The Hyper Suprime-Cam software pipeline

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

doi:10.1093/pasj/psx080

The Hyper Suprime-Cam software pipeline

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

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413 Scopus citations

Abstract

In this paper, 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.

Original language	English (US)
Article number	S5
Journal	Publications of the Astronomical Society of Japan
Volume	70
Issue number	Special Issue 1
DOIs	https://doi.org/10.1093/pasj/psx080
State	Published - Jan 1 2018

All Science Journal Classification (ASJC) codes

Astronomy and Astrophysics
Space and Planetary Science

Keywords

Data analysis-surveys-techniques
Image processing
Methods

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10.1093/pasj/psx080

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Bosch, J., Armstrong, R., Bickerton, S., Furusawa, H., Ikeda, H., Koike, M., Lupton, R., Mineo, S., Price, P., Takata, T., Tanaka, M., Yasuda, N., Alsayyad, Y., Becker, A. C., Coulton, W., Coupon, J., Garmilla, J., Huang, S., Krughoff, K. S., ... Yamanoi, H. (2018). The Hyper Suprime-Cam software pipeline. Publications of the Astronomical Society of Japan, 70(Special Issue 1), Article S5. https://doi.org/10.1093/pasj/psx080

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title = "The Hyper Suprime-Cam software pipeline",

abstract = "In this paper, 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.",

keywords = "Data analysis-surveys-techniques, Image processing, Methods",

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

year = "2018",

month = jan,

day = "1",

doi = "10.1093/pasj/psx080",

language = "English (US)",

volume = "70",

journal = "Publications of the Astronomical Society of Japan",

issn = "0004-6264",

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Bosch, J, Armstrong, R, Bickerton, S, Furusawa, H, Ikeda, H, Koike, M, Lupton, R, Mineo, S, Price, P, Takata, T, Tanaka, M, Yasuda, N, Alsayyad, Y, Becker, AC, Coulton, W, Coupon, J, Garmilla, J, Huang, S, Krughoff, KS, Lang, D, Leauthaud, A, Lim, KT, Lust, NB, Macarthur, LA, Mandelbaum, R, Miyatake, H, Miyazaki, S, Murata, R, More, S, Okura, Y, Owen, R, Swinbank, JD, Strauss, MA, Yamada, Y & Yamanoi, H 2018, 'The Hyper Suprime-Cam software pipeline', Publications of the Astronomical Society of Japan, vol. 70, no. Special Issue 1, S5. https://doi.org/10.1093/pasj/psx080

TY - JOUR

T1 - The Hyper Suprime-Cam software pipeline

AU - Bosch, James

AU - Armstrong, Robert

AU - Bickerton, Steven

AU - Furusawa, Hisanori

AU - Ikeda, Hiroyuki

AU - Koike, Michitaro

AU - Lupton, Robert

AU - Mineo, Sogo

AU - Price, Paul

AU - Takata, Tadafumi

AU - Tanaka, Masayuki

AU - Yasuda, Naoki

AU - Alsayyad, Yusra

AU - Becker, Andrew C.

AU - Coulton, William

AU - Coupon, Jean

AU - Garmilla, Jose

AU - Huang, Song

AU - Krughoff, K. Simon

AU - Lang, Dustin

AU - Leauthaud, Alexie

AU - Lim, Kian Tat

AU - Lust, Nate B.

AU - Macarthur, Lauren A.

AU - Mandelbaum, Rachel

AU - Miyatake, Hironao

AU - Miyazaki, Satoshi

AU - Murata, Ryoma

AU - More, Surhud

AU - Okura, Yuki

AU - Owen, Russell

AU - Swinbank, John D.

AU - Strauss, Michael A.

AU - Yamada, Yoshihiko

AU - Yamanoi, Hitomi

PY - 2018/1/1

Y1 - 2018/1/1

N2 - In this paper, 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.

AB - In this paper, 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.

KW - Data analysis-surveys-techniques

KW - Image processing

KW - Methods

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UR - http://www.scopus.com/inward/citedby.url?scp=85041218771&partnerID=8YFLogxK

U2 - 10.1093/pasj/psx080

DO - 10.1093/pasj/psx080

M3 - Article

AN - SCOPUS:85041218771

SN - 0004-6264

VL - 70

JO - Publications of the Astronomical Society of Japan

JF - Publications of the Astronomical Society of Japan

IS - Special Issue 1

M1 - S5

ER -

The Hyper Suprime-Cam software pipeline

Abstract

All Science Journal Classification (ASJC) codes

Keywords

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