univariate_ensemble_analogs: EITrans::univariate_ensemble_analogs

In Weiming-Hu/EITrans: Empirical Inverse Transform Function for Ensemble Calibration

Description

EITrans::univariate_ensemble_analogs generates analogs using univariate ensemble forecasts. It only returns the time indices where the most similar historical ensemble forecasts are found.

Usage

univariate_ensemble_analogs(
  ens,
  ens_times,
  ens_flts,
  ens_times_train,
  ens_times_dev,
  circular_ens = F,
  config = NULL
)

Arguments

ens	A 4-dimensional array for ensemble forecasts. Dimensions should be [stations, times, lead times, members].
ens_times	A vector for ensemble forecast times.
ens_flts	A vector for ensemble forecast lead times.
ens_times_train	Training times from the ensemble forecast times.
ens_times_dev	Development times from the ensemble forecast times.
circular_ens	Whether the ensemble forecast variable is circular.

Author(s)

Weiming Hu [e-mail]

Weiming-Hu/EITrans documentation built on March 26, 2021, 8:43 p.m.