Test: MAML
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 | 2.786 | 2.665 | 0.12 | 2.933 | 2.161 | 1.69 | 0.823 |
| PRECT global GPCP_v2.3 | mm/day | 2.786 | 2.685 | 0.101 | 2.933 | 2.214 | 1.632 | 0.835 |
| SST global HadISST_CL | degC | 19.864 | 19.915 | -0.051 | 8.565 | 8.52 | 0.258 | 1.0 |
| SST global HadISST_PI | degC | 19.905 | 19.534 | 0.371 | 8.526 | 8.458 | 0.517 | 0.999 |
| SST global HadISST_PD | degC | 19.864 | 20.016 | -0.152 | 8.565 | 8.549 | 0.353 | 0.999 |
| SOLIN global ceres_ebaf_toa_v2.8 | W/m2 | 342.281 | 342.27 | 0.011 | 100.113 | 100.919 | 1.633 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v2.8 | dimensionless | 0.326 | 0.319 | 0.007 | 0.127 | 0.128 | 0.041 | 0.949 |
| ALBEDOC global ceres_ebaf_toa_v2.8 | dimensionless | 0.171 | 0.174 | -0.003 | 0.139 | 0.134 | 0.022 | 0.988 |
| RESTOM global ceres_ebaf_toa_v2.8 | W/m2 | 3.623 | 2.169 | 1.455 | 73.826 | 73.403 | 12.322 | 0.986 |
| FLUT global ceres_ebaf_toa_v2.8 | W/m2 | 236.292 | 239.775 | -3.484 | 30.433 | 31.346 | 9.828 | 0.956 |
| FLUTC global ceres_ebaf_toa_v2.8 | W/m2 | 262.705 | 265.486 | -2.782 | 31.286 | 30.458 | 5.15 | 0.991 |
| FSNTOA global ceres_ebaf_toa_v2.8 | W/m2 | 239.794 | 241.944 | -2.15 | 93.74 | 94.865 | 15.039 | 0.988 |
| FSNTOAC global ceres_ebaf_toa_v2.8 | W/m2 | 291.339 | 290.266 | 1.073 | 106.019 | 105.814 | 5.394 | 0.999 |
| SWCF global ceres_ebaf_toa_v2.8 | W/m2 | -51.544 | -48.322 | -3.223 | 28.778 | 26.543 | 15.874 | 0.845 |
| LWCF global ceres_ebaf_toa_v2.8 | W/m2 | 26.413 | 25.712 | 0.701 | 15.111 | 12.209 | 8.356 | 0.835 |
| NETCF global ceres_ebaf_toa_v2.8 | W/m2 | -25.131 | -22.61 | -2.521 | 20.946 | 22.202 | 13.017 | 0.826 |
| SOLIN global ceres_ebaf_toa_v4.0 | W/m2 | 342.281 | 342.237 | 0.044 | 100.113 | 100.782 | 1.647 | 1.0 |
| ALBEDO global ceres_ebaf_toa_v4.0 | dimensionless | 0.326 | 0.318 | 0.008 | 0.127 | 0.13 | 0.042 | 0.949 |
| ALBEDOC global ceres_ebaf_toa_v4.0 | dimensionless | 0.171 | 0.176 | -0.005 | 0.139 | 0.13 | 0.022 | 0.989 |
| RESTOM global ceres_ebaf_toa_v4.0 | W/m2 | 3.623 | 1.897 | 1.726 | 73.826 | 73.61 | 12.547 | 0.986 |
| FLUT global ceres_ebaf_toa_v4.0 | W/m2 | 236.292 | 240.463 | -4.171 | 30.433 | 31.347 | 10.162 | 0.955 |
| FLUTC global ceres_ebaf_toa_v4.0 | W/m2 | 262.705 | 268.313 | -5.609 | 31.286 | 31.616 | 6.97 | 0.991 |
| FSNTOA global ceres_ebaf_toa_v4.0 | W/m2 | 239.794 | 242.36 | -2.566 | 93.74 | 95.159 | 15.28 | 0.987 |
| FSNTOAC global ceres_ebaf_toa_v4.0 | W/m2 | 291.339 | 289.171 | 2.168 | 106.019 | 104.367 | 5.72 | 0.999 |
| SWCF global ceres_ebaf_toa_v4.0 | W/m2 | -51.544 | -46.811 | -4.733 | 28.778 | 25.913 | 16.935 | 0.828 |
| LWCF global ceres_ebaf_toa_v4.0 | W/m2 | 26.413 | 27.85 | -1.437 | 15.111 | 13.428 | 7.781 | 0.863 |
| NETCF global ceres_ebaf_toa_v4.0 | W/m2 | -25.131 | -18.961 | -6.171 | 20.946 | 21.41 | 14.999 | 0.792 |
| ALBEDO_SRF global ceres_ebaf_surface_v2.8 | dimensionless | 0.143 | 0.143 | 0.0 | 0.189 | 0.18 | 0.033 | 0.985 |
| SWCFSRF global ceres_ebaf_surface_v2.8 | W/m2 | -57.418 | -53.269 | -4.149 | 31.62 | 29.399 | 18.21 | 0.834 |
| LWCFSRF global ceres_ebaf_surface_v2.8 | W/m2 | 28.436 | 28.949 | -0.514 | 17.032 | 18.178 | 9.803 | 0.847 |
| NETCF_SRF global ceres_ebaf_surface_v2.8 | W/m2 | -28.982 | -24.319 | -4.663 | 31.389 | 28.674 | 14.957 | 0.892 |
| FLDS global ceres_ebaf_surface_v2.8 | W/m2 | 346.721 | 345.548 | 1.173 | 67.763 | 65.555 | 10.861 | 0.987 |
| FLDSC global ceres_ebaf_surface_v2.8 | W/m2 | 317.622 | 316.012 | 1.61 | 78.422 | 78.233 | 6.987 | 0.996 |
| FLNS global ceres_ebaf_surface_v2.8 | W/m2 | 51.89 | 53.366 | -1.476 | 20.221 | 19.228 | 9.943 | 0.877 |
| FLNSC global ceres_ebaf_surface_v2.8 | W/m2 | 80.326 | 82.316 | -1.99 | 17.18 | 18.847 | 8.777 | 0.891 |
| FSDS global ceres_ebaf_surface_v2.8 | W/m2 | 184.03 | 188.331 | -4.301 | 69.704 | 68.404 | 19.077 | 0.964 |
| FSDSC global ceres_ebaf_surface_v2.8 | W/m2 | 247.695 | 246.977 | 0.718 | 74.138 | 74.482 | 6.562 | 0.996 |
| FSNS global ceres_ebaf_surface_v2.8 | W/m2 | 160.866 | 163.96 | -3.095 | 72.914 | 71.312 | 17.439 | 0.972 |
| FSNSC global ceres_ebaf_surface_v2.8 | W/m2 | 218.284 | 217.229 | 1.054 | 85.057 | 83.468 | 8.019 | 0.996 |
| ALBEDO_SRF global ceres_ebaf_surface_v4.0 | dimensionless | 0.143 | 0.14 | 0.003 | 0.189 | 0.181 | 0.034 | 0.984 |
| SWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | -57.418 | -51.468 | -5.95 | 31.62 | 28.848 | 18.459 | 0.837 |
| LWCFSRF global ceres_ebaf_surface_v4.0 | W/m2 | 28.436 | 30.924 | -2.489 | 17.032 | 15.785 | 8.385 | 0.884 |
| NETCF_SRF global ceres_ebaf_surface_v4.0 | W/m2 | -28.982 | -20.544 | -8.438 | 31.389 | 26.247 | 16.727 | 0.889 |
| FLDS global ceres_ebaf_surface_v4.0 | W/m2 | 346.721 | 345.708 | 1.013 | 67.763 | 66.915 | 11.306 | 0.986 |
| FLDSC global ceres_ebaf_surface_v4.0 | W/m2 | 317.622 | 313.723 | 3.9 | 78.422 | 79.426 | 8.042 | 0.996 |
| FLNS global ceres_ebaf_surface_v4.0 | W/m2 | 51.89 | 53.183 | -1.293 | 20.221 | 18.903 | 9.859 | 0.877 |
| FLNSC global ceres_ebaf_surface_v4.0 | W/m2 | 80.326 | 84.107 | -3.781 | 17.18 | 18.749 | 8.495 | 0.914 |
| FSDS global ceres_ebaf_surface_v4.0 | W/m2 | 184.03 | 188.695 | -4.664 | 69.704 | 68.811 | 18.837 | 0.965 |
| FSDSC global ceres_ebaf_surface_v4.0 | W/m2 | 247.695 | 246.353 | 1.342 | 74.138 | 73.355 | 5.78 | 0.997 |
| FSNS global ceres_ebaf_surface_v4.0 | W/m2 | 160.866 | 165.297 | -4.432 | 72.914 | 72.061 | 17.355 | 0.973 |
| FSNSC global ceres_ebaf_surface_v4.0 | W/m2 | 218.284 | 216.766 | 1.518 | 85.057 | 81.931 | 7.735 | 0.997 |
| LHFLX global OAFlux | W/m2 | 79.96 | 88.968 | -9.008 | 57.344 | 43.207 | 23.98 | 0.919 |
| SHFLX global OAFlux | W/m2 | 21.096 | 10.372 | 10.724 | 21.837 | 10.935 | 14.851 | 0.305 |
| LHFLX global ERA-Interim | W/m2 | 79.96 | 81.768 | -1.808 | 57.344 | 51.219 | 18.062 | 0.951 |
| SHFLX global ERA-Interim | W/m2 | 21.096 | 16.597 | 4.499 | 21.837 | 18.651 | 11.818 | 0.866 |
| PSL global ERA-Interim | mbar | 1011.552 | 1011.255 | 0.297 | 11.05 | 8.888 | 3.007 | 0.978 |
| FSNS global ERA-Interim | W/m2 | 160.866 | 165.25 | -4.384 | 72.914 | 71.777 | 16.576 | 0.976 |
| FLNS global ERA-Interim | W/m2 | 51.89 | 56.165 | -4.275 | 20.221 | 18.9 | 10.574 | 0.88 |
| NET_FLUX_SRF global ERA-Interim | W/m2 | 7.92 | 10.72 | -2.8 | 49.1 | 47.75 | 20.693 | 0.911 |
| PRECT global ERA-Interim | mm/day | 2.786 | 2.917 | -0.131 | 3.043 | 2.591 | 1.637 | 0.844 |
| TMQ global ERA-Interim | kg/m2 | 25.718 | 24.11 | 1.608 | 15.222 | 14.862 | 2.928 | 0.987 |
| U-850mb global ERA-Interim | m/s | 1.698 | 1.173 | 0.525 | 6.186 | 5.595 | 1.781 | 0.961 |
| U-200mb global ERA-Interim | m/s | 16.67 | 15.733 | 0.938 | 12.92 | 13.14 | 4.079 | 0.954 |
| Z3-500mb global ERA-Interim | hectometer | 56.611 | 56.594 | 0.017 | 2.823 | 2.69 | 0.306 | 0.995 |
| OMEGA-200mb global ERA-Interim | mbar/day | 0.071 | 0.002 | 0.069 | 13.597 | 10.675 | 10.372 | 0.659 |
| OMEGA-500mb global ERA-Interim | mbar/day | -0.015 | -0.0 | -0.014 | 25.978 | 22.808 | 18.624 | 0.716 |
| OMEGA-850mb global ERA-Interim | mbar/day | -0.191 | 2.563 | -2.754 | 32.92 | 39.511 | 24.631 | 0.709 |
| T-850mb global ERA-Interim | K | 281.339 | 281.019 | 0.32 | 10.213 | 11.239 | 1.233 | 0.993 |
| T-200mb global ERA-Interim | K | 217.602 | 218.285 | -0.683 | 4.504 | 3.336 | 2.292 | 0.886 |
| TAUXY ocean ERA-Interim | N/m^2 | 0.087 | 0.069 | 0.018 | 0.067 | 0.055 | 0.033 | 0.902 |
| LHFLX global MERRA2 | W/m2 | 79.96 | 82.553 | -2.593 | 57.344 | 53.15 | 18.922 | 0.945 |
| SHFLX global MERRA2 | W/m2 | 21.096 | 18.309 | 2.787 | 21.837 | 23.071 | 10.701 | 0.896 |
| PSL global MERRA2 | mbar | 1011.552 | 1010.859 | 0.693 | 11.05 | 9.071 | 3.406 | 0.964 |
| FSNS global MERRA2 | W/m2 | 160.866 | 164.821 | -3.956 | 72.914 | 71.898 | 18.788 | 0.968 |
| FLNS global MERRA2 | W/m2 | 51.89 | 62.472 | -10.582 | 20.221 | 18.753 | 13.844 | 0.898 |
| NET_FLUX_SRF global MERRA2 | W/m2 | 7.92 | 1.487 | 6.432 | 49.1 | 42.937 | 23.696 | 0.886 |
| PRECT global MERRA2 | mm/day | 2.786 | 2.917 | -0.131 | 3.043 | 2.881 | 2.001 | 0.774 |
| TMQ global MERRA2 | kg/m2 | 25.718 | 24.618 | 1.1 | 15.222 | 15.455 | 2.743 | 0.987 |
| U-850mb global MERRA2 | m/s | 1.698 | 1.031 | 0.667 | 6.186 | 5.817 | 1.892 | 0.958 |
| U-200mb global MERRA2 | m/s | 16.67 | 16.109 | 0.561 | 12.92 | 12.848 | 3.952 | 0.954 |
| Z3-500mb global MERRA2 | hectometer | 56.611 | 56.575 | 0.036 | 2.823 | 2.685 | 0.31 | 0.995 |
| OMEGA-200mb global MERRA2 | mbar/day | 0.071 | -0.098 | 0.17 | 13.597 | 10.595 | 10.191 | 0.671 |
| OMEGA-500mb global MERRA2 | mbar/day | -0.015 | 0.053 | -0.068 | 25.978 | 24.495 | 20.372 | 0.676 |
| OMEGA-850mb global MERRA2 | mbar/day | -0.191 | 0.117 | -0.308 | 32.92 | 35.306 | 24.372 | 0.724 |
| T-200mb global MERRA2 | K | 217.602 | 218.047 | -0.445 | 4.504 | 3.477 | 2.157 | 0.891 |
| TAUXY ocean MERRA2 | N/m^2 | 0.087 | 0.074 | 0.013 | 0.067 | 0.058 | 0.031 | 0.904 |
| AODVIS global AOD_550 | dimensionless | 0.12 | 0.132 | -0.012 | 0.087 | 0.089 | 0.064 | 0.748 |
| TREFHT land ERA-Interim | DegC | 8.638 | 8.293 | 0.345 | 21.335 | 17.767 | 3.949 | 0.99 |
| TREFHT global ERA-Interim | DegC | 14.308 | 14.456 | -0.148 | 15.406 | 14.155 | 1.973 | 0.995 |
| TREFHT land MERRA2 | DegC | 8.638 | 7.724 | 0.914 | 21.335 | 18.725 | 3.199 | 0.991 |
| TREFHT global MERRA2 | DegC | 14.308 | 14.386 | -0.078 | 15.406 | 14.545 | 1.719 | 0.995 |
| PminusE global GPCP_OAFLux | mm/day | 0.025 | -0.1 | 0.125 | 2.927 | 2.41 | 1.823 | 0.838 |
| PminusE global COREv2_Flux | mm/day | 0.025 | -0.27 | 0.295 | 3.055 | 2.263 | 2.064 | 0.802 |