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Title: Illuminating dark matter halo density profiles without subhaloes

Abstract

Cold dark matter haloes consist of a relatively smooth dark matter component as well as a system of bound subhaloes. It is the prevailing practice to include all mass, including mass in subhaloes, in studies of halo density profiles in simulations. However, often in observational studies satellites are treated as having their own distinct dark matter density profiles in addition to the profile of the host. This difference can make comparisons between theoretical and observed results difficult. In this work, we investigate density profiles of the smooth components of host haloes by excluding mass contained within subhaloes. We find that the density profiles of the smooth halo component (without subhaloes) differ substantially from the conventional halo density profile, declining more rapidly at large radii. We also find that concentrations derived from smooth density profiles exhibit less scatter at fixed mass and a weaker mass dependence than standard concentrations. Both smooth and standard halo profiles can be described by a generalized Einasto profile, an Einasto profile with a modified central slope, with smaller residuals than either a Navarro–Frenk–White or Einasto profile. Furthermore, these results hold for both Milky Way-mass and cluster-mass haloes. This new characterization of smooth halo profiles can bemore » useful for many analyses, such as lensing and dark matter annihilation, in which the smooth and clumpy components of a halo should be accounted for separately.« less

Authors:
ORCiD logo [1]; ORCiD logo [2]; ORCiD logo [1];  [1]; ORCiD logo [3];  [4]
  1. Univ. of Pittsburgh, PA (United States)
  2. Univ. of Pittsburgh, PA (United States); Rutgers Univ., Piscataway, NJ (United States)
  3. The Ohio State Univ., Columbus, OH (United States)
  4. Stanford Univ., CA (United States); SLAC National Accelerator Lab., Menlo Park, CA (United States)
Publication Date:
Research Org.:
SLAC National Accelerator Lab., Menlo Park, CA (United States)
Sponsoring Org.:
USDOE Office of Science (SC), Basic Energy Sciences (BES)
OSTI Identifier:
1768408
Grant/Contract Number:  
AC02-76SF00515; AST 1517563; HST-HF2-51441.001
Resource Type:
Accepted Manuscript
Journal Name:
Monthly Notices of the Royal Astronomical Society
Additional Journal Information:
Journal Volume: 499; Journal Issue: 2; Journal ID: ISSN 0035-8711
Publisher:
Royal Astronomical Society
Country of Publication:
United States
Language:
English
Subject:
79 ASTRONOMY AND ASTROPHYSICS; methods: numerical; galaxies: groups: general; galaxies: haloes; dark matter

Citation Formats

Fielder, Catherine E., Mao, Yao-Yuan, Zentner, Andrew R., Newman, Jeffrey A., Wu, Hao-Yi, and Wechsler, Risa H. Illuminating dark matter halo density profiles without subhaloes. United States: N. p., 2020. Web. doi:10.1093/mnras/staa2851.
Fielder, Catherine E., Mao, Yao-Yuan, Zentner, Andrew R., Newman, Jeffrey A., Wu, Hao-Yi, & Wechsler, Risa H. Illuminating dark matter halo density profiles without subhaloes. United States. https://doi.org/10.1093/mnras/staa2851
Fielder, Catherine E., Mao, Yao-Yuan, Zentner, Andrew R., Newman, Jeffrey A., Wu, Hao-Yi, and Wechsler, Risa H. Sat . "Illuminating dark matter halo density profiles without subhaloes". United States. https://doi.org/10.1093/mnras/staa2851. https://www.osti.gov/servlets/purl/1768408.
@article{osti_1768408,
title = {Illuminating dark matter halo density profiles without subhaloes},
author = {Fielder, Catherine E. and Mao, Yao-Yuan and Zentner, Andrew R. and Newman, Jeffrey A. and Wu, Hao-Yi and Wechsler, Risa H.},
abstractNote = {Cold dark matter haloes consist of a relatively smooth dark matter component as well as a system of bound subhaloes. It is the prevailing practice to include all mass, including mass in subhaloes, in studies of halo density profiles in simulations. However, often in observational studies satellites are treated as having their own distinct dark matter density profiles in addition to the profile of the host. This difference can make comparisons between theoretical and observed results difficult. In this work, we investigate density profiles of the smooth components of host haloes by excluding mass contained within subhaloes. We find that the density profiles of the smooth halo component (without subhaloes) differ substantially from the conventional halo density profile, declining more rapidly at large radii. We also find that concentrations derived from smooth density profiles exhibit less scatter at fixed mass and a weaker mass dependence than standard concentrations. Both smooth and standard halo profiles can be described by a generalized Einasto profile, an Einasto profile with a modified central slope, with smaller residuals than either a Navarro–Frenk–White or Einasto profile. Furthermore, these results hold for both Milky Way-mass and cluster-mass haloes. This new characterization of smooth halo profiles can be useful for many analyses, such as lensing and dark matter annihilation, in which the smooth and clumpy components of a halo should be accounted for separately.},
doi = {10.1093/mnras/staa2851},
journal = {Monthly Notices of the Royal Astronomical Society},
number = 2,
volume = 499,
place = {United States},
year = {Sat Sep 19 00:00:00 EDT 2020},
month = {Sat Sep 19 00:00:00 EDT 2020}
}

Works referenced in this record:

The Density Profile of Equilibrium and Nonequilibrium Dark Matter Halos
journal, May 2000

  • Jing, Y. P.
  • The Astrophysical Journal, Vol. 535, Issue 1
  • DOI: 10.1086/308809

The mass–concentration–redshift relation of cold dark matter haloes
journal, April 2014

  • Ludlow, Aaron D.; Navarro, Julio F.; Angulo, Raúl E.
  • Monthly Notices of the Royal Astronomical Society, Vol. 441, Issue 1
  • DOI: 10.1093/mnras/stu483

Not so lumpy after all: modelling the depletion of dark matter subhaloes by Milky Way-like galaxies 
journal, July 2017

  • Garrison-Kimmel, Shea; Wetzel, Andrew; Bullock, James S.
  • Monthly Notices of the Royal Astronomical Society, Vol. 471, Issue 2
  • DOI: 10.1093/mnras/stx1710

The Structure of Cold Dark Matter Halos
journal, May 1996

  • Navarro, Julio F.; Frenk, Carlos S.; White, Simon D. M.
  • The Astrophysical Journal, Vol. 462
  • DOI: 10.1086/177173

The Galaxy in Context: Structural, Kinematic, and Integrated Properties
journal, September 2016


Halo Substructure and the Power Spectrum
journal, November 2003

  • Zentner, Andrew R.; Bullock, James S.
  • The Astrophysical Journal, Vol. 598, Issue 1
  • DOI: 10.1086/378797

Semi-analytic modelling of galaxy formation: the local Universe
journal, December 1999


A New Empirical Model for the Structural Analysis of Early-Type Galaxies, and A Critical Review of the Nuker Model
journal, June 2003

  • Graham, Alister W.; Erwin, Peter; Trujillo, I.
  • The Astronomical Journal, Vol. 125, Issue 6
  • DOI: 10.1086/375320

The formation and evolution of galaxies within merging dark matter haloes*
journal, September 1993

  • Kauffmann, G.; White, S. D. M.; Guiderdoni, B.
  • Monthly Notices of the Royal Astronomical Society, Vol. 264, Issue 1
  • DOI: 10.1093/mnras/264.1.201

The Power Spectrum Dependence of Dark Matter Halo Concentrations
journal, June 2001

  • Eke, Vincent R.; Navarro, Julio F.; Steinmetz, Matthias
  • The Astrophysical Journal, Vol. 554, Issue 1
  • DOI: 10.1086/321345

A Universal Density Profile from Hierarchical Clustering
journal, December 1997

  • Navarro, Julio F.; Frenk, Carlos S.; White, Simon D. M.
  • The Astrophysical Journal, Vol. 490, Issue 2
  • DOI: 10.1086/304888

The statistics of   CDM halo concentrations
journal, November 2007


The Anisotropic Distribution of Galactic Satellites
journal, August 2005

  • Zentner, Andrew R.; Kravtsov, Andrey V.; Gnedin, Oleg Y.
  • The Astrophysical Journal, Vol. 629, Issue 1
  • DOI: 10.1086/431355

The population of dark matter subhaloes: mass functions and average mass-loss rates
journal, June 2008

  • Giocoli, Carlo; Tormen, Giuseppe; van den Bosch, Frank C.
  • Monthly Notices of the Royal Astronomical Society, Vol. 386, Issue 4
  • DOI: 10.1111/j.1365-2966.2008.13182.x

A mass-dependent density profile for dark matter haloes including the influence of galaxy formation
journal, May 2014

  • Cintio, Arianna Di; Brook, Chris B.; Dutton, Aaron A.
  • Monthly Notices of the Royal Astronomical Society, Vol. 441, Issue 4
  • DOI: 10.1093/mnras/stu729

The Caterpillar Project: a Large Suite of Milky way Sized Halos
journal, February 2016

  • Griffen, Brendan F.; Ji, Alexander P.; Dooley, Gregory A.
  • The Astrophysical Journal, Vol. 818, Issue 1
  • DOI: 10.3847/0004-637X/818/1/10

A dark matter profile to model diverse feedback-induced core sizes of ΛCDM haloes
journal, July 2020

  • Lazar, Alexandres; Bullock, James S.; Boylan-Kolchin, Michael
  • Monthly Notices of the Royal Astronomical Society, Vol. 497, Issue 2
  • DOI: 10.1093/mnras/staa2101

The Density Profiles of Massive, Relaxed Galaxy Clusters. i. the Total Density over Three Decades in Radius
journal, February 2013

  • Newman, Andrew B.; Treu, Tommaso; Ellis, Richard S.
  • The Astrophysical Journal, Vol. 765, Issue 1
  • DOI: 10.1088/0004-637X/765/1/24

The diversity and similarity of simulated cold dark matter haloes: Diversity and similarity of simulated CDM haloes
journal, December 2009


The nature of galaxy bias and clustering
journal, February 2000


A recipe for galaxy formation
journal, December 1994

  • Cole, S.; Aragon-Salamanca, A.; Frenk, C. S.
  • Monthly Notices of the Royal Astronomical Society, Vol. 271, Issue 4
  • DOI: 10.1093/mnras/271.4.781

Subhaloes going Notts: the subhalo-finder comparison project: Subhalo-finder comparison
journal, April 2012

  • Onions, Julian; Knebe, Alexander; Pearce, Frazer R.
  • Monthly Notices of the Royal Astronomical Society, Vol. 423, Issue 2
  • DOI: 10.1111/j.1365-2966.2012.20947.x

Concentration, spin and shape of dark matter haloes: scatter and the dependence on mass and environment
journal, June 2007


Assembly history and structure of galactic cold dark matter haloes: Assembly and structure of dark matter haloes
journal, March 2011


The redshift dependence of the structure of massive Λ cold dark matter haloes
journal, June 2008


Shaken and stirred: the Milky Way's dark substructures
journal, February 2017

  • Sawala, Till; Pihajoki, Pauli; Johansson, Peter H.
  • Monthly Notices of the Royal Astronomical Society, Vol. 467, Issue 4
  • DOI: 10.1093/mnras/stx360

Prospects for detecting supersymmetric dark matter in the Galactic halo
journal, November 2008

  • Springel, V.; White, S. D. M.; Frenk, C. S.
  • Nature, Vol. 456, Issue 7218
  • DOI: 10.1038/nature07411

Dark-matter halo profiles of a general cusp/core with analytic velocity and potential
journal, February 2017

  • Dekel, Avishai; Ishai, Guy; Dutton, Aaron A.
  • Monthly Notices of the Royal Astronomical Society, Vol. 468, Issue 1
  • DOI: 10.1093/mnras/stx486

Predictably missing satellites: subhalo abundances in Milky Way-like haloes
journal, April 2019

  • Fielder, Catherine E.; Mao, Yao-Yuan; Newman, Jeffrey A.
  • Monthly Notices of the Royal Astronomical Society, Vol. 486, Issue 4
  • DOI: 10.1093/mnras/stz1098

LoCuSS: THE MASS DENSITY PROFILE OF MASSIVE GALAXY CLUSTERS AT z = 0.2 ,
journal, May 2013


A Universal Model for halo Concentrations
journal, January 2015


Analytical models for galactic nuclei
journal, January 1996


Halo Profiles and the Concentration–Mass Relation for a ΛCDM Universe
journal, May 2018

  • Child, Hillary L.; Habib, Salman; Heitmann, Katrin
  • The Astrophysical Journal, Vol. 859, Issue 1
  • DOI: 10.3847/1538-4357/aabf95

Strong lensing efficiency of galaxy clusters in dark energy cosmologies
journal, October 2005


The Phoenix Project: the dark side of rich Galaxy clusters: The Phoenix project
journal, August 2012


The Dependence of Subhalo Abundance on halo Concentration
journal, August 2015


Satellite kinematics - III. Halo masses of central galaxies in SDSS: Satellite kinematics - III
journal, September 2010

  • More, Surhud; van den Bosch, Frank C.; Cacciato, Marcello
  • Monthly Notices of the Royal Astronomical Society, Vol. 410, Issue 1
  • DOI: 10.1111/j.1365-2966.2010.17436.x

Assembly bias in the clustering of dark matter haloes
journal, May 2007


Concentration, spin and shape of dark matter haloes as a function of the cosmological model: WMAP 1,   WMAP 3 and WMAP 5 results
journal, December 2008

  • Macciò, Andrea V.; Dutton, Aaron A.; van den Bosch, Frank C.
  • Monthly Notices of the Royal Astronomical Society, Vol. 391, Issue 4
  • DOI: 10.1111/j.1365-2966.2008.14029.x

The distribution of dark matter in the coma cluster
journal, February 1987

  • Merritt, David
  • The Astrophysical Journal, Vol. 313
  • DOI: 10.1086/164953

The inner structure of ΛCDM haloes - III. Universality and asymptotic slopes
journal, April 2004


The Physics of Galaxy Clustering. I. A Model for Subhalo Populations
journal, May 2005

  • Zentner, Andrew R.; Berlind, Andreas A.; Bullock, James S.
  • The Astrophysical Journal, Vol. 624, Issue 2
  • DOI: 10.1086/428898

The observed concentration-mass relation for galaxy clusters
journal, July 2007


Warm dark matter chills out: constraints on the halo mass function and the free-streaming length of dark matter with eight quadruple-image strong gravitational lenses
journal, December 2019

  • Gilman, Daniel; Birrer, Simon; Nierenberg, Anna
  • Monthly Notices of the Royal Astronomical Society, Vol. 491, Issue 4
  • DOI: 10.1093/mnras/stz3480

Cold dark matter haloes in the Planck era: evolution of structural parameters for Einasto and NFW profiles
journal, May 2014

  • Dutton, Aaron A.; Macciò, Andrea V.
  • Monthly Notices of the Royal Astronomical Society, Vol. 441, Issue 4
  • DOI: 10.1093/mnras/stu742

MultiDark simulations: the story of dark matter halo concentrations and density profiles
journal, February 2016

  • Klypin, Anatoly; Yepes, Gustavo; Gottlöber, Stefan
  • Monthly Notices of the Royal Astronomical Society, Vol. 457, Issue 4
  • DOI: 10.1093/mnras/stw248

The Concentration Dependence of the Galaxy–Halo Connection: Modeling Assembly bias with Abundance Matching
journal, December 2016

  • Lehmann, Benjamin V.; Mao, Yao-Yuan; Becker, Matthew R.
  • The Astrophysical Journal, Vol. 834, Issue 1
  • DOI: 10.3847/1538-4357/834/1/37

Dark matter halo concentrations in the Wilkinson Microwave Anisotropy Probe year 5 cosmology
journal, October 2008

  • Duffy, Alan R.; Schaye, Joop; Kay, Scott T.
  • Monthly Notices of the Royal Astronomical Society: Letters, Vol. 390, Issue 1
  • DOI: 10.1111/j.1745-3933.2008.00537.x

Numerical convergence of simulations of galaxy formation: the abundance and internal structure of cold dark matter haloes
journal, July 2019

  • Ludlow, Aaron D.; Schaye, Joop; Bower, Richard
  • Monthly Notices of the Royal Astronomical Society, Vol. 488, Issue 3
  • DOI: 10.1093/mnras/stz1821

Galaxy formation through hierarchical clustering
journal, September 1991

  • White, Simon D. M.; Frenk, Carlos S.
  • The Astrophysical Journal, Vol. 379
  • DOI: 10.1086/170483

The inner structure of  CDM haloes -- I. A numerical convergence study
journal, January 2003


Dark matter subhaloes in numerical simulations
journal, June 2005


Rhapsody. i. Structural Properties and Formation History from a Statistical Sample of Re-Simulated Cluster-Size Halos
journal, January 2013


Concentrations of Dark Halos from Their Assembly Histories
journal, March 2002

  • Wechsler, Risa H.; Bullock, James S.; Primack, Joel R.
  • The Astrophysical Journal, Vol. 568, Issue 1
  • DOI: 10.1086/338765

Clash: Joint Analysis of Strong-Lensing, Weak-Lensing Shear, and Magnification data for 20 Galaxy Clusters
journal, April 2016


The evolution of substructure in galaxy, group and cluster haloes — II. Global properties
journal, December 2005


An analytical model for spherical galaxies and bulges
journal, June 1990

  • Hernquist, Lars
  • The Astrophysical Journal, Vol. 356
  • DOI: 10.1086/168845

Dark Matter Haloes and Subhaloes
journal, September 2019


Substructure Depletion in the Milky way halo by the disk
journal, January 2010


The Rockstar Phase-Space Temporal halo Finder and the Velocity Offsets of Cluster Cores
journal, December 2012


Halo concentrations in the standard Λ cold dark matter cosmology: ΛCDM halo concentrations
journal, June 2012

  • Prada, Francisco; Klypin, Anatoly A.; Cuesta, Antonio J.
  • Monthly Notices of the Royal Astronomical Society, Vol. 423, Issue 4
  • DOI: 10.1111/j.1365-2966.2012.21007.x

Probing dark matter substructure in the gravitational lens HE 0435−1223 with the WFC3 grism
journal, June 2017

  • Nierenberg, A. M.; Treu, T.; Brammer, G.
  • Monthly Notices of the Royal Astronomical Society, Vol. 471, Issue 2
  • DOI: 10.1093/mnras/stx1400

Secondary infall and the pseudo-phase-space density profiles of cold dark matter haloes: Pseudo-Phase-Space Density Profiles of ΛCDM Halos
journal, May 2010

  • Ludlow, Aaron D.; Navarro, Julio F.; Springel, Volker
  • Monthly Notices of the Royal Astronomical Society, Vol. 406, Issue 1
  • DOI: 10.1111/j.1365-2966.2010.16678.x

The massive dark halo of the compact early-type galaxy NGC 1281
journal, December 2015

  • Yıldırım, Akın; van den Bosch, Remco C. E.; van de Ven, Glenn
  • Monthly Notices of the Royal Astronomical Society, Vol. 456, Issue 1
  • DOI: 10.1093/mnras/stv2665

Mass and Redshift Dependence of Dark Halo Structure
journal, October 2003

  • Zhao, D. H.; Jing, Y. P.; Mo, H. J.
  • The Astrophysical Journal, Vol. 597, Issue 1
  • DOI: 10.1086/379734

Modelling the line-of-sight contribution in substructure lensing
journal, January 2018

  • Despali, Giulia; Vegetti, Simona; White, Simon D. M.
  • Monthly Notices of the Royal Astronomical Society, Vol. 475, Issue 4
  • DOI: 10.1093/mnras/sty159

IPython: A System for Interactive Scientific Computing
journal, January 2007

  • Perez, Fernando; Granger, Brian E.
  • Computing in Science & Engineering, Vol. 9, Issue 3
  • DOI: 10.1109/MCSE.2007.53

Profiles of dark haloes: evolution, scatter and environment
journal, March 2001


The Dependence of Halo Clustering on Halo Formation History, Concentration, and Occupation
journal, November 2006

  • Wechsler, Risa H.; Zentner, Andrew R.; Bullock, James S.
  • The Astrophysical Journal, Vol. 652, Issue 1
  • DOI: 10.1086/507120

Spatial and luminosity distributions of galactic satellites
journal, August 2013

  • Guo, Quan; Cole, Shaun; Eke, Vincent
  • Monthly Notices of the Royal Astronomical Society, Vol. 434, Issue 3
  • DOI: 10.1093/mnras/stt903

Probing the Mass Distribution in Groups of Galaxies using Gravitational Lensing
journal, July 2002

  • Moller, Ole; Natarajan, Priyamvada; Kneib, Jean‐Paul
  • The Astrophysical Journal, Vol. 573, Issue 2
  • DOI: 10.1086/340655

The radial velocity dispersion profile of the Galactic halo: constraining the density profile of the dark halo of the Milky Way
journal, December 2005

  • Battaglia, Giuseppina; Helmi, Amina; Morrison, Heather
  • Monthly Notices of the Royal Astronomical Society, Vol. 364, Issue 2
  • DOI: 10.1111/j.1365-2966.2005.09367.x

Matplotlib: A 2D Graphics Environment
journal, January 2007


Dynamical insight into dark matter haloes: Dynamical insight into dark matter haloes
journal, October 2005


Ellipticity of dark matter haloes with galaxy-galaxy weak lensing
journal, August 2006


Theoretical Models of the Halo Occupation Distribution: Separating Central and Satellite Galaxies
journal, November 2005

  • Zheng, Zheng; Berlind, Andreas A.; Weinberg, David H.
  • The Astrophysical Journal, Vol. 633, Issue 2
  • DOI: 10.1086/466510

Dark Matter Substructure within Galactic Halos
journal, October 1999

  • Moore, Ben; Ghigna, Sebastiano; Governato, Fabio
  • The Astrophysical Journal, Vol. 524, Issue 1
  • DOI: 10.1086/312287

Testing X‐Ray Measurements of Galaxy Clusters with Cosmological Simulations
journal, January 2007

  • Nagai, Daisuke; Vikhlinin, Alexey; Kravtsov, Andrey V.
  • The Astrophysical Journal, Vol. 655, Issue 1
  • DOI: 10.1086/509868

The NumPy Array: A Structure for Efficient Numerical Computation
journal, March 2011

  • van der Walt, Stéfan; Colbert, S. Chris; Varoquaux, Gaël
  • Computing in Science & Engineering, Vol. 13, Issue 2
  • DOI: 10.1109/MCSE.2011.37

Density-potential pairs for spherical stellar systems with Sérsic light profiles and (optional) power-law cores
journal, September 2005


Shredded Galaxies as the Source of Diffuse Intrahalo Light on Varying Scales
journal, September 2007

  • Purcell, Chris W.; Bullock, James S.; Zentner, Andrew R.
  • The Astrophysical Journal, Vol. 666, Issue 1
  • DOI: 10.1086/519787

The mass–concentration–redshift relation of cold and warm dark matter haloes
journal, May 2016

  • Ludlow, Aaron D.; Bose, Sownak; Angulo, Raúl E.
  • Monthly Notices of the Royal Astronomical Society, Vol. 460, Issue 2
  • DOI: 10.1093/mnras/stw1046

The Radial Distribution of Galaxies in Λ Cold Dark Matter Clusters
journal, January 2005

  • Nagai, Daisuke; Kravtsov, Andrey V.
  • The Astrophysical Journal, Vol. 618, Issue 2
  • DOI: 10.1086/426016