EITrans::apply_offset adds the offset values to a forecast ensemble. Offset values are calculated from EITrans::member_offset. Or you could simply use EITrans::EITrans which has built in a complete workflow for EITrans calibration.

apply_offset(ens, offset, pre_sorted = F, verbose = F)

Arguments

ens

A 4-dimensional array for ensemble forecasts. Dimensions should be [stations, times, lead times, members].

offset

Member offset values used to calibrate ensembles.

pre_sorted

Whether the ensemble members are pre-sorted from the lowest to the highest. Using pre-sorted ensembles can save runtime.

verbose

Whether to print messages.

Value

A calibrated ensemble