Consistent lensing and clustering in a low-S8 Universe with BOSS, DES Year 3, HSC Year 1, and KiDS-1000

被引:50
|
作者
Amon, A. [1 ,2 ]
Robertson, N. C. [1 ,2 ]
Miyatake, H. [3 ,4 ]
Heymans, C. [5 ,6 ]
White, M. [7 ,8 ]
DeRose, J. [8 ]
Yuan, S. [9 ]
Wechsler, R. H. [9 ,10 ,11 ]
Varga, T. N. [12 ,13 ]
Bocquet, S. [14 ]
Dvornik, A. [6 ]
More, S. [15 ]
Ross, A. J. [16 ]
Hoekstra, H. [17 ]
Alarcon, A. [18 ]
Asgari, M. [5 ,19 ]
Blazek, J. [20 ,21 ]
Campos, A. [22 ]
Chen, R. [23 ]
Choi, A. [24 ]
Crocce, M. [25 ,26 ]
Diehl, H. T. [27 ]
Doux, C. [28 ]
Eckert, K. [28 ]
Elvin-Poole, J. [16 ,29 ]
Everett, S. [30 ]
Ferte, A. [30 ]
Gatti, M. [28 ]
Giannini, G. [31 ]
Gruen, D. [12 ]
Gruendl, R. A. [32 ,33 ]
Hartley, W. G. [34 ]
Herner, K. [27 ]
Hildebrandt, H. [6 ]
Huang, S. [35 ]
Huff, E. M. [30 ]
Joachimi, B. [36 ]
Lee, S. [23 ]
MacCrann, N. [37 ]
Myles, J. [9 ,10 ,11 ]
Navarro-Alsina, A. [38 ]
Nishimichi, T. [4 ,39 ]
Prat, J. [40 ,41 ]
Secco, L. F. [40 ]
Sevilla-Noarbe, I [42 ]
Sheldon, E. [43 ]
Shin, T. [28 ]
Troster, T. [5 ]
Troxel, M. A. [23 ]
Tutusaus, I [25 ,26 ,44 ,45 ]
机构
[1] Univ Cambridge, Kavli Inst Cosmol, Madingley Rd, Cambridge CB3 0HA, England
[2] Univ Cambridge, Inst Astron, Madingley Rd, Cambridge CB3 0HA, England
[3] Nagoya Univ, Kobayashi Maskawa Inst Origin Particles & Univers, Nagoya, Aichi 4648602, Japan
[4] Univ Tokyo, Kavli Inst Phys & Math Universe WPI, Chiba 2778583, Japan
[5] Univ Edinburgh, Inst Astron, Royal Observ, Blackford Hill, Edinburgh EH9 3HJ, Midlothian, Scotland
[6] Ruhr Univ Bochum, Astron Inst, German Ctr Cosmol Lensing GCCL, Univ Str 150, D-44801 Bochum, Germany
[7] Univ Calif Berkeley, Dept Phys, Berkeley, CA 94720 USA
[8] Lawrence Berkeley Natl Lab, Phys Div, Berkeley, CA USA
[9] Stanford Univ, Kavli Inst Particle Astrophys & Cosmol, POB 2450, Stanford, CA 94305 USA
[10] Stanford Univ, Dept Phys, 382 Via Pueblo Mall, Stanford, CA 94305 USA
[11] SLAC Natl Accelerator Lab, Menlo Pk, CA 94025 USA
[12] Max Planck Inst Extraterr Phys, Giessenbachstr, D-85748 Garching, Germany
[13] Ludwig Maximilians Univ M Unchen, Univ Sternwarte, Fak Phys, Scheinetstr 1, D-81679 Munich, Germany
[14] Interuniv Ctr Astron & Astrophys, Post Bag 4, Pune 411007, Maharashtra, India
[15] Ludwig Maximilians Univ Munchen, Fac Phys, Scheinerstr 1, D-81679 Munich, Germany
[16] Ohio State Univ, Ctr Cosmol & Astroparticle Phys, Columbus, OH 43210 USA
[17] Santa Cruz Inst Particle Phys, Santa Cruz, CA 95064 USA
[18] Leiden Univ, Leiden Observ, Niels Bohrweg 2, NL-2333 CA Leiden, Netherlands
[19] Argonne Natl Lab, 9700 South Cass Ave, Lemont, IL 60439 USA
[20] Univ Hull, EA Milne Ctr, Cottingham Rd, Kingston Upon Hull HU6 7RX, N Humberside, England
[21] Northeastern Univ, Dept Phys, Boston, MA 02115 USA
[22] Ecole Polytech Fed Lausanne EPFL, Lab Astrophys, Observ Sauverny, CH-1290 Versoix, Switzerland
[23] Carnegie Mellon Univ, Dept Phys, Pittsburgh, PA 15312 USA
[24] Duke Univ, Dept Phys, Durham, NC 27708 USA
[25] CALTECH, 1200 East Calif Blvd,MC 249-17, Pasadena, CA 91125 USA
[26] Inst Estudis Espacials Catalunya IEEC, Barcelona 08034, Spain
[27] CSIC, Inst Space Sci ICE, Campus UAB,Carrer Can Magrans S-N, E-08193 Barcelona, Spain
[28] Fermilab Natl Accelerator Lab, POB 500, Batavia, IL 60510 USA
[29] Univ Penn, Dept Phys & Astron, Philadelphia, PA 19104 USA
[30] Ohio State Univ, Dept Phys, Columbus, OH 43210 USA
[31] CALTECH, Jet Prop Lab, 4800 Oak Grove Dr, Pasadena, CA 91109 USA
[32] Barcelona Inst Sci & Technol, Inst Fis Altes Energies IFAE, Campus UAB, E-08193 Bellaterra, Barcelona, Spain
[33] Natl Ctr Super Comp Applicat, Ctr Astrophys Surveys, 1205 West Clark St, Urbana, IL 61801 USA
[34] Univ Illinois, Dept Astron, 1002 Green St, Urbana, IL 61801 USA
[35] Univ Geneva, Dept Astron, Ch Ecogia 16, CH-1290 Versoix, Switzerland
[36] UCL, Dept Phys & Astron, Gower St, London WC1E 6BT, England
[37] Univ Cambridge, Dept Appl Math & Theoret Phys, Cambridge CB3 0WA, England
[38] Univ Estadual Campinas, Inst Fis Gleb Wataghin, BR-13083859 Campinas, SP, Brazil
[39] Kyoto Univ, Ctr Gravitat Phys, Yukawa Inst Theoret Phys, Kyoto 6068502, Japan
[40] Univ Chicago, Dept Astron & Astrophys, Chicago, IL 60637 USA
[41] Univ Chicago, Kavli Inst Cosmol Phys, Chicago, IL 60637 USA
[42] Ctr Invest Energet Medioambientales & Tecnol CIEM, Madrid, Spain
[43] Brookhaven Natl Lab, Bldg 510, Upton, NY 11973 USA
[44] Univ Geneva, Dept Phys Theor, 24 Quai Ernest Ansermet, CH-1211 Geneva, Switzerland
[45] Univ Geneva, Ctr Astroparticle Phys, 24 Quai Ernest Ansermet, CH-1211 Geneva, Switzerland
[46] Lab Interinst E Astron LIneA, Rua Gal Jose Cristino 77, BR-20921400 Rio De Janeiro, RJ, Brazil
[47] Univ Portsmouth, Inst Cosmol & Gravitat, Portsmouth PO1 3FX, Hants, England
[48] Polish Acad Sci, Ctr Theoret Phys, Al Lotnikow 32-46, PL-02668 Warsaw, Poland
[49] Inst Astrofis Canarias, E-38205 Tenerife, Spain
[50] Univ La Laguna, Dept Astrofis, E-38206 Tenerife, Spain
基金
日本科学技术振兴机构; 欧洲研究理事会; 英国科学技术设施理事会; 美国国家科学基金会;
关键词
gravitational lensing: weak; large-scale structure of Universe; cosmology: observations; DIGITAL SKY SURVEY; OSCILLATION SPECTROSCOPIC SURVEY; COSMOLOGICAL PARAMETER CONSTRAINTS; DARK-MATTER HALOES; SIMULATING GALAXY FORMATION; ASSEMBLY BIAS; DATA RELEASE; OCCUPATION DISTRIBUTION; CROSS-CORRELATION; SCALE-DEPENDENCE;
D O I
10.1093/mnras/stac2938
中图分类号
P1 [天文学];
学科分类号
0704 ;
摘要
We evaluate the consistency between lensing and clustering based on measurements from Baryon Oscillation Spectroscopic Survey combined with galaxy-galaxy lensing from Dark Energy Survey (DES) Year 3, Hyper Suprime-Cam Subaru Strategic Program (HSC) Year 1, and Kilo-Degree Survey (KiDS)-1000. We find good agreement between these lensing data sets. We model the observations using the DARK EMULATOR and fit the data at two fixed cosmologies: Planck (S-8 = 0.83), and a Lensing cosmology (S-8 = 0.76). For a joint analysis limited to large scales, we find that both cosmologies provide an acceptable fit to the data. Full utilization of the higher signal-to-noise small-scale measurements is hindered by uncertainty in the impact of baryon feedback and assembly bias, which we account for with a reasoned theoretical error budget. We incorporate a systematic inconsistency parameter for each redshift bin, A, that decouples the lensing and clustering. With a wide range of scales, we find different results for the consistency between the two cosmologies. Limiting the analysis to the bins for which the impact of the lens sample selection is expected to be minimal, for the Lensing cosmology, the measurements are consistent with A = 1; A = 0.91 +/- 0.04 (A = 0.97 +/- 0.06) using DES+KiDS (HSC). For the Planck case, we find a discrepancy: A = 0.79 +/- 0.03 (A = 0.84 +/- 0.05) using DES+KiDS (HSC). We demonstrate that a kinematic Sunyaev-Zeldovich-based estimate for baryonic effects alleviates some of the discrepancy in the Planck cosmology. This analysis demonstrates the statistical power of small-scale measurements; however, caution is still warranted given modelling uncertainties and foreground sample selection effects.
引用
收藏
页码:477 / 503
页数:27
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