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. 2023 Apr 21;11(4):394. doi: 10.3390/toxics11040394
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) Nm2
MOFD Momentum flux direction (3- or 6-h average) °
SHTF Sensible heat net flux at surface (3- or 6-h average) Wm2
DSWF Downward short wave radiation flux (3- or 6-h average) Wm2
RH2M Relative Humidity at 2 m AGL %
WS Wind speed at 10 m AGL ms1
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 JKg1
CINH Convective inhibition JKg1
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/m2
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)