Gemini Planet Imager observational calibrations I: Overview of the GPI data reduction pipeline

The Gemini Planet Imager (GPI) has as its science instrument an infrared integral field spectrograph/polarimeter (IFS). Integral field spectrographs are scientificially powerful but require sophisticated data reduction systems. For GPI to achieve its scientific goals of exoplanet and disk characterization, IFS data must be reconstructed into high quality astrometrically and photometrically accurate datacubes in both spectral and polarization modes, via flexible software that is usable by the broad Gemini community. The data reduction pipeline developed by the GPI instrument team to meet these needs is now publicly available following GPI’s commissioning. This paper, the first of a series, provides a broad overview of GPI data reduction, summarizes key steps, and presents the overall software framework and implementation. Subsequent papers describe in more detail the algorithms necessary for calibrating GPI data. The GPI data reduction pipeline is open source, available from planetimager.org, and will continue to be enhanced throughout the life of the instrument. It implements an extensive suite of task primitives that can be assembled into reduction recipes to produce calibrated datasets ready for scientific analysis. Angular, spectral, and polarimetric differential imaging are supported. Graphical tools automate the production and editing of recipes, an integrated calibration database manages reference files, and an interactive data viewer customized for high contrast imaging allows for exploration and manipulation of data.

[1]  Daren Dillon,et al.  MEMS adaptive optics for the Gemini Planet Imager: control methods and validation , 2008, SPIE MOEMS-MEMS.

[2]  Alfred Krabbe,et al.  Control software for OSIRIS: an infrared integral-field spectrograph for the Keck adaptive optics system , 2004, SPIE Astronomical Telescopes + Instrumentation.

[3]  I. A. Steele,et al.  A fully automated data reduction pipeline for the FRODOSpec integral field spectrograph , 2011, 1112.2574.

[4]  Andrew W. Serio,et al.  First light of the Gemini Planet Imager , 2014, Proceedings of the National Academy of Sciences.

[5]  Eliot F. Young,et al.  Titan imagery with Keck adaptive optics during and after probe entry , 2006 .

[6]  Bruce A. Macintosh,et al.  The Gemini Planet Imager: from science to design to construction , 2008, Astronomical Telescopes + Instrumentation.

[7]  Simon Thibault,et al.  Performance of the integral field spectrograph for the Gemini Planet Imager , 2012, Other Conferences.

[8]  Ian R. Parry,et al.  A Data-Cube Extraction Pipeline for a Coronagraphic Integral Field Spectrograph , 2011, 1104.5233.

[9]  Alexis Carlotti,et al.  Gemini Planet Imager coronagraph testbed results , 2010, Astronomical Telescopes + Instrumentation.

[10]  Andrew Serio,et al.  The Gemini Planet Imager: First Light , 2014, 1403.7520.

[11]  Dmitry Savransky,et al.  POLARIMETRY WITH THE GEMINI PLANET IMAGER: METHODS, PERFORMANCE AT FIRST LIGHT, AND THE CIRCUMSTELLAR RING AROUND HR 4796A , 2014, 1407.2495.

[12]  Stefan Gillessen,et al.  SINFONI data reduction software , 2006 .

[13]  C. Marois,et al.  A NEW ALGORITHM FOR POINT SPREAD FUNCTION SUBTRACTION IN HIGH-CONTRAST IMAGING: A DEMONSTRATION WITH ANGULAR DIFFERENTIAL IMAGING , 2007 .

[14]  Aaron J. Barth ATV: An Image-Display Tool for IDL , 2001 .

[15]  R. Soummer,et al.  APODIZED PUPIL LYOT CORONAGRAPHS FOR ARBITRARY APERTURES. III. QUASI-ACHROMATIC SOLUTIONS , 2011 .

[16]  James Lyke,et al.  OSIRIS: a diffraction limited integral field spectrograph for Keck , 2006, SPIE Astronomical Telescopes + Instrumentation.

[17]  Simon Thibault,et al.  Data reduction pipeline for the Gemini Planet Imager , 2010, Astronomical Telescopes + Instrumentation.

[18]  Timothy D. Brandt,et al.  PISCES Development and Status: An Integral Field Spectrograph for the High Contrast Imaging Testbed , 2014 .

[19]  Andrea Modigliani,et al.  Recent developments for the SINFONI pipeline , 2010, Astronomical Telescopes + Instrumentation.

[20]  Daniel Hestroffer,et al.  Discovery of the triple asteroidal system 87 Sylvia , 2005, Nature.

[21]  Brian J. Bauman,et al.  The integral field spectrograph for the Gemini planet imager , 2014, Astronomical Telescopes and Instrumentation.

[22]  Simon Thibault,et al.  Imaging polarimetry with the Gemini Planet Imager , 2010, Astronomical Telescopes + Instrumentation.

[23]  J. vDurech,et al.  Sizes of main-belt asteroids by combining shape models and Keck adaptive optics observations , 2013, 1308.0446.

[24]  B. Macintosh,et al.  Angular Differential Imaging: A Powerful High-Contrast Imaging Technique , 2005, astro-ph/0512335.

[25]  Alfred Krabbe,et al.  Data reduction pipeline for OSIRIS, the new NIR diffraction-limited imaging field spectrograph for the Keck adaptive optics system , 2002, SPIE Astronomical Telescopes + Instrumentation.

[26]  Jeffrey Chilcote,et al.  Test results for the Gemini Planet Imager data reduction pipeline , 2012, Other Conferences.

[27]  Mark R. Calabretta,et al.  Representations of world coordinates in FITS , 2002, astro-ph/0207407.

[28]  R. Soummer,et al.  DETECTION AND CHARACTERIZATION OF EXOPLANETS AND DISKS USING PROJECTIONS ON KARHUNEN–LOÈVE EIGENIMAGES , 2012, 1207.4197.