Test: v2 plus P3 v4 (tuned)
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 | 2.998 | 2.677 | 0.321 | 2.648 | 2.326 | 1.255 | 0.889 |
| PRECT global GPCP_v2.3 | mm/day | 2.998 | 2.699 | 0.299 | 2.648 | 2.369 | 1.228 | 0.893 |
| TREFHT land_60S90N CRU | DegC | 4.917 | 5.492 | -0.576 | 20.054 | 20.008 | 2.487 | 0.993 |
| SST global HadISST_CL | degC | 20.013 | 19.941 | 0.072 | 8.567 | 8.492 | 0.335 | 0.999 |
| SST global HadISST_PI | degC | 20.029 | 19.558 | 0.471 | 8.553 | 8.451 | 0.644 | 0.999 |
| SST global HadISST_PD | degC | 20.013 | 20.015 | -0.002 | 8.567 | 8.511 | 0.256 | 1.0 |
| SOLIN global ceres_ebaf_toa_v4.1 | W/m2 | 350.491 | 350.5 | -0.009 | 147.291 | 146.707 | 1.051 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.1 | dimensionless | 0.34 | 0.349 | -0.01 | 0.131 | 0.416 | 0.371 | 0.39 |
| ALBEDOC global ceres_ebaf_toa_v4.1 | dimensionless | 0.199 | 0.212 | -0.014 | 0.152 | 0.279 | 0.212 | 0.665 |
| RESTOM global ceres_ebaf_toa_v4.1 | W/m2 | 5.02 | 7.946 | -2.925 | 96.805 | 95.935 | 12.373 | 0.992 |
| FLUT global ceres_ebaf_toa_v4.1 | W/m2 | 238.061 | 237.474 | 0.587 | 32.186 | 32.743 | 8.659 | 0.965 |
| FLUTC global ceres_ebaf_toa_v4.1 | W/m2 | 259.706 | 263.309 | -3.603 | 33.191 | 32.648 | 5.302 | 0.993 |
| FSNTOA global ceres_ebaf_toa_v4.1 | W/m2 | 242.998 | 245.42 | -2.422 | 116.607 | 117.178 | 14.816 | 0.992 |
| FSNTOAC global ceres_ebaf_toa_v4.1 | W/m2 | 294.709 | 294.647 | 0.062 | 139.721 | 138.14 | 7.689 | 0.999 |
| SWCF global ceres_ebaf_toa_v4.1 | W/m2 | -51.711 | -49.227 | -2.484 | 37.725 | 36.987 | 14.068 | 0.931 |
| LWCF global ceres_ebaf_toa_v4.1 | W/m2 | 21.645 | 25.835 | -4.19 | 15.17 | 14.322 | 8.135 | 0.89 |
| NETCF global ceres_ebaf_toa_v4.1 | W/m2 | -30.066 | -23.392 | -6.674 | 32.848 | 33.269 | 13.564 | 0.936 |
| SOLIN global ceres_ebaf_toa_v4.0 | W/m2 | 350.491 | 350.514 | -0.023 | 147.291 | 146.73 | 1.029 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.0 | dimensionless | 0.34 | 0.351 | -0.011 | 0.131 | 0.438 | 0.394 | 0.374 |
| ALBEDOC global ceres_ebaf_toa_v4.0 | dimensionless | 0.199 | 0.212 | -0.013 | 0.152 | 0.278 | 0.208 | 0.675 |
| RESTOM global ceres_ebaf_toa_v4.0 | W/m2 | 5.02 | 7.885 | -2.864 | 96.805 | 95.894 | 12.471 | 0.992 |
| FLUT global ceres_ebaf_toa_v4.0 | W/m2 | 238.061 | 237.395 | 0.666 | 32.186 | 32.837 | 8.685 | 0.965 |
| FLUTC global ceres_ebaf_toa_v4.0 | W/m2 | 259.706 | 265.278 | -5.573 | 33.191 | 34.719 | 7.126 | 0.992 |
| FSNTOA global ceres_ebaf_toa_v4.0 | W/m2 | 242.998 | 245.28 | -2.282 | 116.607 | 117.229 | 14.926 | 0.992 |
| FSNTOAC global ceres_ebaf_toa_v4.0 | W/m2 | 294.709 | 294.947 | -0.239 | 139.721 | 138.445 | 7.76 | 0.998 |
| SWCF global ceres_ebaf_toa_v4.0 | W/m2 | -51.711 | -49.667 | -2.044 | 37.725 | 37.369 | 13.991 | 0.932 |
| LWCF global ceres_ebaf_toa_v4.0 | W/m2 | 21.645 | 27.883 | -6.238 | 15.17 | 16.045 | 9.442 | 0.898 |
| NETCF global ceres_ebaf_toa_v4.0 | W/m2 | -30.066 | -21.784 | -8.282 | 32.848 | 33.237 | 14.634 | 0.933 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.1 | dimensionless | 0.171 | 0.162 | 0.009 | 0.213 | 0.206 | 0.05 | 0.973 |
| SWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | -56.538 | -52.803 | -3.735 | 42.548 | 40.802 | 15.143 | 0.939 |
| LWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | 26.639 | 28.212 | -1.573 | 18.415 | 15.042 | 9.662 | 0.856 |
| NETCF_SRF global ceres_ebaf_surface_v4.1 | W/m2 | -29.899 | -24.591 | -5.308 | 36.974 | 38.96 | 15.302 | 0.93 |
| FLDS global ceres_ebaf_surface_v4.1 | W/m2 | 338.383 | 336.6 | 1.782 | 76.867 | 76.368 | 10.384 | 0.991 |
| FLDSC global ceres_ebaf_surface_v4.1 | W/m2 | 311.238 | 308.658 | 2.579 | 84.041 | 84.859 | 7.392 | 0.997 |
| FLNS global ceres_ebaf_surface_v4.1 | W/m2 | 51.075 | 53.34 | -2.265 | 19.918 | 18.158 | 9.234 | 0.894 |
| FLNSC global ceres_ebaf_surface_v4.1 | W/m2 | 77.715 | 81.552 | -3.838 | 16.998 | 17.691 | 9.544 | 0.874 |
| FSDS global ceres_ebaf_surface_v4.1 | W/m2 | 188.035 | 192.761 | -4.726 | 90.734 | 90.928 | 16.821 | 0.984 |
| FSDSC global ceres_ebaf_surface_v4.1 | W/m2 | 250.142 | 251.584 | -1.442 | 111.011 | 110.286 | 5.023 | 0.999 |
| FSNS global ceres_ebaf_surface_v4.1 | W/m2 | 162.294 | 167.555 | -5.26 | 85.405 | 86.391 | 16.1 | 0.984 |
| FSNSC global ceres_ebaf_surface_v4.1 | W/m2 | 218.832 | 220.358 | -1.525 | 110.486 | 108.865 | 8.557 | 0.997 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.0 | dimensionless | 0.171 | 0.163 | 0.008 | 0.213 | 0.208 | 0.05 | 0.973 |
| SWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | -56.538 | -54.88 | -1.658 | 42.548 | 41.89 | 14.917 | 0.938 |
| LWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | 26.639 | 30.933 | -4.294 | 18.415 | 15.499 | 9.7 | 0.882 |
| NETCF_SRF global ceres_ebaf_surface_v4.0 | W/m2 | -29.899 | -23.947 | -5.952 | 36.974 | 38.604 | 15.054 | 0.934 |
| FLDS global ceres_ebaf_surface_v4.0 | W/m2 | 338.383 | 336.354 | 2.028 | 76.867 | 76.503 | 10.373 | 0.991 |
| FLDSC global ceres_ebaf_surface_v4.0 | W/m2 | 311.238 | 304.906 | 6.332 | 84.041 | 86.505 | 10.078 | 0.996 |
| FLNS global ceres_ebaf_surface_v4.0 | W/m2 | 51.075 | 53.293 | -2.218 | 19.918 | 18.078 | 9.241 | 0.893 |
| FLNSC global ceres_ebaf_surface_v4.0 | W/m2 | 77.715 | 84.226 | -6.511 | 16.998 | 18.695 | 10.813 | 0.887 |
| FSDS global ceres_ebaf_surface_v4.0 | W/m2 | 188.035 | 193.015 | -4.979 | 90.734 | 90.977 | 16.883 | 0.984 |
| FSDSC global ceres_ebaf_surface_v4.0 | W/m2 | 250.142 | 254.406 | -4.264 | 111.011 | 111.034 | 6.016 | 0.999 |
| FSNS global ceres_ebaf_surface_v4.0 | W/m2 | 162.294 | 167.644 | -5.35 | 85.405 | 86.525 | 16.226 | 0.984 |
| FSNSC global ceres_ebaf_surface_v4.0 | W/m2 | 218.832 | 222.524 | -3.692 | 110.486 | 109.792 | 8.945 | 0.997 |
| LHFLX global OAFlux | kg/m2/s | 86.86 | 92.617 | -5.757 | 66.961 | 45.307 | 30.248 | 0.944 |
| SHFLX global OAFlux | W/m2 | 18.123 | 11.992 | 6.131 | 24.47 | 18.938 | 10.502 | 0.872 |
| LHFLX global ERA-Interim | kg/m2/s | 86.86 | 81.795 | 5.065 | 66.961 | 57.939 | 18.516 | 0.97 |
| SHFLX global ERA-Interim | W/m2 | 18.123 | 15.816 | 2.307 | 24.47 | 22.513 | 9.452 | 0.927 |
| PSL global ERA-Interim | mbar | 1011.742 | 1011.443 | 0.299 | 10.054 | 8.71 | 2.604 | 0.972 |
| FSNS global ERA-Interim | W/m2 | 162.294 | 168.553 | -6.259 | 85.405 | 84.851 | 16.782 | 0.983 |
| FLNS global ERA-Interim | W/m2 | 51.075 | 55.505 | -4.429 | 19.918 | 19.466 | 8.921 | 0.923 |
| NET_FLUX_SRF global ERA-Interim | W/m2 | 6.179 | 15.438 | -9.26 | 96.024 | 88.951 | 26.906 | 0.966 |
| PRECT global ERA-Interim | mm/day | 2.998 | 2.895 | 0.103 | 2.68 | 2.724 | 1.217 | 0.899 |
| TMQ global ERA-Interim | kg/m2 | 25.323 | 23.315 | 2.008 | 16.025 | 15.456 | 2.879 | 0.992 |
| U-850mb global ERA-Interim | m/s | 1.057 | 1.068 | -0.011 | 6.446 | 5.795 | 1.639 | 0.969 |
| U-200mb global ERA-Interim | m/s | 16.847 | 16.982 | -0.135 | 14.999 | 14.76 | 3.653 | 0.97 |
| Z3-500mb global ERA-Interim | hectometer | 56.419 | 56.403 | 0.017 | 2.675 | 2.695 | 0.245 | 0.996 |
| OMEGA-200mb global ERA-Interim | mbar/day | 0.173 | 0.003 | 0.171 | 16.979 | 12.645 | 10.367 | 0.793 |
| OMEGA-500mb global ERA-Interim | mbar/day | 0.012 | 0.0 | 0.012 | 26.867 | 27.218 | 16.853 | 0.806 |
| OMEGA-850mb global ERA-Interim | mbar/day | 0.07 | 2.169 | -2.098 | 28.836 | 39.804 | 25.379 | 0.71 |
| T-850mb global ERA-Interim | K | 279.694 | 279.836 | -0.142 | 11.509 | 11.943 | 1.236 | 0.996 |
| T-200mb global ERA-Interim | K | 219.447 | 219.213 | 0.234 | 3.026 | 3.075 | 3.254 | 0.434 |
| TAUXY ocean ERA-Interim | N/m^2 | 0.074 | 0.072 | 0.002 | 0.051 | 0.05 | 0.029 | 0.833 |
| LHFLX global MERRA2 | kg/m2/s | 86.86 | 83.742 | 3.118 | 66.961 | 60.352 | 19.146 | 0.961 |
| SHFLX global MERRA2 | W/m2 | 18.123 | 17.321 | 0.802 | 24.47 | 25.204 | 10.98 | 0.903 |
| PSL global MERRA2 | mbar | 1011.742 | 1011.062 | 0.68 | 10.054 | 8.615 | 3.178 | 0.956 |
| FSNS global MERRA2 | W/m2 | 162.294 | 167.776 | -5.482 | 85.405 | 86.174 | 19.632 | 0.976 |
| FLNS global MERRA2 | W/m2 | 51.075 | 61.18 | -10.104 | 19.918 | 19.582 | 13.96 | 0.881 |
| NET_FLUX_SRF global MERRA2 | W/m2 | 6.179 | 5.534 | 0.645 | 96.024 | 80.931 | 29.989 | 0.957 |
| PRECT global MERRA2 | mm/day | 2.998 | 2.926 | 0.072 | 2.68 | 3.045 | 1.672 | 0.837 |
| TMQ global MERRA2 | kg/m2 | 25.323 | 23.701 | 1.622 | 16.025 | 15.943 | 2.711 | 0.991 |
| U-850mb global MERRA2 | m/s | 1.057 | 0.909 | 0.148 | 6.446 | 6.061 | 1.634 | 0.968 |
| U-200mb global MERRA2 | m/s | 16.847 | 17.331 | -0.484 | 14.999 | 14.563 | 3.588 | 0.971 |
| Z3-500mb global MERRA2 | hectometer | 56.419 | 56.371 | 0.048 | 2.675 | 2.691 | 0.26 | 0.995 |
| OMEGA-200mb global MERRA2 | mbar/day | 0.173 | -0.098 | 0.271 | 16.979 | 12.783 | 9.952 | 0.813 |
| OMEGA-850mb global MERRA2 | mbar/day | 0.07 | 0.213 | -0.143 | 28.836 | 37.315 | 25.37 | 0.709 |
| T-850mb global MERRA2 | K | 279.694 | 276.492 | 3.203 | 11.509 | 27.619 | 15.156 | 0.619 |
| T-200mb global MERRA2 | K | 219.447 | 219.087 | 0.36 | 3.026 | 3.004 | 3.26 | 0.423 |
| TAUXY ocean MERRA2 | N/m^2 | 0.074 | 0.078 | -0.004 | 0.051 | 0.053 | 0.031 | 0.822 |
| CLDTOT_TAU1.3_ISCCP global ISCCPCOSP | % | 47.752 | 52.557 | -4.805 | 23.929 | 18.479 | 12.253 | 0.879 |
| CLDTOT_TAU1.3_9.4_ISCCP global ISCCPCOSP | % | 22.662 | 33.227 | -10.565 | 10.264 | 10.578 | 13.585 | 0.65 |
| CLDTOT_TAU9.4_ISCCP global ISCCPCOSP | % | 25.09 | 19.33 | 5.76 | 16.158 | 11.615 | 13.016 | 0.702 |
| CLDTOT_TAU1.3_MISR global MISRCOSP | % | 47.827 | 54.124 | -6.298 | 24.08 | 20.017 | 10.219 | 0.885 |
| CLDTOT_TAU1.3_9.4_MISR global MISRCOSP | % | 22.697 | 31.177 | -8.48 | 10.356 | 7.557 | 8.756 | 0.73 |
| CLDTOT_TAU9.4_MISR global MISRCOSP | % | 25.129 | 22.947 | 2.182 | 16.321 | 14.503 | 10.775 | 0.818 |
| CLDLOW_TAU1.3_MISR global MISRCOSP | % | 0.0 | 31.691 | -31.691 | 0.006 | 16.416 | 35.691 | nan |
| CLDLOW_TAU1.3_9.4_MISR global MISRCOSP | % | 0.0 | 20.284 | -20.284 | 0.006 | 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 | % | 46.555 | 49.136 | -2.58 | 23.739 | 21.09 | 12.163 | 0.863 |
| CLDTOT_TAU1.3_9.4_MODIS global MODISCOSP | % | 21.66 | 25.207 | -3.547 | 10.106 | 8.754 | 8.596 | 0.659 |
| CLDTOT_TAU9.4_MODIS global MODISCOSP | % | 24.895 | 23.929 | 0.967 | 16.214 | 15.24 | 10.926 | 0.762 |
| CLDHGH_TAU1.3_MODIS global MODISCOSP | % | 46.555 | 28.028 | 18.527 | 23.739 | 19.236 | 24.937 | 0.73 |
| CLDHGH_TAU1.3_9.4_MODIS global MODISCOSP | % | 21.66 | 14.671 | 6.989 | 10.106 | 8.602 | 10.085 | 0.711 |
| CLDHGH_TAU9.4_MODIS global MODISCOSP | % | 24.895 | 13.357 | 11.538 | 16.214 | 12.317 | 17.679 | 0.603 |
| CLDTOT_CAL global CALIPSOCOSP | % | 63.846 | 67.777 | -3.931 | 20.675 | 16.171 | 11.671 | 0.843 |
| CLDLOW_CAL global CALIPSOCOSP | % | 35.948 | 38.152 | -2.204 | 24.573 | 17.496 | 12.925 | 0.872 |
| CLDMED_CAL global CALIPSOCOSP | % | 13.742 | 18.531 | -4.789 | 9.298 | 11.133 | 9.2 | 0.72 |
| CLDHGH_CAL global CALIPSOCOSP | % | 32.401 | 32.715 | -0.314 | 17.445 | 16.543 | 9.777 | 0.836 |
| TGCLDLWP_OCN global SSMI | g/m^2 | 58.609 | 93.988 | -35.38 | 28.703 | 28.235 | 36.085 | 0.739 |
| AODVIS global AOD_550 | dimensionless | 0.184 | 0.132 | 0.052 | 0.113 | 0.089 | 0.094 | 0.716 |
| TREFHT land ERA-Interim | DegC | 2.494 | 3.109 | -0.615 | 20.742 | 18.91 | 3.105 | 0.99 |
| TREFHT global ERA-Interim | DegC | 12.318 | 12.671 | -0.353 | 16.417 | 15.882 | 1.528 | 0.996 |
| TREFHT land MERRA2 | DegC | 2.494 | 2.603 | -0.11 | 20.742 | 19.496 | 3.0 | 0.99 |
| TREFHT global MERRA2 | DegC | 12.318 | 12.583 | -0.265 | 16.417 | 16.082 | 1.689 | 0.995 |
| PminusE global GPCP_OAFLux | mm/day | -0.004 | -0.183 | 0.18 | 2.697 | 2.551 | 1.269 | 0.907 |
| PminusE global COREv2_Flux | mm/day | -0.004 | -0.347 | 0.343 | 2.749 | 2.514 | 1.398 | 0.882 |