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Title: Third data release of the Hyper Suprime-Cam Subaru Strategic Program

Abstract

This work presents the third data release of the Hyper Suprime-Cam Subaru Strategic Program (HSC-SSP), a wide-field multi-band imaging survey with the Subaru 8.2 m telescope. HSC-SSP has three survey layers (Wide, Deep, and UltraDeep) with different area coverages and depths, designed to address a wide array of astrophysical questions. This third release from HSC-SSP includes data from 278 nights of observing time and covers about 670 deg2 in all five broad-band filters (grizy) at the full depth (~26 mag at 5σ depending on filter) in the Wide layer. If we include partially observed areas, the release covers 1470 deg2. The Deep and UltraDeep layers have ~80% of the originally planned integration times, and are considered done, as we have slightly changed the observing strategy in order to compensate for various time losses. There are a number of updates in the image processing pipeline. Of particular importance is the change in the sky subtraction algorithm; we subtract the sky on small scales before the detection and measurement stages, which has significantly reduced the number of false detections. Thanks to this and other updates, the overall quality of the processed data has improved since the previous release. However, there are limitationsmore » in the data (for example, the pipeline is not optimized for crowded fields), and we encourage the user to check the quality assurance plots as well as a list of known issues before exploiting the data. The data release website is https://hsc-release.mtk.nao.ac.jp.« less

Authors:
 [1];  [2]; ORCiD logo [3];  [4]; ORCiD logo [2];  [5]; ORCiD logo [6];  [6];  [6];  [7];  [8];  [9];  [10]; ORCiD logo [10];  [11];  [6]; ORCiD logo [2];  [10]; ORCiD logo [1];  [10] more »;  [12];  [2];  [2];  [2];  [13];  [6];  [14];  [6];  [15];  [6];  [16]; ORCiD logo [6];  [6]; ORCiD logo [17];  [18]; ORCiD logo [19];  [6];  [20];  [21];  [22];  [23];  [2];  [2]; ORCiD logo [2];  [24];  [25];  [26];  [2];  [10];  [27];  [28];  [28];  [26];  [10];  [29];  [10];  [30];  [2];  [26]; ORCiD logo [31];  [32];  [33];  [11];  [2];  [34];  [11];  [35] « less
+ Show Author Affiliations
  1. Department of Physics, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-0033, Japan;Kavli Institute for the Physics and Mathematics of the Universe (Kavli IPMU, WPI), The University of Tokyo, 5-1-5 Kashiwanoha, Kashiwa, Chiba 277-8583, Japan
  2. Department of Astrophysical Sciences, Princeton University, 4 Ivy Lane, Princeton, NJ 08544, USA
  3. Department of Astronomy, Graduate School of Science, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-0033, Japan
  4. Lawrence Livermore National Laboratory, 7000 East Avenue, Livermore, CA 94551, USA
  5. Steward Observatory, The University of Arizona, 933 North Cherry Avenue, Tucson, AZ 85721-0065, USA
  6. National Astronomical Observatory of Japan, 2-21-1 Osawa, Mitaka, Tokyo 181-8588, Japan
  7. Institute for Cosmic Ray Research, The University of Tokyo, 5-1-5 Kashiwanoha, Kashiwa, Chiba 277-8582, Japan;Department of Physics and Astronomy, University College London, Gower Street, London WC1E 6BT, UK
  8. Institute of Astronomy and Astrophysics, Academia Sinica, 11F of Astronomy-Mathematics Building, AS/NTU No. 1, Sec. 4, Roosevelt Rd, Taipei 10617, Taiwan
  9. National Institute of Technology, Wakayama College, 77 Noshima, Nada-cho, Gobo, Wakayama 644-0023, Japan
  10. National Astronomical Observatory of Japan, 2-21-1 Osawa, Mitaka, Tokyo 181-8588, Japan;Department of Astronomical Science, The Graduate University for Advanced Studies, SOKENDAI, 2-21-1 Osawa, Mitaka, Tokyo, 181-8588, Japan
  11. Astronomical Institute, Tohoku University, 6-3 Aramaki, Aoba-ku, Sendai, Miyagi 980-8578, Japan
  12. Institute of Astronomy and Astrophysics, Academia Sinica, 11F of Astronomy-Mathematics Building, AS/NTU No. 1, Sec. 4, Roosevelt Rd, Taipei 10617, Taiwan
  13. National Astronomical Observatory of Japan, 2-21-1 Osawa, Mitaka, Tokyo 181-8588, Japan;Institute for Cosmic Ray Research, The University of Tokyo, 5-1-5 Kashiwanoha, Kashiwa, Chiba 277-8582, Japan
  14. Kavli Institute for the Physics and Mathematics of the Universe (Kavli IPMU, WPI), The University of Tokyo, 5-1-5 Kashiwanoha, Kashiwa, Chiba 277-8583, Japan;Kobayashi-Maskawa Institute for the Origin of Particles and the Universe (KMI), Nagoya University, Furocho, Chikusa-ku, Nagoya, Aichi 464-8602, Japan
  15. Kavli Institute for the Physics and Mathematics of the Universe (Kavli IPMU, WPI), The University of Tokyo, 5-1-5 Kashiwanoha, Kashiwa, Chiba 277-8583, Japan;Inter University Centre for Astronomy and Astrophysics, Ganeshkhind, Pune 411007, India
  16. Kavli Institute for the Physics and Mathematics of the Universe (Kavli IPMU, WPI), The University of Tokyo, 5-1-5 Kashiwanoha, Kashiwa, Chiba 277-8583, Japan;Department of Physics, University of California, Berkeley, 366 Physics North, MC 7300, Berkeley, CA 94720-7300, USA;Center for Japanese Studies, University of California, Berkeley, 1995 University Avenue, Berkeley, CA 94704-2318, USA;Theoretical Physics Group, Lawrence Berkeley National Laboratory, MS 50A-5104, Berkeley, CA 94720, USA
  17. Institute for Advanced Research, Nagoya University, Furocho, Chikusa-ku, Nagoya, Aichi 464-8602, Japan;Division of Particle and Astrophysical Science, Graduate School of Science, Nagoya University, Furo-cho, Nagoya, Aichi 464-8602, Japan
  18. Department of Physics, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-0033, Japan;Kavli Institute for the Physics and Mathematics of the Universe (Kavli IPMU, WPI), The University of Tokyo, 5-1-5 Kashiwanoha, Kashiwa, Chiba 277-8583, Japan;Research Center for the Early Universe, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-0033, Japan
  19. Physics Program, Graduate School of Advanced Science and Engineering, Hiroshima University, 1-3-1 Kagamiyama, Higashi-Hiroshima, Hiroshima 739-8526, Japan
  20. Institute for Cosmic Ray Research, The University of Tokyo, 5-1-5 Kashiwanoha, Kashiwa, Chiba 277-8582, Japan
  21. Center for Gravitational Physics, Yukawa Institute for Theoretical Physics, Kyoto University, Kitashirakawa-Oiwake-cho, Sakyo-ku, Kyoto, Kyoto 606-8502, Japan;Départment de Physique École Normale Supérieure, PSL, 75005 Paris, France
  22. Kavli Institute for the Physics and Mathematics of the Universe (Kavli IPMU, WPI), The University of Tokyo, 5-1-5 Kashiwanoha, Kashiwa, Chiba 277-8583, Japan;National Astronomical Observatory of Japan, 2-21-1 Osawa, Mitaka, Tokyo 181-8588, Japan;Institute for Cosmic Ray Research, The University of Tokyo, 5-1-5 Kashiwanoha, Kashiwa, Chiba 277-8582, Japan
  23. Graduate Institute of Astronomy, National Central University, 300 Jhongda Road, 32001 Jhongli, Taiwan
  24. Kavli Institute for Particle Astrophysics and Cosmology, P. O. Box 2450, Stanford University, Stanford, CA 94305, USA;Kavli Institute for Particle Astrophysics and Cosmology, SLAC National Accelerator Laboratory, Stanford University, 2575 Sand Hill Road, M/S 29, Menlo Park, CA 94025, USA
  25. Kitami Institute of Technology, 165 Koen-cho, Kitami, Hokkaido 090-8507, Japan
  26. Subaru Telescope, National Astronomical Observatory of Japan, 650 North A’ohoku Pl, Hilo, HI 96720, USA
  27. Department of Physics, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-0033, Japan;Research Center for the Early Universe, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-0033, Japan
  28. Kavli Institute for the Physics and Mathematics of the Universe (Kavli IPMU, WPI), The University of Tokyo, 5-1-5 Kashiwanoha, Kashiwa, Chiba 277-8583, Japan
  29. Institute of Astronomy, The University of Tokyo, 2-21-1 Osawa, Mitaka, Tokyo 181-0015, Japan
  30. Department of Physics, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-0033, Japan;Kavli Institute for the Physics and Mathematics of the Universe (Kavli IPMU, WPI), The University of Tokyo, 5-1-5 Kashiwanoha, Kashiwa, Chiba 277-8583, Japan;Institute for Cosmic Ray Research, The University of Tokyo, 5-1-5 Kashiwanoha, Kashiwa, Chiba 277-8582, Japan
  31. Institute of Astronomy and Astrophysics, Academia Sinica, 11F of Astronomy-Mathematics Building, AS/NTU No. 1, Sec. 4, Roosevelt Rd, Taipei 10617, Taiwan;Department of Astronomy, Kyoto University, Kitashirakawa-Oiwake-cho, Sakyo-ku, Kyoto, Kyoto 606-8502, Japan
  32. Kavli Institute for the Physics and Mathematics of the Universe (Kavli IPMU, WPI), The University of Tokyo, 5-1-5 Kashiwanoha, Kashiwa, Chiba 277-8583, Japan;Department of Astrophysical Sciences, Princeton University, 4 Ivy Lane, Princeton, NJ 08544, USA
  33. Research Center for Space and Cosmic Evolution, Ehime University, 2-5 Bunkyo-cho, Matsuyama, Ehime 790-8577, Japan
  34. National Astronomical Observatory of Japan, 2-21-1 Osawa, Mitaka, Tokyo 181-8588, Japan;Japan Space Forum, Shin-Ochanomizu Urban Trinity Bldg. 3F, 3-2-1 Kandasurugadai, Chiyoda, Tokyo 101-0062, Japan
  35. National Astronomical Observatory of Japan, 2-21-1 Osawa, Mitaka, Tokyo 181-8588, Japan;Research Center for Space and Cosmic Evolution, Ehime University, 2-5 Bunkyo-cho, Matsuyama, Ehime 790-8577, Japan
Publication Date:
Research Org.:
SLAC National Accelerator Lab., Menlo Park, CA (United States); Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States)
Sponsoring Org.:
USDOE Office of Science (SC), Basic Energy Sciences (BES)
Contributing Org.:
Hyper Suprime-Cam Collaboration
OSTI Identifier:
1870812
Alternate Identifier(s):
OSTI ID: 1925187
Grant/Contract Number:  
AC02-76SF00515; AC02-05CH11231
Resource Type:
Accepted Manuscript
Journal Name:
Publications of the Astronomical Society of Japan
Additional Journal Information:
Journal Volume: 74; Journal Issue: 2; Journal ID: ISSN 0004-6264
Publisher:
Astronomical Society of Japan
Country of Publication:
United States
Language:
English
Subject:
79 ASTRONOMY AND ASTROPHYSICS; galaxies; general; cosmology; observations; astronomical databases; surveys

Citation Formats

Aihara, Hiroaki, AlSayyad, Yusra, Ando, Makoto, Armstrong, Robert, Bosch, James, Egami, Eiichi, Furusawa, Hisanori, Furusawa, Junko, Harasawa, Sumiko, Harikane, Yuichi, Hsieh, Bau-Ching, Ikeda, Hiroyuki, Ito, Kei, Iwata, Ikuru, Kodama, Tadayuki, Koike, Michitaro, Kokubo, Mitsuru, Komiyama, Yutaka, Li, Xiangchong, Liang, Yongming, Lin, Yen-Ting, Lupton, Robert H., Lust, Nate B., MacArthur, Lauren A., Mawatari, Ken, Mineo, Sogo, Miyatake, Hironao, Miyazaki, Satoshi, More, Surhud, Morishima, Takahiro, Murayama, Hitoshi, Nakajima, Kimihiko, Nakata, Fumiaki, Nishizawa, Atsushi J., Oguri, Masamune, Okabe, Nobuhiro, Okura, Yuki, Ono, Yoshiaki, Osato, Ken, Ouchi, Masami, Pan, Yen-Chen, Plazas Malagón, Andrés A., Price, Paul A., Reed, Sophie L., Rykoff, Eli S., Shibuya, Takatoshi, Simunovic, Mirko, Strauss, Michael A., Sugimori, Kanako, Suto, Yasushi, Suzuki, Nao, Takada, Masahiro, Takagi, Yuhei, Takata, Tadafumi, Takita, Satoshi, Tanaka, Masayuki, Tang, Shenli, Taranu, Dan S., Terai, Tsuyoshi, Toba, Yoshiki, Turner, Edwin L., Uchiyama, Hisakazu, Vijarnwannaluk, Bovornpratch, Waters, Christopher Z., Yamada, Yoshihiko, Yamamoto, Naoaki, and Yamashita, Takuji. Third data release of the Hyper Suprime-Cam Subaru Strategic Program. United States: N. p., 2022. Web. doi:10.1093/pasj/psab122.
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Aihara, Hiroaki, AlSayyad, Yusra, Ando, Makoto, Armstrong, Robert, Bosch, James, Egami, Eiichi, Furusawa, Hisanori, Furusawa, Junko, Harasawa, Sumiko, Harikane, Yuichi, Hsieh, Bau-Ching, Ikeda, Hiroyuki, Ito, Kei, Iwata, Ikuru, Kodama, Tadayuki, Koike, Michitaro, Kokubo, Mitsuru, Komiyama, Yutaka, Li, Xiangchong, Liang, Yongming, Lin, Yen-Ting, Lupton, Robert H., Lust, Nate B., MacArthur, Lauren A., Mawatari, Ken, Mineo, Sogo, Miyatake, Hironao, Miyazaki, Satoshi, More, Surhud, Morishima, Takahiro, Murayama, Hitoshi, Nakajima, Kimihiko, Nakata, Fumiaki, Nishizawa, Atsushi J., Oguri, Masamune, Okabe, Nobuhiro, Okura, Yuki, Ono, Yoshiaki, Osato, Ken, Ouchi, Masami, Pan, Yen-Chen, Plazas Malagón, Andrés A., Price, Paul A., Reed, Sophie L., Rykoff, Eli S., Shibuya, Takatoshi, Simunovic, Mirko, Strauss, Michael A., Sugimori, Kanako, Suto, Yasushi, Suzuki, Nao, Takada, Masahiro, Takagi, Yuhei, Takata, Tadafumi, Takita, Satoshi, Tanaka, Masayuki, Tang, Shenli, Taranu, Dan S., Terai, Tsuyoshi, Toba, Yoshiki, Turner, Edwin L., Uchiyama, Hisakazu, Vijarnwannaluk, Bovornpratch, Waters, Christopher Z., Yamada, Yoshihiko, Yamamoto, Naoaki, & Yamashita, Takuji. Third data release of the Hyper Suprime-Cam Subaru Strategic Program. United States. https://doi.org/10.1093/pasj/psab122
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Aihara, Hiroaki, AlSayyad, Yusra, Ando, Makoto, Armstrong, Robert, Bosch, James, Egami, Eiichi, Furusawa, Hisanori, Furusawa, Junko, Harasawa, Sumiko, Harikane, Yuichi, Hsieh, Bau-Ching, Ikeda, Hiroyuki, Ito, Kei, Iwata, Ikuru, Kodama, Tadayuki, Koike, Michitaro, Kokubo, Mitsuru, Komiyama, Yutaka, Li, Xiangchong, Liang, Yongming, Lin, Yen-Ting, Lupton, Robert H., Lust, Nate B., MacArthur, Lauren A., Mawatari, Ken, Mineo, Sogo, Miyatake, Hironao, Miyazaki, Satoshi, More, Surhud, Morishima, Takahiro, Murayama, Hitoshi, Nakajima, Kimihiko, Nakata, Fumiaki, Nishizawa, Atsushi J., Oguri, Masamune, Okabe, Nobuhiro, Okura, Yuki, Ono, Yoshiaki, Osato, Ken, Ouchi, Masami, Pan, Yen-Chen, Plazas Malagón, Andrés A., Price, Paul A., Reed, Sophie L., Rykoff, Eli S., Shibuya, Takatoshi, Simunovic, Mirko, Strauss, Michael A., Sugimori, Kanako, Suto, Yasushi, Suzuki, Nao, Takada, Masahiro, Takagi, Yuhei, Takata, Tadafumi, Takita, Satoshi, Tanaka, Masayuki, Tang, Shenli, Taranu, Dan S., Terai, Tsuyoshi, Toba, Yoshiki, Turner, Edwin L., Uchiyama, Hisakazu, Vijarnwannaluk, Bovornpratch, Waters, Christopher Z., Yamada, Yoshihiko, Yamamoto, Naoaki, and Yamashita, Takuji. Mon . "Third data release of the Hyper Suprime-Cam Subaru Strategic Program". United States. https://doi.org/10.1093/pasj/psab122. https://www.osti.gov/servlets/purl/1870812.
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@article{osti_1870812,
title = {Third data release of the Hyper Suprime-Cam Subaru Strategic Program},
author = {Aihara, Hiroaki and AlSayyad, Yusra and Ando, Makoto and Armstrong, Robert and Bosch, James and Egami, Eiichi and Furusawa, Hisanori and Furusawa, Junko and Harasawa, Sumiko and Harikane, Yuichi and Hsieh, Bau-Ching and Ikeda, Hiroyuki and Ito, Kei and Iwata, Ikuru and Kodama, Tadayuki and Koike, Michitaro and Kokubo, Mitsuru and Komiyama, Yutaka and Li, Xiangchong and Liang, Yongming and Lin, Yen-Ting and Lupton, Robert H. and Lust, Nate B. and MacArthur, Lauren A. and Mawatari, Ken and Mineo, Sogo and Miyatake, Hironao and Miyazaki, Satoshi and More, Surhud and Morishima, Takahiro and Murayama, Hitoshi and Nakajima, Kimihiko and Nakata, Fumiaki and Nishizawa, Atsushi J. and Oguri, Masamune and Okabe, Nobuhiro and Okura, Yuki and Ono, Yoshiaki and Osato, Ken and Ouchi, Masami and Pan, Yen-Chen and Plazas Malagón, Andrés A. and Price, Paul A. and Reed, Sophie L. and Rykoff, Eli S. and Shibuya, Takatoshi and Simunovic, Mirko and Strauss, Michael A. and Sugimori, Kanako and Suto, Yasushi and Suzuki, Nao and Takada, Masahiro and Takagi, Yuhei and Takata, Tadafumi and Takita, Satoshi and Tanaka, Masayuki and Tang, Shenli and Taranu, Dan S. and Terai, Tsuyoshi and Toba, Yoshiki and Turner, Edwin L. and Uchiyama, Hisakazu and Vijarnwannaluk, Bovornpratch and Waters, Christopher Z. and Yamada, Yoshihiko and Yamamoto, Naoaki and Yamashita, Takuji},
abstractNote = {This work presents the third data release of the Hyper Suprime-Cam Subaru Strategic Program (HSC-SSP), a wide-field multi-band imaging survey with the Subaru 8.2 m telescope. HSC-SSP has three survey layers (Wide, Deep, and UltraDeep) with different area coverages and depths, designed to address a wide array of astrophysical questions. This third release from HSC-SSP includes data from 278 nights of observing time and covers about 670 deg2 in all five broad-band filters (grizy) at the full depth (~26 mag at 5σ depending on filter) in the Wide layer. If we include partially observed areas, the release covers 1470 deg2. The Deep and UltraDeep layers have ~80% of the originally planned integration times, and are considered done, as we have slightly changed the observing strategy in order to compensate for various time losses. There are a number of updates in the image processing pipeline. Of particular importance is the change in the sky subtraction algorithm; we subtract the sky on small scales before the detection and measurement stages, which has significantly reduced the number of false detections. Thanks to this and other updates, the overall quality of the processed data has improved since the previous release. However, there are limitations in the data (for example, the pipeline is not optimized for crowded fields), and we encourage the user to check the quality assurance plots as well as a list of known issues before exploiting the data. The data release website is https://hsc-release.mtk.nao.ac.jp.},
doi = {10.1093/pasj/psab122},
journal = {Publications of the Astronomical Society of Japan},
number = 2,
volume = 74,
place = {United States},
year = {Mon Feb 14 00:00:00 EST 2022},
month = {Mon Feb 14 00:00:00 EST 2022}
}
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CHORUS. I. Cosmic HydrOgen Reionization Unveiled with Subaru: Overview
journal, November 2020

  • Inoue, Akio K.; Yamanaka, Satoshi; Ouchi, Masami
  • Publications of the Astronomical Society of Japan, Vol. 72, Issue 6
  • DOI: 10.1093/pasj/psaa100

The UKIRT Infrared Deep Sky Survey (UKIDSS)
journal, August 2007

SPLASH-SXDF Multi-wavelength Photometric Catalog
journal, April 2018

  • Mehta, Vihang; Scarlata, Claudia; Capak, Peter
  • The Astrophysical Journal Supplement Series, Vol. 235, Issue 2
  • DOI: 10.3847/1538-4365/aab60c

Photometric Redshift with Bayesian Priors on Physical Properties of Galaxies
journal, February 2015

THE zCOSMOS 10k-BRIGHT SPECTROSCOPIC SAMPLE
journal, September 2009

  • Lilly, Simon J.; Le Brun, Vincent; Maier, Christian
  • The Astrophysical Journal Supplement Series, Vol. 184, Issue 2
  • DOI: 10.1088/0067-0049/184/2/218

The Complete Calibration of the Color–Redshift Relation (C3R2) Survey: Survey Overview and Data Release 1
journal, May 2017

  • Masters, Daniel C.; Stern, Daniel K.; Cohen, Judith G.
  • The Astrophysical Journal, Vol. 841, Issue 2
  • DOI: 10.3847/1538-4357/aa6f08

SpIES: THE SPITZER IRAC EQUATORIAL SURVEY
journal, June 2016

  • Timlin, John D.; Ross, Nicholas P.; Richards, Gordon T.
  • The Astrophysical Journal Supplement Series, Vol. 225, Issue 1
  • DOI: 10.3847/0067-0049/225/1/1

The FMOS-COSMOS Survey of Star-forming Galaxies at z ∼ 1.6. VI. Redshift and Emission-line Catalog and Basic Properties of Star-forming Galaxies
journal, March 2019

  • Kashino, Daichi; Silverman, John D.; Sanders, David
  • The Astrophysical Journal Supplement Series, Vol. 241, Issue 1
  • DOI: 10.3847/1538-4365/ab06c4

The Prism Multi-Object Survey (Primus). ii. data Reduction and Redshift Fitting
journal, April 2013

The WiggleZ Dark Energy Survey: survey design and first data release
journal, January 2010

  • Drinkwater, Michael J.; Jurek, Russell J.; Blake, Chris
  • Monthly Notices of the Royal Astronomical Society, Vol. 401, Issue 3
  • DOI: 10.1111/j.1365-2966.2009.15754.x

scarlet: Source separation in multi-band images by Constrained Matrix Factorization
journal, July 2018

THE 3D-HST SURVEY: HUBBLE SPACE TELESCOPE WFC3/G141 GRISM SPECTRA, REDSHIFTS, AND EMISSION LINE MEASUREMENTS FOR ∼100,000 GALAXIES
journal, August 2016

  • Momcheva, Ivelina G.; Brammer, Gabriel B.; van Dokkum, Pieter G.
  • The Astrophysical Journal Supplement Series, Vol. 225, Issue 2
  • DOI: 10.3847/0067-0049/225/2/27

Orphan GRB Afterglow Searches with the Pan-STARRS1 COSMOS Survey
journal, July 2020

  • Huang, Yun-Jing; Urata, Yuji; Huang, Kuiyun
  • The Astrophysical Journal, Vol. 897, Issue 1
  • DOI: 10.3847/1538-4357/ab8f9a

Classifying stars, galaxies, and AGNs in CLAUDS + HSC-SSP using gradient boosted decision trees
journal, March 2021

  • Golob, Anneya; Sawicki, Marcin; Goulding, Andy D.
  • Monthly Notices of the Royal Astronomical Society, Vol. 503, Issue 3
  • DOI: 10.1093/mnras/stab719

UV and U-band luminosity functions from CLAUDS and HSC-SSP – I. Using four million galaxies to simultaneously constrain the very faint and bright regimes to z ∼ 3
journal, March 2020

  • Moutard, Thibaud; Sawicki, Marcin; Arnouts, Stéphane
  • Monthly Notices of the Royal Astronomical Society, Vol. 494, Issue 2
  • DOI: 10.1093/mnras/staa706

The Gaia mission
journal, November 2016

Gaia Data Release 1 : Summary of the astrometric, photometric, and survey properties
journal, November 2016

The Deep3 Galaxy Redshift Survey: Keck/Deimos Spectroscopy in the Goods-N Field
journal, March 2011

  • Cooper, Michael C.; Aird, James A.; Coil, Alison L.
  • The Astrophysical Journal Supplement Series, Vol. 193, Issue 1
  • DOI: 10.1088/0067-0049/193/1/14

The 6dF Galaxy Survey: final redshift release (DR3) and southern large-scale structures
journal, October 2009

The sizes, masses and specific star formation rates of massive galaxies at 1.3 < z < 1.5: strong evidence in favour of evolution via minor mergers
journal, November 2012

  • McLure, R. J.; Pearce, H. J.; Dunlop, J. S.
  • Monthly Notices of the Royal Astronomical Society, Vol. 428, Issue 2
  • DOI: 10.1093/mnras/sts092

Subaru Hyper Suprime-Cam excavates colossal over- and underdense structures over 360 deg2 out to z = 1
journal, March 2021

  • Shimakawa, Rhythm; Higuchi, Yuichi; Shirasaki, Masato
  • Monthly Notices of the Royal Astronomical Society, Vol. 503, Issue 3
  • DOI: 10.1093/mnras/stab713

Forward Global Photometric Calibration of the Dark Energy Survey
journal, December 2017

LSST: From Science Drivers to Reference Design and Anticipated Data Products
journal, March 2019

  • Ivezić, Željko; Kahn, Steven M.; Tyson, J. Anthony
  • The Astrophysical Journal, Vol. 873, Issue 2
  • DOI: 10.3847/1538-4357/ab042c

The 6dF Galaxy Survey: samples, observational techniques and the first data release
journal, December 2004

Photometric redshifts for Hyper Suprime-Cam Subaru Strategic Program Data Release 1
journal, October 2017

  • Tanaka, Masayuki; Coupon, Jean; Hsieh, Bau-Ching
  • Publications of the Astronomical Society of Japan, Vol. 70, Issue SP1
  • DOI: 10.1093/pasj/psx077

S‐COSMOS: The Spitzer Legacy Survey of the Hubble Space Telescope ACS 2 deg 2 COSMOS Field I: Survey Strategy and First Analysis
journal, September 2007

  • Sanders, D. B.; Salvato, M.; Aussel, H.
  • The Astrophysical Journal Supplement Series, Vol. 172, Issue 1
  • DOI: 10.1086/517885

The Sloan Digital Sky Survey Quasar Catalog: Fourteenth data release
journal, May 2018

Photometric Calibration of the First 1.5 Years of the Pan-Starrs1 Survey
journal, August 2012

Evolution of the Galaxy Merger Fraction in the CLAUDS+HSC-SSP Deep Fields
journal, June 2021

  • Thibert, Nathalie; Sawicki, Marcin; Goulding, Andy
  • Research Notes of the AAS, Vol. 5, Issue 6
  • DOI: 10.3847/2515-5172/ac0911

Clustering properties of high-redshift red galaxies in SA22 from the UKIDSS Deep eXtragalactic Survey: Clustering of EROs and DRGs in UKIDSS DXS SA22
journal, September 2010

The Spitzer Extragalactic Representative Volume Survey (SERVS): Survey Definition and Goals*
journal, July 2012

  • Mauduit, J. -C.; Lacy, M.; Farrah, D.
  • Publications of the Astronomical Society of the Pacific, Vol. 124, Issue 917
  • DOI: 10.1086/666945

The Hyper Suprime-Cam SSP transient survey in COSMOS: Overview
journal, May 2019

  • Yasuda, Naoki; Tanaka, Masaomi; Tominaga, Nozomu
  • Publications of the Astronomical Society of Japan, Vol. 71, Issue 4
  • DOI: 10.1093/pasj/psz050

The Complete Calibration of the Color–Redshift Relation (C3R2) Survey: Analysis and Data Release 2
journal, May 2019

  • Masters, Daniel C.; Stern, Daniel K.; Cohen, Judith G.
  • The Astrophysical Journal, Vol. 877, Issue 2
  • DOI: 10.3847/1538-4357/ab184d

3d-Hst Wfc3-Selected Photometric Catalogs in the five Candels/3d-Hst Fields: Photometry, Photometric Redshifts, and Stellar Masses
journal, October 2014

  • Skelton, Rosalind E.; Whitaker, Katherine E.; Momcheva, Ivelina G.
  • The Astrophysical Journal Supplement Series, Vol. 214, Issue 2
  • DOI: 10.1088/0067-0049/214/2/24

The VIMOS Public Extragalactic Survey (VIPERS): First Data Release of 57 204 spectroscopic measurements
journal, January 2014

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