EnKF: wrapper for running EnKF

Description Usage Arguments

Description

wrapper for running EnKF

Usage

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EnKF(
  n_en = 100,
  start,
  stop,
  time_step = "days",
  obs_file = "A_EcoForecast/Data/lake_c_data.rds",
  driver_file = "A_EcoForecast/Data/lake_c_data.rds",
  n_states_est = 1,
  n_params_est = 1,
  n_params_obs = 0,
  decay_init = 0.005,
  obs_cv = 0.1,
  param_cv = 0.25,
  driver_cv = c(0.2, 0.2, 0.2),
  init_cond_cv = 0.1
)

Arguments

n_en

number of model ensembles

start

start date of model run

stop

date of model run

time_step

model time step, defaults to days

obs_file

observation file

driver_file

driver data file

n_states_est

number of states we're estimating

n_params_est

number of parameters we're estimating

n_params_obs

number of parameters for which we have observations

decay_init

initial decay rate of DOC

obs_cv

coefficient of variation of observations

param_cv

coefficient of variation of parameters

driver_cv

coefficient of variation of driver data for DOC Load, Discharge out, and Lake volume, respectively

init_cond_cv

initial condition CV (what we're )


robertladwig/thermod documentation built on Sept. 15, 2021, 1:52 a.m.