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Fill missing values across an aniframe's spatial columns

Source: R/replace_na_across.R
replace_na_across.Rd

[Experimental]

The aniframe-level entry point to the replace_na_*() family. Fills gaps in the columns given by the variables_where metadata field, within the frame's existing grouping — so a gap is never filled by interpolating between two different tracks.

Usage

replace_na_across(
  data,
  method = c("linear", "spline", "stine", "locf", "value"),
  variables = NULL,
  ...
)

Arguments

data

An aniframe.

method

Character string specifying the replacement method:

  • "linear": Linear interpolation (default)

  • "spline": Spline interpolation for smoother curves

  • "stine": Stineman interpolation preserving data shape

  • "locf": Last observation carried forward

  • "value": Replace with a constant value

variables

Columns to fill, as a tidyselect expression. Defaults to the variables_where metadata field.

...

Arguments passed to replace_na_with(), such as value, min_gap and max_gap.

Value

An aniframe of the same shape, with gaps filled.

See also

replace_na_with() for the vector-level generic.

Examples

if (FALSE) { # \dontrun{
replace_na_across(tracking_data, "linear", max_gap = 5)
replace_na_across(tracking_data, "value", value = 0, variables = c(x, y))
} # }