Test: MAML
Reference:
| Variables | Unit | Test_mean | Ref._mean | Mean_Bias | Test_STD | Ref._STD | RMSE | Correlation |
|---|---|---|---|---|---|---|---|---|
| PRECT global | mm/day | 2.832 | 2.838 | -0.006 | 2.893 | 2.95 | 1.689 | 0.833 |
| SST global | degC | 19.854 | 19.854 | 0.0 | 8.986 | 8.987 | 0.011 | 1.0 |
| SOLIN global | W/m2 | 338.356 | 338.353 | 0.003 | 100.547 | 100.63 | 0.091 | 1.0 |
| ALBEDO global | dimensionless | 0.327 | 0.33 | -0.002 | 0.126 | 0.124 | 0.026 | 0.978 |
| ALBEDOC global | dimensionless | 0.176 | 0.175 | 0.0 | 0.143 | 0.142 | 0.009 | 0.998 |
| RESTOM global | W/m2 | 2.906 | 1.706 | 1.2 | 69.975 | 70.149 | 5.61 | 0.997 |
| FLUT global | W/m2 | 234.08 | 234.342 | -0.261 | 29.991 | 29.606 | 8.146 | 0.963 |
| FLUTC global | W/m2 | 261.58 | 261.928 | -0.348 | 33.225 | 32.72 | 2.622 | 0.997 |
| FSNTOA global | W/m2 | 236.865 | 235.924 | 0.94 | 91.636 | 91.062 | 9.558 | 0.995 |
| FSNTOAC global | W/m2 | 286.913 | 287.023 | -0.11 | 101.852 | 101.701 | 2.825 | 1.0 |
| SWCF global | W/m2 | -50.049 | -51.099 | 1.05 | 26.74 | 27.432 | 9.58 | 0.939 |
| LWCF global | W/m2 | 27.5 | 27.586 | -0.086 | 14.127 | 14.597 | 6.582 | 0.896 |
| NETCF global | W/m2 | -22.549 | -23.513 | 0.964 | 18.867 | 19.292 | 5.983 | 0.952 |
| ALBEDO_SRF global | dimensionless | 0.153 | 0.153 | 0.0 | 0.202 | 0.201 | 0.012 | 0.998 |
| SWCFSRF global | W/m2 | -55.655 | -56.869 | 1.215 | 29.065 | 29.841 | 10.242 | 0.941 |
| LWCFSRF global | W/m2 | 27.404 | 27.897 | -0.493 | 16.688 | 16.639 | 3.307 | 0.981 |
| NETCF_SRF global | W/m2 | -28.25 | -28.972 | 0.722 | 29.314 | 30.763 | 8.903 | 0.958 |
| FLDS global | W/m2 | 344.891 | 344.776 | 0.115 | 71.634 | 70.327 | 6.249 | 0.996 |
| FLDSC global | W/m2 | 316.795 | 316.132 | 0.664 | 81.352 | 80.456 | 4.454 | 0.999 |
| FLNS global | W/m2 | 52.128 | 52.492 | -0.364 | 20.016 | 20.506 | 5.047 | 0.969 |
| FLNSC global | W/m2 | 79.532 | 80.389 | -0.857 | 18.92 | 19.039 | 3.49 | 0.984 |
| FSDS global | W/m2 | 183.552 | 182.381 | 1.171 | 71.109 | 70.995 | 11.817 | 0.986 |
| FSDSC global | W/m2 | 245.673 | 245.822 | -0.149 | 74.224 | 74.423 | 1.248 | 1.0 |
| FSNS global | W/m2 | 158.99 | 158.054 | 0.935 | 71.078 | 70.746 | 10.725 | 0.989 |
| FSNSC global | W/m2 | 214.644 | 214.924 | -0.279 | 80.615 | 80.567 | 2.95 | 0.999 |
| LHFLX global | W/m2 | 82.385 | 82.849 | -0.464 | 55.271 | 57.061 | 13.743 | 0.971 |
| SHFLX global | W/m2 | 22.041 | 21.861 | 0.18 | 20.986 | 20.529 | 5.196 | 0.969 |
| NET_FLUX_SRF global | W/m2 | 2.436 | 0.853 | 1.583 | 42.462 | 42.76 | 19.106 | 0.9 |
| TMQ global | kg/m2 | 25.687 | 25.423 | 0.264 | 15.772 | 15.666 | 1.704 | 0.994 |
| U-850mb global | m/s | 1.431 | 1.367 | 0.063 | 6.138 | 6.471 | 1.791 | 0.961 |
| OMEGA-850mb global | mbar/day | -0.208 | -0.167 | -0.041 | 31.354 | 32.114 | 15.636 | 0.878 |
| OMEGA-500mb global | mbar/day | -0.01 | -0.002 | -0.009 | 25.185 | 26.119 | 17.872 | 0.758 |
| OMEGA-200mb global | mbar/day | 0.072 | 0.069 | 0.003 | 12.898 | 12.751 | 10.182 | 0.685 |
| U-200mb global | m/s | 18.471 | 17.921 | 0.551 | 13.012 | 13.524 | 3.896 | 0.958 |
| Z3-500mb global | hectometer | 56.549 | 56.517 | 0.032 | 2.774 | 2.788 | 0.236 | 0.996 |
| T-850mb global | K | 281.034 | 280.864 | 0.169 | 10.584 | 10.44 | 0.932 | 0.996 |
| T-200mb global | K | 217.686 | 218.647 | -0.961 | 3.425 | 3.484 | 2.065 | 0.86 |
| PSL global | mbar | 1011.715 | 1011.695 | 0.021 | 9.989 | 10.049 | 2.137 | 0.977 |
| TGCLDLWP_OCN global | g/m^2 | 84.47 | 86.34 | -1.87 | 39.741 | 40.138 | 19.948 | 0.876 |
| AODVIS global | dimensionless | 0.101 | 0.101 | 0.0 | 0.078 | 0.077 | 0.007 | 0.996 |
| TREFHT global | DegC | 13.813 | 13.833 | -0.02 | 16.684 | 16.448 | 0.989 | 0.998 |
| TREFHT land | DegC | 6.658 | 6.687 | -0.028 | 23.203 | 22.874 | 1.545 | 0.998 |
| TAUXY ocean | N/m^2 | 0.083 | 0.078 | 0.005 | 0.061 | 0.06 | 0.028 | 0.893 |