Test: v2+P3+SHOC (v2)
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 | 3.012 | 2.665 | 0.347 | 2.512 | 2.161 | 1.581 | 0.792 |
| PRECT global GPCP_v2.3 | mm/day | 3.012 | 2.685 | 0.328 | 2.512 | 2.214 | 1.494 | 0.817 |
| SST global HadISST_CL | degC | 19.202 | 19.988 | -0.785 | 8.893 | 8.526 | 3.867 | 0.906 |
| SST global HadISST_PI | degC | 19.307 | 19.668 | -0.361 | 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 | 0.306 | 0.318 | -0.012 | 0.138 | 0.13 | 0.041 | 0.96 |
| ALBEDOC global ceres_ebaf_toa_v4.1 | dimensionless | 0.174 | 0.177 | -0.003 | 0.138 | 0.129 | 0.023 | 0.987 |
| RESTOM global ceres_ebaf_toa_v4.1 | W/m2 | 3.403 | 1.984 | 1.418 | 75.951 | 73.723 | 10.974 | 0.99 |
| FLUT global ceres_ebaf_toa_v4.1 | W/m2 | 244.339 | 240.49 | 3.849 | 32.311 | 31.412 | 9.057 | 0.967 |
| FLUTC global ceres_ebaf_toa_v4.1 | W/m2 | 263.777 | 266.166 | -2.389 | 29.599 | 30.125 | 4.572 | 0.992 |
| FSNTOA global ceres_ebaf_toa_v4.1 | W/m2 | 247.645 | 242.475 | 5.17 | 98.984 | 95.222 | 15.31 | 0.99 |
| FSNTOAC global ceres_ebaf_toa_v4.1 | W/m2 | 290.176 | 288.873 | 1.303 | 106.049 | 104.19 | 6.758 | 0.998 |
| SWCF global ceres_ebaf_toa_v4.1 | W/m2 | -42.531 | -46.398 | 3.867 | 28.248 | 25.823 | 15.911 | 0.841 |
| LWCF global ceres_ebaf_toa_v4.1 | W/m2 | 19.438 | 25.676 | -6.238 | 11.399 | 12.27 | 9.147 | 0.843 |
| NETCF global ceres_ebaf_toa_v4.1 | W/m2 | -23.094 | -20.722 | -2.371 | 22.998 | 21.639 | 12.765 | 0.844 |
| 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 | 0.306 | 0.318 | -0.012 | 0.138 | 0.131 | 0.041 | 0.96 |
| ALBEDOC global ceres_ebaf_toa_v4.0 | dimensionless | 0.174 | 0.176 | -0.002 | 0.138 | 0.131 | 0.022 | 0.988 |
| RESTOM global ceres_ebaf_toa_v4.0 | W/m2 | 3.403 | 1.898 | 1.504 | 75.951 | 73.686 | 10.982 | 0.99 |
| FLUT global ceres_ebaf_toa_v4.0 | W/m2 | 244.339 | 240.463 | 3.876 | 32.311 | 31.402 | 8.957 | 0.968 |
| FLUTC global ceres_ebaf_toa_v4.0 | W/m2 | 263.777 | 268.314 | -4.537 | 29.599 | 31.663 | 6.563 | 0.99 |
| FSNTOA global ceres_ebaf_toa_v4.0 | W/m2 | 247.645 | 242.362 | 5.283 | 98.984 | 95.241 | 15.324 | 0.99 |
| FSNTOAC global ceres_ebaf_toa_v4.0 | W/m2 | 290.176 | 289.173 | 1.003 | 106.049 | 104.445 | 6.166 | 0.998 |
| SWCF global ceres_ebaf_toa_v4.0 | W/m2 | -42.531 | -46.811 | 4.28 | 28.248 | 26.11 | 15.844 | 0.845 |
| LWCF global ceres_ebaf_toa_v4.0 | W/m2 | 19.438 | 27.851 | -8.413 | 11.399 | 13.515 | 11.348 | 0.826 |
| NETCF global ceres_ebaf_toa_v4.0 | W/m2 | -23.094 | -18.961 | -4.133 | 22.998 | 21.606 | 13.417 | 0.838 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.1 | dimensionless | 0.145 | 0.139 | 0.006 | 0.184 | 0.182 | 0.026 | 0.99 |
| SWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | -47.431 | -49.53 | 2.099 | 32.128 | 28.413 | 17.074 | 0.85 |
| LWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | 28.327 | 28.371 | -0.044 | 22.727 | 15.867 | 10.503 | 0.912 |
| NETCF_SRF global ceres_ebaf_surface_v4.1 | W/m2 | -19.104 | -21.159 | 2.055 | 29.004 | 26.781 | 15.539 | 0.85 |
| FLDS global ceres_ebaf_surface_v4.1 | W/m2 | 346.378 | 345.859 | 0.519 | 63.688 | 66.988 | 11.979 | 0.984 |
| FLDSC global ceres_ebaf_surface_v4.1 | W/m2 | 317.375 | 317.15 | 0.225 | 77.352 | 78.034 | 6.911 | 0.996 |
| FLNS global ceres_ebaf_surface_v4.1 | W/m2 | 55.887 | 53.203 | 2.684 | 24.436 | 19.32 | 11.783 | 0.888 |
| FLNSC global ceres_ebaf_surface_v4.1 | W/m2 | 84.213 | 81.573 | 2.64 | 17.898 | 18.277 | 7.186 | 0.932 |
| FSDS global ceres_ebaf_surface_v4.1 | W/m2 | 195.586 | 188.303 | 7.283 | 75.353 | 68.946 | 19.353 | 0.973 |
| FSDSC global ceres_ebaf_surface_v4.1 | W/m2 | 248.628 | 243.561 | 5.067 | 74.493 | 73.319 | 8.885 | 0.995 |
| FSNS global ceres_ebaf_surface_v4.1 | W/m2 | 170.407 | 165.119 | 5.289 | 77.98 | 72.182 | 17.503 | 0.978 |
| FSNSC global ceres_ebaf_surface_v4.1 | W/m2 | 217.839 | 214.649 | 3.19 | 84.673 | 81.569 | 9.935 | 0.994 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.0 | dimensionless | 0.145 | 0.14 | 0.005 | 0.184 | 0.182 | 0.026 | 0.99 |
| SWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | -47.431 | -51.468 | 4.037 | 32.128 | 29.063 | 17.391 | 0.852 |
| LWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | 28.327 | 30.924 | -2.598 | 22.727 | 15.915 | 10.58 | 0.919 |
| NETCF_SRF global ceres_ebaf_surface_v4.0 | W/m2 | -19.104 | -20.544 | 1.44 | 29.004 | 26.47 | 15.268 | 0.854 |
| FLDS global ceres_ebaf_surface_v4.0 | W/m2 | 346.378 | 345.709 | 0.668 | 63.688 | 67.084 | 12.098 | 0.984 |
| FLDSC global ceres_ebaf_surface_v4.0 | W/m2 | 317.375 | 313.724 | 3.651 | 77.352 | 79.607 | 8.369 | 0.996 |
| FLNS global ceres_ebaf_surface_v4.0 | W/m2 | 55.887 | 53.183 | 2.704 | 24.436 | 19.187 | 11.83 | 0.888 |
| FLNSC global ceres_ebaf_surface_v4.0 | W/m2 | 84.213 | 84.107 | 0.107 | 17.898 | 19.072 | 6.811 | 0.934 |
| FSDS global ceres_ebaf_surface_v4.0 | W/m2 | 195.586 | 188.696 | 6.89 | 75.353 | 68.917 | 19.031 | 0.974 |
| FSDSC global ceres_ebaf_surface_v4.0 | W/m2 | 248.628 | 246.354 | 2.274 | 74.493 | 73.384 | 6.601 | 0.997 |
| FSNS global ceres_ebaf_surface_v4.0 | W/m2 | 170.407 | 165.299 | 5.109 | 77.98 | 72.174 | 17.321 | 0.979 |
| FSNSC global ceres_ebaf_surface_v4.0 | W/m2 | 217.839 | 216.767 | 1.071 | 84.673 | 82.033 | 8.511 | 0.995 |
| LHFLX global OAFlux | kg/m2/s | 86.132 | 92.953 | -6.821 | 53.851 | 41.012 | 21.657 | 0.941 |
| SHFLX global OAFlux | W/m2 | 20.595 | 10.917 | 9.678 | 20.344 | 11.644 | 12.709 | 0.579 |
| LHFLX global ERA-Interim | kg/m2/s | 86.133 | 81.769 | 4.363 | 53.903 | 51.62 | 15.436 | 0.962 |
| SHFLX global ERA-Interim | W/m2 | 20.595 | 16.597 | 3.998 | 20.388 | 19.441 | 9.621 | 0.905 |
| PSL global ERA-Interim | mbar | 1011.251 | 1011.255 | -0.004 | 7.298 | 8.896 | 3.025 | 0.949 |
| FSNS global ERA-Interim | W/m2 | 170.408 | 165.252 | 5.156 | 77.993 | 71.864 | 20.006 | 0.97 |
| FLNS global ERA-Interim | W/m2 | 55.887 | 56.165 | -0.278 | 24.448 | 19.0 | 10.239 | 0.919 |
| NET_FLUX_SRF global ERA-Interim | W/m2 | 7.716 | 10.72 | -3.004 | 51.817 | 48.371 | 22.102 | 0.907 |
| PRECT global ERA-Interim | mm/day | 3.012 | 2.917 | 0.095 | 2.539 | 2.618 | 1.435 | 0.846 |
| TMQ global ERA-Interim | kg/m2 | 25.629 | 24.11 | 1.519 | 15.544 | 14.887 | 2.723 | 0.99 |
| U-850mb global ERA-Interim | m/s | 0.858 | 1.173 | -0.314 | 5.264 | 5.607 | 1.745 | 0.954 |
| U-200mb global ERA-Interim | m/s | 16.632 | 15.732 | 0.9 | 12.025 | 13.153 | 4.358 | 0.947 |
| Z3-500mb global ERA-Interim | hectometer | 56.547 | 56.594 | -0.047 | 2.567 | 2.691 | 0.257 | 0.997 |
| OMEGA-200mb global ERA-Interim | mbar/day | 0.17 | 0.002 | 0.168 | 14.576 | 10.971 | 9.157 | 0.779 |
| OMEGA-500mb global ERA-Interim | mbar/day | 0.04 | -0.0 | 0.04 | 22.363 | 23.753 | 16.252 | 0.753 |
| OMEGA-850mb global ERA-Interim | mbar/day | -0.087 | 2.563 | -2.65 | 25.447 | 44.564 | 31.431 | 0.615 |
| T-850mb global ERA-Interim | K | 279.286 | 281.019 | -1.733 | 20.742 | 11.243 | 17.706 | 0.533 |
| T-200mb global ERA-Interim | K | 217.65 | 218.285 | -0.635 | 3.607 | 3.337 | 1.26 | 0.954 |
| TAUXY ocean ERA-Interim | N/m^2 | 0.074 | 0.072 | 0.002 | 0.052 | 0.055 | 0.027 | 0.879 |
| LHFLX global MERRA2 | kg/m2/s | 86.133 | 82.554 | 3.579 | 54.13 | 53.39 | 17.078 | 0.952 |
| SHFLX global MERRA2 | W/m2 | 20.595 | 18.309 | 2.286 | 20.581 | 23.404 | 11.478 | 0.877 |
| PSL global MERRA2 | mbar | 1011.251 | 1010.859 | 0.392 | 7.301 | 9.075 | 3.346 | 0.94 |
| FSNS global MERRA2 | W/m2 | 170.408 | 164.823 | 5.585 | 78.04 | 71.944 | 21.582 | 0.965 |
| FLNS global MERRA2 | W/m2 | 55.887 | 62.472 | -6.585 | 24.498 | 18.83 | 13.112 | 0.895 |
| NET_FLUX_SRF global MERRA2 | W/m2 | 7.716 | 1.488 | 6.229 | 52.061 | 43.269 | 25.416 | 0.882 |
| PRECT global MERRA2 | mm/day | 3.012 | 2.917 | 0.095 | 2.547 | 2.937 | 1.848 | 0.783 |
| TMQ global MERRA2 | kg/m2 | 25.629 | 24.618 | 1.011 | 15.551 | 15.472 | 2.416 | 0.99 |
| U-850mb global MERRA2 | m/s | 0.863 | 1.038 | -0.174 | 5.285 | 5.845 | 1.813 | 0.953 |
| U-200mb global MERRA2 | m/s | 16.632 | 16.109 | 0.524 | 12.032 | 12.855 | 4.176 | 0.947 |
| Z3-500mb global MERRA2 | hectometer | 56.547 | 56.575 | -0.028 | 2.567 | 2.685 | 0.26 | 0.996 |
| OMEGA-200mb global MERRA2 | mbar/day | 0.17 | -0.098 | 0.268 | 14.627 | 10.719 | 8.946 | 0.794 |
| OMEGA-500mb global MERRA2 | mbar/day | 0.04 | 0.053 | -0.014 | 22.479 | 25.898 | 18.945 | 0.702 |
| OMEGA-850mb global MERRA2 | mbar/day | -0.088 | 0.118 | -0.205 | 26.54 | 38.867 | 27.442 | 0.657 |
| T-850mb global MERRA2 | K | 280.936 | 278.672 | 2.264 | 10.931 | 24.535 | 15.752 | 0.542 |
| T-200mb global MERRA2 | K | 217.65 | 218.047 | -0.397 | 3.608 | 3.478 | 1.15 | 0.954 |
| TAUXY ocean MERRA2 | N/m^2 | 0.076 | 0.075 | 0.001 | 0.053 | 0.057 | 0.03 | 0.856 |
| CLDTOT_TAU1.3_ISCCP global ISCCPCOSP | % | 47.385 | 51.985 | -4.6 | 28.438 | 17.747 | 17.06 | 0.846 |
| CLDTOT_TAU1.3_9.4_ISCCP global ISCCPCOSP | % | 25.017 | 33.052 | -8.035 | 15.873 | 10.8 | 15.844 | 0.531 |
| CLDTOT_TAU9.4_ISCCP global ISCCPCOSP | % | 22.368 | 18.933 | 3.436 | 16.265 | 10.879 | 13.58 | 0.594 |
| CLDTOT_TAU1.3_MISR global MISRCOSP | % | 47.383 | 53.699 | -6.317 | 28.558 | 19.475 | 14.949 | 0.89 |
| CLDTOT_TAU1.3_9.4_MISR global MISRCOSP | % | 25.015 | 31.999 | -6.984 | 15.949 | 8.969 | 11.982 | 0.755 |
| CLDTOT_TAU9.4_MISR global MISRCOSP | % | 22.367 | 21.7 | 0.667 | 16.369 | 12.412 | 11.208 | 0.73 |
| 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 | % | 45.812 | 48.833 | -3.021 | 27.978 | 20.924 | 14.066 | 0.881 |
| CLDTOT_TAU1.3_9.4_MODIS global MODISCOSP | % | 23.828 | 24.965 | -1.138 | 15.433 | 9.399 | 11.486 | 0.675 |
| CLDTOT_TAU9.4_MODIS global MODISCOSP | % | 21.984 | 23.867 | -1.883 | 16.249 | 13.976 | 11.325 | 0.737 |
| CLDHGH_TAU1.3_MODIS global MODISCOSP | % | 45.812 | 27.817 | 17.995 | 27.978 | 19.677 | 24.289 | 0.821 |
| CLDHGH_TAU1.3_9.4_MODIS global MODISCOSP | % | 23.828 | 14.646 | 9.181 | 15.433 | 9.547 | 14.268 | 0.713 |
| CLDHGH_TAU9.4_MODIS global MODISCOSP | % | 21.984 | 13.171 | 8.813 | 16.249 | 11.562 | 15.131 | 0.656 |
| CLDTOT_CAL global CALIPSOCOSP | % | 57.125 | 67.163 | -10.038 | 27.02 | 16.867 | 18.209 | 0.858 |
| CLDLOW_CAL global CALIPSOCOSP | % | 35.487 | 38.637 | -3.15 | 28.747 | 19.87 | 16.294 | 0.847 |
| CLDMED_CAL global CALIPSOCOSP | % | 13.444 | 17.779 | -4.334 | 8.872 | 10.412 | 7.807 | 0.785 |
| CLDHGH_CAL global CALIPSOCOSP | % | 22.336 | 31.113 | -8.777 | 14.482 | 15.014 | 11.546 | 0.866 |
| AODVIS global AOD_550 | dimensionless | 0.086 | 0.132 | -0.046 | 0.053 | 0.089 | 0.083 | 0.627 |
| TREFHT land ERA-Interim | DegC | 10.642 | 9.404 | 1.237 | 17.454 | 18.728 | 2.957 | 0.992 |
| TREFHT global ERA-Interim | DegC | 14.979 | 14.456 | 0.523 | 13.648 | 14.171 | 1.496 | 0.996 |
| TREFHT land MERRA2 | DegC | 11.38 | 8.27 | 3.11 | 18.074 | 19.049 | 3.893 | 0.992 |
| TREFHT global MERRA2 | DegC | 14.979 | 14.386 | 0.593 | 13.654 | 14.557 | 1.975 | 0.993 |
| PminusE global GPCP_OAFLux | mm/day | 0.036 | -0.1 | 0.136 | 2.341 | 2.41 | 1.484 | 0.823 |
| PminusE global COREv2_Flux | mm/day | 0.036 | -0.282 | 0.317 | 2.38 | 2.356 | 1.559 | 0.803 |