p3d: a general data-reduction tool for fiber-fed integral-field spectrographs

TL;DR

p3d is a versatile, semi-automatic data reduction tool for fiber-fed integral-field spectrographs, featuring novel spectrum tracing, optimal extraction, and correction algorithms, tested successfully on simulated and real data.

Contribution

The paper introduces p3d, a new general data-reduction tool with innovative spectrum tracing and extraction methods for fiber-fed IFSs, enhancing accuracy and automation.

Findings

p3d accurately reduces IFS data with minimal human intervention.

Correction for spectral cross-talk is essential for accurate results.

p3d is adaptable to multiple instruments and extendable with new features.

Abstract

The reduction of integral-field spectrograph (IFS) data is demanding work. Many repetitive operations are required in order to convert raw data into, typically a large number of, spectra. This effort can be markedly simplified through the use of a tool or pipeline, which is designed to complete many of the repetitive operations without human interaction. Here we present our semi-automatic data-reduction tool p3d that is designed to be used with fiber-fed IFSs. Important components of p3d include a novel algorithm for automatic finding and tracing of spectra on the detector, and two methods of optimal spectrum extraction in addition to standard aperture extraction. p3d also provides tools to combine several images, perform wavelength calibration and flat field data. p3d is at the moment configured for four IFSs. In order to evaluate its performance we have tested the different components of the tool. For these tests we used both simulated and observational data. We demonstrate that for three of the IFSs a correction for so-called cross-talk due to overlapping spectra on the detector is required. Without such a correction spectra will be inaccurate, in particular if there is a significant intensity gradient across the object. Our tests showed that p3d is able to produce accurate results. p3d is a highly general and freely available tool. It is easily extended to include improved algorithms, new visualization tools and support for additional instruments. The program code can be downloaded from the p3d-project web site http://p3d.sourceforge.net