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Title: Joint galaxy–galaxy lensing and clustering constraints on galaxy formation

Abstract

ABSTRACT We compare predictions for galaxy–galaxy lensing profiles and clustering from the Henriques et al. public version of the Munich semi-analytical model (SAM) of galaxy formation and the IllustrisTNG suite, primarily TNG300, with observations from KiDS + GAMA and SDSS-DR7 using four different selection functions for the lenses (stellar mass, stellar mass and group membership, stellar mass and isolation criteria, and stellar mass and colour). We find that this version of the SAM does not agree well with the current data for stellar mass-only lenses with $$M_\ast \gt 10^{11}\, \mathrm{ M}_\odot$$. By decreasing the merger time for satellite galaxies as well as reducing the radio-mode active galactic nucleus accretion efficiency in the SAM, we obtain better agreement, both for the lensing and the clustering, at the high-mass end. We show that the new model is consistent with the signals for central galaxies presented in Velliscig et al. Turning to the hydrodynamical simulation, TNG300 produces good lensing predictions, both for stellar mass-only (χ2 = 1.81 compared to χ2 = 7.79 for the SAM) and locally brightest galaxy samples (χ2 = 3.80 compared to χ2 = 5.01). With added dust corrections to the colours it matches the SDSS clustering signal well for red low-mass galaxies. We find that both the SAMs and TNG300 predict $$\sim 50\, {{\ \rm per\ cent}}$$ excessive lensing signals for intermediate-mass red galaxies with 10.2 < log10M*[M⊙] < 11.2 at $$r \approx 0.6\, h^{-1}\, \text{Mpc}$$, which require further theoretical development.

Authors:
ORCiD logo [1]; ORCiD logo [2];  [3]; ORCiD logo [4]; ORCiD logo [5];  [6];  [4];  [7]
  1. HEP/ALCF Divisions, Argonne National Laboratory, 9700 S. Cass Avenue, Lemont, IL 60439, USA, Kavli Institute for Cosmological Physics, University of Chicago, Chicago, IL 60637, USA
  2. ETH Zürich, Departement Physik, Institut für Teilchenphysik und Astrophysik, Wolfang-Pauli-Straße 27, CH-8093 Zürich, Switzerland, Max-Planck-Institut für Astrophysik, Karl-Schwarzschild-Str. 1, D-85741 Garching b. München, Germany
  3. Excellence Cluster Universe, Boltzmannstraße 2, D-85748 Garching b. München, Germany, Ludwig-Maximilians-Universität, Fakultät für Physik, Universitäts-Sternwarte, Scheinerstraße 1, D-81679 Munich, Germany
  4. Max-Planck-Institut für Astrophysik, Karl-Schwarzschild-Str. 1, D-85741 Garching b. München, Germany
  5. Department of Physics, Kavli Institute for Astrophysics and Space Research, MIT, Cambridge, MA 02139, USA
  6. Donostia International Physics Centre (DIPC), Paseo Manuel de Lardizabal 4, E-20018 Donostia-San Sebastian, Spain, IKERBASQUE, Basque Foundation for Science, E-48013 Bilbao, Spain
  7. Harvard-Smithsonian Center for Astrophysics, 60 Garden Street, Cambridge, MA 02138, USA
Publication Date:
Sponsoring Org.:
USDOE
OSTI Identifier:
1670496
Grant/Contract Number:  
AC02-06CH11357
Resource Type:
Journal Article: Published Article
Journal Name:
Monthly Notices of the Royal Astronomical Society
Additional Journal Information:
Journal Name: Monthly Notices of the Royal Astronomical Society Journal Volume: 498 Journal Issue: 4; Journal ID: ISSN 0035-8711
Publisher:
Oxford University Press
Country of Publication:
United Kingdom
Language:
English

Citation Formats

Renneby, Malin, Henriques, Bruno M. B., Hilbert, Stefan, Nelson, Dylan, Vogelsberger, Mark, Angulo, Raúl E., Springel, Volker, and Hernquist, Lars. Joint galaxy–galaxy lensing and clustering constraints on galaxy formation. United Kingdom: N. p., 2020. Web. doi:10.1093/mnras/staa2675.
Renneby, Malin, Henriques, Bruno M. B., Hilbert, Stefan, Nelson, Dylan, Vogelsberger, Mark, Angulo, Raúl E., Springel, Volker, & Hernquist, Lars. Joint galaxy–galaxy lensing and clustering constraints on galaxy formation. United Kingdom. doi:10.1093/mnras/staa2675.
Renneby, Malin, Henriques, Bruno M. B., Hilbert, Stefan, Nelson, Dylan, Vogelsberger, Mark, Angulo, Raúl E., Springel, Volker, and Hernquist, Lars. Fri . "Joint galaxy–galaxy lensing and clustering constraints on galaxy formation". United Kingdom. doi:10.1093/mnras/staa2675.
@article{osti_1670496,
title = {Joint galaxy–galaxy lensing and clustering constraints on galaxy formation},
author = {Renneby, Malin and Henriques, Bruno M. B. and Hilbert, Stefan and Nelson, Dylan and Vogelsberger, Mark and Angulo, Raúl E. and Springel, Volker and Hernquist, Lars},
abstractNote = {ABSTRACT We compare predictions for galaxy–galaxy lensing profiles and clustering from the Henriques et al. public version of the Munich semi-analytical model (SAM) of galaxy formation and the IllustrisTNG suite, primarily TNG300, with observations from KiDS + GAMA and SDSS-DR7 using four different selection functions for the lenses (stellar mass, stellar mass and group membership, stellar mass and isolation criteria, and stellar mass and colour). We find that this version of the SAM does not agree well with the current data for stellar mass-only lenses with $M_\ast \gt 10^{11}\, \mathrm{ M}_\odot$. By decreasing the merger time for satellite galaxies as well as reducing the radio-mode active galactic nucleus accretion efficiency in the SAM, we obtain better agreement, both for the lensing and the clustering, at the high-mass end. We show that the new model is consistent with the signals for central galaxies presented in Velliscig et al. Turning to the hydrodynamical simulation, TNG300 produces good lensing predictions, both for stellar mass-only (χ2 = 1.81 compared to χ2 = 7.79 for the SAM) and locally brightest galaxy samples (χ2 = 3.80 compared to χ2 = 5.01). With added dust corrections to the colours it matches the SDSS clustering signal well for red low-mass galaxies. We find that both the SAMs and TNG300 predict $\sim 50\, {{\ \rm per\ cent}}$ excessive lensing signals for intermediate-mass red galaxies with 10.2 < log10M*[M⊙] < 11.2 at $r \approx 0.6\, h^{-1}\, \text{Mpc}$, which require further theoretical development.},
doi = {10.1093/mnras/staa2675},
journal = {Monthly Notices of the Royal Astronomical Society},
issn = {0035-8711},
number = 4,
volume = 498,
place = {United Kingdom},
year = {2020},
month = {9}
}

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First results from the IllustrisTNG simulations: the stellar mass content of groups and clusters of galaxies
journal, December 2017

  • Pillepich, Annalisa; Nelson, Dylan; Hernquist, Lars
  • Monthly Notices of the Royal Astronomical Society, Vol. 475, Issue 1
  • DOI: 10.1093/mnras/stx3112

Gravitational Lensing by NFW Halos
journal, May 2000

  • Wright, Candace Oaxaca; Brainerd, Tereasa G.
  • The Astrophysical Journal, Vol. 534, Issue 1
  • DOI: 10.1086/308744

Populating a cluster of galaxies - I. Results at \fontshape{it}{z}=0
journal, December 2001

  • Springel, Volker; White, Simon D. M.; Tormen, Giuseppe
  • Monthly Notices of the Royal Astronomical Society, Vol. 328, Issue 3
  • DOI: 10.1046/j.1365-8711.2001.04912.x

A weak gravitational lensing recalibration of the scaling relations linking the gas properties of dark haloes to their mass
journal, December 2015

  • Wang, Wenting; White, Simon D. M.; Mandelbaum, Rachel
  • Monthly Notices of the Royal Astronomical Society, Vol. 456, Issue 3
  • DOI: 10.1093/mnras/stv2809

The EAGLE project: simulating the evolution and assembly of galaxies and their environments
journal, November 2014

  • Schaye, Joop; Crain, Robert A.; Bower, Richard G.
  • Monthly Notices of the Royal Astronomical Society, Vol. 446, Issue 1
  • DOI: 10.1093/mnras/stu2058

Halo occupation numbers and galaxy bias
journal, November 2000


Galaxy and Mass Assembly (GAMA): the GAMA galaxy group catalogue (G3Cv1): GAMA: the GAMA galaxy group catalogue (G3Cv1)
journal, July 2011


Ingredients for 21 cm Intensity Mapping
journal, October 2018

  • Villaescusa-Navarro, Francisco; Genel, Shy; Castorina, Emanuele
  • The Astrophysical Journal, Vol. 866, Issue 2
  • DOI: 10.3847/1538-4357/aadba0

Cosmic shear as a probe of galaxy formation physics
journal, September 2016

  • Foreman, Simon; Becker, Matthew R.; Wechsler, Risa H.
  • Monthly Notices of the Royal Astronomical Society, Vol. 463, Issue 3
  • DOI: 10.1093/mnras/stw2189

The case for AGN feedback in galaxy groups: AGN feedback in galaxy groups
journal, May 2010


Weak lensing in the Horizon-AGN simulation lightcone: Small-scale baryonic effects
journal, June 2019


Simulating galaxy formation with the IllustrisTNG model
journal, October 2017

  • Pillepich, Annalisa; Springel, Volker; Nelson, Dylan
  • Monthly Notices of the Royal Astronomical Society, Vol. 473, Issue 3
  • DOI: 10.1093/mnras/stx2656

Coevolution of dust, gas and stars in galaxies – I. Spatial distributions and scaling-relations of dust and molecular hydrogen
journal, May 2013

  • Bekki, Kenji
  • Monthly Notices of the Royal Astronomical Society, Vol. 432, Issue 3
  • DOI: 10.1093/mnras/stt589

Impact of baryon physics on dark matter structures: a detailed simulation study of halo density profiles: Baryonic back-reaction
journal, April 2010


Baryons, neutrinos, feedback and weak gravitational lensing
journal, April 2015

  • Harnois-Déraps, Joachim; van Waerbeke, Ludovic; Viola, Massimo
  • Monthly Notices of the Royal Astronomical Society, Vol. 450, Issue 2
  • DOI: 10.1093/mnras/stv646

Comparing galaxy formation in semi-analytic models and hydrodynamical simulations
journal, October 2017

  • Mitchell, Peter D.; Lacey, Cedric G.; Lagos, Claudia D. P.
  • Monthly Notices of the Royal Astronomical Society, Vol. 474, Issue 1
  • DOI: 10.1093/mnras/stx2770

Gravitational lensing analysis of the Kilo-Degree Survey
journal, October 2015

  • Kuijken, Konrad; Heymans, Catherine; Hildebrandt, Hendrik
  • Monthly Notices of the Royal Astronomical Society, Vol. 454, Issue 4
  • DOI: 10.1093/mnras/stv2140

New perspectives on the BOSS small-scale lensing discrepancy for the Planck ΛCDM cosmology
journal, August 2019

  • Lange, Johannes U.; Yang, Xiaohu; Guo, Hong
  • Monthly Notices of the Royal Astronomical Society, Vol. 488, Issue 4
  • DOI: 10.1093/mnras/stz2124

Introducing the Illustris Project: simulating the coevolution of dark and visible matter in the Universe
journal, August 2014

  • Vogelsberger, Mark; Genel, Shy; Springel, Volker
  • Monthly Notices of the Royal Astronomical Society, Vol. 444, Issue 2
  • DOI: 10.1093/mnras/stu1536

Introducing the Illustris project: the evolution of galaxy populations across cosmic time
journal, September 2014

  • Genel, Shy; Vogelsberger, Mark; Springel, Volker
  • Monthly Notices of the Royal Astronomical Society, Vol. 445, Issue 1
  • DOI: 10.1093/mnras/stu1654

Galaxies in the EAGLE hydrodynamical simulation and in the Durham and Munich semi-analytical models
journal, June 2016

  • Guo, Quan; Gonzalez-Perez, Violeta; Guo, Qi
  • Monthly Notices of the Royal Astronomical Society, Vol. 461, Issue 4
  • DOI: 10.1093/mnras/stw1525

Dark Quest. I. Fast and Accurate Emulation of Halo Clustering Statistics and Its Application to Galaxy Clustering
journal, October 2019

  • Nishimichi, Takahiro; Takada, Masahiro; Takahashi, Ryuichi
  • The Astrophysical Journal, Vol. 884, Issue 1
  • DOI: 10.3847/1538-4357/ab3719

First results from the IllustrisTNG simulations: radio haloes and magnetic fields
journal, August 2018

  • Marinacci, Federico; Vogelsberger, Mark; Pakmor, Rüdiger
  • Monthly Notices of the Royal Astronomical Society
  • DOI: 10.1093/mnras/sty2206

Baryonic impact on the dark matter orbital properties of Milky Way-sized haloes
journal, January 2017

  • Zhu, Qirong; Hernquist, Lars; Marinacci, Federico
  • Monthly Notices of the Royal Astronomical Society, Vol. 466, Issue 4
  • DOI: 10.1093/mnras/stw3387