| SHAP | SHapley Additive exPlanations | |
| XGBoost | eXtreme Gradient Boosting | |
| Label | Meteorological paramater | Unit |
| PRSS | Pressure at surface | hPa |
| MSLP | Pressure reduced to mean sea level | hPa |
| TPP6 | Accumulated precipitation (6 h accumulation) | m |
| MOFI | Momentum flux intensity (3- or 6-h average) | |
| MOFD | Momentum flux direction (3- or 6-h average) | |
| SHTF | Sensible heat net flux at surface (3- or 6-h average) | |
| DSWF | Downward short wave radiation flux (3- or 6-h average) | |
| RH2M | Relative Humidity at 2 m AGL | % |
| WS | Wind speed at 10 m AGL | |
| WD | Wind direction at 10 m AGL | |
| TO2M | Temperature at 2 m AGL | C |
| TCLD | Total cloud cover (3- or 6-h average) | % |
| SHGT | Geopotential height | gpm * |
| CAPE | Convective available potential energy | |
| CINH | Convective inhibition | |
| LISD | Standard lifted index | C |
| LIB4 | Best 4-layer lifted index | C |
| PBLH | Planetary boundary layer height | m |
| TMPS | Temperature at surface | C |
| CPP6 ** | Accumulated convective precipitation (6 h accumulation) | m |
| SOLM | Volumetric soil moisture content | frac. |
| CSNO | Categorial snow (yes = 1, no = 0) (3- or 6-h average) | |
| CICE | Categorial ice (yes = 1, no = 0) (3- or 6-h average) | |
| CFZR | Categorial freezing rain (yes = 1, no = 0) (3- or 6-h average) | |
| CRAI | Categorial rain (yes = 1, no = 0) (3- or 6-h average) | |
| LHTF | Latent heat net flux at surface (3- or 6-h average) | W/m |
| LCLD | Low cloud cover (3- or 6-h average) | % |
| MCLD | Middle cloud cover (3- or 6-h average) | % |
| HCLD | High cloud cover (3- or 6-h average) | % |
| * geopotential meters | ||
| ** Beginning with 00 UTC July 15, 2019, CPPA (total accumulation) instead of CPP6 (6-h accumulation) | ||