Test: base
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 | 2.91 | 2.677 | 0.233 | 2.675 | 2.326 | 1.375 | 0.862 |
| PRECT global GPCP_v2.3 | mm/day | 2.91 | 2.699 | 0.211 | 2.675 | 2.369 | 1.335 | 0.87 |
| TREFHT land_60S90N CRU | DegC | 2.895 | 5.535 | -2.64 | 20.369 | 19.99 | 3.587 | 0.992 |
| SST global HadISST | degC | 19.544 | 999.999 | 999.999 | 7.841 | 999.999 | 999.999 | 999.999 |
| SST global HadISST_CL | degC | 19.544 | 19.005 | 0.539 | 7.841 | 9.332 | 1.361 | 0.99 |
| SST global HadISST_PI | degC | 19.544 | 19.219 | 0.324 | 7.841 | 8.783 | 1.256 | 0.99 |
| SST global HadISST_PD | degC | 19.544 | 19.115 | 0.429 | 7.841 | 9.328 | 1.433 | 0.99 |
| SOLIN global ceres_ebaf_toa_v4.1 | W/m2 | 350.433 | 350.5 | -0.067 | 147.267 | 146.707 | 1.04 | 1.0 |
| ALBEDO 75S75N ceres_ebaf_toa_v4.1 | dimensionless | 0.327 | 0.324 | 0.003 | 0.121 | 0.134 | 0.043 | 0.948 |
| ALBEDOC global ceres_ebaf_toa_v4.1 | dimensionless | 0.195 | 0.212 | -0.017 | 0.152 | 0.279 | 0.214 | 0.656 |
| RESTOM global ceres_ebaf_toa_v4.1 | W/m2 | 6.64 | 7.946 | -1.306 | 95.501 | 95.935 | 12.493 | 0.992 |
| FLUT global ceres_ebaf_toa_v4.1 | W/m2 | 237.972 | 237.474 | 0.497 | 33.402 | 32.743 | 8.951 | 0.964 |
| FLUTC global ceres_ebaf_toa_v4.1 | W/m2 | 261.62 | 263.309 | -1.689 | 34.976 | 32.648 | 5.893 | 0.988 |
| FSNTOA global ceres_ebaf_toa_v4.1 | W/m2 | 244.504 | 245.42 | -0.916 | 116.964 | 117.178 | 14.957 | 0.992 |
| FSNTOAC global ceres_ebaf_toa_v4.1 | W/m2 | 295.888 | 294.647 | 1.241 | 139.637 | 138.14 | 11.53 | 0.997 |
| SWCF global ceres_ebaf_toa_v4.1 | W/m2 | -51.385 | -49.227 | -2.158 | 36.636 | 36.987 | 14.518 | 0.924 |
| LWCF global ceres_ebaf_toa_v4.1 | W/m2 | 23.648 | 25.835 | -2.187 | 16.25 | 14.322 | 7.488 | 0.898 |
| NETCF global ceres_ebaf_toa_v4.1 | W/m2 | -27.737 | -23.392 | -4.344 | 30.997 | 33.269 | 12.573 | 0.935 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.1 | dimensionless | 0.175 | 0.162 | 0.013 | 0.215 | 0.206 | 0.066 | 0.953 |
| SWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | -56.037 | -52.803 | -3.234 | 40.691 | 40.802 | 15.526 | 0.931 |
| LWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | 27.471 | 28.212 | -0.741 | 17.627 | 15.042 | 9.874 | 0.83 |
| NETCF_SRF global ceres_ebaf_surface_v4.1 | W/m2 | -28.566 | -24.591 | -3.975 | 36.183 | 38.96 | 15.611 | 0.922 |
| FLDS global ceres_ebaf_surface_v4.1 | W/m2 | 328.628 | 336.6 | -7.972 | 75.667 | 76.368 | 15.134 | 0.986 |
| FLDSC global ceres_ebaf_surface_v4.1 | W/m2 | 300.581 | 308.658 | -8.077 | 81.847 | 84.859 | 13.53 | 0.992 |
| FLNS global ceres_ebaf_surface_v4.1 | W/m2 | 55.342 | 53.34 | 2.002 | 19.381 | 18.158 | 9.289 | 0.885 |
| FLNSC global ceres_ebaf_surface_v4.1 | W/m2 | 82.814 | 81.552 | 1.261 | 16.584 | 17.691 | 10.24 | 0.826 |
| FSDS global ceres_ebaf_surface_v4.1 | W/m2 | 191.94 | 192.761 | -0.821 | 90.707 | 90.928 | 17.065 | 0.982 |
| FSDSC global ceres_ebaf_surface_v4.1 | W/m2 | 253.67 | 251.584 | 2.086 | 111.232 | 110.286 | 10.747 | 0.996 |
| FSNS global ceres_ebaf_surface_v4.1 | W/m2 | 165.933 | 167.555 | -1.622 | 86.318 | 86.391 | 16.258 | 0.982 |
| FSNSC global ceres_ebaf_surface_v4.1 | W/m2 | 221.97 | 220.358 | 1.612 | 110.938 | 108.865 | 14.209 | 0.992 |
| LHFLX global OAFlux | W/m2 | 84.328 | 92.617 | -8.289 | 62.856 | 45.307 | 27.004 | 0.924 |
| SHFLX global OAFlux | W/m2 | 19.055 | 11.992 | 7.063 | 24.459 | 18.938 | 13.544 | 0.816 |
| LHFLX global ERA5 | W/m2 | 84.328 | 82.03 | 2.298 | 62.856 | 58.638 | 17.673 | 0.961 |
| SHFLX global ERA5 | W/m2 | 19.055 | 15.434 | 3.621 | 24.459 | 22.896 | 11.866 | 0.888 |
| PSL global ERA5 | mbar | 1011.697 | 1011.54 | 0.157 | 9.469 | 8.589 | 2.858 | 0.955 |
| FSNS global ERA5 | W/m2 | 165.933 | 168.873 | -2.941 | 86.318 | 85.498 | 18.083 | 0.978 |
| FLNS global ERA5 | W/m2 | 55.342 | 57.018 | -1.676 | 19.381 | 18.515 | 9.098 | 0.89 |
| NET_FLUX_SRF global ERA5 | W/m2 | 6.329 | 14.391 | -8.062 | 94.077 | 89.424 | 30.92 | 0.948 |
| PRECT global ERA5 | mm/day | 2.91 | 2.893 | 0.017 | 2.714 | 2.64 | 1.263 | 0.889 |
| TMQ global ERA5 | kg/m2 | 22.679 | 23.137 | -0.458 | 14.169 | 15.529 | 3.01 | 0.984 |
| U-850mb global ERA5 | m/s | 0.976 | 1.046 | -0.07 | 6.181 | 5.828 | 1.909 | 0.951 |
| U-200mb global ERA5 | m/s | 16.306 | 16.976 | -0.67 | 14.706 | 14.664 | 4.281 | 0.959 |
| Z3-500mb global ERA5 | hectometer | 56.169 | 56.387 | -0.217 | 2.61 | 2.687 | 0.369 | 0.994 |
| OMEGA-200mb global ERA5 | mbar/day | 0.181 | -0.0 | 0.181 | 16.47 | 13.317 | 10.177 | 0.787 |
| OMEGA-500mb global ERA5 | mbar/day | 0.023 | -0.003 | 0.025 | 27.609 | 30.421 | 22.18 | 0.712 |
| OMEGA-850mb global ERA5 | mbar/day | 0.098 | 4.275 | -4.177 | 29.916 | 69.33 | 56.765 | 0.417 |
| T-850mb global ERA5 | K | 278.737 | 279.829 | -1.092 | 11.673 | 12.09 | 2.162 | 0.992 |
| T-200mb global ERA5 | K | 219.234 | 218.982 | 0.252 | 3.987 | 3.038 | 3.603 | 0.504 |
| TAUXY ocean ERA5 | N/m^2 | 0.071 | 0.072 | -0.001 | 0.049 | 0.049 | 0.034 | 0.756 |
| LHFLX global MERRA2 | W/m2 | 84.328 | 83.742 | 0.586 | 62.856 | 60.352 | 18.247 | 0.957 |
| SHFLX global MERRA2 | W/m2 | 19.055 | 17.321 | 1.734 | 24.459 | 25.204 | 13.202 | 0.862 |
| PSL global MERRA2 | mbar | 1011.697 | 1011.062 | 0.635 | 9.469 | 8.615 | 3.465 | 0.933 |
| FSNS global MERRA2 | W/m2 | 165.933 | 167.776 | -1.844 | 86.318 | 86.174 | 19.622 | 0.974 |
| FLNS global MERRA2 | W/m2 | 55.342 | 61.18 | -5.837 | 19.381 | 19.582 | 11.086 | 0.883 |
| NET_FLUX_SRF global MERRA2 | W/m2 | 6.329 | 5.534 | 0.795 | 94.077 | 80.931 | 33.216 | 0.939 |
| PRECT global MERRA2 | mm/day | 2.91 | 2.926 | -0.016 | 2.714 | 3.045 | 1.812 | 0.808 |
| TMQ global MERRA2 | kg/m2 | 22.679 | 23.701 | -1.022 | 14.169 | 15.943 | 3.389 | 0.984 |
| U-850mb global MERRA2 | m/s | 0.976 | 0.922 | 0.054 | 6.181 | 6.127 | 1.943 | 0.95 |
| U-200mb global MERRA2 | m/s | 16.306 | 17.331 | -1.025 | 14.706 | 14.563 | 4.262 | 0.96 |
| Z3-500mb global MERRA2 | hectometer | 56.169 | 56.371 | -0.202 | 2.61 | 2.691 | 0.37 | 0.994 |
| OMEGA-200mb global MERRA2 | mbar/day | 0.181 | -0.098 | 0.278 | 16.47 | 12.783 | 9.573 | 0.815 |
| OMEGA-500mb global MERRA2 | mbar/day | 0.023 | 0.056 | -0.033 | 27.609 | 28.953 | 20.984 | 0.726 |
| OMEGA-850mb global MERRA2 | mbar/day | 0.098 | 0.179 | -0.081 | 29.916 | 41.118 | 30.74 | 0.634 |
| T-850mb global MERRA2 | K | 278.737 | 279.991 | -1.254 | 11.673 | 11.672 | 1.885 | 0.993 |
| T-200mb global MERRA2 | K | 219.234 | 219.087 | 0.147 | 3.987 | 3.004 | 3.699 | 0.47 |
| TAUXY ocean MERRA2 | N/m^2 | 0.071 | 0.081 | -0.01 | 0.049 | 0.053 | 0.035 | 0.779 |
| CLDTOT_TAU1.3_ISCCP global ISCCPCOSP | % | 46.659 | 52.557 | -5.898 | 22.236 | 18.479 | 12.046 | 0.868 |
| CLDTOT_TAU1.3_9.4_ISCCP global ISCCPCOSP | % | 22.963 | 33.227 | -10.264 | 10.01 | 10.578 | 13.765 | 0.584 |
| CLDTOT_TAU9.4_ISCCP global ISCCPCOSP | % | 23.696 | 19.33 | 4.366 | 15.023 | 11.615 | 12.171 | 0.67 |
| CLDTOT_TAU1.3_MISR global MISRCOSP | % | 46.732 | 54.124 | -7.392 | 22.353 | 20.017 | 10.594 | 0.86 |
| CLDTOT_TAU1.3_9.4_MISR global MISRCOSP | % | 22.999 | 31.177 | -8.178 | 10.093 | 7.557 | 9.256 | 0.675 |
| CLDTOT_TAU9.4_MISR global MISRCOSP | % | 23.733 | 22.947 | 0.786 | 15.153 | 14.503 | 10.247 | 0.799 |
| CLDLOW_TAU1.3_MISR global MISRCOSP | % | 29.124 | 31.691 | -2.568 | 20.331 | 16.416 | 10.601 | 0.855 |
| CLDLOW_TAU1.3_9.4_MISR global MISRCOSP | % | 15.9 | 20.284 | -4.384 | 11.187 | 8.318 | 7.136 | 0.779 |
| CLDLOW_TAU9.4_MISR global MISRCOSP | % | 13.223 | 11.407 | 1.817 | 10.738 | 9.464 | 8.095 | 0.788 |
| CLDTOT_TAU1.3_MODIS global MODISCOSP | % | 45.626 | 49.136 | -3.51 | 21.988 | 21.09 | 12.099 | 0.852 |
| CLDTOT_TAU1.3_9.4_MODIS global MODISCOSP | % | 22.225 | 25.207 | -2.982 | 9.732 | 8.754 | 8.582 | 0.619 |
| CLDTOT_TAU9.4_MODIS global MODISCOSP | % | 23.401 | 23.929 | -0.528 | 15.123 | 15.24 | 10.863 | 0.742 |
| CLDHGH_TAU1.3_MODIS global MODISCOSP | % | 12.635 | 21.107 | -8.472 | 11.762 | 13.869 | 11.12 | 0.846 |
| CLDHGH_TAU1.3_9.4_MODIS global MODISCOSP | % | 5.507 | 10.536 | -5.029 | 5.138 | 7.561 | 6.576 | 0.836 |
| CLDHGH_TAU9.4_MODIS global MODISCOSP | % | 7.128 | 10.572 | -3.443 | 7.099 | 7.595 | 5.997 | 0.773 |
| CLDTOT_CAL global CALIPSOCOSP | % | 63.798 | 67.777 | -3.979 | 19.568 | 16.171 | 11.459 | 0.827 |
| CLDLOW_CAL global CALIPSOCOSP | % | 33.147 | 38.152 | -5.005 | 21.931 | 17.496 | 12.181 | 0.865 |
| CLDMED_CAL global CALIPSOCOSP | % | 14.379 | 18.531 | -4.152 | 10.146 | 11.133 | 8.522 | 0.76 |
| CLDHGH_CAL global CALIPSOCOSP | % | 34.694 | 32.715 | 1.979 | 19.159 | 16.543 | 11.019 | 0.826 |
| TGCLDLWP_OCN global SSMI | g/m^2 | 64.173 | 93.988 | -29.816 | 23.415 | 28.235 | 35.696 | 0.743 |
| AODVIS global MACv2 | dimensionless | 0.157 | 0.112 | 0.046 | 0.322 | 0.087 | 0.284 | 0.576 |
| AODVIS global MERRA2_Aerosols | dimensionless | 0.157 | 0.13 | 0.028 | 0.322 | 0.077 | 0.276 | 0.691 |
| AODDUST global MACv2 | dimensionless | 0.02 | 999.999 | 999.999 | 0.047 | 999.999 | 999.999 | 999.999 |
| TREFHT global ERA5 | DegC | 11.284 | 12.492 | -1.208 | 16.555 | 15.926 | 2.753 | 0.989 |
| TREFHT land ERA5 | DegC | 0.94 | 3.239 | -2.299 | 20.53 | 20.454 | 4.134 | 0.986 |
| TREFHT global MERRA2 | DegC | 11.284 | 12.583 | -1.299 | 16.555 | 16.082 | 2.85 | 0.988 |
| TREFHT land MERRA2 | DegC | 0.94 | 2.675 | -1.734 | 20.53 | 20.657 | 3.881 | 0.987 |
| PminusE global GPCP_OAFLux | mm/day | -0.004 | -0.183 | 0.179 | 2.614 | 2.551 | 1.395 | 0.875 |
| PminusE global COREv2_Flux | mm/day | -0.004 | -0.347 | 0.343 | 2.668 | 2.514 | 1.515 | 0.848 |
| TCO global OMI-MLS | DU | 15.82 | 29.386 | -13.566 | 2.947 | 4.685 | 14.063 | 0.613 |