Correlations between triaxial shapes and formation history of dark matter haloes
Abstract
ABSTRACT The shape of dark matter (DM) haloes plays a critical role in constraining cosmology with upcoming large-scale structure surveys. In this paper, we study the correlations between the triaxial shapes and formation histories in DM haloes in the MultiDark Planck 2 N-body cosmological simulation. We find that halo ellipticity is strongly correlated with halo properties that serve as proxies of halo formation history, such as halo concentration and the normalized peak-centroid offset. These correlations are nearly independent of the halo density peak height. We present a simple model for the correlation between halo ellipticity and concentration using conditional abundance matching, and provide fitting formulae for the multidimensional distributions of triaxial halo shape as a function of halo peak height. We apply our halo shape model to gauge the effects of halo ellipticity and orientation bias on the excess surface mass density profiles in cluster-sized haloes. Our model should be useful for exploring the impact of triaxial halo shape on cosmological constraints in upcoming weak lensing surveys of galaxy clusters.
- Authors:
-
- Department of Physics, University of Miami, Coral Gables, FL 33124, USA
- Argonne National Lab, Lemont, IL 60439, USA
- Department of Physics, Yale University, New Haven, CT 06520, USA, Department of Astronomy, Yale University, New Haven, CT 06520, USA
- Publication Date:
- Research Org.:
- Argonne National Lab. (ANL), Argonne, IL (United States)
- Sponsoring Org.:
- USDOE Office of Science (SC), Nuclear Physics (NP); National Science Foundation (NSF)
- OSTI Identifier:
- 1734398
- Alternate Identifier(s):
- OSTI ID: 1812215
- Grant/Contract Number:
- AC02-06CH11357; AST-1412768
- Resource Type:
- 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: 500 Journal Issue: 1; Journal ID: ISSN 0035-8711
- Publisher:
- Oxford University Press
- Country of Publication:
- United Kingdom
- Language:
- English
- Subject:
- 79 ASTRONOMY AND ASTROPHYSICS; large-scale structure of Universe; cosmology; dark matter; galaxies: clusters: general; galaxies: groups: general; methods: numerical; theory
Citation Formats
Lau, Erwin T., Hearin, Andrew P., Nagai, Daisuke, and Cappelluti, Nico. Correlations between triaxial shapes and formation history of dark matter haloes. United Kingdom: N. p., 2020.
Web. doi:10.1093/mnras/staa3313.
Lau, Erwin T., Hearin, Andrew P., Nagai, Daisuke, & Cappelluti, Nico. Correlations between triaxial shapes and formation history of dark matter haloes. United Kingdom. https://doi.org/10.1093/mnras/staa3313
Lau, Erwin T., Hearin, Andrew P., Nagai, Daisuke, and Cappelluti, Nico. Tue .
"Correlations between triaxial shapes and formation history of dark matter haloes". United Kingdom. https://doi.org/10.1093/mnras/staa3313.
@article{osti_1734398,
title = {Correlations between triaxial shapes and formation history of dark matter haloes},
author = {Lau, Erwin T. and Hearin, Andrew P. and Nagai, Daisuke and Cappelluti, Nico},
abstractNote = {ABSTRACT The shape of dark matter (DM) haloes plays a critical role in constraining cosmology with upcoming large-scale structure surveys. In this paper, we study the correlations between the triaxial shapes and formation histories in DM haloes in the MultiDark Planck 2 N-body cosmological simulation. We find that halo ellipticity is strongly correlated with halo properties that serve as proxies of halo formation history, such as halo concentration and the normalized peak-centroid offset. These correlations are nearly independent of the halo density peak height. We present a simple model for the correlation between halo ellipticity and concentration using conditional abundance matching, and provide fitting formulae for the multidimensional distributions of triaxial halo shape as a function of halo peak height. We apply our halo shape model to gauge the effects of halo ellipticity and orientation bias on the excess surface mass density profiles in cluster-sized haloes. Our model should be useful for exploring the impact of triaxial halo shape on cosmological constraints in upcoming weak lensing surveys of galaxy clusters.},
doi = {10.1093/mnras/staa3313},
journal = {Monthly Notices of the Royal Astronomical Society},
number = 1,
volume = 500,
place = {United Kingdom},
year = {Tue Aug 11 00:00:00 EDT 2020},
month = {Tue Aug 11 00:00:00 EDT 2020}
}
https://doi.org/10.1093/mnras/staa3313
Works referenced in this record:
Internal properties and environments of dark matter haloes: Haloes and the environment
journal, March 2011
- Wang, Huiyuan; Mo, H. J.; Jing, Y. P.
- Monthly Notices of the Royal Astronomical Society, Vol. 413, Issue 3
The Astropy Project: Building an Open-science Project and Status of the v2.0 Core Package
journal, August 2018
- Price-Whelan, A. M.; Sipőcz, B. M.; Günther, H. M.
- The Astronomical Journal, Vol. 156, Issue 3
Strong orientation dependence of surface mass density profiles of dark haloes at large scales
journal, March 2018
- Osato, Ken; Nishimichi, Takahiro; Oguri, Masamune
- Monthly Notices of the Royal Astronomical Society, Vol. 477, Issue 2
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
Imprints of mass accretion history on the shape of the intracluster medium and the TX–M relation
journal, October 2019
- Chen, Huanqing; Avestruz, Camille; Kravtsov, Andrey V.
- Monthly Notices of the Royal Astronomical Society, Vol. 490, Issue 2
Universality of dark matter haloes shape over six decades in mass: insights from the Millennium XXL and SBARBINE simulations
journal, April 2015
- Bonamigo, Mario; Despali, Giulia; Limousin, Marceau
- Monthly Notices of the Royal Astronomical Society, Vol. 449, Issue 3
The impact of baryons on the spins and shapes of dark matter haloes
journal, January 2013
- Bryan, S. E.; Kay, S. T.; Duffy, A. R.
- Monthly Notices of the Royal Astronomical Society, Vol. 429, Issue 4
The impact of filamentary accretion of subhaloes on the shape and orientation of haloes
journal, May 2020
- Morinaga, Yu; Ishiyama, Tomoaki
- Monthly Notices of the Royal Astronomical Society, Vol. 495, Issue 1
Halo and subhalo demographics with Planck cosmological parameters: Bolshoi–Planck and MultiDark–Planck simulations
journal, July 2016
- Rodríguez-Puebla, Aldo; Behroozi, Peter; Primack, Joel
- Monthly Notices of the Royal Astronomical Society, Vol. 462, Issue 1
On the Cluster Physics of Sunyaev-Zel'Dovich and X-Ray Surveys. ii. Deconstructing the Thermal sz Power Spectrum
journal, September 2012
- Battaglia, N.; Bond, J. R.; Pfrommer, C.
- The Astrophysical Journal, Vol. 758, Issue 2
Generating synthetic cosmological data with GalSampler
journal, June 2020
- Hearin, Andrew; Korytov, Danila; Kovacs, Eve
- Monthly Notices of the Royal Astronomical Society, Vol. 495, Issue 4
Core condensation in heavy halos: a two-stage theory for galaxy formation and clustering
journal, July 1978
- White, S. D. M.; Rees, M. J.
- Monthly Notices of the Royal Astronomical Society, Vol. 183, Issue 3
Forward Modeling of Large-scale Structure: An Open-source Approach with Halotools
journal, October 2017
- Hearin, Andrew P.; Campbell, Duncan; Tollerud, Erik
- The Astronomical Journal, Vol. 154, Issue 5
The effects of ellipticity and substructure on estimates of cluster density profiles based on lensing and kinematics
journal, September 2007
- Meneghetti, Massimo; Bartelmann, Matthias; Jenkins, Adrian
- Monthly Notices of the Royal Astronomical Society, Vol. 381, Issue 1
Projected axis ratios of galaxy clusters in the Horizon-AGN simulation: Impact of baryon physics and comparison with observations
journal, December 2016
- Suto, Daichi; Peirani, Sébastien; Dubois, Yohan
- Publications of the Astronomical Society of Japan, Vol. 69, Issue 1
On the shape of dark matter haloes from MultiDark Planck simulations
journal, February 2017
- Vega-Ferrero, Jesús; Yepes, Gustavo; Gottlöber, Stefan
- Monthly Notices of the Royal Astronomical Society, Vol. 467, Issue 3
Concentration, spin and shape of dark matter haloes: scatter and the dependence on mass and environment
journal, June 2007
- Maccio, A. V.; Dutton, A. A.; Van Den Bosch, F. C.
- Monthly Notices of the Royal Astronomical Society, Vol. 378, Issue 1
Halo Properties in Cosmological Simulations of Self‐interacting Cold Dark Matter
journal, February 2001
- Dave, Romeel; Spergel, David N.; Steinhardt, Paul J.
- The Astrophysical Journal, Vol. 547, Issue 2
Planck 2013 results. XVI. Cosmological parameters
journal, October 2014
- Ade, P. A. R.; Aghanim, N.; Armitage-Caplan, C.
- Astronomy & Astrophysics, Vol. 571
Spherically averaging ellipsoidal galaxy clusters in X-ray and Sunyaev-Zel’dovich studies - II. Biases
journal, January 2012
- Buote, David A.; Humphrey, Philip J.
- Monthly Notices of the Royal Astronomical Society, Vol. 421, Issue 2
FastPM: a new scheme for fast simulations of dark matter and haloes
journal, August 2016
- Feng, Yu; Chu, Man-Yat; Seljak, Uroš
- Monthly Notices of the Royal Astronomical Society, Vol. 463, Issue 3
Properties of dark matter haloes and their correlations: the lesson from principal component analysis: Properties of DM haloes
journal, July 2011
- Skibba, Ramin A.; Macciò, Andrea V.
- Monthly Notices of the Royal Astronomical Society, Vol. 416, Issue 3
Evolution and statistics of non-sphericity of dark matter halos from cosmological N -body simulation
journal, October 2016
- Suto, Daichi; Kitayama, Tetsu; Nishimichi, Takahiro
- Publications of the Astronomical Society of Japan, Vol. 68, Issue 6
The MultiDark Database: Release of the Bolshoi and MultiDark cosmological simulations: The MultiDark Database: Release of the Bolshoi and MultiDark cosmological simulations
journal, August 2013
- Riebe, K.; Partl, A. M.; Enke, H.
- Astronomische Nachrichten, Vol. 334, Issue 7
ICE-COLA: towards fast and accurate synthetic galaxy catalogues optimizing a quasi- N -body method
journal, April 2016
- Izard, Albert; Crocce, Martin; Fosalba, Pablo
- Monthly Notices of the Royal Astronomical Society, Vol. 459, Issue 3
Shapes and Alignments of Galaxy Cluster Halos
journal, August 2005
- Kasun, S. F.; Evrard, A. E.
- The Astrophysical Journal, Vol. 629, Issue 2
Formation of galaxies and large-scale structure with cold dark matter
journal, October 1984
- Blumenthal, George R.; Faber, S. M.; Primack, Joel R.
- Nature, Vol. 311, Issue 5986
A look into the inside of haloes: a characterization of the halo shape as a function of overdensity in the Planck cosmology
journal, December 2016
- Despali, Giulia; Giocoli, Carlo; Bonamigo, Mario
- Monthly Notices of the Royal Astronomical Society, Vol. 466, Issue 1
Constraining Cluster Physics with the Shape of X-Ray Clusters: Comparison of Local X-Ray Clusters Versus Λcdm Clusters
journal, August 2012
- Lau, Erwin T.; Nagai, Daisuke; Kravtsov, Andrey V.
- The Astrophysical Journal, Vol. 755, Issue 2
The relative impact of baryons and cluster shape on weak lensing mass estimates of galaxy clusters
journal, May 2018
- Lee, B. E.; Le Brun, A. M. C.; Haq, M. E.
- Monthly Notices of the Royal Astronomical Society
Some like it triaxial: the universality of dark matter halo shapes and their evolution along the cosmic time
journal, August 2014
- Despali, Giulia; Giocoli, Carlo; Tormen, Giuseppe
- Monthly Notices of the Royal Astronomical Society, Vol. 443, Issue 4
Astropy: A community Python package for astronomy
journal, September 2013
- Robitaille, Thomas P.; Tollerud, Erik J.; Greenfield, Perry
- Astronomy & Astrophysics, Vol. 558
Spatial structure of perturbations and origin of galactic rotation in fluctuation theory
journal, January 1973
- Doroshkevich, A. G.
- Astrophysics, Vol. 6, Issue 4
SciPy 1.0: fundamental algorithms for scientific computing in Python
journal, February 2020
- Virtanen, Pauli; Gommers, Ralf; Oliphant, Travis E.
- Nature Methods
Orientation bias of optically selected galaxy clusters and its impact on stacked weak-lensing analyses
journal, July 2014
- Dietrich, Jörg P.; Zhang, Yuanyuan; Song, Jeeseon
- Monthly Notices of the Royal Astronomical Society, Vol. 443, Issue 2
Relating the Structure of Dark Matter Halos to Their Assembly and Environment
journal, August 2020
- Chen, Yangyao; Mo, H. J.; Li, Cheng
- The Astrophysical Journal, Vol. 899, Issue 1
COLOSSUS: A Python Toolkit for Cosmology, Large-scale Structure, and Dark Matter Halos
journal, December 2018
- Diemer, Benedikt
- The Astrophysical Journal Supplement Series, Vol. 239, Issue 2
Anisotropic halo model: implementation and numerical results
journal, May 2013
- Sgró, Mario A.; Paz, Dante J.; Merchán, Manuel
- Monthly Notices of the Royal Astronomical Society, Vol. 433, Issue 1
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
The shape of dark matter haloes: dependence on mass, redshift, radius and formation
journal, April 2006
- Allgood, B.; Flores, R. A.; Primack, J. R.
- Monthly Notices of the Royal Astronomical Society, Vol. 367, Issue 4
The Projected Dark and Baryonic Ellipsoidal Structure of 20 CLASH Galaxy Clusters
journal, June 2018
- Umetsu, Keiichi; Sereno, Mauro; Tam, Sut-Ieng
- The Astrophysical Journal, Vol. 860, Issue 2
The shapes and alignments of dark matter halos
journal, May 2012
- Schneider, Michael D.; Frenk, Carlos S.; Cole, Shaun
- Journal of Cosmology and Astroparticle Physics, Vol. 2012, Issue 05
Cluster Ellipticities as a Cosmological Probe
journal, August 2006
- Ho, Shirley; Bahcall, Neta; Bode, Paul
- The Astrophysical Journal, Vol. 647, Issue 1
Scatter and bias in weak lensing selected clusters: Scatter and bias in weak lensing clusters
journal, August 2012
- Hamana, Takashi; Oguri, Masamune; Shirasaki, Masato
- Monthly Notices of the Royal Astronomical Society, Vol. 425, Issue 3
CLUMP-3D: Testing ΛCDM with Galaxy Cluster Shapes
journal, June 2018
- Sereno, Mauro; Umetsu, Keiichi; Ettori, Stefano
- The Astrophysical Journal, Vol. 860, Issue 1
The dark side of galaxy colour: evidence from new SDSS measurements of galaxy clustering and lensing
journal, August 2014
- Hearin, Andrew P.; Watson, Douglas F.; Becker, Matthew R.
- Monthly Notices of the Royal Astronomical Society, Vol. 444, Issue 1
The Effect of Gas Cooling on the Shapes of Dark Matter Halos
journal, July 2004
- Kazantzidis, Stelios; Kravtsov, Andrey V.; Zentner, Andrew R.
- The Astrophysical Journal, Vol. 611, Issue 2
Testing Hydrostatic Equilibrium in Galaxy Cluster ms 2137
journal, August 2012
- Chiu, I-Non Tim; Molnar, Sandor M.
- The Astrophysical Journal, Vol. 756, Issue 1
Planck 2018 results: VI. Cosmological parameters
journal, September 2020
- Aghanim, N.; Akrami, Y.; Ashdown, M.
- Astronomy & Astrophysics, Vol. 641, A6
Weakly Self-interacting Dark Matter and the Structure of Dark Halos
journal, December 2000
- Yoshida, Naoki; Springel, Volker; White, Simon D. M.
- The Astrophysical Journal, Vol. 544, Issue 2
Gravitationally Consistent halo Catalogs and Merger Trees for Precision Cosmology
journal, December 2012
- Behroozi, Peter S.; Wechsler, Risa H.; Wu, Hao-Yi
- The Astrophysical Journal, Vol. 763, Issue 1
Modelling colour-dependent galaxy clustering in cosmological simulations
journal, October 2013
- Masaki, Shogo; Lin, Yen-Ting; Yoshida, Naoki
- Monthly Notices of the Royal Astronomical Society, Vol. 436, Issue 3
The Rockstar Phase-Space Temporal halo Finder and the Velocity Offsets of Cluster Cores
journal, December 2012
- Behroozi, Peter S.; Wechsler, Risa H.; Wu, Hao-Yi
- The Astrophysical Journal, Vol. 762, Issue 2
The correlation structure of dark matter halo properties: Correlations of dark matter halo properties
journal, June 2011
- Jeeson-Daniel, Akila; Vecchia, Claudio Dalla; Haas, Marcel R.
- Monthly Notices of the Royal Astronomical Society: Letters, Vol. 415, Issue 1
THE AXIS RATIO DISTRIBUTION OF X-RAY CLUSTERS OBSERVED BY XMM-NEWTON
journal, August 2010
- Kawahara, Hajime
- The Astrophysical Journal, Vol. 719, Issue 2
Triaxial Modeling of Halo Density Profiles with High‐Resolution N ‐Body Simulations
journal, August 2002
- Jing, Y. P.; Suto, Yasushi
- The Astrophysical Journal, Vol. 574, Issue 2
Cosmological Parameters from Observations of Galaxy Clusters
journal, September 2011
- Allen, Steven W.; Evrard, August E.; Mantz, Adam B.
- Annual Review of Astronomy and Astrophysics, Vol. 49, Issue 1
Cosmological simulations with self-interacting dark matter – II. Halo shapes versus observations
journal, January 2013
- Peter, Annika H. G.; Rocha, Miguel; Bullock, James S.
- Monthly Notices of the Royal Astronomical Society, Vol. 430, Issue 1
Impact of baryon physics on dark matter structures: a detailed simulation study of halo density profiles: Baryonic back-reaction
journal, April 2010
- Duffy, Alan R.; Schaye, Joop; Kay, Scott T.
- Monthly Notices of the Royal Astronomical Society
Matplotlib: A 2D Graphics Environment
journal, January 2007
- Hunter, John D.
- Computing in Science & Engineering, Vol. 9, Issue 3
Observational Evidence for Self-Interacting Cold Dark Matter
journal, April 2000
- Spergel, David N.; Steinhardt, Paul J.
- Physical Review Letters, Vol. 84, Issue 17
Shape of dark matter haloes in the Illustris simulation: effects of baryons
journal, January 2019
- Chua, Kun Ting Eddie; Pillepich, Annalisa; Vogelsberger, Mark
- Monthly Notices of the Royal Astronomical Society, Vol. 484, Issue 1
An accurate tool for the fast generation of dark matter halo catalogues
journal, June 2013
- Monaco, P.; Sefusatti, E.; Borgani, S.
- Monthly Notices of the Royal Astronomical Society, Vol. 433, Issue 3
Triaxial haloes, intrinsic alignments and the dark matter power spectrum
journal, June 2005
- Smith, R. E.; Watts, P. I. R.
- Monthly Notices of the Royal Astronomical Society, Vol. 360, Issue 1
The dark side of galaxy colour
journal, September 2013
- Hearin, Andrew P.; Watson, Douglas F.
- Monthly Notices of the Royal Astronomical Society, Vol. 435, Issue 2
Weighing simulated galaxy clusters using lensing and X-ray
journal, May 2010
- Meneghetti, M.; Rasia, E.; Merten, J.
- Astronomy and Astrophysics, Vol. 514
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