Test: MAML
Reference:
| Variables | Unit | Test_mean | Ref._mean | Mean_Bias | Test_STD | Ref._STD | RMSE | Correlation |
|---|---|---|---|---|---|---|---|---|
| PRECT global | mm/day | 2.894 | 2.908 | -0.014 | 3.545 | 3.436 | 1.8 | 0.867 |
| SST global | degC | 19.928 | 19.928 | 0.0 | 8.516 | 8.517 | 0.017 | 1.0 |
| SOLIN global | W/m2 | 330.484 | 330.478 | 0.006 | 139.636 | 139.813 | 0.285 | 1.0 |
| ALBEDO global | dimensionless | 0.332 | 0.334 | -0.002 | 0.123 | 0.122 | 0.027 | 0.977 |
| ALBEDOC global | dimensionless | 0.172 | 0.172 | -0.001 | 0.123 | 0.125 | 0.009 | 0.998 |
| RESTOM global | W/m2 | -8.213 | -8.889 | 0.676 | 85.205 | 84.963 | 6.749 | 0.997 |
| FLUT global | W/m2 | 238.016 | 237.997 | 0.019 | 35.255 | 34.892 | 7.601 | 0.977 |
| FLUTC global | W/m2 | 265.544 | 265.496 | 0.048 | 32.812 | 32.82 | 2.776 | 0.996 |
| FSNTOA global | W/m2 | 229.698 | 229.001 | 0.697 | 105.474 | 105.452 | 10.086 | 0.995 |
| FSNTOAC global | W/m2 | 283.455 | 283.262 | 0.193 | 124.134 | 124.381 | 3.583 | 1.0 |
| SWCF global | W/m2 | -53.757 | -54.261 | 0.504 | 38.863 | 38.827 | 10.349 | 0.965 |
| LWCF global | W/m2 | 27.528 | 27.499 | 0.029 | 17.796 | 17.381 | 6.046 | 0.941 |
| NETCF global | W/m2 | -26.23 | -26.762 | 0.532 | 33.112 | 33.033 | 7.839 | 0.972 |
| ALBEDO_SRF global | dimensionless | 0.143 | 0.143 | -0.0 | 0.184 | 0.186 | 0.013 | 0.997 |
| SWCFSRF global | W/m2 | -59.3 | -59.886 | 0.587 | 43.532 | 43.458 | 11.198 | 0.967 |
| LWCFSRF global | W/m2 | 27.901 | 28.256 | -0.355 | 17.458 | 17.35 | 3.52 | 0.98 |
| NETCF_SRF global | W/m2 | -31.399 | -31.631 | 0.231 | 42.292 | 42.654 | 9.583 | 0.975 |
| FLDS global | W/m2 | 355.864 | 355.186 | 0.677 | 65.324 | 65.423 | 6.348 | 0.995 |
| FLDSC global | W/m2 | 327.516 | 326.442 | 1.074 | 75.14 | 75.324 | 5.256 | 0.998 |
| FLNS global | W/m2 | 51.395 | 51.61 | -0.215 | 24.774 | 24.349 | 5.774 | 0.973 |
| FLNSC global | W/m2 | 79.295 | 79.866 | -0.571 | 20.899 | 20.812 | 4.152 | 0.981 |
| FSDS global | W/m2 | 169.545 | 169.069 | 0.476 | 85.484 | 85.022 | 12.928 | 0.989 |
| FSDSC global | W/m2 | 235.561 | 235.756 | -0.195 | 101.759 | 101.927 | 1.409 | 1.0 |
| FSNS global | W/m2 | 150.838 | 150.243 | 0.594 | 76.618 | 76.469 | 11.3 | 0.989 |
| FSNSC global | W/m2 | 210.137 | 210.13 | 0.007 | 94.074 | 94.445 | 3.777 | 0.999 |
| LHFLX global | W/m2 | 84.125 | 84.192 | -0.067 | 58.604 | 58.659 | 14.485 | 0.969 |
| SHFLX global | W/m2 | 23.773 | 23.006 | 0.767 | 24.114 | 23.151 | 6.289 | 0.966 |
| NET_FLUX_SRF global | W/m2 | -8.455 | -8.565 | 0.11 | 72.939 | 72.803 | 19.616 | 0.964 |
| TMQ global | kg/m2 | 27.524 | 27.217 | 0.307 | 15.201 | 15.178 | 1.976 | 0.992 |
| U-850mb global | m/s | 1.844 | 1.933 | -0.089 | 6.239 | 6.815 | 2.209 | 0.947 |
| OMEGA-850mb global | mbar/day | -0.174 | -0.15 | -0.023 | 35.951 | 36.504 | 17.404 | 0.883 |
| OMEGA-500mb global | mbar/day | -0.005 | -0.016 | 0.011 | 31.425 | 30.586 | 19.339 | 0.806 |
| OMEGA-200mb global | mbar/day | 0.067 | 0.072 | -0.005 | 17.177 | 16.447 | 10.712 | 0.798 |
| U-200mb global | m/s | 14.267 | 15.05 | -0.783 | 16.511 | 15.998 | 4.441 | 0.964 |
| Z3-500mb global | hectometer | 56.873 | 56.826 | 0.047 | 2.723 | 2.891 | 0.393 | 0.992 |
| T-850mb global | K | 282.887 | 282.572 | 0.316 | 10.082 | 10.015 | 1.257 | 0.993 |
| T-200mb global | K | 217.395 | 217.625 | -0.23 | 5.615 | 5.161 | 1.51 | 0.965 |
| PSL global | mbar | 1011.534 | 1011.492 | 0.043 | 9.241 | 11.248 | 3.767 | 0.951 |
| TGCLDLWP_OCN global | g/m^2 | 89.159 | 89.684 | -0.525 | 49.604 | 48.47 | 21.776 | 0.902 |
| AODVIS global | dimensionless | 0.132 | 0.132 | 0.001 | 0.113 | 0.111 | 0.01 | 0.996 |
| TREFHT global | DegC | 15.852 | 15.714 | 0.138 | 16.013 | 16.142 | 1.073 | 0.998 |
| TREFHT land | DegC | 13.209 | 12.805 | 0.404 | 23.843 | 24.046 | 1.729 | 0.998 |