.05 | 2.561 | 2.685 | 0.293 | 0.995 |
| OMEGA-200mb global MERRA2 | mbar/day | 0.176 | -0.098 | 0.274 | 14.006 | 10.719 | 7.863 | 0.83 |
| OMEGA-500mb global MERRA2 | mbar/day | 0.028 | 0.053 | -0.025 | 23.255 | 25.898 | 18.13 | 0.733 |
| OMEGA-850mb global MERRA2 | mbar/day | -0.043 | 0.118 | -0.16 | 27.361 | 38.867 | 26.834 | 0.677 |
| T-850mb global MERRA2 | K | 280.841 | 278.672 | 2.169 | 10.852 | 24.535 | 15.75 | 0.543 |
| T-200mb global MERRA2 | K | 217.571 | 218.047 | -0.476 | 3.216 | 3.478 | 1.535 | 0.908 |
| TAUXY ocean MERRA2 | N/m^2 | 0.079 | 0.075 | 0.004 | 0.054 | 0.057 | 0.033 | 0.823 |
| CLDTOT_TAU1.3_ISCCP global ISCCPCOSP | % | 58.277 | 51.985 | 6.292 | 26.392 | 17.747 | 17.031 | 0.812 |
| CLDTOT_TAU1.3_9.4_ISCCP global ISCCPCOSP | % | 29.134 | 33.052 | -3.918 | 14.747 | 10.8 | 13.243 | 0.547 |
| CLDTOT_TAU9.4_ISCCP global ISCCPCOSP | % | 29.142 | 18.933 | 10.21 | 17.355 | 10.879 | 19.068 | 0.424 |
| CLDTOT_TAU1.3_MISR global MISRCOSP | % | 58.275 | 53.699 | 4.576 | 26.52 | 19.475 | 16.916 | 0.825 |
| CLDTOT_TAU1.3_9.4_MISR global MISRCOSP | % | 29.134 | 31.999 | -2.865 | 14.835 | 8.969 | 9.218 | 0.665 |
| CLDTOT_TAU9.4_MISR global MISRCOSP | % | 29.142 | 21.7 | 7.441 | 17.476 | 12.412 | 18.366 | 0.491 |
| CLDLOW_TAU1.3_MISR global MISRCOSP | % | 0.0 | 32.459 | -32.459 | 0.0 | 18.179 | 37.203 | nan |
| CLDLOW_TAU1.3_9.4_MISR global MISRCOSP | % | 0.0 | 21.391 | -21.391 | 0.0 | 10.012 | 23.618 | nan |
| CLDLOW_TAU9.4_MISR global MISRCOSP | % | 0.0 | 11.068 | -11.068 | 0.0 | 9.369 | 14.501 | nan |
| CLDTOT_TAU1.3_MODIS global MODISCOSP | % | 56.292 | 48.833 | 7.459 | 26.149 | 20.924 | 16.752 | 0.819 |
| CLDTOT_TAU1.3_9.4_MODIS global MODISCOSP | % | 27.554 | 24.965 | 2.588 | 14.436 | 9.399 | 10.845 | 0.685 |
| CLDTOT_TAU9.4_MODIS global MODISCOSP | % | 28.738 | 23.867 | 4.87 | 17.364 | 13.976 | 16.115 | 0.537 |
| CLDHGH_TAU1.3_MODIS global MODISCOSP | % | 56.292 | 27.817 | 28.475 | 26.149 | 19.677 | 32.316 | 0.814 |
| CLDHGH_TAU1.3_9.4_MODIS global MODISCOSP | % | 27.554 | 14.646 | 12.907 | 14.436 | 9.547 | 16.314 | 0.726 |
| CLDHGH_TAU9.4_MODIS global MODISCOSP | % | 28.738 | 13.171 | 15.567 | 17.364 | 11.562 | 21.708 | 0.514 |
| CLDTOT_CAL global CALIPSOCOSP | % | 67.058 | 67.163 | -0.105 | 24.45 | 16.867 | 13.641 | 0.842 |
| CLDLOW_CAL global CALIPSOCOSP | % | 47.009 | 38.637 | 8.372 | 28.264 | 19.87 | 15.612 | 0.905 |
| CLDMED_CAL global CALIPSOCOSP | % | 14.047 | 17.779 | -3.731 | 9.148 | 10.412 | 7.712 | 0.77 |
| CLDHGH_CAL global CALIPSOCOSP | % | 22.182 | 31.113 | -8.931 | 14.438 | 15.014 | 11.2 | 0.89 |
| AODVIS global AOD_550 | dimensionless | 0.091 | 0.132 | -0.04 | 0.055 | 0.089 | 0.081 | 0.62 |
| TREFHT land ERA-Interim | DegC | 10.394 | 9.404 | 0.99 | 17.398 | 18.728 | 2.767 | 0.993 |
| TREFHT global ERA-Interim | DegC | 14.817 | 14.456 | 0.361 | 13.686 | 14.171 | 1.391 | 0.996 |
| TREFHT land MERRA2 | DegC | 11.116 | 8.27 | 2.845 | 18.026 | 19.049 | 3.723 | 0.992 |
| TREFHT global MERRA2 | DegC | 14.817 | 14.386 | 0.431 | 13.691 | 14.557 | 1.898 | 0.993 |
| PminusE global GPCP_OAFLux | mm/day | 0.032 | -0.1 | 0.132 | 2.451 | 2.41 | 1.261 | 0.881 |
| PminusE global COREv2_Flux | mm/day | 0.032 | -0.282 | 0.313 | 2.492 | 2.356 | 1.398 | 0.854 |