The Data Processing Pipeline for the MUSE Instrument

Abstract

Processing of raw data from modern astronomical instruments is nowadays often carried out using dedicated software, so-called "pipelines" which are largely run in automated operation. In this paper we describe the data reduction pipeline of the Multi Unit Spectroscopic Explorer (MUSE) integral field spectrograph operated at ESO's Paranal observatory. This spectrograph is a complex machine: it records data of 1152 separate spatial elements on detectors in its 24 integral field units. Efficiently handling such data requires sophisticated software, a high degree of automation and parallelization. We describe the algorithms of all processing steps that operate on calibrations and science data in detail, and explain how the raw science data gets transformed into calibrated datacubes. We finally check the quality of selected procedures and output data products, and demonstrate that the pipeline provides datacubes ready for scientific analysis.

31 pages, 19 figures, includes the short appendix. Paper accepted by A&A. Software available from ESO (https://www.eso.org/sci/software/pipelines/muse/muse-pipe-recipes.html) and AIP (https://data.aip.de/projects/musepipeline.html)

References in corpus (50)

• Gaia Data Release 2: The astrometric solution
• Cosmic-Ray Rejection by Laplacian Edge Detection
• Molecfit: A general tool for telluric absorption correction. I. Method and application to ESO instruments
• Automated data reduction workflows for astronomy
• Optimal Techniques in Two-dimensional Spectroscopy: Background Subtraction for the 21st Century
• The SAURON project. I. The panoramic integral-field spectrograph
• Two accreting protoplanets around the young star PDS 70
• Representations of celestial coordinates in FITS
• PMAS, the Potsdam Multi-Aperture Spectrophotometer. I. Design, Manufacture, and Performance
• The MUSE Hubble Ultra Deep Field Survey: I. Survey description, data reduction and source detection
• ZAP -- Enhanced PCA Sky Subtraction for Integral Field Spectroscopy
• Ubiquitous giant Ly $\alpha$ nebulae around the brightest quasars at $z\sim 3.5$ revealed with MUSE
• Extended Lyman alpha haloes around individual high-redshift galaxies revealed by MUSE
• A method to remove residual OH emission from near infrared spectra
• The MUSE 3D view of the Hubble Deep Field South
• A stellar census in globular clusters with MUSE: The contribution of rotation to cluster dynamics studied with 200 000 stars
• PEPSI: The high-resolution echelle spectrograph and polarimeter for the Large Binocular Telescope
• Resolving stellar populations with crowded field 3D spectroscopy
• Nearly all the sky is covered by Lyman-alpha emission around high redshift galaxies
• A Fast Algorithm for Cosmic Rays Removal from Single Images
• The MUSE-Wide Survey: Survey Description and First Data Release
• MUSE crowded field 3D spectroscopy of over 12,000 stars in the globular cluster NGC 6397 - I. The first comprehensive spectroscopic HRD of a globular cluster
• The SAMI Galaxy Survey: Data Release Two with absorption-line physics value-added products
• A MUSE map of the central Orion Nebula (M 42)
• Exploring the mass assembly of the early-type disc galaxy NGC3115 with MUSE
• Image reduction pipeline for the detection of variable sources in highly crowded fields
• Integral-field spectroscopy of the quadruple QSO HE 0435-1223: Evidence for microlensing
• The Pillars of Creation revisited with MUSE: gas kinematics and high-mass stellar feedback traced by optical spectroscopy
• LSDCat: Detection and cataloguing of emission-line sources in integral-field spectroscopy datacubes
• Skycorr: A general tool for spectroscopic sky subtraction
• Physics-based model of the adaptive-optics corrected point-spread-function
• The luminosity function of Ly-alpha emitters at 2.3 < z < 4.6 from integral-field spectroscopy
• The MUSE Ultra Deep Field (MUDF). II. Survey design and the gaseous properties of galaxy groups at 0.5 < z < 1.5
• Cluster kinematics and stellar rotation in NGC 419 with MUSE and adaptive optics
• p3d: a general data-reduction tool for fiber-fed integral-field spectrographs
• Kinematics, Turbulence and Star Formation of z ~1 Strongly Lensed Galaxies seen with MUSE
• On the Origin of Diffuse Ionized Gas in the Antennae Galaxy
• PyCosmic: a robust method to detect cosmics in CALIFA and other fiber-fed integral-field spectroscopy datasets
• The VIMOS Integral Field Unit: data reduction methods and quality assessment
• MUSE crowded field 3D spectroscopy in NGC300 I. First results from central fields
• Latitudinal variation in the abundance of methane (CH4) above the clouds in Neptune's atmosphere from VLT/MUSE Narrow Field Mode Observations
• MUSE observations of the lensing cluster SMACSJ2031.8-4036: new constraints on the mass distribution in the cluster core
• Integral Field Spectroscopy of Faint Haloes of Planetary Nebulae
• Spatially resolved spectroscopy of planetary nebulae and their halos I. Five galactic disk objects
• Analysis of gaseous ammonia (NH${}_3$) absorption in the visible spectrum of Jupiter - Update
• Ionization processes in a local analogue of distant clumpy galaxies: VLT MUSE IFU spectroscopy and FORS deep images of the TDG NGC 5291N
• Rotational and rotational-vibrational Raman spectroscopy of air to characterize astronomical spectrographs
• Three Dimensional Optimal Spectral Extraction (TDOSE) from Integral Field Spectroscopy
• MUSE-AO view of the starburst-AGN connection: NGC 7130
• New Parametrizations of Non-Gaussian Line-of-sight Velocity Distribution

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