step_baro_least_squares: step_baro_clark

In jkennel/hydrorecipes: Hydrogeology steps

step_baro_clark

Description

Least squares solution for calculating barometric efficiency

Usage

step_baro_least_squares(
  .rec,
  water_level,
  barometric_pressure,
  lag_space = 1L,
  inverse = FALSE,
  differences = FALSE,
  role = "augment",
  ...
)

Arguments

.rec	the R6 recipe object.
lag_space	integer spacing for lags, useful for higher frequency monitoring
inverse	logical whether the barometric relationship is inverse
differences	numeric vector number of samples between differences
role	character - the name of the role
...	additional arguments

Value

barometric efficiency using least squares

See Also

Other barometric: step_baro_clark(), step_baro_harmonic()

Examples

data(kennel_2020)

least_squares <- recipe(wl~., kennel_2020) |>
  step_baro_least_squares(wl, baro) |> # 1 minutes (every minute differences)
  step_baro_least_squares(wl, baro, lag_space = 1440, differences = TRUE) |> # 1440 minutes (daily differences)
  prep() |>
  bake()

least_squares$get_step_data("barometric_efficiency")

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