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 | 3.006 | 2.677 | 0.328 | 2.658 | 2.326 | 1.251 | 0.891 |
| PRECT global GPCP_v2.3 | mm/day | 3.006 | 2.699 | 0.306 | 2.658 | 2.369 | 1.248 | 0.89 |
| TREFHT land_60S90N CRU | DegC | 6.891 | 5.461 | 1.43 | 17.387 | 20.01 | 4.084 | 0.987 |
| SST global HadISST_CL | degC | 19.153 | 19.886 | -0.733 | 8.97 | 8.586 | 3.655 | 0.918 |
| SST global HadISST_PI | degC | 19.189 | 19.523 | -0.334 | 8.94 | 8.522 | 3.591 | 0.917 |
| SST global HadISST_PD | degC | 19.153 | 19.962 | -0.809 | 8.97 | 8.605 | 3.677 | 0.918 |
| SOLIN global ceres_ebaf_toa_v4.1 | W/m2 | 350.491 | 350.5 | -0.009 | 147.285 | 146.707 | 0.95 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.1 | dimensionless | 0.312 | 0.349 | -0.037 | 0.151 | 0.416 | 0.388 | 0.369 |
| ALBEDOC global ceres_ebaf_toa_v4.1 | dimensionless | 0.188 | 0.212 | -0.025 | 0.151 | 0.279 | 0.212 | 0.667 |
| RESTOM global ceres_ebaf_toa_v4.1 | W/m2 | 14.272 | 7.946 | 6.326 | 101.924 | 95.935 | 17.329 | 0.989 |
| FLUT global ceres_ebaf_toa_v4.1 | W/m2 | 241.524 | 237.474 | 4.05 | 34.794 | 32.743 | 9.973 | 0.965 |
| FLUTC global ceres_ebaf_toa_v4.1 | W/m2 | 260.647 | 263.309 | -2.662 | 32.73 | 32.648 | 5.078 | 0.991 |
| FSNTOA global ceres_ebaf_toa_v4.1 | W/m2 | 255.713 | 245.42 | 10.293 | 124.623 | 117.178 | 21.08 | 0.99 |
| FSNTOAC global ceres_ebaf_toa_v4.1 | W/m2 | 298.182 | 294.647 | 3.535 | 140.438 | 138.14 | 9.064 | 0.998 |
| SWCF global ceres_ebaf_toa_v4.1 | W/m2 | -42.469 | -49.227 | 6.758 | 32.514 | 36.987 | 17.813 | 0.895 |
| LWCF global ceres_ebaf_toa_v4.1 | W/m2 | 19.123 | 25.835 | -6.712 | 13.409 | 14.322 | 9.729 | 0.873 |
| NETCF global ceres_ebaf_toa_v4.1 | W/m2 | -23.346 | -23.392 | 0.046 | 26.925 | 33.269 | 14.325 | 0.908 |
| SOLIN global ceres_ebaf_toa_v4.0 | W/m2 | 350.491 | 350.514 | -0.023 | 147.285 | 146.73 | 0.925 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.0 | dimensionless | 0.312 | 0.351 | -0.039 | 0.151 | 0.438 | 0.411 | 0.353 |
| ALBEDOC global ceres_ebaf_toa_v4.0 | dimensionless | 0.188 | 0.212 | -0.024 | 0.151 | 0.278 | 0.209 | 0.677 |
| RESTOM global ceres_ebaf_toa_v4.0 | W/m2 | 14.272 | 7.885 | 6.387 | 101.924 | 95.894 | 17.473 | 0.988 |
| FLUT global ceres_ebaf_toa_v4.0 | W/m2 | 241.524 | 237.395 | 4.129 | 34.794 | 32.837 | 9.97 | 0.966 |
| FLUTC global ceres_ebaf_toa_v4.0 | W/m2 | 260.647 | 265.278 | -4.631 | 32.73 | 34.719 | 6.987 | 0.99 |
| FSNTOA global ceres_ebaf_toa_v4.0 | W/m2 | 255.713 | 245.28 | 10.432 | 124.623 | 117.229 | 21.208 | 0.99 |
| FSNTOAC global ceres_ebaf_toa_v4.0 | W/m2 | 298.182 | 294.947 | 3.234 | 140.438 | 138.445 | 9.046 | 0.998 |
| SWCF global ceres_ebaf_toa_v4.0 | W/m2 | -42.469 | -49.667 | 7.198 | 32.514 | 37.369 | 18.038 | 0.897 |
| LWCF global ceres_ebaf_toa_v4.0 | W/m2 | 19.123 | 27.883 | -8.76 | 13.409 | 16.045 | 12.106 | 0.854 |
| NETCF global ceres_ebaf_toa_v4.0 | W/m2 | -23.346 | -21.784 | -1.562 | 26.925 | 33.237 | 14.794 | 0.901 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.1 | dimensionless | 0.166 | 0.162 | 0.004 | 0.206 | 0.206 | 0.049 | 0.972 |
| SWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | -47.409 | -52.803 | 5.394 | 37.191 | 40.802 | 18.046 | 0.907 |
| LWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | 28.503 | 28.212 | 0.291 | 22.532 | 15.042 | 10.647 | 0.916 |
| NETCF_SRF global ceres_ebaf_surface_v4.1 | W/m2 | -18.906 | -24.591 | 5.684 | 34.37 | 38.96 | 18.794 | 0.888 |
| FLDS global ceres_ebaf_surface_v4.1 | W/m2 | 338.139 | 336.6 | 1.539 | 69.749 | 76.368 | 13.533 | 0.987 |
| FLDSC global ceres_ebaf_surface_v4.1 | W/m2 | 309.164 | 308.658 | 0.506 | 83.251 | 84.859 | 7.377 | 0.996 |
| FLNS global ceres_ebaf_surface_v4.1 | W/m2 | 55.153 | 53.34 | 1.813 | 24.155 | 18.158 | 12.394 | 0.87 |
| FLNSC global ceres_ebaf_surface_v4.1 | W/m2 | 83.656 | 81.552 | 2.103 | 17.526 | 17.691 | 7.394 | 0.919 |
| FSDS global ceres_ebaf_surface_v4.1 | W/m2 | 203.968 | 192.761 | 11.207 | 98.658 | 90.928 | 22.687 | 0.982 |
| FSDSC global ceres_ebaf_surface_v4.1 | W/m2 | 256.725 | 251.584 | 5.142 | 112.087 | 110.286 | 8.498 | 0.998 |
| FSNS global ceres_ebaf_surface_v4.1 | W/m2 | 177.775 | 167.555 | 10.22 | 94.255 | 86.391 | 21.258 | 0.982 |
| FSNSC global ceres_ebaf_surface_v4.1 | W/m2 | 225.184 | 220.358 | 4.826 | 111.36 | 108.865 | 10.412 | 0.997 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.0 | dimensionless | 0.166 | 0.163 | 0.003 | 0.206 | 0.208 | 0.049 | 0.972 |
| SWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | -47.409 | -54.88 | 7.471 | 37.191 | 41.89 | 19.119 | 0.908 |
| LWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | 28.503 | 30.933 | -2.43 | 22.532 | 15.499 | 10.772 | 0.913 |
| NETCF_SRF global ceres_ebaf_surface_v4.0 | W/m2 | -18.906 | -23.947 | 5.041 | 34.37 | 38.604 | 18.371 | 0.889 |
| FLDS global ceres_ebaf_surface_v4.0 | W/m2 | 338.139 | 336.354 | 1.785 | 69.749 | 76.503 | 13.634 | 0.987 |
| FLDSC global ceres_ebaf_surface_v4.0 | W/m2 | 309.164 | 304.906 | 4.258 | 83.251 | 86.505 | 9.301 | 0.996 |
| FLNS global ceres_ebaf_surface_v4.0 | W/m2 | 55.153 | 53.293 | 1.86 | 24.155 | 18.078 | 12.428 | 0.869 |
| FLNSC global ceres_ebaf_surface_v4.0 | W/m2 | 83.656 | 84.226 | -0.57 | 17.526 | 18.695 | 7.638 | 0.914 |
| FSDS global ceres_ebaf_surface_v4.0 | W/m2 | 203.968 | 193.015 | 10.953 | 98.658 | 90.977 | 22.459 | 0.982 |
| FSDSC global ceres_ebaf_surface_v4.0 | W/m2 | 256.725 | 254.406 | 2.32 | 112.087 | 111.034 | 6.291 | 0.999 |
| FSNS global ceres_ebaf_surface_v4.0 | W/m2 | 177.775 | 167.644 | 10.131 | 94.255 | 86.525 | 21.233 | 0.982 |
| FSNSC global ceres_ebaf_surface_v4.0 | W/m2 | 225.184 | 222.524 | 2.66 | 111.36 | 109.792 | 9.148 | 0.997 |
| LHFLX global OAFlux | kg/m2/s | 87.059 | 92.617 | -5.559 | 64.119 | 45.307 | 27.739 | 0.945 |
| SHFLX global OAFlux | W/m2 | 20.713 | 11.992 | 8.722 | 26.313 | 18.938 | 13.863 | 0.87 |
| LHFLX global ERA-Interim | kg/m2/s | 87.059 | 81.795 | 5.264 | 64.176 | 58.272 | 19.195 | 0.959 |
| SHFLX global ERA-Interim | W/m2 | 20.713 | 15.816 | 4.898 | 26.369 | 23.149 | 12.14 | 0.907 |
| PSL global ERA-Interim | mbar | 1011.481 | 1011.443 | 0.038 | 7.228 | 8.715 | 3.964 | 0.893 |
| FSNS global ERA-Interim | W/m2 | 177.776 | 168.554 | 9.222 | 94.271 | 84.912 | 21.054 | 0.983 |
| FLNS global ERA-Interim | W/m2 | 55.153 | 55.505 | -0.352 | 24.17 | 19.537 | 11.495 | 0.883 |
| NET_FLUX_SRF global ERA-Interim | W/m2 | 14.778 | 15.438 | -0.661 | 103.43 | 89.432 | 29.326 | 0.964 |
| PRECT global ERA-Interim | mm/day | 3.006 | 2.895 | 0.111 | 2.685 | 2.744 | 1.362 | 0.875 |
| TMQ global ERA-Interim | kg/m2 | 24.337 | 23.315 | 1.021 | 15.536 | 15.471 | 2.205 | 0.992 |
| U-850mb global ERA-Interim | m/s | 0.578 | 1.068 | -0.49 | 5.476 | 5.803 | 2.249 | 0.928 |
| U-200mb global ERA-Interim | m/s | 16.909 | 16.982 | -0.073 | 14.634 | 14.77 | 4.475 | 0.954 |
| Z3-500mb global ERA-Interim | hectometer | 56.267 | 56.403 | -0.136 | 2.505 | 2.696 | 0.401 | 0.992 |
| OMEGA-200mb global ERA-Interim | mbar/day | 0.176 | 0.003 | 0.173 | 17.325 | 12.846 | 10.533 | 0.796 |
| OMEGA-500mb global ERA-Interim | mbar/day | 0.049 | 0.0 | 0.049 | 27.305 | 28.163 | 18.848 | 0.769 |
| OMEGA-850mb global ERA-Interim | mbar/day | -0.041 | 2.169 | -2.21 | 26.737 | 43.814 | 33.012 | 0.599 |
| T-850mb global ERA-Interim | K | 277.724 | 279.836 | -2.113 | 21.571 | 11.945 | 17.54 | 0.596 |
| T-200mb global ERA-Interim | K | 218.508 | 219.213 | -0.705 | 2.881 | 3.076 | 2.539 | 0.666 |
| TAUXY ocean ERA-Interim | N/m^2 | 0.073 | 0.074 | -0.001 | 0.049 | 0.05 | 0.038 | 0.709 |
| LHFLX global MERRA2 | kg/m2/s | 87.059 | 83.743 | 3.317 | 64.409 | 60.476 | 20.419 | 0.95 |
| SHFLX global MERRA2 | W/m2 | 20.713 | 17.321 | 3.393 | 26.617 | 25.38 | 13.388 | 0.877 |
| PSL global MERRA2 | mbar | 1011.481 | 1011.062 | 0.419 | 7.231 | 8.618 | 4.366 | 0.864 |
| FSNS global MERRA2 | W/m2 | 177.776 | 167.777 | 9.999 | 94.315 | 86.198 | 23.938 | 0.975 |
| FLNS global MERRA2 | W/m2 | 55.153 | 61.18 | -6.027 | 24.223 | 19.629 | 13.494 | 0.869 |
| NET_FLUX_SRF global MERRA2 | W/m2 | 14.778 | 5.534 | 9.244 | 103.7 | 81.117 | 37.151 | 0.953 |
| PRECT global MERRA2 | mm/day | 3.006 | 2.926 | 0.08 | 2.693 | 3.068 | 1.617 | 0.851 |
| TMQ global MERRA2 | kg/m2 | 24.337 | 23.701 | 0.635 | 15.542 | 15.95 | 2.154 | 0.992 |
| U-850mb global MERRA2 | m/s | 0.581 | 0.912 | -0.33 | 5.498 | 6.076 | 2.297 | 0.928 |
| U-200mb global MERRA2 | m/s | 16.909 | 17.331 | -0.423 | 14.645 | 14.567 | 4.372 | 0.956 |
| Z3-500mb global MERRA2 | hectometer | 56.267 | 56.371 | -0.105 | 2.505 | 2.691 | 0.395 | 0.992 |
| OMEGA-200mb global MERRA2 | mbar/day | 0.176 | -0.098 | 0.274 | 17.391 | 12.84 | 9.973 | 0.824 |
| OMEGA-850mb global MERRA2 | mbar/day | -0.042 | 0.213 | -0.255 | 27.775 | 39.228 | 28.812 | 0.643 |
| T-850mb global MERRA2 | K | 279.374 | 277.333 | 2.04 | 12.362 | 25.078 | 15.351 | 0.608 |
| T-200mb global MERRA2 | K | 218.508 | 219.087 | -0.579 | 2.883 | 3.005 | 2.476 | 0.666 |
| TAUXY ocean MERRA2 | N/m^2 | 0.076 | 0.079 | -0.003 | 0.05 | 0.053 | 0.042 | 0.672 |
| CLDTOT_TAU1.3_ISCCP global ISCCPCOSP | % | 46.508 | 52.557 | -6.049 | 28.14 | 18.479 | 17.692 | 0.827 |
| CLDTOT_TAU1.3_9.4_ISCCP global ISCCPCOSP | % | 26.362 | 33.227 | -6.866 | 18.113 | 10.578 | 17.338 | 0.497 |
| CLDTOT_TAU9.4_ISCCP global ISCCPCOSP | % | 20.146 | 19.33 | 0.816 | 16.693 | 11.615 | 13.619 | 0.588 |
| CLDTOT_TAU1.3_MISR global MISRCOSP | % | 46.584 | 54.124 | -7.54 | 28.246 | 20.017 | 15.971 | 0.883 |
| CLDTOT_TAU1.3_9.4_MISR global MISRCOSP | % | 26.404 | 31.177 | -4.773 | 18.196 | 7.557 | 16.137 | 0.633 |
| CLDTOT_TAU9.4_MISR global MISRCOSP | % | 20.179 | 22.947 | -2.768 | 16.804 | 14.503 | 14.893 | 0.545 |
| 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 | % | 44.933 | 49.136 | -4.203 | 27.595 | 21.09 | 14.581 | 0.87 |
| CLDTOT_TAU1.3_9.4_MODIS global MODISCOSP | % | 25.112 | 25.207 | -0.095 | 17.51 | 8.754 | 15.021 | 0.513 |
| CLDTOT_TAU9.4_MODIS global MODISCOSP | % | 19.821 | 23.929 | -4.108 | 16.665 | 15.24 | 13.97 | 0.651 |
| CLDHGH_TAU1.3_MODIS global MODISCOSP | % | 44.933 | 28.028 | 16.905 | 27.595 | 19.236 | 24.355 | 0.775 |
| CLDHGH_TAU1.3_9.4_MODIS global MODISCOSP | % | 25.112 | 14.671 | 10.441 | 17.51 | 8.602 | 16.792 | 0.676 |
| CLDHGH_TAU9.4_MODIS global MODISCOSP | % | 19.821 | 13.357 | 6.464 | 16.665 | 12.317 | 16.768 | 0.465 |
| CLDTOT_CAL global CALIPSOCOSP | % | 57.542 | 67.777 | -10.234 | 27.202 | 16.171 | 20.707 | 0.77 |
| CLDLOW_CAL global CALIPSOCOSP | % | 35.524 | 38.152 | -2.628 | 28.452 | 17.496 | 19.315 | 0.756 |
| CLDMED_CAL global CALIPSOCOSP | % | 14.335 | 18.531 | -4.196 | 10.077 | 11.133 | 8.912 | 0.73 |
| CLDHGH_CAL global CALIPSOCOSP | % | 21.98 | 32.715 | -10.735 | 16.309 | 16.543 | 13.959 | 0.846 |
| TGCLDLWP_OCN global SSMI | g/m^2 | 46.978 | 93.988 | -47.01 | 26.317 | 28.235 | 48.097 | 0.698 |
| AODVIS global AOD_550 | dimensionless | 0.068 | 0.132 | -0.063 | 0.064 | 0.089 | 0.096 | 0.601 |
| TREFHT land ERA-Interim | DegC | 5.048 | 3.423 | 1.625 | 18.484 | 20.005 | 3.312 | 0.991 |
| TREFHT global ERA-Interim | DegC | 13.074 | 12.671 | 0.403 | 15.248 | 15.893 | 1.66 | 0.996 |
| TREFHT land MERRA2 | DegC | 5.398 | 2.683 | 2.715 | 19.309 | 19.753 | 3.984 | 0.99 |
| TREFHT global MERRA2 | DegC | 13.074 | 12.583 | 0.491 | 15.254 | 16.088 | 2.061 | 0.993 |
| PminusE global GPCP_OAFLux | mm/day | -0.003 | -0.183 | 0.181 | 2.634 | 2.551 | 1.276 | 0.895 |
| PminusE global COREv2_Flux | mm/day | -0.003 | -0.347 | 0.344 | 2.674 | 2.514 | 1.322 | 0.885 |