1. The LSST DESC DC2 Simulated Sky Survey
- Author
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Kevin Reil, Adrian Pope, Kyle Chard, Mustapha Ishak, D. Boutigny, Humna Awan, H. Kelly, Laurent Le Guillou, W. Michael Wood-Vasey, Eli S. Rykoff, Stéphane Plaszczynski, Rahul Biswas, Richard Dubois, Saurabh Jha, Danila Korytov, C. W. Walter, J. Anthony Tyson, Katrin Heitmann, T. Glanzman, Fabio Hernandez, François Lanusse, F. Javier Sánchez, Joe Zuntz, Željko Ivezić, Marc Moniez, Yadu Babuji, HyeYun Park, Christopher W. Stubbs, Franz E. Bauer, Phillipe Gris, Chuck Claver, Paul O'Connor, J. Meyers, Christopher B. Morrison, George Beckett, Joseph Hollowed, Seth Digel, Andrew Rasmussen, Céline Combet, Phil Marshall, Éric Aubourg, Rachel Mandelbaum, J. Perry, Mike Jarvis, Thomas D. Uram, K. Simon Krughoff, Johann Cohen-Tanugi, Scott F. Daniel, Yao-Yuan Mao, Matthew P. Wiesner, James Chiang, Bela Abolfathi, Daniel Scolnic, Craig S. Lage, Ji Won Park, Steven M. Kahn, Eric Gawiser, Antonio Villarreal, A. Roodman, E. Gangler, Nan Li, Rachel Bean, David Alonso, Emily Phillips Longley, Andrei Nomerotski, Andrew P. Hearin, Salman Habib, Daniel Perrefort, Andrew J. Connolly, J. Peloton, J. Bryce Kalmbach, Eve Kovacs, Patricia Larsen, Alex Drlica-Wagner, Renée Hložek, Robert Armstrong, J.R. Bogart, Samuel Schmidt, Robert H. Lupton, AstroParticule et Cosmologie (APC (UMR_7164)), Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Observatoire de Paris, Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Centre National de la Recherche Scientifique (CNRS)-Université Paris Cité (UPCité), Laboratoire d'Annecy de Physique des Particules (LAPP), Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Université Savoie Mont Blanc (USMB [Université de Savoie] [Université de Chambéry])-Centre National de la Recherche Scientifique (CNRS), Laboratoire Univers et Particules de Montpellier (LUPM), Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Université de Montpellier (UM)-Centre National de la Recherche Scientifique (CNRS), Laboratoire de Physique de Clermont (LPC), Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Centre National de la Recherche Scientifique (CNRS)-Université Clermont Auvergne (UCA), Laboratoire de Physique Subatomique et de Cosmologie (LPSC), Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Centre National de la Recherche Scientifique (CNRS)-Université Grenoble Alpes (UGA)-Institut polytechnique de Grenoble - Grenoble Institute of Technology (Grenoble INP ), Université Grenoble Alpes (UGA), Centre de Calcul de l'IN2P3 (CC-IN2P3), Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Centre National de la Recherche Scientifique (CNRS), Astrophysique Interprétation Modélisation (AIM (UMR_7158 / UMR_E_9005 / UM_112)), Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris Diderot - Paris 7 (UPD7)-Centre National de la Recherche Scientifique (CNRS), Laboratoire de Physique Nucléaire et de Hautes Énergies (LPNHE (UMR_7585)), Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS), Laboratoire de Physique des 2 Infinis Irène Joliot-Curie (IJCLab), Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS), LSST Dark Energy Science, Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Centre National de la Recherche Scientifique (CNRS)-Université de Paris (UP), Centre National de la Recherche Scientifique (CNRS)-Université de Montpellier (UM)-Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Université Montpellier 2 - Sciences et Techniques (UM2), Centre National de la Recherche Scientifique (CNRS)-Institut national des sciences de l'Univers (INSU - CNRS)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Paris Diderot - Paris 7 (UPD7), and Institut National de Physique Nucléaire et de Physique des Particules du CNRS (IN2P3)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Université de Paris (UP)
- Subjects
Cosmology and Nongalactic Astrophysics (astro-ph.CO) ,Data products ,media_common.quotation_subject ,FOS: Physical sciences ,Image processing software ,Sky surveys ,01 natural sciences ,Field (computer science) ,Observatory ,0103 physical sciences ,N-body simulations ,[PHYS.PHYS.PHYS-INS-DET]Physics [physics]/Physics [physics]/Instrumentation and Detectors [physics.ins-det] ,Deep drilling ,Instrumentation and Methods for Astrophysics (astro-ph.IM) ,010303 astronomy & astrophysics ,media_common ,Remote sensing ,Physics ,010308 nuclear & particles physics ,Testbed ,Astronomy and Astrophysics ,Cosmology ,Space and Planetary Science ,Sky ,Simulated data ,Astrophysics - Instrumentation and Methods for Astrophysics ,Astrophysics - Cosmology and Nongalactic Astrophysics - Abstract
We describe the simulated sky survey underlying the second data challenge (DC2) carried out in preparation for analysis of the Vera C. Rubin Observatory Legacy Survey of Space and Time (LSST) by the LSST Dark Energy Science Collaboration (LSST DESC). Significant connections across multiple science domains will be a hallmark of LSST; the DC2 program represents a unique modeling effort that stresses this interconnectivity in a way that has not been attempted before. This effort encompasses a full end-to-end approach: starting from a large N-body simulation, through setting up LSST-like observations including realistic cadences, through image simulations, and finally processing with Rubin's LSST Science Pipelines. This last step ensures that we generate data products resembling those to be delivered by the Rubin Observatory as closely as is currently possible. The simulated DC2 sky survey covers six optical bands in a wide-fast-deep (WFD) area of approximately 300 deg^2 as well as a deep drilling field (DDF) of approximately 1 deg^2. We simulate 5 years of the planned 10-year survey. The DC2 sky survey has multiple purposes. First, the LSST DESC working groups can use the dataset to develop a range of DESC analysis pipelines to prepare for the advent of actual data. Second, it serves as a realistic testbed for the image processing software under development for LSST by the Rubin Observatory. In particular, simulated data provide a controlled way to investigate certain image-level systematic effects. Finally, the DC2 sky survey enables the exploration of new scientific ideas in both static and time-domain cosmology., 39 pages, 19 figures, version accepted for publication in ApJS
- Published
- 2021