Source selection for cluster weak lensing measurements in the Hyper Suprime-Cam survey

被引:56
作者
Medezinski, Elinor [1 ]
Oguri, Masamune [2 ,3 ,4 ]
Nishizawa, Atsushi J. [5 ]
Speagle, Joshua S. [6 ]
Miyatake, Hironao [2 ,7 ]
Umetsu, Keiichi [8 ]
Leauthaud, Alexie [9 ]
Murata, Ryoma [2 ,4 ]
Mandelbaum, Rachel [10 ]
Sifon, Cristobal [1 ]
Strauss, Michael A. [1 ]
Huang, Song [2 ,9 ]
Simet, Melanie [7 ,11 ]
Okabe, Nobuhiro [12 ,13 ]
Tanaka, Masayuki [14 ]
Komiyama, Yutaka [14 ,15 ]
机构
[1] Princeton Univ, Dept Astrophys Sci, 4 Ivy Lane, Princeton, NJ 08544 USA
[2] Univ Tokyo, Tokyo Inst Adv Study, Kavli Inst Phys & Math Universe Kavli IPMU, WPI, 5-1-5 Kashiwanoha, Kashiwa, Chiba 2778583, Japan
[3] Univ Tokyo, Res Ctr Early Universe, Bunkyo Ku, 7-3-1 Hongo, Tokyo 1130033, Japan
[4] Univ Tokyo, Dept Phys, Bunkyo Ku, 7-3-1 Hongo, Tokyo 1130033, Japan
[5] Nagoya Univ, Inst Adv Res, Chikusa Ku, Furo Cho, Nagoya, Aichi 4648602, Japan
[6] Harvard Univ, 60 Garden St, Cambridge, MA 02138 USA
[7] CALTECH, Jet Prop Lab, Pasadena, CA 91109 USA
[8] Acad Sinica, Inst Astron & Astrophys, POB 23-141, Taipei 10617, Taiwan
[9] Univ Calif Santa Cruz, Dept Astron & Astrophys, 1156 High St, Santa Cruz, CA 95064 USA
[10] Carnegie Mellon Univ, McWilliams Ctr Cosmol, Dept Phys, Pittsburgh, PA 15213 USA
[11] Univ Calif Riverside, 900 Univ Ave, Riverside, CA 92521 USA
[12] Hiroshima Univ, Dept Phys Sci, 1-3-1 Kagamiyama, Higashihiroshima, Hiroshima 7398526, Japan
[13] Hiroshima Univ, Hiroshima Astrophys Sci Ctr, 1-3-1 Kagamiyama, Higashihiroshima, Hiroshima 7398526, Japan
[14] Natl Astron Observ Japan, 2-21-1 Osawa, Mitaka, Tokyo 1818588, Japan
[15] SOKENDAI, Dept Astron, Sch Sci, 2-21-1 Osawa, Mitaka, Tokyo 1818588, Japan
基金
美国国家科学基金会; 美国国家航空航天局; 日本科学技术振兴机构; 日本学术振兴会;
关键词
dark matter; galaxies: clusters: general; gravitational lensing: weak; SUBARU STRATEGIC PROGRAM; DARK-MATTER HALOES; PHOTOMETRIC REDSHIFT ESTIMATION; STEEP MASS PROFILE; GALAXY CLUSTERS; BACKGROUND GALAXIES; SYSTEMATIC-ERRORS; SOFTWARE PIPELINE; IMAGE-ANALYSIS; DATA RELEASE;
D O I
10.1093/pasj/psy009
中图分类号
P1 [天文学];
学科分类号
0704 ;
摘要
We present optimized source galaxy selection schemes for measuring cluster weak lensing (WL) mass profiles unaffected by clustermember dilution from the Subaru Hyper Suprime-Cam Strategic Survey Program (HSC-SSP). The ongoing HSC-SSP survey will uncover thousands of galaxy clusters to z less than or similar to 1.5. In deriving cluster masses viaWL, a critical source of systematics is contamination and dilution of the lensing signal by cluster members, and by foreground galaxies whose photometric redshifts are biased. Using the first-year CAMIRA catalog of similar to 900 clusters with richness larger than 20 found in similar to 140 deg(2) of HSC-SSP data, we devise and compare several source selection methods, including selection in color-color space (CC-cut), and selection of robust photometric redshifts by applying constraints on their cumulative probability distribution function (P-cut). We examine the dependence of the contamination on the chosen limits adopted for each method. Using the proper limits, these methods give mass profiles with minimal dilution in agreement with one another. We find that not adopting either the CC-cut or P-cut methods results in an underestimation of the total cluster mass (13% +/- 4%) and the concentration of the profile (24% +/- 11%). The level of cluster contamination can reach as high as similar to 10% at R approximate to 0.24 Mpc/ h for low-z clusters without cuts, while employing either the P-cut or CC-cut results in cluster contamination consistent with zero to within the 0.5% uncertainties. Our robust methods yield a similar to 60 sigma detection of the stacked CAMIRA surface mass density profile, with a mean mass of M-200c = [1.67 +/- 0.05(stat)] x 10(14) M-circle dot/h.
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页数:20
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共 87 条
  • [1] First data release of the Hyper Suprime-Cam Subaru Strategic Program
    Aihara, Hiroaki
    Armstrong, Robert
    Bickerton, Steven
    Bosch, James
    Coupon, Jean
    Furusawa, Hisanori
    Hayashi, Yusuke
    Ikeda, Hiroyuki
    Kamata, Yukiko
    Karoji, Hiroshi
    Kawanomoto, Satoshi
    Koike, Michitaro
    Komiyama, Yutaka
    Lang, Dustin
    Lupton, Robert H.
    Mineo, Sogo
    Miyatake, Hironao
    Miyazaki, Satoshi
    Morokuma, Tomoki
    Obuchi, Yoshiyuki
    Oishi, Yukie
    Okura, Yuki
    Price, Paul A.
    Takata, Tadafumi
    Tanaka, Manobu M.
    Tanaka, Masayuki
    Tanaka, Yoko
    Uchida, Tomohisa
    Uraguchi, Fumihiro
    Utsumi, Yousuke
    Wang, Shiang-Yu
    Yamada, Yoshihiko
    Yamanoi, Hitomi
    Yasuda, Naoki
    Arimoto, Nobuo
    Chiba, Masashi
    Finet, Francois
    Fujimori, Hiroki
    Fujimoto, Seiji
    Furusawa, Junko
    Goto, Tomotsugu
    Goulding, Andy
    Gunn, James E.
    Harikane, Yuichi
    Hattori, Takashi
    Hayashi, Masao
    Helminiak, Krzysztof G.
    Higuchi, Ryo
    Hikage, Chiaki
    Ho, Paul T. P.
    [J]. PUBLICATIONS OF THE ASTRONOMICAL SOCIETY OF JAPAN, 2018, 70
  • [2] The Hyper Suprime-Cam SSP Survey: Overview and survey design
    Aihara, Hiroaki
    Arimoto, Nobuo
    Armstrong, Robert
    Arnouts, Stephane
    Bahcall, Neta A.
    Bickerton, Steven
    Bosch, James
    Bundy, Kevin
    Capak, Peter L.
    Chan, James H. H.
    Chiba, Masashi
    Coupon, Jean
    Egami, Eiichi
    Enoki, Motohiro
    Finet, Francois
    Fujimori, Hiroki
    Fujimoto, Seiji
    Furusawa, Hisanori
    Furusawa, Junko
    Goto, Tomotsugu
    Goulding, Andy
    Greco, Johnny P.
    Greene, Jenny E.
    Gunn, James E.
    Hamana, Takashi
    Harikane, Yuichi
    Hashimoto, Yasuhiro
    Hattori, Takashi
    Hayashi, Masao
    Hayashi, Yusuke
    Helminiak, Krzysztof G.
    Higuchi, Ryo
    Hikage, Chiaki
    Ho, Paul T. P.
    Hsieh, Bau-Ching
    Huang, Kuiyun
    Huang, Song
    Ikeda, Hiroyuki
    Imanishi, Masatoshi
    Inoue, Akio K.
    Iwasawa, Kazushi
    Iwata, Ikuru
    Jaelani, Anton T.
    Jian, Hung-Yu
    Kamata, Yukiko
    Karoji, Hiroshi
    Kashikawa, Nobunari
    Katayama, Nobuhiko
    Kawanomoto, Satoshi
    Kayo, Issha
    [J]. PUBLICATIONS OF THE ASTRONOMICAL SOCIETY OF JAPAN, 2018, 70
  • [3] [Anonymous], 2019, ASTROPHYS J
  • [4] Weighing the Giants - III. Methods and measurements of accurate galaxy cluster weak-lensing masses
    Applegate, Douglas E.
    von der Linden, Anja
    Kelly, Patrick L.
    Allen, Mark T.
    Allen, Steven W.
    Burchat, Patricia R.
    Burke, David L.
    Ebeling, Harald
    Mantz, Adam
    Morris, R. Glenn
    [J]. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, 2014, 439 (01) : 48 - 72
  • [5] An Open Source Application Framework for Astronomical Imaging Pipelines
    Axelrod, T.
    Kantor, J.
    Lupton, R. H.
    Pierfederici, F.
    [J]. SOFTWARE AND CYBERINFRASTRUCTURE FOR ASTRONOMY, 2010, 7740
  • [6] Weak gravitational lensing
    Bartelmann, M
    Schneider, P
    [J]. PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS, 2001, 340 (4-5): : 291 - 472
  • [7] ON THE ACCURACY OF WEAK-LENSING CLUSTER MASS RECONSTRUCTIONS
    Becker, Matthew R.
    Kravtsov, Andrey V.
    [J]. ASTROPHYSICAL JOURNAL, 2011, 740 (01)
  • [8] Bayesian photometric redshift estimation
    Benítez, N
    [J]. ASTROPHYSICAL JOURNAL, 2000, 536 (02) : 571 - 583
  • [9] OPTIMAL FILTER SYSTEMS FOR PHOTOMETRIC REDSHIFT ESTIMATION
    Benitez, N.
    Moles, M.
    Aguerri, J. A. L.
    Alfaro, E.
    Broadhurst, T.
    Cabrera-Cano, J.
    Castander, F. J.
    Cepa, J.
    Cervino, M.
    Cristobal-Hornillos, D.
    Fernandez-Soto, A.
    Gonzalez Delgado, R. M.
    Infante, L.
    Marquez, I.
    Martinez, V. J.
    Masegosa, J.
    Del Olmo, A.
    Perea, J.
    Prada, F.
    Quintana, J. M.
    Sanchez, S. F.
    [J]. ASTROPHYSICAL JOURNAL LETTERS, 2009, 692 (01): : L5 - L8
  • [10] Shapes and shears, stars and smears: Optimal measurements for weak lensing
    Bernstein, GM
    Jarvis, M
    [J]. ASTRONOMICAL JOURNAL, 2002, 123 (02) : 583 - 618