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) |