Gaia Data Release 3 - Processing and validation of BP/RP low-resolution spectral data (original) (raw)

A&A 674, A2 (2023)

Processing and validation of BP/RP low-resolution spectral data

1,⋆, M. Weiler2, P. Montegriffo3, D. W. Evans1, M. Riello1, R. Andrae4, J. M. Carrasco2, G. Busso1, P. W. Burgess1, C. Cacciari3, M. Davidson5, D. L. Harrison1,6, S. T. Hodgkin1, C. Jordi2, P. J. Osborne1, E. Pancino7,9, G. Altavilla8,9, M. A. Barstow10, C. A. L. Bailer-Jones4, M. Bellazzini3, A. G. A. Brown11, M. Castellani8, S. Cowell1, L. Delchambre12, F. De Luise13, C. Diener1, C. Fabricius2, M. Fouesneau4, Y. Frémat14, G. Gilmore1, G. Giuffrida8, N. C. Hambly5, S. Hidalgo15, G. Holland1, Z. Kostrzewa-Rutkowska11,16, F. van Leeuwen1, A. Lobel14, S. Marinoni8,9, N. Miller1, C. Pagani10, L. Palaversa17,1, A. M. Piersimoni13, L. Pulone8, S. Ragaini3, M. Rainer17,18, P. J. Richards19, G. T. Rixon1, D. Ruz-Mieres1, N. Sanna7, L. M. Sarro20, N. Rowell5, R. Sordo21, N. A. Walton1 and A. Yoldas1

1Institute of Astronomy, University of Cambridge, Madingley Road, Cambridge, CB3 0HA, UK
2Institut de Ciències del Cosmos (ICC), Universitat de Barcelona (IEEC-UB), c/ Martí i Franquès, 1, 08028 Barcelona, Spain
3 INAF – Osservatorio di Astrofisica e Scienza dello Spazio di Bologna, Via Gobetti 93/3, 40129 Bologna, Italy
4 Max Planck Institute for Astronomy, Königstuhl 17, 69117 Heidelberg, Germany
5Institute for Astronomy, School of Physics and Astronomy, University of Edinburgh, Royal Observatory, Blackford Hill, Edinburgh, EH9 3HJ, UK
6Kavli Institute for Cosmology, Institute of Astronomy, Madingley Road, Cambridge, CB3 0HA, UK
7 INAF – Osservatorio Astrofisico di Arcetri, Largo E. Fermi, 5, 50125 Firenze, Italy
8 INAF – Osservatorio Astronomico di Roma, via Frascati 33, 00078 Monte Porzio Catone (Roma), Italy
9 Space Science Data Center – ASI, Via del Politecnico SNC, 00133 Roma, Italy
10School of Physics & Astronomy, University of Leicester, Leicester, LE9 1UP, UK
11Leiden Observatory, Leiden University, Niels Bohrweg 2, 2333 CA Leiden, The Netherlands
12Institut d’Astrophysique et de Géophysique, Université de Liège, 19c, Allée du 6 Août, 4000 Liège, Belgium
13 INAF – Osservatorio Astronomico d’Abruzzo, Via Mentore Maggini, 64100 Teramo, Italy
14 Royal Observatory of Belgium, Ringlaan 3, 1180 Brussels, Belgium
15 IAC – Instituto de Astrofisica de Canarias, Via Láctea s/n, 38200 La Laguna S.C., Tenerife, Spain
16 SRON Netherlands Institute for Space Research, Niels Bohrweg 4, 2333 CA Leiden, The Netherlands
17 Ruder Bošković Institute, Bijenička cesta 54, Zagreb, Croatia
18 INAF – Osservatorio Astronomico di Brera, Via E. Bianchi, 46, 23807 Merate (LC), Italy
19STFC, Rutherford Appleton Laboratory, Harwell, Didcot, OX11 0QX, UK
20Dpto. de Inteligencia Artificial, UNED, c/ Juan del Rosal 16, 28040 Madrid, Spain
21 INAF – Osservatorio Astronomico di Padova, Vicolo Osservatorio 5, 35122 Padova, Italy

Received: 30 March 2022
Accepted: 29 June 2022

Abstract

Context. Blue (BP) and Red (RP) Photometer low-resolution spectral data are one of the exciting new products in Gaia Data Release 3 (Gaia DR3). These data have also been used to derive astrometry and integrated photometry in Gaia Early Data Release 3 and astrophysical parameters and Solar System object reflectance spectra in Gaia DR3.

Aims. In this paper, we give an overview of the processing techniques that allow raw satellite data of multiple transits per source to be converted into combined spectra calibrated to an internal reference system, resulting in low-resolution BP and RP mean spectra. We describe how we overcome challenges due to the complexity of the on-board instruments and to the various observation strategies. Furthermore, we show highlights from our scientific validation of the results. This work covers the internal calibration of BP/RP spectra to a self-consistent mean instrument, while the calibration of the BP/RP spectra to the absolute reference system of physical flux and wavelength is covered by one of the accompanying Gaia DR3 papers.

Methods. We calibrate about 65 billion individual transit spectra onto the same mean BP/RP instrument through a series of calibration steps, including background subtraction, calibration of the CCD geometry, and an iterative procedure for the calibration of CCD efficiency as well as variations of the line-spread function and dispersion across the focal plane and in time. The calibrated transit spectra are then combined for each source in terms of an expansion into continuous basis functions. We discuss the configuration of these basis functions.

Results. Time-averaged mean spectra covering the optical to near-infrared wavelength range [330, 1050] nm are published for approximately 220 million objects. Most of these are brighter than G = 17.65 but some BP/RP spectra are published for sources down to G = 21.43. Their signal-to-noise ratio (S/N) varies significantly over the wavelength range covered, and with magnitude and colour of the observed objects, with sources around G = 15 having a S/N above 100 in some wavelength ranges. The top-quality BP/RP spectra are achieved for sources with magnitudes 9 < G < 12, with S/N reaching 1000 in the central part of the RP wavelength range. Scientific validation suggests that the internal calibration was generally successful. However, there is some evidence for imperfect calibrations at the bright end G < 11, where calibrated BP/RP spectra can exhibit systematic flux variations that exceed their estimated flux uncertainties. We also report that, due to long-range noise correlations, BP/RP spectra can exhibit wiggles when sampled in pseudo-wavelength.

Conclusions. The Gaia DR3 data products are the expansion coefficients and corresponding covariance matrices for BP and RP separately. Users are encouraged to work with the data in this format, with full covariance information showing that correlations between coefficients are typically very low. Documentation and instructions on how to access and use BP/RP spectral data from the archive are also provided.

Key words: instrumentation: photometers / instrumentation: spectrographs / catalogs / surveys / techniques: photometric / techniques: spectroscopic

⋆

Corresponding author: F. De Angeli, e-mail: fda@ast.cam.ac.uk.