The Hyper Suprime-Cam software pipeline

Bosch, James; Armstrong, Robert; Bickerton, Steven; Furusawa, Hisanori; Ikeda, Hiroyuki; Koike, Michitaro; Lupton, Robert; Mineo, Sogo; Price, Paul; Takata, Tadafumi; Tanaka, Masayuki; Yasuda, Naoki; AlSayyad, Yusra; Becker, Andrew C.; Coulton, William; Coupon, Jean; Garmilla, Jose; Huang, Song; Krughoff, K. Simon; Lang, Dustin; Leauthaud, Alexie; Lim, Kian-Tat; Lust, Nate B.; MacArthur, Lauren A.; Mandelbaum, Rachel; Miyatake, Hironao; Miyazaki, Satoshi; Murata, Ryoma; More, Surhud; Okura, Yuki; Owen, Russell; Swinbank, John D.; Strauss, Michael A.; Yamada, Yoshihiko; Yamanoi, Hitomi

doi:10.1093/pasj/psx080

The Hyper Suprime-Cam software pipeline

Journal Article · Thu Oct 12 00:00:00 EDT 2017 · Publications of the Astronomical Society of Japan

DOI:https://doi.org/10.1093/pasj/psx080· OSTI ID:1425668

Bosch, James ^[1]; Armstrong, Robert ^[1]; Bickerton, Steven ^[2]; Furusawa, Hisanori ^[3]; Ikeda, Hiroyuki ^[3]; Koike, Michitaro ^[3]; Lupton, Robert ^[1]; Mineo, Sogo ^[3]; Price, Paul ^[1]; Takata, Tadafumi ^[4]; Tanaka, Masayuki ^[3]; Yasuda, Naoki ^[5]; AlSayyad, Yusra ^[1]; Becker, Andrew C. ^[6]; Coulton, William ^[7]; Coupon, Jean ^[8]; Garmilla, Jose ^[9]; Huang, Song ^[10]; Krughoff, K. Simon ^[6]; Lang, Dustin ^[11] more »

Princeton Univ., NJ (United States). Dept. of Astrophysical Sciences
Orbital Insight, Mountain View, CA (United States); Univ. of Tokyo (Japan). Kavli Inst. for the Physics and Mathematics of the Universe (Kavli IPMU, WPI)
National Astronomical Observatory of Japan, Mitaka, Tokyo (Japan)
National Astronomical Observatory of Japan, Mitaka, Tokyo (Japan); Graduate Univ. for Advanced Studies (SOKENDAI), Mitaka, Tokyo (Japan). Dept. of Astronomy, School of Science
Univ. of Tokyo (Japan). Kavli Inst. for the Physics and Mathematics of the Universe (Kavli IPMU, WPI)
Univ. of Washington, Seattle, WA (United States). Dept. of Astronomy
Princeton Univ., NJ (United States). Dept. of Physics
Univ. of Geneva (Switzerland). Dept. of Astronomy
Princeton Univ., NJ (United States). Dept. of Astrophysical Sciences; Massive Dynamics, Princeton, NJ (United States)
SLAC National Accelerator Lab., Menlo Park, CA (United States)
Univ. of Toronto, ON (Canada). Dunlap Inst. and Dept. of Astronomy and Astrophysics
Univ. of Tokyo (Japan). Kavli Inst. for the Physics and Mathematics of the Universe (Kavli IPMU, WPI); Massive Dynamics, Princeton, NJ (United States)
Carnegie Mellon Univ., Pittsburgh, PA (United States). McWilliams Center for Cosmology, Dept. of Physics
Univ. of Tokyo (Japan). Kavli Inst. for the Physics and Mathematics of the Universe (Kavli IPMU, WPI); California Inst. of Technology (CalTech), Pasadena, CA (United States). Jet Propulsion Lab.
Univ. of Tokyo (Japan). Kavli Inst. for the Physics and Mathematics of the Universe (Kavli IPMU, WPI); Univ. of Tokyo (Japan). Dept. of Physics
Inst. of Physical and Chemical Research (RIKEN), Wako (Japan). High Energy Astrophysics Lab.; Brookhaven National Lab. (BNL), Upton, NY (United States). RIKEN Research Center

Here in this article, we describe the optical imaging data processing pipeline developed for the Subaru Telescope’s Hyper Suprime-Cam (HSC) instrument. The HSC Pipeline builds on the prototype pipeline being developed by the Large Synoptic Survey Telescope’s Data Management system, adding customizations for HSC, large-scale processing capabilities, and novel algorithms that have since been reincorporated into the LSST codebase. While designed primarily to reduce HSC Subaru Strategic Program (SSP) data, it is also the recommended pipeline for reducing general-observer HSC data. The HSC pipeline includes high-level processing steps that generate coadded images and science-ready catalogs as well as low-level detrending and image characterizations.

View Accepted Manuscript (DOE)

Research Organization:: SLAC National Accelerator Laboratory (SLAC), Menlo Park, CA (United States)

Sponsoring Organization:: Japan Science and Technology Agency (JST); Japan Society for the Promotion of Science (JSPS); USDOE

Grant/Contract Number:: AC02-76SF00515

OSTI ID:: 1425668

Journal Information:: Publications of the Astronomical Society of Japan, Journal Name: Publications of the Astronomical Society of Japan Journal Issue: SP1 Vol. 70; ISSN 0004-6264

Publisher:: Astronomical Society of JapanCopyright Statement

Country of Publication:: United States

Language:: English

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LSST: From Science Drivers to Reference Design and Anticipated Data Products Ivezić, Željko; Kahn, Steven M.; Tyson, J. Anthony The Astrophysical Journal, Vol. 873, Issue 2 https://doi.org/10.3847/1538-4357/ab042c	journal	March 2019
Weak-lensing Mass Calibration of ACTPol Sunyaev–Zel’dovich Clusters with the Hyper Suprime-Cam Survey Miyatake, Hironao; Battaglia, Nicholas; Hilton, Matt The Astrophysical Journal, Vol. 875, Issue 1 https://doi.org/10.3847/1538-4357/ab0af0	journal	April 2019
The Evolution of the Quenching of Star Formation in Cluster Galaxies since z ∼ 1 Pintos-Castro, I.; Yee, H. K. C.; Muzzin, A. The Astrophysical Journal, Vol. 876, Issue 1 https://doi.org/10.3847/1538-4357/ab14ee	journal	May 2019
Optical Properties of Infrared-bright Dust-obscured Galaxies Viewed with Subaru Hyper Suprime-Cam Noboriguchi, Akatoki; Nagao, Tohru; Toba, Yoshiki The Astrophysical Journal, Vol. 876, Issue 2 https://doi.org/10.3847/1538-4357/ab1754	journal	May 2019
The Brightest UV-selected Galaxies in Protoclusters at z ∼ 4: Ancestors of Brightest Cluster Galaxies? Ito, Kei; Kashikawa, Nobunari; Toshikawa, Jun The Astrophysical Journal, Vol. 878, Issue 1 https://doi.org/10.3847/1538-4357/ab1f0c	journal	June 2019
Hyper Wide Field Imaging of the Local Group Dwarf Irregular Galaxy IC 1613: An Extended Component of Metal-poor Stars Pucha, Ragadeepika; Carlin, Jeffrey L.; Willman, Beth The Astrophysical Journal, Vol. 880, Issue 2 https://doi.org/10.3847/1538-4357/ab29fb	journal	July 2019
The Rest-frame H -band Luminosity Function of Red-sequence Galaxies in Clusters at 1.0 < z < 1.3 Chan, Jeffrey C. C.; Wilson, Gillian; Rudnick, Gregory The Astrophysical Journal, Vol. 880, Issue 2 https://doi.org/10.3847/1538-4357/ab2b3a	journal	August 2019
HSC16aayt: A Slowly Evolving Interacting Transient Rising for More than 100 Days Moriya, Takashi J.; Tanaka, Masaomi; Morokuma, Tomoki The Astrophysical Journal, Vol. 882, Issue 1 https://doi.org/10.3847/1538-4357/ab2f80	journal	September 2019
Evidence for the Cross-correlation between Cosmic Microwave Background Polarization Lensing from Polarbear and Cosmic Shear from Subaru Hyper Suprime-Cam Namikawa, T.; Chinone, Y.; Miyatake, H. The Astrophysical Journal, Vol. 882, Issue 1 https://doi.org/10.3847/1538-4357/ab3424	journal	September 2019
Subaru High- z Exploration of Low-luminosity Quasars (SHELLQs). X. Discovery of 35 Quasars and Luminous Galaxies at 5.7 ≤ z ≤ 7.0 Matsuoka, Yoshiki; Iwasawa, Kazushi; Onoue, Masafusa The Astrophysical Journal, Vol. 883, Issue 2 https://doi.org/10.3847/1538-4357/ab3c60	journal	October 2019
A Rapidly Declining Transient Discovered with the Subaru/Hyper Suprime-Cam Tominaga, Nozomu; Morokuma, Tomoki; Tanaka, Masaomi The Astrophysical Journal, Vol. 885, Issue 1 https://doi.org/10.3847/1538-4357/ab425c	journal	October 2019
Stellar Population and Structural Properties of Dwarf Galaxies and Young Stellar Systems in the M81 Group Okamoto, Sakurako; Arimoto, Nobuo; Ferguson, Annette M. N. The Astrophysical Journal, Vol. 884, Issue 2 https://doi.org/10.3847/1538-4357/ab44a7	journal	October 2019
Tidal Destruction in a Low-mass Galaxy Environment: The Discovery of Tidal Tails around DDO 44 Carlin, Jeffrey L.; Garling, Christopher T.; Peter, Annika H. G. The Astrophysical Journal, Vol. 886, Issue 2 https://doi.org/10.3847/1538-4357/ab4c32	journal	November 2019
Evidence for a Highly Opaque Large-scale Galaxy Void at the End of Reionization Kashino, Daichi; Lilly, Simon J.; Shibuya, Takatoshi The Astrophysical Journal, Vol. 888, Issue 1 https://doi.org/10.3847/1538-4357/ab5a7d	journal	December 2019
Subaru High- z Exploration of Low-luminosity Quasars (SHELLQs). IV. Discovery of 41 Quasars and Luminous Galaxies at 5.7 ≤ z ≤ 6.9 Matsuoka, Yoshiki; Iwasawa, Kazushi; Onoue, Masafusa The Astrophysical Journal Supplement Series, Vol. 237, Issue 1 https://doi.org/10.3847/1538-4365/aac724	journal	July 2018
First Release of High-Redshift Superluminous Supernovae from the Subaru HIgh- Z SUpernova CAmpaign (SHIZUCA). I. Photometric Properties Moriya, Takashi J.; Tanaka, Masaomi; Yasuda, Naoki The Astrophysical Journal Supplement Series, Vol. 241, Issue 2 https://doi.org/10.3847/1538-4365/ab07c5	journal	March 2019
A Wide and Deep Exploration of Radio Galaxies with Subaru HSC (WERGS). II. Physical Properties Derived from the SED Fitting with Optical, Infrared, and Radio Data Toba, Yoshiki; Yamashita, Takuji; Nagao, Tohru The Astrophysical Journal Supplement Series, Vol. 243, Issue 1 https://doi.org/10.3847/1538-4365/ab238d	journal	July 2019
OSSOS. XII. Variability Studies of 65 Trans-Neptunian Objects Using the Hyper Suprime-Cam Alexandersen, Mike; Benecchi, Susan D.; Chen, Ying-Tung The Astrophysical Journal Supplement Series, Vol. 244, Issue 1 https://doi.org/10.3847/1538-4365/ab2fe4	journal	September 2019
Stellar Velocity Dispersion of a Massive Quenching Galaxy at z = 4.01 Tanaka, Masayuki; Valentino, Francesco; Toft, Sune The Astrophysical Journal, Vol. 885, Issue 2 https://doi.org/10.3847/2041-8213/ab4ff3	journal	November 2019
Deep Hyper Suprime-Cam Images and a Forced Photometry Catalog in W-CDF-S Ni, Q.; Timlin, J.; Brandt, W. N. Research Notes of the AAS, Vol. 3, Issue 1 https://doi.org/10.3847/2515-5172/aaf8af	journal	January 2019
LSST: from Science Drivers to Reference Design and Anticipated Data Products Ivezić, Željko; Kahn, Steven M.; Tyson, J. Anthony arXiv https://doi.org/10.48550/arxiv.0805.2366	text	January 2008
Characterization and Photometric Performance of the Hyper Suprime-Cam Software Pipeline Huang, Song; Leauthaud, Alexie; Murata, Ryoma arXiv https://doi.org/10.48550/arxiv.1705.01599	text	January 2017
Subaru Hyper Suprime-Cam Survey for An Optical Counterpart of GW170817 Tominaga, Nozomu; Tanaka, Masaomi; Morokuma, Tomoki arXiv https://doi.org/10.48550/arxiv.1710.05865	text	January 2017
Stellar Stream and Halo Structure in the Andromeda Galaxy From a Subaru/Hyper Suprime-Cam Survey Komiyama, Yutaka; Chiba, Masashi; Tanaka, Mikito arXiv https://doi.org/10.48550/arxiv.1712.03654	text	January 2017
Optical properties of infrared-bright dust-obscured galaxies viewed with Subaru Hyper Suprime-Cam Noboriguchi, Akatoki; Nagao, Tohru; Toba, Yoshiki arXiv https://doi.org/10.48550/arxiv.1803.09951	text	January 2018
A Study of Two Diffuse Dwarf Galaxies in the Field Greco, Johnny P.; Goulding, Andy D.; Greene, Jenny E. arXiv https://doi.org/10.48550/arxiv.1805.04118	text	January 2018
Survey of Gravitationally-lensed Objects in HSC Imaging (SuGOHI). II. Environments and Line-of-Sight Structure of Strong Gravitational Lens Galaxies to z ~ 0.8 Wong, Kenneth C.; Sonnenfeld, Alessandro; Chan, James H. H. arXiv https://doi.org/10.48550/arxiv.1809.07341	text	January 2018
Cosmology from cosmic shear power spectra with Subaru Hyper Suprime-Cam first-year data Hikage, Chiaki; Oguri, Masamune; Hamana, Takashi arXiv https://doi.org/10.48550/arxiv.1809.09148	text	January 2018
Quiescent Galaxy Size and Spectroscopic Evolution: Combining HSC Imaging and Hectospec Spectroscopy Damjanov, Ivana; Zahid, H. Jabran; Geller, Margaret J. arXiv https://doi.org/10.48550/arxiv.1809.10705	text	January 2018
Subaru High-z Exploration of Low-Luminosity Quasars (SHELLQs). V. Quasar Luminosity Function and Contribution to Cosmic Reionization at z = 6 Matsuoka, Yoshiki; Strauss, Michael A.; Kashikawa, Nobunari arXiv https://doi.org/10.48550/arxiv.1811.01963	text	January 2018
The stellar halo of isolated central galaxies in the Hyper Suprime-Cam imaging survey Wang, Wenting; Han, Jiaxin; Sonnenfeld, Alessandro arXiv https://doi.org/10.48550/arxiv.1811.04714	text	January 2018
OSSOS XII: Variability studies of 65 Trans-Neptunian Objects using the Hyper Suprime-Cam Alexandersen, Mike; Benecchi, Susan D.; Chen, Ying-Tung arXiv https://doi.org/10.48550/arxiv.1812.04304	text	January 2018
Halo Concentration, Galaxy Red Fraction, and Gas Properties of Optically-defined Merging Clusters Okabe, Nobuhiro; Oguri, Masamune; Akamatsu, Hiroki arXiv https://doi.org/10.48550/arxiv.1812.07481	text	January 2018
Deep Hyper Suprime-Cam Images and a Forced Photometry Catalog in W-CDF-S Ni, Q.; Timlin, J.; Brandt, W. N. arXiv https://doi.org/10.48550/arxiv.1812.07565	preprint	January 2018
Fast algorithms for slow moving asteroids: constraints on the distribution of Kuiper Belt Objects Whidden, Peter J.; Kalmbach, J. Bryce; Connolly, Andrew J. arXiv https://doi.org/10.48550/arxiv.1901.02492	text	January 2019
Searches for Population III Pair-Instability Supernovae: Impact of Gravitational Lensing Magnification Wong, Kenneth C.; Moriya, Takashi J.; Oguri, Masamune arXiv https://doi.org/10.48550/arxiv.1903.01614	text	January 2019
The brightest UV-selected galaxies in protoclusters at $z\sim4$: Ancestors of Brightest Cluster Galaxies? Ito, Kei; Kashikawa, Nobunari; Toshikawa, Jun arXiv https://doi.org/10.48550/arxiv.1904.01597	text	January 2019
The mass-richness relation of optically-selected clusters from weak gravitational lensing and abundance with Subaru HSC first-year data Murata, Ryoma; Oguri, Masamune; Nishimichi, Takahiro arXiv https://doi.org/10.48550/arxiv.1904.07524	text	January 2019
The Hyper Suprime-Cam SSP Transient Survey in COSMOS: Overview Yasuda, Naoki; Tanaka, Masaomi; Tominaga, Nozomu arXiv https://doi.org/10.48550/arxiv.1904.09697	text	January 2019
Survey of gravitationally-lensed objects in HSC imaging (SuGOHI). III. Statistical strong lensing constraints on the stellar IMF of CMASS galaxies Sonnenfeld, Alessandro; Jaelani, Anton T.; Chan, James H. H. arXiv https://doi.org/10.48550/arxiv.1904.10465	text	January 2019
A Wide and Deep Exploration of Radio Galaxies with Subaru HSC (WERGS). II. Physical Properties derived from the SED Fitting with Optical, Infrared, and Radio Data Toba, Yoshiki; Yamashita, Takuji; Nagao, Tohru arXiv https://doi.org/10.48550/arxiv.1905.01419	text	January 2019
Hyper Wide Field Imaging of the Local Group Dwarf Irregular Galaxy IC 1613: An Extended Component of Metal-poor Stars Pucha, Ragadeepika; Carlin, Jeffrey L.; Willman, Beth arXiv https://doi.org/10.48550/arxiv.1905.02210	text	January 2019
Second Data Release of the Hyper Suprime-Cam Subaru Strategic Program Aihara, Hiroaki; AlSayyad, Yusra; Ando, Makoto arXiv https://doi.org/10.48550/arxiv.1905.12221	text	January 2019
The whole picture of the large-scale structure of the CL1604 supercluster at z$\sim$0.9 Hayashi, Masao; Koyama, Yusei; Kodama, Tadayuki arXiv https://doi.org/10.48550/arxiv.1905.13437	text	January 2019
Galaxy-Galaxy Lensing in HSC: Validation Tests and the Impact of Heterogeneous Spectroscopic Training Sets Speagle, Joshua S.; Leauthaud, Alexie; Huang, Song arXiv https://doi.org/10.48550/arxiv.1906.05876	text	January 2019
HSC16aayt: Slowly evolving interacting transient rising for more than 100 days Moriya, Takashi J.; Tanaka, Masaomi; Morokuma, Tomoki arXiv https://doi.org/10.48550/arxiv.1907.01633	text	January 2019
A rapidly declining transient discovered with Subaru/Hyper Suprime-Cam Tominaga, Nozomu; Morokuma, Tomoki; Tanaka, Masaomi arXiv https://doi.org/10.48550/arxiv.1909.03191	text	January 2019
Evidence for a highly opaque large-scale galaxy void at the end of reionization Kashino, Daichi; Lilly, Simon J.; Shibuya, Takatoshi arXiv https://doi.org/10.48550/arxiv.1909.09077	text	January 2019
Stellar Velocity Dispersion of a Massive Quenching Galaxy at z=4.01 Tanaka, Masayuki; Valentino, Francesco; Toft, Sune arXiv https://doi.org/10.48550/arxiv.1909.10721	text	January 2019

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