LHC_model: wrapper function for LHC calibration

In aemon-j/LakeEnsemblR: Run Ensemble of Lake Models

wrapper function for LHC calibration

Description

A wrapper function for the latin hypercube calibration, used in cali_ensemble when cmethod == "LHC".

Usage

LHC_model(
  pars,
  type,
  model,
  var,
  config_file,
  met,
  folder,
  out_f,
  outf_n,
  obs_deps,
  obs_out,
  out_hour,
  qualfun,
  config_f,
  nout_fun
)

Arguments

pars	data.frame with all parameter sets for the latinhypercube sampling, each row is a set of parameters for which the model is to be run. colnames must be the parameter names
type	character vector specifying the type of parameter. can be either '"met"' for meteo scaling or "model" for model specific parameters, must have one value per column of 'pars'
model	the model name for which to run the function
var	variable for which to calculate the model performance (usually this is '"temp"')
config_file	path to the master config file
met	data.frame with the model specific meteo data, which is then feed to scale_meteo
folder	root folder
out_f	folder in the root folder where the output of the LHC should be written to
outf_n	name of the output file in which the model performance for every parameter set is written
obs_deps	depths of observations
obs_out	data.frame with the observations of 'var'
out_hour	FLake specific: hout of output
qualfun	function that takes data.frames of observations and simulations and returns model performance metrics
nout_fun	number of values returned by 'qualfun'.

aemon-j/LakeEnsemblR documentation built on April 11, 2025, 10:09 p.m.