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 | 3.231 | 2.677 | 0.553 | 2.978 | 2.326 | 1.466 | 0.898 |
| PRECT global GPCP_v2.3 | mm/day | 3.231 | 2.699 | 0.531 | 2.978 | 2.369 | 1.419 | 0.904 |
| TREFHT land_60S90N CRU | DegC | 7.342 | 5.45 | 1.892 | 19.846 | 20.062 | 3.386 | 0.991 |
| SST global HadISST_CL | degC | 19.73 | 19.77 | -0.04 | 8.714 | 8.651 | 0.22 | 1.0 |
| SST global HadISST_PI | degC | 19.749 | 19.395 | 0.354 | 8.697 | 8.598 | 0.501 | 0.999 |
| SST global HadISST_PD | degC | 19.73 | 19.844 | -0.113 | 8.714 | 8.673 | 0.292 | 1.0 |
| SOLIN global ceres_ebaf_toa_v4.1 | W/m2 | 350.488 | 350.5 | -0.012 | 147.294 | 146.707 | 0.963 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.1 | dimensionless | 0.333 | 0.349 | -0.016 | 0.123 | 0.416 | 0.387 | 0.373 |
| ALBEDOC global ceres_ebaf_toa_v4.1 | dimensionless | 0.186 | 0.212 | -0.027 | 0.15 | 0.279 | 0.216 | 0.653 |
| RESTOM global ceres_ebaf_toa_v4.1 | W/m2 | 3.013 | 7.946 | -4.932 | 94.229 | 95.935 | 15.769 | 0.988 |
| FLUT global ceres_ebaf_toa_v4.1 | W/m2 | 240.751 | 237.474 | 3.276 | 34.132 | 32.743 | 8.546 | 0.973 |
| FLUTC global ceres_ebaf_toa_v4.1 | W/m2 | 260.508 | 263.309 | -2.801 | 34.586 | 32.648 | 5.509 | 0.992 |
| FSNTOA global ceres_ebaf_toa_v4.1 | W/m2 | 243.709 | 245.42 | -1.711 | 115.021 | 117.178 | 16.317 | 0.99 |
| FSNTOAC global ceres_ebaf_toa_v4.1 | W/m2 | 297.792 | 294.647 | 3.145 | 140.327 | 138.14 | 8.411 | 0.999 |
| SWCF global ceres_ebaf_toa_v4.1 | W/m2 | -54.083 | -49.227 | -4.856 | 37.56 | 36.987 | 16.212 | 0.914 |
| LWCF global ceres_ebaf_toa_v4.1 | W/m2 | 19.757 | 25.835 | -6.077 | 14.087 | 14.322 | 8.441 | 0.915 |
| NETCF global ceres_ebaf_toa_v4.1 | W/m2 | -34.325 | -23.392 | -10.933 | 32.318 | 33.269 | 17.729 | 0.91 |
| SOLIN global ceres_ebaf_toa_v4.0 | W/m2 | 350.488 | 350.514 | -0.025 | 147.294 | 146.73 | 0.938 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.0 | dimensionless | 0.333 | 0.351 | -0.017 | 0.123 | 0.438 | 0.41 | 0.357 |
| ALBEDOC global ceres_ebaf_toa_v4.0 | dimensionless | 0.186 | 0.212 | -0.026 | 0.15 | 0.278 | 0.213 | 0.663 |
| RESTOM global ceres_ebaf_toa_v4.0 | W/m2 | 3.013 | 7.885 | -4.872 | 94.229 | 95.894 | 15.877 | 0.988 |
| FLUT global ceres_ebaf_toa_v4.0 | W/m2 | 240.751 | 237.395 | 3.355 | 34.132 | 32.837 | 8.575 | 0.973 |
| FLUTC global ceres_ebaf_toa_v4.0 | W/m2 | 260.508 | 265.278 | -4.77 | 34.586 | 34.719 | 6.832 | 0.99 |
| FSNTOA global ceres_ebaf_toa_v4.0 | W/m2 | 243.709 | 245.28 | -1.571 | 115.021 | 117.229 | 16.493 | 0.99 |
| FSNTOAC global ceres_ebaf_toa_v4.0 | W/m2 | 297.792 | 294.947 | 2.844 | 140.327 | 138.445 | 8.363 | 0.998 |
| SWCF global ceres_ebaf_toa_v4.0 | W/m2 | -54.083 | -49.667 | -4.416 | 37.56 | 37.369 | 16.067 | 0.915 |
| LWCF global ceres_ebaf_toa_v4.0 | W/m2 | 19.757 | 27.883 | -8.125 | 14.087 | 16.045 | 10.396 | 0.915 |
| NETCF global ceres_ebaf_toa_v4.0 | W/m2 | -34.325 | -21.784 | -12.541 | 32.318 | 33.237 | 19.441 | 0.898 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.1 | dimensionless | 0.169 | 0.162 | 0.007 | 0.214 | 0.206 | 0.051 | 0.971 |
| SWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | -59.778 | -52.803 | -6.975 | 42.26 | 40.802 | 17.997 | 0.921 |
| LWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | 28.69 | 28.212 | 0.478 | 18.442 | 15.042 | 10.928 | 0.806 |
| NETCF_SRF global ceres_ebaf_surface_v4.1 | W/m2 | -31.088 | -24.591 | -6.497 | 37.426 | 38.96 | 17.394 | 0.912 |
| FLDS global ceres_ebaf_surface_v4.1 | W/m2 | 338.981 | 336.6 | 2.381 | 80.816 | 76.368 | 12.339 | 0.99 |
| FLDSC global ceres_ebaf_surface_v4.1 | W/m2 | 309.879 | 308.658 | 1.22 | 86.3 | 84.859 | 7.506 | 0.996 |
| FLNS global ceres_ebaf_surface_v4.1 | W/m2 | 52.429 | 53.34 | -0.911 | 23.782 | 18.158 | 12.364 | 0.861 |
| FLNSC global ceres_ebaf_surface_v4.1 | W/m2 | 81.119 | 81.552 | -0.434 | 19.834 | 17.691 | 8.586 | 0.902 |
| FSDS global ceres_ebaf_surface_v4.1 | W/m2 | 190.104 | 192.761 | -2.657 | 89.685 | 90.928 | 18.708 | 0.979 |
| FSDSC global ceres_ebaf_surface_v4.1 | W/m2 | 255.389 | 251.584 | 3.805 | 110.969 | 110.286 | 6.876 | 0.999 |
| FSNS global ceres_ebaf_surface_v4.1 | W/m2 | 163.651 | 167.555 | -3.903 | 83.586 | 86.391 | 17.645 | 0.98 |
| FSNSC global ceres_ebaf_surface_v4.1 | W/m2 | 223.43 | 220.358 | 3.072 | 111.088 | 108.865 | 9.436 | 0.997 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.0 | dimensionless | 0.169 | 0.163 | 0.006 | 0.214 | 0.208 | 0.051 | 0.971 |
| SWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | -59.778 | -54.88 | -4.898 | 42.26 | 41.89 | 17.34 | 0.922 |
| LWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | 28.69 | 30.933 | -2.243 | 18.442 | 15.499 | 10.362 | 0.836 |
| NETCF_SRF global ceres_ebaf_surface_v4.0 | W/m2 | -31.088 | -23.947 | -7.141 | 37.426 | 38.604 | 17.07 | 0.917 |
| FLDS global ceres_ebaf_surface_v4.0 | W/m2 | 338.981 | 336.354 | 2.627 | 80.816 | 76.503 | 12.255 | 0.99 |
| FLDSC global ceres_ebaf_surface_v4.0 | W/m2 | 309.879 | 304.906 | 4.973 | 86.3 | 86.505 | 9.209 | 0.996 |
| FLNS global ceres_ebaf_surface_v4.0 | W/m2 | 52.429 | 53.293 | -0.864 | 23.782 | 18.078 | 12.371 | 0.861 |
| FLNSC global ceres_ebaf_surface_v4.0 | W/m2 | 81.119 | 84.226 | -3.107 | 19.834 | 18.695 | 8.925 | 0.907 |
| FSDS global ceres_ebaf_surface_v4.0 | W/m2 | 190.104 | 193.015 | -2.911 | 89.685 | 90.977 | 18.653 | 0.979 |
| FSDSC global ceres_ebaf_surface_v4.0 | W/m2 | 255.389 | 254.406 | 0.983 | 110.969 | 111.034 | 4.855 | 0.999 |
| FSNS global ceres_ebaf_surface_v4.0 | W/m2 | 163.651 | 167.644 | -3.993 | 83.586 | 86.525 | 17.765 | 0.98 |
| FSNSC global ceres_ebaf_surface_v4.0 | W/m2 | 223.43 | 222.524 | 0.905 | 111.088 | 109.792 | 8.494 | 0.997 |
| LHFLX global OAFlux | kg/m2/s | 93.759 | 92.617 | 1.141 | 68.602 | 45.307 | 35.613 | 0.945 |
| SHFLX global OAFlux | W/m2 | 14.509 | 11.992 | 2.517 | 27.387 | 18.938 | 10.651 | 0.888 |
| LHFLX global ERA-Interim | kg/m2/s | 93.759 | 81.795 | 11.964 | 68.602 | 57.939 | 22.701 | 0.967 |
| SHFLX global ERA-Interim | W/m2 | 14.509 | 15.816 | -1.307 | 27.387 | 22.513 | 10.679 | 0.928 |
| PSL global ERA-Interim | mbar | 1011.47 | 1011.443 | 0.027 | 6.93 | 8.71 | 4.376 | 0.868 |
| FSNS global ERA-Interim | W/m2 | 163.651 | 168.553 | -4.902 | 83.586 | 84.851 | 15.863 | 0.984 |
| FLNS global ERA-Interim | W/m2 | 52.429 | 55.505 | -3.076 | 23.782 | 19.466 | 11.2 | 0.895 |
| NET_FLUX_SRF global ERA-Interim | W/m2 | 2.872 | 15.438 | -12.567 | 95.352 | 88.951 | 27.18 | 0.968 |
| PRECT global ERA-Interim | mm/day | 3.231 | 2.895 | 0.336 | 3.019 | 2.724 | 1.218 | 0.922 |
| TMQ global ERA-Interim | kg/m2 | 23.969 | 23.315 | 0.654 | 15.734 | 15.456 | 2.001 | 0.993 |
| U-850mb global ERA-Interim | m/s | 0.429 | 1.068 | -0.639 | 5.618 | 5.795 | 2.157 | 0.938 |
| U-200mb global ERA-Interim | m/s | 16.901 | 16.982 | -0.081 | 15.725 | 14.76 | 3.764 | 0.971 |
| Z3-500mb global ERA-Interim | hectometer | 56.326 | 56.403 | -0.077 | 2.546 | 2.695 | 0.379 | 0.992 |
| OMEGA-200mb global ERA-Interim | mbar/day | 0.154 | 0.003 | 0.151 | 16.129 | 12.645 | 8.642 | 0.847 |
| OMEGA-500mb global ERA-Interim | mbar/day | 0.019 | 0.0 | 0.018 | 29.193 | 27.218 | 16.928 | 0.822 |
| OMEGA-850mb global ERA-Interim | mbar/day | -0.099 | 2.169 | -2.268 | 32.495 | 39.804 | 24.971 | 0.735 |
| T-850mb global ERA-Interim | K | 279.069 | 279.836 | -0.767 | 12.433 | 11.943 | 1.728 | 0.997 |
| T-200mb global ERA-Interim | K | 218.177 | 219.213 | -1.036 | 2.838 | 3.075 | 1.846 | 0.869 |
| TAUXY ocean ERA-Interim | N/m^2 | 0.084 | 0.071 | 0.012 | 0.055 | 0.05 | 0.041 | 0.708 |
| LHFLX global MERRA2 | kg/m2/s | 93.759 | 83.742 | 10.017 | 68.602 | 60.352 | 21.83 | 0.963 |
| SHFLX global MERRA2 | W/m2 | 14.509 | 17.321 | -2.812 | 27.387 | 25.204 | 13.224 | 0.883 |
| PSL global MERRA2 | mbar | 1011.47 | 1011.062 | 0.408 | 6.93 | 8.615 | 4.718 | 0.839 |
| FSNS global MERRA2 | W/m2 | 163.651 | 167.776 | -4.125 | 83.586 | 86.174 | 19.132 | 0.976 |
| FLNS global MERRA2 | W/m2 | 52.429 | 61.18 | -8.751 | 23.782 | 19.582 | 15.769 | 0.834 |
| NET_FLUX_SRF global MERRA2 | W/m2 | 2.872 | 5.534 | -2.662 | 95.352 | 80.931 | 29.485 | 0.958 |
| PRECT global MERRA2 | mm/day | 3.231 | 2.926 | 0.305 | 3.019 | 3.045 | 1.804 | 0.828 |
| TMQ global MERRA2 | kg/m2 | 23.969 | 23.701 | 0.268 | 15.734 | 15.943 | 2.016 | 0.992 |
| U-850mb global MERRA2 | m/s | 0.429 | 0.909 | -0.48 | 5.618 | 6.061 | 2.153 | 0.939 |
| U-200mb global MERRA2 | m/s | 16.901 | 17.331 | -0.431 | 15.725 | 14.563 | 3.808 | 0.972 |
| Z3-500mb global MERRA2 | hectometer | 56.326 | 56.371 | -0.045 | 2.546 | 2.691 | 0.372 | 0.992 |
| OMEGA-200mb global MERRA2 | mbar/day | 0.154 | -0.098 | 0.251 | 16.129 | 12.783 | 8.058 | 0.87 |
| OMEGA-850mb global MERRA2 | mbar/day | -0.099 | 0.213 | -0.312 | 32.495 | 37.315 | 25.76 | 0.719 |
| T-850mb global MERRA2 | K | 279.069 | 276.492 | 2.577 | 12.433 | 27.619 | 14.759 | 0.626 |
| T-200mb global MERRA2 | K | 218.177 | 219.087 | -0.91 | 2.838 | 3.004 | 1.752 | 0.87 |
| TAUXY ocean MERRA2 | N/m^2 | 0.084 | 0.078 | 0.006 | 0.055 | 0.053 | 0.041 | 0.711 |
| CLDTOT_TAU1.3_ISCCP global ISCCPCOSP | % | 50.418 | 52.557 | -2.139 | 23.899 | 18.479 | 13.526 | 0.818 |
| CLDTOT_TAU1.3_9.4_ISCCP global ISCCPCOSP | % | 25.914 | 33.227 | -7.314 | 13.532 | 10.578 | 13.406 | 0.565 |
| CLDTOT_TAU9.4_ISCCP global ISCCPCOSP | % | 24.505 | 19.33 | 5.175 | 15.029 | 11.615 | 13.642 | 0.583 |
| CLDTOT_TAU1.3_MISR global MISRCOSP | % | 50.491 | 54.124 | -3.633 | 24.029 | 20.017 | 12.525 | 0.827 |
| CLDTOT_TAU1.3_9.4_MISR global MISRCOSP | % | 25.951 | 31.177 | -5.226 | 13.647 | 7.557 | 9.034 | 0.606 |
| CLDTOT_TAU9.4_MISR global MISRCOSP | % | 24.541 | 22.947 | 1.593 | 15.164 | 14.503 | 12.291 | 0.7 |
| CLDLOW_TAU1.3_MISR global MISRCOSP | % | 0.0 | 31.691 | -31.691 | 0.0 | 16.416 | 35.691 | nan |
| CLDLOW_TAU1.3_9.4_MISR global MISRCOSP | % | 0.0 | 20.284 | -20.284 | 0.0 | 8.318 | 21.923 | nan |
| CLDLOW_TAU9.4_MISR global MISRCOSP | % | 0.0 | 11.407 | -11.407 | 0.0 | 9.464 | 14.822 | nan |
| CLDTOT_TAU1.3_MODIS global MODISCOSP | % | 47.162 | 49.136 | -1.973 | 23.335 | 21.09 | 13.577 | 0.817 |
| CLDTOT_TAU1.3_9.4_MODIS global MODISCOSP | % | 24.586 | 25.207 | -0.621 | 13.04 | 8.754 | 10.71 | 0.569 |
| CLDTOT_TAU9.4_MODIS global MODISCOSP | % | 22.577 | 23.929 | -1.352 | 14.723 | 15.24 | 11.661 | 0.698 |
| CLDHGH_TAU1.3_MODIS global MODISCOSP | % | 47.162 | 28.028 | 19.134 | 23.335 | 19.236 | 26.421 | 0.662 |
| CLDHGH_TAU1.3_9.4_MODIS global MODISCOSP | % | 24.586 | 14.671 | 9.914 | 13.04 | 8.602 | 13.812 | 0.676 |
| CLDHGH_TAU9.4_MODIS global MODISCOSP | % | 22.577 | 13.357 | 9.22 | 14.723 | 12.317 | 16.976 | 0.466 |
| CLDTOT_CAL global CALIPSOCOSP | % | 62.435 | 67.777 | -5.341 | 23.079 | 16.171 | 14.422 | 0.809 |
| CLDLOW_CAL global CALIPSOCOSP | % | 40.87 | 38.152 | 2.718 | 24.399 | 17.496 | 13.266 | 0.859 |
| CLDMED_CAL global CALIPSOCOSP | % | 10.625 | 18.531 | -7.905 | 8.087 | 11.133 | 11.056 | 0.716 |
| CLDHGH_CAL global CALIPSOCOSP | % | 25.456 | 32.715 | -7.259 | 18.821 | 16.543 | 12.377 | 0.841 |
| TGCLDLWP_OCN global SSMI | g/m^2 | 49.089 | 93.988 | -44.899 | 23.861 | 28.235 | 44.368 | 0.765 |
| AODVIS global AOD_550 | dimensionless | 0.087 | 0.132 | -0.045 | 0.07 | 0.089 | 0.088 | 0.578 |
| TREFHT land ERA-Interim | DegC | 4.728 | 3.064 | 1.665 | 20.685 | 18.985 | 3.276 | 0.991 |
| TREFHT global ERA-Interim | DegC | 13.055 | 12.671 | 0.384 | 16.254 | 15.882 | 1.615 | 0.996 |
| TREFHT land MERRA2 | DegC | 4.728 | 2.547 | 2.181 | 20.685 | 19.526 | 3.576 | 0.99 |
| TREFHT global MERRA2 | DegC | 13.055 | 12.583 | 0.473 | 16.254 | 16.082 | 2.005 | 0.993 |
| PminusE global GPCP_OAFLux | mm/day | -0.009 | -0.183 | 0.174 | 3.02 | 2.551 | 1.5 | 0.91 |
| PminusE global COREv2_Flux | mm/day | -0.009 | -0.347 | 0.337 | 3.083 | 2.514 | 1.613 | 0.892 |