- Featured in Physics
- Editors' Suggestion
- Open Access
First Identification of a CMB Lensing Signal Produced by 1.5 Million Galaxies at : Constraints on Matter Density Fluctuations at High Redshift
Phys. Rev. Lett. 129, 061301 – Published 1 August, 2022
DOI: https://doi.org/10.1103/PhysRevLett.129.061301
Abstract
We report the first detection of the dark matter distribution around Lyman break galaxies (LBGs) at high redshift through the cosmic microwave background (CMB) lensing measurements with the public Planck PR3 map. The LBG sample consists of 1 473 106 objects with the median redshift of that are identified in a total area of observed by the Hyper Suprime-Cam Strategic Survey Program survey. After careful investigations of systematic uncertainties, such as contamination from foreground galaxies and cosmic infrared background, we obtain the significant detection of the CMB lensing signal at that is dominated by 2-halo term signals of the LBGs. Fitting a simple model consisting of the Navarro-Frenk-White profile and the linear-bias model, we obtain the typical halo mass of . Combining the CMB lensing and galaxy-galaxy clustering signals on the large scales, we demonstrate the first cosmological analysis at that constrains . We find that our constraint on is roughly consistent with the Planck cosmology, while this constraint is lower than the Planck cosmology over the level. This study opens up a new window for constraining cosmological parameters at high redshift by the combination of CMB and high- galaxies, as well as studying the interplay between galaxy evolution and large-scale structure at such high redshift, by upcoming CMB and optical and near-infrared imaging surveys.
Physics Subject Headings (PhySH)
Viewpoint
Dark Matter Mapped Around Distant Galaxies
Gravitational lensing of the cosmic microwave background has been used to probe the distribution of dark matter around some of the earliest galaxies in the Universe.
See more in Physics
Article Text
References (61)
- R. S. Somerville and R. Davé, Physical models of galaxy formation in a cosmological framework, Annu. Rev. Astron. Astrophys. 53, 51 (2015).
- R. H. Wechsler and J. L. Tinker, The connection between galaxies and their dark matter halos, Annu. Rev. Astron. Astrophys. 56, 435 (2018).
- H. J. McCracken, M. Wolk, S. Colombi, M. Kilbinger, O. Ilbert, S. Peirani, J. Coupon, J. Dunlop, B. Milvang-Jensen, K. Caputi, H. Aussel, M. Béthermin, and O. Le Fèvre, Probing the galaxy-halo connection in UltraVISTA to , Mon. Not. R. Astron. Soc. 449, 901 (2015).
- P. W. Hatfield, S. N. Lindsay, M. J. Jarvis, B. Häußler, M. Vaccari, and A. Verma, The galaxy-halo connection in the VIDEO survey at , Mon. Not. R. Astron. Soc. 459, 2618 (2016).
- S. Ishikawa, N. Kashikawa, J. Toshikawa, M. Tanaka, T. Hamana, Y. Niino, K. Ichikawa, and H. Uchiyama, The galaxy-halo connection in high-redshift universe: Details and evolution of stellar-to-halo mass ratios of Lyman break galaxies on CFHTLS deep fields, Astrophys. J. 841, 8 (2017).
- W. I. Cowley, K. I. Caputi, S. Deshmukh, M. L. N. Ashby, G. G. Fazio, O. Le Fèvre, J. P. U. Fynbo, O. Ilbert, H. J. McCracken, B. Milvang-Jensen, and R. S. Somerville, The galaxy-halo connection for as revealed by the spitzer matching survey of the ultraVISTA ultra-deep stripes, Astrophys. J. 853, 69 (2018).
- Y. Harikane, M. Ouchi, Y. Ono, S. Saito, P. Behroozi, S. More, K. Shimasaku, J. Toshikawa, Y.-T. Lin, M. Akiyama, J. Coupon, Y. Komiyama, A. Konno, S.-C. Lin, S. Miyazaki, A. J. Nishizawa, T. Shibuya, and J. Silverman, GOLDRUSH. II. Clustering of galaxies at revealed with the half-million dropouts over the area corresponding to , Publ. Astron. Soc. Jpn. 70, S11 (2018).
- A. Leauthaud et al., New constraints on the evolution of the stellar-to-dark matter connection: A combined analysis of galaxy-galaxy lensing, clustering, and stellar mass functions from to , Astrophys. J. 744, 159 (2012).
- J. Coupon et al., The galaxy-halo connection from a joint lensing, clustering and abundance analysis in the CFHTLenS/VIPERS field, Mon. Not. R. Astron. Soc. 449, 1352 (2015).
- S. Huang, A. Leauthaud, A. Hearin, P. Behroozi, C. Bradshaw, F. Ardila, J. Speagle, A. Tenneti, K. Bundy, J. Greene, C. Sifón, and N. Bahcall, Weak lensing reveals a tight connection between dark matter halo mass and the distribution of stellar mass in massive galaxies, Mon. Not. R. Astron. Soc. 492, 3685 (2020).
- E. N. Taylor, M. E. Cluver, A. Duffy, P. Gurri, H. Hoekstra, A. Sonnenfeld, M. N. Bremer, M. M. Brouwer, N. E. Chisari, A. Dvornik, T. Erben, H. Hildebrandt, A. M. Hopkins, L. S. Kelvin, S. Phillipps, A. S. G. Robotham, C. Sifón, M. Vakili, and A. H. Wright, : Empirical correlations between halo mass and other galaxy properties near the knee of the stellar-to-halo mass relation, Mon. Not. R. Astron. Soc. 499, 2896 (2020).
- M. Cacciato, F. C. van den Bosch, S. More, H. Mo, and X. Yang, Cosmological constraints from a combination of galaxy clustering and lensing—III. Application to SDSS data, Mon. Not. R. Astron. Soc. 430, 767 (2013).
- S. More, H. Miyatake, R. Mandelbaum, M. Takada, D. N. Spergel, J. R. Brownstein, and D. P. Schneider, The weak lensing signal and the clustering of BOSS galaxies. II. Astrophysical and cosmological constraints, Astrophys. J. 806, 2 (2015).
- R. Mandelbaum, A. Slosar, T. Baldauf, U. Seljak, C. M. Hirata, R. Nakajima, R. Reyes, and R. E. Smith, Cosmological parameter constraints from galaxy-galaxy lensing and galaxy clustering with the SDSS DR7, Mon. Not. R. Astron. Soc. 432, 1544 (2013).
- T. M. C. Abbott et al. (Dark Energy Survey Collaboration), Dark Energy Survey year 1 results: Cosmological constraints from galaxy clustering and weak lensing, Phys. Rev. D 98, 043526 (2018).
- C. Heymans et al., KiDS-1000 Cosmology: Multi-probe weak gravitational lensing and spectroscopic galaxy clustering constraints, Astron. Astrophys. 646, A140 (2021).
- A. G. Riess, S. Casertano, W. Yuan, L. M. Macri, and D. Scolnic, Large magellanic cloud cepheid standards provide a 1% foundation for the determination of the Hubble constant and stronger evidence for physics beyond , Astrophys. J. 876, 85 (2019).
- E. Di Valentino, O. Mena, S. Pan, L. Visinelli, W. Yang, A. Melchiorri, D. F. Mota, A. G. Riess, and J. Silk, In the realm of the Hubble tension—a review of solutions, arXiv:2103.01183.
- A. Klypin, V. Poulin, F. Prada, J. Primack, M. Kamionkowski, V. Avila-Reese, A. Rodriguez-Puebla, P. Behroozi, D. Hellinger, and T. L. Smith, Clustering and halo abundances in early dark energy cosmological models, Mon. Not. R. Astron. Soc. 504, 769 (2021).
- H. Hildebrandt, J. Pielorz, T. Erben, L. van Waerbeke, P. Simon, and P. Capak, CARS: The CFHTLS-Archive-Research Survey. II. Weighing dark matter halos of Lyman-break galaxies at , Astron. Astrophys. 498, 725 (2009).
- S. Miyazaki et al., Hyper Suprime-Cam: System design and verification of image quality, Publ. Astron. Soc. Jpn. 70, S1 (2018).
- H. Aihara et al., Second data release of the Hyper Suprime-Cam Subaru Strategic Program, Publ. Astron. Soc. Jpn. 71, 114 (2019).
- J. Bosch et al., The Hyper Suprime-Cam software pipeline, Publ. Astron. Soc. Jpn. 70, S5 (2018).
- J. Bosch et al., An Overview of the LSST Image Processing Pipelines, in Astronomical Data Analysis Software and Systems XXVII, edited by P. J. Teuben, M. W. Pound, B. A. Thomas, and E. M. Warner, Astronomical Society of the Pacific Conference Series Vol. 523 (2019), p. 521, https://ui.adsabs.harvard.edu/abs/2019ASPC..523..521B/abstract.
- Y. Ono et al., Great Optically Luminous Dropout Research Using Subaru HSC (GOLDRUSH). I. UV luminosity functions at derived with the half-million dropouts on the sky, Publ. Astron. Soc. Jpn. 70, S10 (2018).
- Y. Harikane, Y. Ono, M. Ouchi, C. Liu, M. Sawicki, T. Shibuya, P. S. Behroozi, W. He, K. Shimasaku, S. Arnouts, J. Coupon, S. Fujimoto, S. Gwyn, J. Huang, A. K. Inoue, N. Kashikawa, Y. Komiyama, Y. Matsuoka, and C. J. Willott, GOLDRUSH. IV. Luminosity functions and clustering revealed with Galaxies at : Galaxy-AGN transition, star formation efficiency, and implication for evolution at , arXiv:2108.01090.
- J. Toshikawa, H. Uchiyama, N. Kashikawa, M. Ouchi, R. Overzier, Y. Ono, Y. Harikane, S. Ishikawa, T. Kodama, Y. Matsuda, Y.-T. Lin, M. Onoue, M. Tanaka, T. Nagao, M. Akiyama, Y. Komiyama, T. Goto, and C.-H. Lee, GOLDRUSH. III. A systematic search for protoclusters at based on the area, Publ. Astron. Soc. Jpn. 70, S12 (2018).
- H. Aihara et al., First data release of the Hyper Suprime-Cam Subaru Strategic Program, Publ. Astron. Soc. Jpn. 70, S8 (2018).
- N. Aghanim et al. (Planck Collaboration), Planck 2018 results. VIII. Gravitational lensing, arXiv:1807.06210.
- J. F. Navarro, C. S. Frenk, and S. D. M. White, The structure of cold dark matter halos, Astrophys. J. 462, 563 (1996).
- J. F. Navarro, C. S. Frenk, and S. D. M. White, A universal density profile from hierarchical clustering, Astrophys. J. 490, 493 (1997).
- M. Takada and B. Jain, The three-point correlation function in cosmology, Mon. Not. R. Astron. Soc. 340, 580 (2003).
- A. R. Duffy, J. Schaye, S. T. Kay, and C. Dalla Vecchia, Dark matter halo concentrations in the Wilkinson Microwave Anisotropy Probe year 5 cosmology, Mon. Not. R. Astron. Soc. 390, L64 (2008).
- J. L. Tinker, B. E. Robertson, A. V. Kravtsov, A. Klypin, M. S. Warren, G. Yepes, and S. Gottlöber, The Large-scale Bias of Dark Matter Halos: Numerical Calibration and Model Tests, Astrophys. J. 724, 878 (2010).
- A. Lewis and S. Bridle, Cosmological parameters from CMB and other data: A Monte Carlo approach, Phys. Rev. D 66, 103511 (2002).
- R. Mandelbaum et al., The first-year shear catalog of the Subaru Hyper Suprime-Cam Subaru Strategic Program Survey, Publ. Astron. Soc. Jpn. 70, S25 (2018).
- R. Mandelbaum, F. Lanusse, A. Leauthaud, R. Armstrong, M. Simet, H. Miyatake, J. E. Meyers, J. Bosch, R. Murata, S. Miyazaki, and M. Tanaka, Weak lensing shear calibration with simulations of the HSC survey, Mon. Not. R. Astron. Soc. 481, 3170 (2018).
- R. Mandelbaum, C. M. Hirata, U. Seljak, J. Guzik, N. Padmanabhan, C. Blake, M. R. Blanton, R. Lupton, and J. Brinkmann, Systematic errors in weak lensing: Application to SDSS galaxy-galaxy weak lensing, Mon. Not. R. Astron. Soc. 361, 1287 (2005).
- R. Nakajima, R. Mandelbaum, U. Seljak, J. D. Cohn, R. Reyes, and R. Cool, Photometric redshift requirements for lens galaxies in galaxy-galaxy lensing analyses, Mon. Not. R. Astron. Soc. 420, 3240 (2012).
- D. Foreman-Mackey, D. W. Hogg, D. Lang, and J. Goodman, emcee: The MCMC Hammer, Publ. Astron. Soc. Pac. 125, 306 (2013).
- K. Umetsu, Cluster-galaxy weak lensing, Astron. Astrophys. Rev. 28, 7 (2020).
Throughout this Letter, we adopt the mode of the posterior distribution to infer the central value of the parameter, and the highest density interval of the posterior to infer the credible interval of the parameter. We use the marginalized posterior distribution when there are multiple fitting parameters.
- T. Baldauf, R. E. Smith, U. Seljak, and R. Mand elbaum, Algorithm for the direct reconstruction of the dark matter correlation function from weak lensing and galaxy clustering, Phys. Rev. D 81, 063531 (2010).
- N. Aghanim (Planck Collaboration), Planck 2018 results. VI. Cosmological parameters, Astron. Astrophys. 641, A6 (2020).
- T. Hamana, M. Shirasaki, S. Miyazaki, C. Hikage, M. Oguri, S. More, R. Armstrong, A. Leauthaud, R. Mandelbaum, H. Miyatake, A. J. Nishizawa, M. Simet, M. Takada, H. Aihara, J. Bosch, Y. Komiyama, R. Lupton, H. Murayama, M. A. Strauss, and M. Tanaka, Cosmological constraints from cosmic shear two-point correlation functions with HSC survey first-year data, Publ. Astron. Soc. Jpn. 72, 16 (2020).
- S. Joudaki et al., : Cosmological parameter constraints from weak gravitational lensing tomography and overlapping redshift-space galaxy clustering, Mon. Not. R. Astron. Soc. 474, 4894 (2018).
- F. Beutler, C. Blake, M. Colless, D. H. Jones, L. Staveley-Smith, G. B. Poole, L. Campbell, Q. Parker, W. Saunders, and F. Watson, The 6dF Galaxy Survey: measurements of the growth rate and , Mon. Not. R. Astron. Soc. 423, 3430 (2012).
- W. J. Percival et al., The 2dF Galaxy Redshift Survey: Spherical harmonics analysis of fluctuations in the final catalogue, Mon. Not. R. Astron. Soc. 353, 1201 (2004).
- C. Blake, I. K. Baldry, J. Bland-Hawthorn, L. Christodoulou, M. Colless, C. Conselice, S. P. Driver, A. M. Hopkins, J. Liske, J. Loveday, P. Norberg, J. A. Peacock, G. B. Poole, and A. S. G. Robotham, Galaxy And Mass Assembly (GAMA): Improved cosmic growth measurements using multiple tracers of large-scale structure, Mon. Not. R. Astron. Soc. 436, 3089 (2013).
- C. Blake et al., The WiggleZ Dark Energy Survey: The growth rate of cosmic structure since redshift , Mon. Not. R. Astron. Soc. 415, 2876 (2011).
- S. Alam et al., The clustering of galaxies in the completed SDSS-III Baryon Oscillation Spectroscopic Survey: Cosmological analysis of the DR12 galaxy sample, Mon. Not. R. Astron. Soc. 470, 2617 (2017).
- S. de la Torre et al., The VIMOS Public Extragalactic Redshift Survey (VIPERS). Galaxy clustering and redshift-space distortions at in the first data release, Astron. Astrophys. 557, A54 (2013).
- T. Okumura et al., The Subaru FMOS galaxy redshift survey (FastSound). IV. New constraint on gravity theory from redshift space distortions at , Publ. Astron. Soc. Jpn. 68, 38 (2016).
- S. Aiola et al., The Atacama Cosmology Telescope: DR4 maps and cosmological parameters, arXiv:2007.07288.
- O. Darwish et al., The Atacama Cosmology Telescope: A CMB lensing mass map over 2100 square degrees of sky and its cross-correlation with BOSS-CMASS galaxies, arXiv:2004.01139.
- P. A. Abell et al. (LSST Science Collaboration), LSST Science Book, Version 2.0, arXiv:0912.0201.
- D. Spergel et al., Wide-field infrarRed survey telescope-astrophysics focused telescope assets WFIRST-AFTA 2015 report, arXiv:1503.03757.
- P. Ade et al. (Simons Observatory Collaboration), The Simons observatory: Science goals and forecasts, J. Cosmol. Astropart. Phys. 2019 (2019) 056.
- K. Abazajian et al., CMB-S4 science case, reference design, and project plan, arXiv:1907.04473.
- M. J. Wilson and M. White, Cosmology with dropout selection: Straw-man surveys & CMB lensing, J. Cosmol. Astropart. Phys. 2019 (2019) 015.