Test: SHOC+ZM
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 | 3.06 | 2.677 | 0.382 | 2.7 | 2.326 | 1.313 | 0.885 |
| PRECT global GPCP_v2.3 | mm/day | 3.06 | 2.699 | 0.36 | 2.7 | 2.369 | 1.292 | 0.888 |
| TREFHT land_60S90N CRU | DegC | 6.278 | 5.461 | 0.817 | 17.728 | 20.01 | 3.657 | 0.987 |
| SST global HadISST_CL | degC | 19.152 | 19.886 | -0.734 | 8.97 | 8.586 | 3.655 | 0.918 |
| SST global HadISST_PI | degC | 19.189 | 19.523 | -0.334 | 8.941 | 8.522 | 3.591 | 0.917 |
| SST global HadISST_PD | degC | 19.152 | 19.962 | -0.81 | 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 | 0.346 | 0.349 | -0.003 | 0.131 | 0.416 | 0.39 | 0.351 |
| ALBEDOC global ceres_ebaf_toa_v4.1 | dimensionless | 0.19 | 0.212 | -0.023 | 0.153 | 0.279 | 0.213 | 0.664 |
| RESTOM global ceres_ebaf_toa_v4.1 | W/m2 | 2.582 | 7.946 | -5.364 | 96.025 | 95.935 | 22.771 | 0.973 |
| FLUT global ceres_ebaf_toa_v4.1 | W/m2 | 239.6 | 237.474 | 2.126 | 33.303 | 32.743 | 8.684 | 0.968 |
| FLUTC global ceres_ebaf_toa_v4.1 | W/m2 | 260.214 | 263.309 | -3.094 | 32.878 | 32.648 | 5.211 | 0.992 |
| FSNTOA global ceres_ebaf_toa_v4.1 | W/m2 | 242.097 | 245.42 | -3.323 | 116.071 | 117.178 | 24.32 | 0.979 |
| FSNTOAC global ceres_ebaf_toa_v4.1 | W/m2 | 297.749 | 294.647 | 3.102 | 140.662 | 138.14 | 8.566 | 0.999 |
| SWCF global ceres_ebaf_toa_v4.1 | W/m2 | -55.652 | -49.227 | -6.425 | 35.62 | 36.987 | 24.055 | 0.797 |
| LWCF global ceres_ebaf_toa_v4.1 | W/m2 | 20.614 | 25.835 | -5.221 | 13.005 | 14.322 | 8.358 | 0.89 |
| NETCF global ceres_ebaf_toa_v4.1 | W/m2 | -35.038 | -23.392 | -11.646 | 32.126 | 33.269 | 24.44 | 0.785 |
| 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 | 0.346 | 0.351 | -0.005 | 0.131 | 0.438 | 0.413 | 0.336 |
| ALBEDOC global ceres_ebaf_toa_v4.0 | dimensionless | 0.19 | 0.212 | -0.023 | 0.153 | 0.278 | 0.21 | 0.673 |
| RESTOM global ceres_ebaf_toa_v4.0 | W/m2 | 2.582 | 7.885 | -5.303 | 96.025 | 95.894 | 22.846 | 0.973 |
| FLUT global ceres_ebaf_toa_v4.0 | W/m2 | 239.6 | 237.395 | 2.205 | 33.303 | 32.837 | 8.693 | 0.968 |
| FLUTC global ceres_ebaf_toa_v4.0 | W/m2 | 260.214 | 265.278 | -5.064 | 32.878 | 34.719 | 7.158 | 0.99 |
| FSNTOA global ceres_ebaf_toa_v4.0 | W/m2 | 242.097 | 245.28 | -3.183 | 116.071 | 117.229 | 24.431 | 0.978 |
| FSNTOAC global ceres_ebaf_toa_v4.0 | W/m2 | 297.749 | 294.947 | 2.802 | 140.662 | 138.445 | 8.474 | 0.998 |
| SWCF global ceres_ebaf_toa_v4.0 | W/m2 | -55.652 | -49.667 | -5.985 | 35.62 | 37.369 | 23.986 | 0.798 |
| LWCF global ceres_ebaf_toa_v4.0 | W/m2 | 20.614 | 27.883 | -7.269 | 13.005 | 16.045 | 10.543 | 0.882 |
| NETCF global ceres_ebaf_toa_v4.0 | W/m2 | -35.038 | -21.784 | -13.254 | 32.126 | 33.237 | 25.703 | 0.773 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.1 | dimensionless | 0.169 | 0.162 | 0.007 | 0.209 | 0.206 | 0.05 | 0.971 |
| SWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | -62.403 | -52.803 | -9.6 | 40.813 | 40.802 | 26.939 | 0.81 |
| LWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | 34.715 | 28.212 | 6.503 | 20.801 | 15.042 | 12.418 | 0.874 |
| NETCF_SRF global ceres_ebaf_surface_v4.1 | W/m2 | -27.687 | -24.591 | -3.097 | 38.956 | 38.96 | 23.81 | 0.816 |
| FLDS global ceres_ebaf_surface_v4.1 | W/m2 | 343.33 | 336.6 | 6.729 | 74.253 | 76.368 | 13.325 | 0.989 |
| FLDSC global ceres_ebaf_surface_v4.1 | W/m2 | 308.138 | 308.658 | -0.52 | 83.927 | 84.859 | 7.314 | 0.996 |
| FLNS global ceres_ebaf_surface_v4.1 | W/m2 | 49.047 | 53.34 | -4.292 | 23.423 | 18.158 | 12.76 | 0.863 |
| FLNSC global ceres_ebaf_surface_v4.1 | W/m2 | 83.763 | 81.552 | 2.211 | 17.373 | 17.691 | 7.611 | 0.914 |
| FSDS global ceres_ebaf_surface_v4.1 | W/m2 | 188.078 | 192.761 | -4.683 | 90.651 | 90.928 | 27.327 | 0.956 |
| FSDSC global ceres_ebaf_surface_v4.1 | W/m2 | 256.627 | 251.584 | 5.043 | 112.018 | 110.286 | 8.313 | 0.998 |
| FSNS global ceres_ebaf_surface_v4.1 | W/m2 | 162.33 | 167.555 | -5.225 | 84.073 | 86.391 | 25.788 | 0.956 |
| FSNSC global ceres_ebaf_surface_v4.1 | W/m2 | 224.733 | 220.358 | 4.375 | 111.584 | 108.865 | 9.959 | 0.997 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.0 | dimensionless | 0.169 | 0.163 | 0.006 | 0.209 | 0.208 | 0.05 | 0.971 |
| SWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | -62.403 | -54.88 | -7.523 | 40.813 | 41.89 | 26.686 | 0.809 |
| LWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | 34.715 | 30.933 | 3.782 | 20.801 | 15.499 | 11.292 | 0.868 |
| NETCF_SRF global ceres_ebaf_surface_v4.0 | W/m2 | -27.687 | -23.947 | -3.74 | 38.956 | 38.604 | 23.59 | 0.82 |
| FLDS global ceres_ebaf_surface_v4.0 | W/m2 | 343.33 | 336.354 | 6.975 | 74.253 | 76.503 | 13.452 | 0.989 |
| FLDSC global ceres_ebaf_surface_v4.0 | W/m2 | 308.138 | 304.906 | 3.232 | 83.927 | 86.505 | 8.588 | 0.996 |
| FLNS global ceres_ebaf_surface_v4.0 | W/m2 | 49.047 | 53.293 | -4.245 | 23.423 | 18.078 | 12.757 | 0.863 |
| FLNSC global ceres_ebaf_surface_v4.0 | W/m2 | 83.763 | 84.226 | -0.463 | 17.373 | 18.695 | 7.979 | 0.905 |
| FSDS global ceres_ebaf_surface_v4.0 | W/m2 | 188.078 | 193.015 | -4.937 | 90.651 | 90.977 | 27.276 | 0.956 |
| FSDSC global ceres_ebaf_surface_v4.0 | W/m2 | 256.627 | 254.406 | 2.221 | 112.018 | 111.034 | 6.099 | 0.999 |
| FSNS global ceres_ebaf_surface_v4.0 | W/m2 | 162.33 | 167.644 | -5.314 | 84.073 | 86.525 | 25.902 | 0.956 |
| FSNSC global ceres_ebaf_surface_v4.0 | W/m2 | 224.733 | 222.524 | 2.208 | 111.584 | 109.792 | 8.661 | 0.997 |
| LHFLX global OAFlux | kg/m2/s | 88.708 | 92.617 | -3.91 | 66.6 | 45.307 | 30.977 | 0.944 |
| SHFLX global OAFlux | W/m2 | 21.571 | 11.992 | 9.579 | 26.151 | 18.938 | 14.798 | 0.873 |
| LHFLX global ERA-Interim | kg/m2/s | 88.708 | 81.795 | 6.913 | 66.657 | 58.272 | 20.751 | 0.96 |
| SHFLX global ERA-Interim | W/m2 | 21.571 | 15.816 | 5.755 | 26.208 | 23.149 | 12.834 | 0.899 |
| PSL global ERA-Interim | mbar | 1011.496 | 1011.443 | 0.053 | 7.484 | 8.715 | 3.705 | 0.906 |
| FSNS global ERA-Interim | W/m2 | 162.33 | 168.554 | -6.223 | 84.091 | 84.912 | 23.396 | 0.964 |
| FLNS global ERA-Interim | W/m2 | 49.048 | 55.505 | -6.457 | 23.44 | 19.537 | 12.366 | 0.895 |
| NET_FLUX_SRF global ERA-Interim | W/m2 | 2.933 | 15.438 | -12.506 | 101.56 | 89.432 | 35.681 | 0.947 |
| PRECT global ERA-Interim | mm/day | 3.06 | 2.895 | 0.165 | 2.728 | 2.744 | 1.342 | 0.882 |
| TMQ global ERA-Interim | kg/m2 | 24.273 | 23.315 | 0.958 | 15.621 | 15.471 | 2.162 | 0.992 |
| U-850mb global ERA-Interim | m/s | 0.661 | 1.068 | -0.407 | 5.431 | 5.803 | 2.145 | 0.934 |
| U-200mb global ERA-Interim | m/s | 16.701 | 16.982 | -0.281 | 14.934 | 14.77 | 4.61 | 0.952 |
| Z3-500mb global ERA-Interim | hectometer | 56.245 | 56.403 | -0.157 | 2.52 | 2.696 | 0.402 | 0.992 |
| OMEGA-200mb global ERA-Interim | mbar/day | 0.177 | 0.003 | 0.175 | 17.731 | 12.846 | 10.898 | 0.792 |
| OMEGA-500mb global ERA-Interim | mbar/day | 0.039 | 0.0 | 0.039 | 28.034 | 28.163 | 18.929 | 0.773 |
| OMEGA-850mb global ERA-Interim | mbar/day | 0.005 | 2.169 | -2.164 | 27.405 | 43.814 | 32.535 | 0.613 |
| T-850mb global ERA-Interim | K | 277.606 | 279.836 | -2.23 | 21.48 | 11.945 | 17.467 | 0.597 |
| T-200mb global ERA-Interim | K | 218.653 | 219.213 | -0.56 | 3.079 | 3.076 | 2.875 | 0.58 |
| TAUXY ocean ERA-Interim | N/m^2 | 0.075 | 0.074 | 0.001 | 0.05 | 0.05 | 0.036 | 0.73 |
| LHFLX global MERRA2 | kg/m2/s | 88.708 | 83.743 | 4.965 | 66.895 | 60.476 | 21.298 | 0.952 |
| SHFLX global MERRA2 | W/m2 | 21.571 | 17.321 | 4.25 | 26.465 | 25.38 | 14.321 | 0.862 |
| PSL global MERRA2 | mbar | 1011.496 | 1011.062 | 0.434 | 7.488 | 8.618 | 4.105 | 0.881 |
| FSNS global MERRA2 | W/m2 | 162.33 | 167.777 | -5.447 | 84.138 | 86.198 | 28.885 | 0.945 |
| FLNS global MERRA2 | W/m2 | 49.048 | 61.18 | -12.132 | 23.497 | 19.629 | 17.663 | 0.838 |
| NET_FLUX_SRF global MERRA2 | W/m2 | 2.933 | 5.534 | -2.601 | 101.858 | 81.117 | 40.018 | 0.93 |
| PRECT global MERRA2 | mm/day | 3.06 | 2.926 | 0.134 | 2.737 | 3.068 | 1.627 | 0.85 |
| TMQ global MERRA2 | kg/m2 | 24.273 | 23.701 | 0.572 | 15.628 | 15.95 | 2.074 | 0.992 |
| U-850mb global MERRA2 | m/s | 0.665 | 0.912 | -0.246 | 5.454 | 6.076 | 2.173 | 0.936 |
| U-200mb global MERRA2 | m/s | 16.701 | 17.331 | -0.63 | 14.945 | 14.567 | 4.555 | 0.954 |
| Z3-500mb global MERRA2 | hectometer | 56.245 | 56.371 | -0.126 | 2.521 | 2.691 | 0.392 | 0.992 |
| OMEGA-200mb global MERRA2 | mbar/day | 0.177 | -0.098 | 0.275 | 17.8 | 12.84 | 10.188 | 0.827 |
| OMEGA-500mb global MERRA2 | mbar/day | 0.039 | 0.056 | -0.017 | 28.188 | 29.996 | 21.145 | 0.738 |
| OMEGA-850mb global MERRA2 | mbar/day | 0.005 | 0.213 | -0.208 | 28.446 | 39.228 | 28.557 | 0.652 |
| T-850mb global MERRA2 | K | 279.239 | 277.333 | 1.906 | 12.37 | 25.078 | 15.205 | 0.612 |
| T-200mb global MERRA2 | K | 218.653 | 219.087 | -0.434 | 3.08 | 3.005 | 2.825 | 0.579 |
| TAUXY ocean MERRA2 | N/m^2 | 0.077 | 0.079 | -0.001 | 0.051 | 0.053 | 0.04 | 0.697 |
| CLDTOT_TAU1.3_ISCCP global ISCCPCOSP | % | 58.092 | 52.557 | 5.535 | 24.604 | 18.479 | 16.343 | 0.782 |
| CLDTOT_TAU1.3_9.4_ISCCP global ISCCPCOSP | % | 31.613 | 33.227 | -1.615 | 16.251 | 10.578 | 14.041 | 0.531 |
| CLDTOT_TAU9.4_ISCCP global ISCCPCOSP | % | 26.48 | 19.33 | 7.15 | 17.104 | 11.615 | 17.941 | 0.397 |
| CLDTOT_TAU1.3_MISR global MISRCOSP | % | 58.188 | 54.124 | 4.064 | 24.669 | 20.017 | 16.645 | 0.789 |
| CLDTOT_TAU1.3_9.4_MISR global MISRCOSP | % | 31.664 | 31.177 | 0.487 | 16.314 | 7.557 | 13.456 | 0.59 |
| CLDTOT_TAU9.4_MISR global MISRCOSP | % | 26.524 | 22.947 | 3.577 | 17.219 | 14.503 | 19.587 | 0.246 |
| 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 | % | 56.138 | 49.136 | 7.002 | 24.368 | 21.09 | 16.645 | 0.79 |
| CLDTOT_TAU1.3_9.4_MODIS global MODISCOSP | % | 29.992 | 25.207 | 4.785 | 15.923 | 8.754 | 14.255 | 0.54 |
| CLDTOT_TAU9.4_MODIS global MODISCOSP | % | 26.145 | 23.929 | 2.216 | 17.1 | 15.24 | 17.4 | 0.434 |
| CLDHGH_TAU1.3_MODIS global MODISCOSP | % | 56.138 | 28.028 | 28.109 | 24.368 | 19.236 | 32.424 | 0.756 |
| CLDHGH_TAU1.3_9.4_MODIS global MODISCOSP | % | 29.992 | 14.671 | 15.321 | 15.923 | 8.602 | 19.001 | 0.734 |
| CLDHGH_TAU9.4_MODIS global MODISCOSP | % | 26.145 | 13.357 | 12.788 | 17.1 | 12.317 | 21.969 | 0.302 |
| CLDTOT_CAL global CALIPSOCOSP | % | 68.586 | 67.777 | 0.809 | 22.761 | 16.171 | 14.697 | 0.765 |
| CLDLOW_CAL global CALIPSOCOSP | % | 48.105 | 38.152 | 9.953 | 27.066 | 17.496 | 17.953 | 0.861 |
| CLDMED_CAL global CALIPSOCOSP | % | 14.879 | 18.531 | -3.651 | 10.046 | 11.133 | 8.797 | 0.72 |
| CLDHGH_CAL global CALIPSOCOSP | % | 21.944 | 32.715 | -10.771 | 16.613 | 16.543 | 13.815 | 0.858 |
| TGCLDLWP_OCN global SSMI | g/m^2 | 61.39 | 93.988 | -32.598 | 25.739 | 28.235 | 36.655 | 0.54 |
| AODVIS global AOD_550 | dimensionless | 0.072 | 0.132 | -0.059 | 0.066 | 0.089 | 0.093 | 0.608 |
| TREFHT land ERA-Interim | DegC | 4.436 | 3.423 | 1.013 | 18.769 | 20.005 | 3.066 | 0.99 |
| TREFHT global ERA-Interim | DegC | 12.787 | 12.671 | 0.115 | 15.499 | 15.893 | 1.558 | 0.995 |
| TREFHT land MERRA2 | DegC | 4.744 | 2.683 | 2.061 | 19.611 | 19.753 | 3.634 | 0.989 |
| TREFHT global MERRA2 | DegC | 12.787 | 12.583 | 0.204 | 15.505 | 16.088 | 1.924 | 0.993 |
| PminusE global GPCP_OAFLux | mm/day | -0.006 | -0.183 | 0.178 | 2.737 | 2.551 | 1.317 | 0.899 |
| PminusE global COREv2_Flux | mm/day | -0.006 | -0.347 | 0.341 | 2.779 | 2.514 | 1.4 | 0.883 |