baselineSpectra: Baseline Correction of a Spectra Object

In bryanhanson/ChemoSpec: Exploratory Chemometrics for Spectroscopy

Baseline Correction of a Spectra Object

Description

This function mostly wraps functions in package baseline which carries out a variety of baseline correction routines. A simple linear correction method is also available.

Usage

baselineSpectra(spectra, int = TRUE, retC = FALSE, show = 1, ...)

Arguments

spectra	An object of S3 class Spectra().
int	Logical; if TRUE, do the correction interactively using widgets. No results are saved. Use this for inspection and exploration only. Automatically overriden to FALSE if interactive() returns FALSE. This is necessary so that plots appear in vignettes etc.
retC	Logical: shall the baseline-corrected spectra be returned in the Spectra object?
show	Integer. A (single) sample number for which you wish to see the results of the baseline correction. By "sample number" we mean the rows in the spectra$data matrix. To find a specific sample type spectra$names to see which row contains that sample.
...	Other arguments passed downstream. The relevant ones can be found in baseline. Be sure to pay attention to argument method as you will probably want to use it. You can also use method = "linear" for a simple linear fit, see Details.

Details

In plots using methods from the baseline package, the x axis ticks give the data point index, not the original values from your data. Note that you cannot zoom the non-interactive display of corrected spectra because the underlying function hardwires the display. Try the interactive version instead (int = TRUE), or use plotSpectra on the corrected data. In addition to the methods provided by baseline, you can also use method = "linear". This correction is handled locally, and is very simple: a line is drawn from the first data point to the last, and this becomes the new baseline. This is most suitable for cases in which the baseline rises or falls steadily, as is often seen in chromatograms.

Value

If int = TRUE, an interactive plot is created. If int = FALSE and retC = FALSE, an object of class baseline is returned (see baseline-class). If int = FALSE and retC = TRUE, a Spectra object containing the corrected spectra is returned. In these latter two cases plots are also drawn.

Author(s)

Bryan A. Hanson (DePauw University).

See Also

Additional documentation at https://bryanhanson.github.io/ChemoSpec/

Examples

# You need to install package "baseline" for this example
if (requireNamespace("baseline", quietly = TRUE)) {
  data(SrE.IR)
  temp <- baselineSpectra(SrE.IR, int = FALSE, method = "modpolyfit")
}

bryanhanson/ChemoSpec documentation built on Feb. 10, 2024, 1:17 a.m.