THE AVERAGE STAR FORMATION HISTORIES OF GALAXIES IN DARK MATTER HALOS FROM z = 0-8
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We present a robust method to constrain average galaxy star formation rates (SFRs), star formation histories (SFHs), and the intracluster light (ICL) as a function of halo mass. Our results are consistent with observed galaxy stellar mass functions, specific star formation rates (SSFRs), and cosmic star formation rates (CSFRs) from z = 0 to z = 8. We consider the effects of a wide range of uncertainties on our results, including those affecting stellar masses, SFRs, and the halo mass function at the heart of our analysis. As they are relevant to our method, we also present new calibrations of the dark matter halo mass function, halo mass accretion histories, and halo–subhalo merger rates out to z = 8. We also provide new compilations of CSFRs and SSFRs; more recent measurements are now consistent with the buildup of the cosmic stellar mass density at all redshifts. Implications of our work include: halos near 10 12 M ☉ are the most efficient at forming stars at all redshifts, the baryon conversion efficiency of massive halos drops markedly after z ∼ 2.5 (consistent with theories of cold-mode accretion), the ICL for massive galaxies is expected to be significant out to at least z ∼ 1–1.5, and dwarf galaxies at low redshifts have higher stellar mass to halo mass ratios than previous expectations and form later than in most theoretical models. Finally, we provide new fitting formulae for SFHs that are more accurate than the standard declining tau model. Our approach places a wide variety of observations relating to the SFH of galaxies into a self-consistent framework based on the modern understanding of structure formation in ΛCDM. Constraints on the stellar mass–halo mass relationship and SFRs are available for download online.
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Moster et al. (2013) predict stellar mass growth by a factor of 5 over the same interval, and Behroozi et al. (2013) predict a factor of 4.
“This is consistent with the abundance matching models of Moster et al. (2013), who predict a stellar mass growth by a factor of 5 over the same time interval, and of Behroozi et al. (2013), who predict a factor of 4.”
From Kraken reveals itself – the merger history of the Milky Way reconstructed with the E-MOSAICS simulations (2020) · cites this paper as Behroozi et al. (2013)
Section 5.5 (page unavailable) describes the paper’s modeled stellar-mass histories, so it supports attributing a stellar-mass-growth prediction to Behroozi et al. Our copy does not state a factor-of-four increase over the unspecified interval in the citing sentence; searches for that factor and for growth between z = 1 and z = 0 did not establish the numerical claim. (LLM, conf=0.72)
Experimental — accuracy not yet measuredUsing the Behroozi et al. (2013) abundance matching relation, the MW stellar mass is 0.8σ and 1.4σ above the median trend for the contracted and pure NFW halo models, respectively.
“We obtain a similar result if instead we consider the Behroozi et al. (2013) abundance matching relation, with the MW stellar mass being 0 . 8 and 1 . 4 σ above the median trend for the contracted and pure NFW halo models, respectively.”
From The milky way total mass profile as inferred from Gaia DR2 (2020) · cites this paper as Behroozi et al. (2013)
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A fundamental problem in our understanding of low-mass galaxy evolution
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The Evolution of Stellar Mass and the Implied Star Formation History
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MOIRCS DEEP SURVEY. IV. EVOLUTION OF GALAXY STELLAR MASS FUNCTION BACK TOz∼ 3
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A deep probe of the galaxy stellar mass functions at z∼ 1-3 with the GOODS NICMOS Survey
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The Implications of a High Allelic Frequency of CYP2B6 G516T in Ethnic Chinese Persons
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Close Galaxy Counts as a Probe of Hierarchical Structure Formation
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Relativistic Astrophysics Legacy and Cosmology – Einstein’s
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- Behroozi, P. S., Loeb, A., & Wechsler, R. H. 2012, arXiv:1208.0334 · arXiv
- Aschenbach, V. Burwitz, G. Hasinger, & B. Leibundgut (Berlin: Springer), 310
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- Riebe, K., Partl, A. M., Enke, H., et al. 2011, AN, in press (arXiv:1109.0003) · arXiv
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Coevolution (Or Not) of Supermassive Black Holes and Host Galaxies
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Simulating galaxy formation with the IllustrisTNG model
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A HIGHLY CONSISTENT FRAMEWORK FOR THE EVOLUTION OF THE STAR-FORMING “MAIN SEQUENCE” FROM z ∼ 0–6
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Physical Models of Galaxy Formation in a Cosmological Framework
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Coevolution (Or Not) of Supermassive Black Holes and Host GalaxiesPreprint
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Simulating galaxy formation with black hole driven thermal and kinetic feedback
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UniverseMachine: The correlation between galaxy growth and dark matter halo assembly from z = 0−10
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Self-citationThe merger that led to the formation of the Milky Way’s inner stellar halo and thick disk
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The Rockstar Phase-Space Temporal HALO Finder and the Velocity Offsets of Cluster Cores
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Self-citationFIRE-2 simulations: physics versus numerics in galaxy formation
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Dark matter self-interactions and small scale structure
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simba: Cosmological simulations with black hole growth and feedback
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Mass assembly in quiescent and star-forming galaxies since z ≃ 4 from UltraVISTA
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Modeling the Panchromatic Spectral Energy Distributions of Galaxies
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CONSTRAINING THE LOW-MASS SLOPE OF THE STAR FORMATION SEQUENCE AT 0.5 < z < 2.5
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The Connection Between Galaxies and Their Dark Matter Halos
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Dusty Star Forming Galaxies at High Redshift
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THE SPECTRUM OF ISOTROPIC DIFFUSE GAMMA-RAY EMISSION BETWEEN 100 MeV AND 820 GeV
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Theoretical Challenges in Galaxy Formation
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Extragalactic science, cosmology, and Galactic archaeology with the Subaru Prime Focus Spectrograph
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The Frontier Fields: Survey Design and Initial Results
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Self-citationThe bahamas project: calibrated hydrodynamical simulations for large-scale structure cosmology
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Cool outflows in galaxies and their implications
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The Evolution of the Star-Forming Interstellar Medium Across Cosmic Time
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MORPHOLOGIES OF ∼190,000 GALAXIES AT z = 0–10 REVEALED WITH HST LEGACY DATA. I. SIZE EVOLUTION
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The cosmic baryon cycle and galaxy mass assembly in the FIRE simulations
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emerge – an empirical model for the formation of galaxies since z ∼ 10
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THE CONNECTION BETWEEN GALAXIES AND DARK MATTER STRUCTURES IN THE LOCAL UNIVERSE
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A White Paper on keV sterile neutrino Dark Matter
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A deep ALMA image of the Hubble Ultra Deep Field
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The formation and assembly history of the Milky Way revealed by its globular cluster population
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The total mass of the Large Magellanic Cloud from its perturbation on the Orphan stream
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Conditions for Reionizing the Universe with a Low Galaxy Ionizing Photon Escape Fraction
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Not so lumpy after all: modelling the depletion of dark matter subhaloes by Milky Way-like galaxies
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The main sequence of star-forming galaxies across cosmic times
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HMFcalc: An online tool for calculating dark matter halo mass functions
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The Milky Way total mass profile as inferred from Gaia DR2
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mufasa: galaxy formation simulations with meshless hydrodynamics
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Gravitational wave searches for ultralight bosons with LIGO and LISA
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The milky way total mass profile as inferred from Gaia DR2
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ELVIS: Exploring the Local Volume in Simulations
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A model for cosmological simulations of galaxy formation physics: multi-epoch validation
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The realm of the galaxy protoclusters
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The evolution of the star-forming interstellar medium across cosmic time
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LOCATING THE “MISSING” BARYONS WITH EXTRAGALACTIC DISPERSION MEASURE ESTIMATES
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THE RELATION BETWEEN STAR FORMATION RATE AND STELLAR MASS FOR GALAXIES AT 3.5 ⩽z⩽ 6.5 IN CANDELS
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Self-citationWHY BARYONS MATTER: THE KINEMATICS OF DWARF SPHEROIDAL SATELLITES
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GALAXY CLUSTER BARYON FRACTIONS REVISITED
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Impact of supermassive black hole growth on star formation
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THE UNIVERSAL RELATION OF GALACTIC CHEMICAL EVOLUTION: THE ORIGIN OF THE MASS-METALLICITY RELATION
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THE SPLASHBACK RADIUS AS A PHYSICAL HALO BOUNDARY AND THE GROWTH OF HALO MASS
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Disruption of dark matter substructure: fact or fiction?
van den Bosch, F. C., Ogiya, G., Hahn, O., & Burkert, A. M. (2017) · Monthly Notices of the Royal Astronomical Society · doi:10.1093/mnras/stx2956 · Cited by 312 · see citing works
Extended Lymanαhaloes around individual high-redshift galaxies revealed by MUSE
Wisotzki, L., Bacon, R. M., Blaizot, J., Brinchmann, J., Herenz, E. C., Schaye, J., Bouché, N., Cantalupo, S., Contini, T., Carollo, C. M., et al. (2015) · Astronomy and Astrophysics · doi:10.1051/0004-6361/201527384 · Cited by 309 · see citing works
COSMOS-Web: An Overview of the JWST Cosmic Origins Survey
Casey, C., Kartaltepe, J., Drakos, N., Franco, M., Harish, S., Paquereau, L., Ilbert, O., Rose, C., Cox, I., Nightingale, J., et al. (2022) · Astrophysical Journal · doi:10.3847/1538-4357/acc2bc · Cited by 212 · see citing works
Fang, J. J., Faber, S. M., Koo, D. C., & Dekel, A. (2013) · The Astrophysical Journal · doi:10.1088/0004-637x/776/1/63 · Cited by 306 · see citing works
NIHAO – IV: core creation and destruction in dark matter density profiles across cosmic time
Tollet, É., Macciò, A. V., Dutton, A. A., Stinson, G. S., Wang, L., Penzo, C., Gutcke, T. A., Buck, T., Kang, X., Brook, C. B., et al. (2016) · Monthly Notices of the Royal Astronomical Society · doi:10.1093/mnras/stv2856 · Cited by 305 · see citing works
Ade, P. A. R., Aghanim, N., Armitage-Caplan, C., Arnaud, M., Ashdown, M., Atrio-Barandela, F., Aumont, J., Baccigalupi, C., Banday, A. J., Barreiro, R. B., et al. (2014) · Astronomy and Astrophysics · doi:10.1051/0004-6361/201322093 · Cited by 299 · see citing works
Courteau, S., Cappellari, M., de Jong, R. S., Dutton, A. A., Emsellem, É., Hoekstra, H., Koopmans, L. V. E., Mamon, G. A., Maraston, C., Treu, T., et al. (2014) · Reviews of Modern Physics · doi:10.1103/revmodphys.86.47 · Cited by 293 · see citing works
Evolution of density profiles in high- z galaxies: compaction and quenching inside-out
Tacchella, S., Dekel, A., Carollo, C. M., Ceverino, D., DeGraf, C., Lapiner, S., Mandelker, N., & Primack, J. R. (2016) · Monthly Notices of the Royal Astronomical Society · doi:10.1093/mnras/stw303 · Cited by 293 · see citing works
Duncan, K. J., Conselice, C. J., Mortlock, A., Hartley, W. G., Guo, Y., Ferguson, H. C., Davé, R., Lu, Y., Ownsworth, J. R., Ashby, M. L. N., et al. (2014) · Monthly Notices of the Royal Astronomical Society · doi:10.1093/mnras/stu1622 · Cited by 292 · see citing works
The galaxy stellar mass function at 3.5 ≤z≤ 7.5 in the CANDELS/UDS, GOODS-South, and HUDF fields
Grazian, A., Fontana, A., Santini, P., Dunlop, J. S., Ferguson, H. C., Castellano, M., Amorín, R., Ashby, M. L. N., Barro, G., Behroozi, P., et al. (2014) · Astronomy and Astrophysics · doi:10.1051/0004-6361/201424750 · Cited by 291 · see citing works
Self-citationvan Dokkum, P., Abraham, R. G., Brodie, J., Conroy, C., Danieli, S., Merritt, A., Mowla, L., Romanowsky, A. J., & Zhang, J. (2016) · The Astrophysical Journal Letters · doi:10.3847/2041-8205/828/1/l6 · Cited by 289 · see citing works
Self-citationvan den Bosch, F. C., & Ogiya, G. (2018) · Monthly Notices of the Royal Astronomical Society · doi:10.1093/mnras/sty084 · Cited by 288 · see citing works
The merger that led to the formation of the Milky Way's inner stellar halo and thick disk
Helmi, A., Babusiaux, C., Koppelman, H. H., Massari, D., Veljanoski, J., & Brown, A. G. A. (2018) · RePEc: Research Papers in Economics · Cited by 287 · see citing works
THE GALAXY UV LUMINOSITY FUNCTION BEFORE THE EPOCH OF REIONIZATION
Mason, C. A., Trenti, M., & Treu, T. (2015) · The Astrophysical Journal · doi:10.1088/0004-637x/813/1/21 · Cited by 283 · see citing works
- Authors
- Behroozi, P. S., Wechsler, R. H., & Conroy, C.
- Affiliations
- SLAC National Accelerator Laboratory (US)
- University of California, Santa Cruz (US)
- Venue
- The Astrophysical Journal
- Publisher
- American Astronomical Society
- Published
- 2013-05-24
- Volume
- 770
- Issue
- 1
- Pages
- 57
- ISSN
- 0004-637X (ISSN-L)
- 1538-4357
- OpenAlex
- W2074259895
- Cited by
- 2,167
- References
- 175
- Citations by year
- 2026: 88 · 2025: 156 · 2024: 131 · 2023: 122 · 2022: 155 · 2021: 151 · 2020: 166 · 2019: 220 · 2018: 187 · 2017: 220 · 2016: 196 · 2015: 171 · 2014: 148 · 2013: 50 · 2012: 5
- FWCI
- 101.56
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- Locations
- The Astrophysical Journal (publishedVersion)
- arXiv (Cornell University) (acceptedVersion)
- OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information) (submittedVersion)
- University of North Texas Digital Library (University of North Texas) (submittedVersion)
- arXiv (Cornell University)
- Funders
- National Science Foundation (PHY11- 25915, DE-AC02-76SF00515, 25915)
- U.S. Department of Energy (76SF00515, DE–AC02–76SF00515, AC02‐76SF00515, DE-AC02-)
- National Aeronautics and Space Administration (PHY11-25915, NAS 526555)
- Achievement Rewards for College Scientists Foundation
- Space Telescope Science Institute (NAS5- 26555, 26555)
- Kavli Institute for Theoretical Physics, University of California, Santa Barbara (PHY-11-25915)
- SLAC National Accelerator Laboratory (DEAC02−76SF00515, AC02‐76SF00515)
- Topics
- Physical Sciences › Physics and Astronomy › Astronomy and Astrophysics › Galaxies: Formation, Evolution, Phenomena
- Physical Sciences › Physics and Astronomy › Astronomy and Astrophysics › Stellar, planetary, and galactic studies
- Physical Sciences › Physics and Astronomy › Astronomy and Astrophysics › Cosmology and Gravitation Theories
- Keywords
- star formation history, dark matter halos, intracluster light, halo mass function, cosmic star formation rate, specific star formation rate, stellar mass function, stellar mass-halo mass relation, baryon conversion efficiency, cold-mode accretion, dwarf galaxies, high-redshift galaxies
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Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
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