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 | 3.26 | 2.675 | 0.586 | 2.324 | 1.922 | 1.133 | 0.913 |
| PRECT global GPCP_v2.3 | mm/day | 3.26 | 2.69 | 0.57 | 2.324 | 1.934 | 1.125 | 0.912 |
| TREFHT land_60S90N CRU | DegC | 14.813 | 12.853 | 1.961 | 13.401 | 13.166 | 2.666 | 0.992 |
| SST global HadISST_CL | degC | 20.068 | 20.124 | -0.056 | 8.384 | 8.321 | 0.203 | 1.0 |
| SST global HadISST_PI | degC | 20.068 | 19.711 | 0.358 | 8.384 | 8.3 | 0.488 | 0.999 |
| SST global HadISST_PD | degC | 20.068 | 20.213 | -0.145 | 8.384 | 8.34 | 0.295 | 1.0 |
| SOLIN global ceres_ebaf_toa_v4.1 | W/m2 | 340.26 | 340.267 | -0.006 | 72.713 | 72.726 | 0.314 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.1 | dimensionless | 0.323 | 0.314 | 0.009 | 0.108 | 0.12 | 0.038 | 0.952 |
| ALBEDOC global ceres_ebaf_toa_v4.1 | dimensionless | 0.168 | 0.176 | -0.008 | 0.127 | 0.121 | 0.023 | 0.986 |
| RESTOM global ceres_ebaf_toa_v4.1 | W/m2 | -6.053 | 0.927 | -6.98 | 50.316 | 56.014 | 13.294 | 0.983 |
| FLUT global ceres_ebaf_toa_v4.1 | W/m2 | 243.265 | 240.313 | 2.952 | 29.739 | 29.746 | 6.519 | 0.981 |
| FLUTC global ceres_ebaf_toa_v4.1 | W/m2 | 263.54 | 266.126 | -2.585 | 30.518 | 29.773 | 4.204 | 0.994 |
| FSNTOA global ceres_ebaf_toa_v4.1 | W/m2 | 237.149 | 241.24 | -4.09 | 74.818 | 80.108 | 13.654 | 0.988 |
| FSNTOAC global ceres_ebaf_toa_v4.1 | W/m2 | 289.423 | 286.549 | 2.874 | 83.885 | 82.664 | 6.718 | 0.997 |
| SWCF global ceres_ebaf_toa_v4.1 | W/m2 | -52.273 | -45.309 | -6.964 | 23.21 | 20.241 | 15.058 | 0.82 |
| LWCF global ceres_ebaf_toa_v4.1 | W/m2 | 20.275 | 25.813 | -5.538 | 10.371 | 11.0 | 7.04 | 0.919 |
| NETCF global ceres_ebaf_toa_v4.1 | W/m2 | -31.998 | -19.497 | -12.501 | 17.505 | 15.098 | 17.163 | 0.749 |
| SOLIN global ceres_ebaf_toa_v4.0 | W/m2 | 340.26 | 340.276 | -0.015 | 72.713 | 72.729 | 0.316 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.0 | dimensionless | 0.323 | 0.314 | 0.009 | 0.108 | 0.12 | 0.039 | 0.951 |
| ALBEDOC global ceres_ebaf_toa_v4.0 | dimensionless | 0.168 | 0.175 | -0.007 | 0.127 | 0.123 | 0.022 | 0.986 |
| RESTOM global ceres_ebaf_toa_v4.0 | W/m2 | -6.053 | 0.859 | -6.912 | 50.316 | 56.024 | 13.292 | 0.983 |
| FLUT global ceres_ebaf_toa_v4.0 | W/m2 | 243.265 | 240.257 | 3.008 | 29.739 | 29.761 | 6.525 | 0.981 |
| FLUTC global ceres_ebaf_toa_v4.0 | W/m2 | 263.54 | 268.249 | -4.709 | 30.518 | 31.263 | 5.969 | 0.993 |
| FSNTOA global ceres_ebaf_toa_v4.0 | W/m2 | 237.149 | 241.117 | -3.967 | 74.818 | 80.146 | 13.663 | 0.988 |
| FSNTOAC global ceres_ebaf_toa_v4.0 | W/m2 | 289.423 | 286.923 | 2.5 | 83.885 | 82.945 | 6.429 | 0.998 |
| SWCF global ceres_ebaf_toa_v4.0 | W/m2 | -52.273 | -45.806 | -6.468 | 23.21 | 20.576 | 14.772 | 0.823 |
| LWCF global ceres_ebaf_toa_v4.0 | W/m2 | 20.275 | 27.991 | -7.716 | 10.371 | 12.282 | 9.144 | 0.92 |
| NETCF global ceres_ebaf_toa_v4.0 | W/m2 | -31.998 | -17.814 | -14.184 | 17.505 | 15.115 | 18.868 | 0.718 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.1 | dimensionless | 0.148 | 0.143 | 0.005 | 0.181 | 0.173 | 0.031 | 0.986 |
| SWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | -57.574 | -48.201 | -9.374 | 25.192 | 21.71 | 17.425 | 0.814 |
| LWCFSRF global ceres_ebaf_surface_v4.1 | W/m2 | 28.654 | 27.457 | 1.197 | 17.128 | 14.402 | 8.863 | 0.859 |
| NETCF_SRF global ceres_ebaf_surface_v4.1 | W/m2 | -28.92 | -20.743 | -8.177 | 23.655 | 20.786 | 15.14 | 0.843 |
| FLDS global ceres_ebaf_surface_v4.1 | W/m2 | 347.46 | 345.466 | 1.995 | 70.177 | 66.27 | 9.885 | 0.992 |
| FLDSC global ceres_ebaf_surface_v4.1 | W/m2 | 317.667 | 317.799 | -0.133 | 78.835 | 76.288 | 7.001 | 0.996 |
| FLNS global ceres_ebaf_surface_v4.1 | W/m2 | 53.066 | 53.458 | -0.391 | 22.208 | 17.711 | 11.01 | 0.872 |
| FLNSC global ceres_ebaf_surface_v4.1 | W/m2 | 81.72 | 80.915 | 0.805 | 18.096 | 17.192 | 6.647 | 0.931 |
| FSDS global ceres_ebaf_surface_v4.1 | W/m2 | 182.413 | 186.873 | -4.46 | 53.309 | 55.401 | 17.112 | 0.955 |
| FSDSC global ceres_ebaf_surface_v4.1 | W/m2 | 245.949 | 240.978 | 4.971 | 50.041 | 48.271 | 7.758 | 0.993 |
| FSNS global ceres_ebaf_surface_v4.1 | W/m2 | 158.089 | 163.717 | -5.628 | 57.761 | 61.844 | 15.741 | 0.972 |
| FSNSC global ceres_ebaf_surface_v4.1 | W/m2 | 215.664 | 211.918 | 3.746 | 66.056 | 63.841 | 8.76 | 0.993 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.0 | dimensionless | 0.148 | 0.144 | 0.005 | 0.181 | 0.174 | 0.032 | 0.985 |
| SWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | -57.574 | -50.235 | -7.339 | 25.192 | 22.305 | 16.373 | 0.817 |
| LWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | 28.654 | 30.068 | -1.414 | 17.128 | 14.711 | 8.433 | 0.874 |
| NETCF_SRF global ceres_ebaf_surface_v4.0 | W/m2 | -28.92 | -20.167 | -8.753 | 23.655 | 20.463 | 14.899 | 0.86 |
| FLDS global ceres_ebaf_surface_v4.0 | W/m2 | 347.46 | 345.277 | 2.183 | 70.177 | 66.344 | 9.853 | 0.992 |
| FLDSC global ceres_ebaf_surface_v4.0 | W/m2 | 317.667 | 314.466 | 3.2 | 78.835 | 77.709 | 7.596 | 0.996 |
| FLNS global ceres_ebaf_surface_v4.0 | W/m2 | 53.066 | 53.408 | -0.342 | 22.208 | 17.6 | 11.019 | 0.872 |
| FLNSC global ceres_ebaf_surface_v4.0 | W/m2 | 81.72 | 83.476 | -1.756 | 18.096 | 18.046 | 6.468 | 0.941 |
| FSDS global ceres_ebaf_surface_v4.0 | W/m2 | 182.413 | 187.216 | -4.803 | 53.309 | 55.394 | 17.035 | 0.956 |
| FSDSC global ceres_ebaf_surface_v4.0 | W/m2 | 245.949 | 243.864 | 2.086 | 50.041 | 48.19 | 5.224 | 0.996 |
| FSNS global ceres_ebaf_surface_v4.0 | W/m2 | 158.089 | 163.89 | -5.8 | 57.761 | 61.838 | 15.729 | 0.972 |
| FSNSC global ceres_ebaf_surface_v4.0 | W/m2 | 215.664 | 214.125 | 1.539 | 66.056 | 64.156 | 7.35 | 0.994 |
| LHFLX global OAFlux | kg/m2/s | 94.343 | 93.697 | 0.647 | 56.853 | 37.492 | 30.739 | 0.951 |
| SHFLX global OAFlux | W/m2 | 15.965 | 10.428 | 5.537 | 18.109 | 8.383 | 7.365 | 0.776 |
| LHFLX global ERA-Interim | kg/m2/s | 94.343 | 83.172 | 11.171 | 56.853 | 50.224 | 17.739 | 0.974 |
| SHFLX global ERA-Interim | W/m2 | 15.965 | 17.459 | -1.494 | 18.109 | 16.867 | 7.532 | 0.913 |
| PSL global ERA-Interim | mbar | 1011.249 | 1011.302 | -0.052 | 6.103 | 8.141 | 3.09 | 0.946 |
| FSNS global ERA-Interim | W/m2 | 158.089 | 163.729 | -5.64 | 57.761 | 58.922 | 15.197 | 0.971 |
| FLNS global ERA-Interim | W/m2 | 53.066 | 56.192 | -3.126 | 22.208 | 18.108 | 9.547 | 0.92 |
| NET_FLUX_SRF global ERA-Interim | W/m2 | -5.362 | 6.905 | -12.268 | 31.062 | 27.254 | 20.657 | 0.845 |
| PRECT global ERA-Interim | mm/day | 3.26 | 2.925 | 0.335 | 2.356 | 2.283 | 0.847 | 0.944 |
| TMQ global ERA-Interim | kg/m2 | 25.195 | 24.41 | 0.786 | 14.68 | 14.303 | 1.62 | 0.996 |
| U-850mb global ERA-Interim | m/s | 0.623 | 1.097 | -0.475 | 5.028 | 5.397 | 1.502 | 0.968 |
| U-200mb global ERA-Interim | m/s | 16.443 | 15.687 | 0.755 | 12.435 | 12.313 | 2.682 | 0.978 |
| Z3-500mb global ERA-Interim | hectometer | 56.561 | 56.618 | -0.058 | 2.475 | 2.575 | 0.228 | 0.997 |
| OMEGA-200mb global ERA-Interim | mbar/day | 0.154 | 0.002 | 0.151 | 11.079 | 9.33 | 5.946 | 0.844 |
| OMEGA-500mb global ERA-Interim | mbar/day | 0.018 | 0.0 | 0.018 | 20.696 | 20.601 | 12.003 | 0.831 |
| OMEGA-850mb global ERA-Interim | mbar/day | -0.162 | 2.55 | -2.712 | 26.094 | 37.976 | 20.434 | 0.753 |
| T-850mb global ERA-Interim | K | 280.62 | 281.125 | -0.505 | 10.795 | 10.891 | 1.483 | 0.997 |
| T-200mb global ERA-Interim | K | 217.534 | 218.818 | -1.284 | 2.343 | 2.015 | 1.513 | 0.943 |
| TAUXY ocean ERA-Interim | N/m^2 | 0.076 | 0.067 | 0.008 | 0.046 | 0.051 | 0.026 | 0.865 |
| LHFLX global MERRA2 | kg/m2/s | 94.343 | 84.374 | 9.97 | 56.853 | 52.092 | 17.962 | 0.966 |
| SHFLX global MERRA2 | W/m2 | 15.965 | 18.961 | -2.996 | 18.109 | 20.663 | 10.858 | 0.863 |
| PSL global MERRA2 | mbar | 1011.249 | 1010.9 | 0.349 | 6.103 | 8.313 | 3.452 | 0.932 |
| FSNS global MERRA2 | W/m2 | 158.089 | 164.068 | -5.979 | 57.761 | 61.911 | 16.405 | 0.97 |
| FLNS global MERRA2 | W/m2 | 53.066 | 62.112 | -9.046 | 22.208 | 17.836 | 13.925 | 0.883 |
| NET_FLUX_SRF global MERRA2 | W/m2 | -5.362 | -1.379 | -3.984 | 31.062 | 27.253 | 19.678 | 0.789 |
| PRECT global MERRA2 | mm/day | 3.26 | 2.953 | 0.307 | 2.356 | 2.56 | 1.513 | 0.822 |
| TMQ global MERRA2 | kg/m2 | 25.195 | 24.944 | 0.252 | 14.68 | 14.816 | 1.45 | 0.995 |
| U-850mb global MERRA2 | m/s | 0.623 | 0.943 | -0.32 | 5.028 | 5.646 | 1.527 | 0.968 |
| U-200mb global MERRA2 | m/s | 16.443 | 16.088 | 0.355 | 12.435 | 11.968 | 2.665 | 0.977 |
| Z3-500mb global MERRA2 | hectometer | 56.561 | 56.597 | -0.036 | 2.475 | 2.569 | 0.231 | 0.997 |
| OMEGA-200mb global MERRA2 | mbar/day | 0.154 | -0.1 | 0.253 | 11.079 | 9.306 | 5.688 | 0.859 |
| OMEGA-500mb global MERRA2 | mbar/day | 0.018 | 0.05 | -0.032 | 20.696 | 22.137 | 14.669 | 0.767 |
| OMEGA-850mb global MERRA2 | mbar/day | -0.162 | 0.173 | -0.335 | 26.094 | 32.55 | 21.301 | 0.726 |
| T-850mb global MERRA2 | K | 280.62 | 277.934 | 2.686 | 10.795 | 26.877 | 14.506 | 0.565 |
| T-200mb global MERRA2 | K | 217.534 | 218.64 | -1.106 | 2.343 | 2.072 | 1.368 | 0.941 |
| TAUXY ocean MERRA2 | N/m^2 | 0.076 | 0.072 | 0.003 | 0.046 | 0.053 | 0.027 | 0.859 |
| CLDTOT_TAU1.3_ISCCP global ISCCPCOSP | % | 51.419 | 51.964 | -0.545 | 20.675 | 16.389 | 12.184 | 0.809 |
| CLDTOT_TAU1.3_9.4_ISCCP global ISCCPCOSP | % | 25.75 | 33.221 | -7.471 | 11.761 | 9.694 | 12.213 | 0.609 |
| CLDTOT_TAU9.4_ISCCP global ISCCPCOSP | % | 25.668 | 18.743 | 6.925 | 12.497 | 10.097 | 13.37 | 0.505 |
| CLDTOT_TAU1.3_MISR global MISRCOSP | % | 51.418 | 54.162 | -2.744 | 20.811 | 18.838 | 13.209 | 0.766 |
| CLDTOT_TAU1.3_9.4_MISR global MISRCOSP | % | 25.75 | 31.925 | -6.175 | 11.843 | 7.848 | 7.907 | 0.633 |
| CLDTOT_TAU9.4_MISR global MISRCOSP | % | 25.668 | 22.237 | 3.431 | 12.624 | 12.378 | 12.678 | 0.585 |
| CLDLOW_TAU1.3_MISR global MISRCOSP | % | 0.0 | 32.126 | -32.126 | 0.0 | 15.893 | 35.843 | nan |
| CLDLOW_TAU1.3_9.4_MISR global MISRCOSP | % | 0.0 | 20.985 | -20.985 | 0.0 | 8.441 | 22.619 | nan |
| CLDLOW_TAU9.4_MISR global MISRCOSP | % | 0.0 | 11.141 | -11.141 | 0.0 | 8.388 | 13.946 | nan |
| CLDTOT_TAU1.3_MODIS global MODISCOSP | % | 47.841 | 48.129 | -0.287 | 20.181 | 19.63 | 11.72 | 0.827 |
| CLDTOT_TAU1.3_9.4_MODIS global MODISCOSP | % | 24.235 | 24.606 | -0.371 | 11.25 | 8.203 | 8.424 | 0.667 |
| CLDTOT_TAU9.4_MODIS global MODISCOSP | % | 23.606 | 23.523 | 0.084 | 12.426 | 13.484 | 10.564 | 0.67 |
| CLDHGH_TAU1.3_MODIS global MODISCOSP | % | 47.841 | 27.171 | 20.67 | 20.181 | 18.236 | 25.202 | 0.723 |
| CLDHGH_TAU1.3_9.4_MODIS global MODISCOSP | % | 24.235 | 14.24 | 9.995 | 11.25 | 8.324 | 12.467 | 0.749 |
| CLDHGH_TAU9.4_MODIS global MODISCOSP | % | 23.606 | 12.931 | 10.675 | 12.426 | 10.988 | 16.053 | 0.481 |
| CLDTOT_CAL global CALIPSOCOSP | % | 62.525 | 67.251 | -4.726 | 19.792 | 14.647 | 12.159 | 0.824 |
| CLDLOW_CAL global CALIPSOCOSP | % | 40.784 | 37.948 | 2.836 | 22.38 | 17.515 | 11.052 | 0.885 |
| CLDMED_CAL global CALIPSOCOSP | % | 10.864 | 18.088 | -7.224 | 7.399 | 9.678 | 9.146 | 0.82 |
| CLDHGH_CAL global CALIPSOCOSP | % | 25.933 | 32.041 | -6.108 | 14.951 | 13.127 | 9.057 | 0.888 |
| TGCLDLWP_OCN global SSMI | g/m^2 | 49.769 | 95.636 | -45.867 | 21.032 | 24.473 | 45.169 | 0.706 |
| AODVIS global AOD_550 | dimensionless | 0.098 | 0.132 | -0.033 | 0.068 | 0.089 | 0.067 | 0.762 |
| TREFHT land ERA-Interim | DegC | 10.424 | 8.108 | 2.316 | 18.79 | 17.724 | 2.998 | 0.992 |
| TREFHT global ERA-Interim | DegC | 14.897 | 14.411 | 0.486 | 14.236 | 14.109 | 1.275 | 0.997 |
| TREFHT land MERRA2 | DegC | 10.424 | 7.653 | 2.77 | 18.79 | 18.492 | 3.389 | 0.992 |
| TREFHT global MERRA2 | DegC | 14.897 | 14.339 | 0.558 | 14.236 | 14.441 | 1.647 | 0.994 |
| PminusE global GPCP_OAFLux | mm/day | -0.0 | -0.132 | 0.132 | 2.383 | 2.166 | 1.067 | 0.928 |
| PminusE global COREv2_Flux | mm/day | -0.0 | -0.291 | 0.291 | 2.429 | 2.099 | 1.214 | 0.907 |