step_baro_harmonic: step_baro_harmonic

In jkennel/hydrorecipes: Hydrogeology steps

step_baro_harmonic

Description

Estimate the static barometric efficiency using harmonic methods (Ratio, Acworth, Rau, Transfer)

Usage

step_baro_harmonic(
  .rec,
  time,
  water_level,
  barometric_pressure,
  earth_tide,
  frequency = c(1.9324, 2),
  cycle_size = 86400,
  start = 0,
  inverse = FALSE,
  role = "augment",
  ...
)

Arguments

.rec	the R6 recipe object.
water_level	variable unquoted water level column name
barometric_pressure	variable unquoted barometric pressure column name
earth_tide	variable unquoted Earth tide column name
frequency	numeric vector - the frequencies of the sin and cos curves
cycle_size	numeric - the period of the sin and cos curves
inverse	logical whether the barometric relationship is inverse
role	character - the name of the role
...	additional arguments

Value

double barometric efficiency using different methods

References

Acworth, R.I., Halloran, L.J., Rau, G.C., Cuthbert, M.O. and Bernardi, T.L., 2016. An objective frequency domain method for quantifying confined aquifer compressible storage using Earth and atmospheric tides. Geophysical Research Letters, 43(22), pp.11-671.

See Also

Other barometric: step_baro_clark(), step_baro_least_squares()

Examples

data("kennel_2020")
library(data.table)
library(collapse)

formula <- as.formula(wl~.)
frec = recipe(formula = formula, data = kennel_2020) |>
 step_baro_harmonic(datetime,
                    wl,
                    baro,
                    et,
                    inverse = FALSE)

jkennel/hydrorecipes documentation built on Dec. 24, 2024, 5:38 p.m.