skip to main content
OSTI.GOV title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: The MASSIVE Survey. XVI. The Stellar Initial Mass Function in the Center of MASSIVE Early-type Galaxies

Journal Article · · The Astrophysical Journal

The stellar initial mass function (IMF) is a fundamental property in the measurement of stellar masses and galaxy star formation histories. In this work, we focus on the most massive galaxies in the nearby universe $$\mathrm{log}({M}_{\star }/\,{M}_{\odot })\gt 11.2$$. We obtain high-quality Magellan/LDSS-3 long-slit spectroscopy with a wide wavelength coverage of 0.4–1.01 μm for 41 early-type galaxies (ETGs) in the MASSIVE survey and derive high signal-to-noise spectra within an aperture of Re/8. Using detailed stellar synthesis models, we constrain the elemental abundances and stellar IMF of each galaxy through full spectral modeling. All the ETGs in our sample have an IMF that is steeper than a Milky Way (Kroupa) IMF. The best-fit IMF mismatch parameter, αIMF = (M/L)/(M/L)MW, ranges from 1.1 to 3.1, with an average of $$\langle$$αIMF$$\rangle$$ = 1.84, suggesting that on average, the IMF is more bottom heavy than Salpeter. Comparing the estimated stellar masses with the dynamical masses, we find that most galaxies have stellar masses that are smaller than their dynamical masses within the 1σ uncertainty. We complement our sample with lower-mass galaxies from the literature and confirm that $$\mathrm{log}({\alpha }_{\mathrm{IMF}})$$ is positively correlated with $$\mathrm{log}(\sigma )$$, $$\mathrm{log}({M}_{\star })$$, and $$\mathrm{log}({M}_{\mathrm{dyn}})$$. From the combined sample, we show that the IMF in the centers of more massive ETGs is more bottom heavy. In addition, we find that $$\mathrm{log}({\alpha }_{\mathrm{IMF}})$$ is positively correlated with both [Mg/Fe] and the estimated total metallicity [Z/H]. We find suggestive evidence that the effective stellar surface density ΣKroupa might be responsible for the variation of αIMF. We conclude that σ, [Mg/Fe], and [Z/H] are the primary drivers of the global stellar IMF variation.

Research Organization:
Oak Ridge Institute for Science and Education (ORISE), Oak Ridge, TN (United States)
Sponsoring Organization:
USDOE Office of Science (SC); National Science Foundation (NSF)
Contributing Organization:
Argonne National Laboratory (ANL); Fermi National Accelerator Laboratory (FNAL); Lawrence Berkeley National Laboratory (LBNL)
Grant/Contract Number:
SC0014664; AST-1815417; AST-1817100
OSTI ID:
1983263
Journal Information:
The Astrophysical Journal, Vol. 932, Issue 2; ISSN 0004-637X
Publisher:
IOP PublishingCopyright Statement
Country of Publication:
United States
Language:
English

References (101)

The Fourteenth Data Release of the Sloan Digital Sky Survey: First Spectroscopic Data from the Extended Baryon Oscillation Spectroscopic Survey and from the Second Phase of the Apache Point Observatory Galactic Evolution Experiment journal April 2018
The Relation Between Compact, Quiescent High-Redshift Galaxies and Massive Nearby Elliptical Galaxies: Evidence for Hierarchical, Inside-Out Growth journal May 2009
The Sloan Digital Sky Survey Photometric Camera journal December 1998
The MASSIVE Survey XIV—Stellar Velocity Profiles and Kinematic Misalignments from 200 pc to 20 kpc in Massive Early-type Galaxies journal March 2020
Strong Lensing by Galaxies journal August 2010
THE MASSIVE SURVEY. I. A VOLUME-LIMITED INTEGRAL-FIELD SPECTROSCOPIC STUDY OF THE MOST MASSIVE EARLY-TYPE GALAXIES WITHIN 108 Mpc journal October 2014
The X-Shooter Lens Survey - I. Dark matter domination and a Salpeter-type initial mass function in a massive early-type galaxy: DM domination, Salpeter IMF in a massive ETG journal September 2011
Ages and Abundances of Red Sequence Galaxies as a Function of LINER Emission‐Line Strength journal December 2007
The initial mass function of a massive relic galaxy journal June 2015
Spatially resolved spectroscopy of early-type galaxies over a range in mass journal May 2007
SDSS-IV MaNGA: Variation of the Stellar Initial Mass Function in Spiral and Early-type Galaxies journal March 2017
The influence of galaxy environment on the stellar initial mass function of early-type galaxies journal February 2018
Dynamical masses of early-type galaxies: a comparison to lensing results and implications for the stellar initial mass function and the distribution of dark matter: Luminous and dark matter in early-type galaxies journal June 2011
The data processing pipeline for the MUSE instrument journal September 2020
Star Formation in the Milky Way and Nearby Galaxies journal September 2012
Variations of the Stellar Initial mass Function in the Progenitors of Massive Early-Type Galaxies and in Extreme Starburst Environments journal November 2014
The SAURON project - I. The panoramic integral-field spectrograph journal September 2001
Accurate masses for dispersion-supported galaxies: Accurate masses for spheroidal galaxies journal May 2010
Metal-rich, Metal-poor: Updated Stellar Population Models for Old Stellar Systems journal February 2018
Measuring the inclination and mass-to-light ratio of axisymmetric galaxies via anisotropic Jeans models of stellar kinematics journal October 2008
The ATLAS3D project – XX. Mass–size and mass–σ distributions of early-type galaxies: bulge fraction drives kinematics, mass-to-light ratio, molecular gas fraction and stellar initial mass function journal May 2013
Cosmological parameters from the comparison of peculiar velocities with predictions from the 2M++ density field journal April 2015
The Stellar Initial mass Function in Early-Type Galaxies from Absorption line Spectroscopy. ii. Results journal November 2012
The Stellar Initial mass Function in Early-Type Galaxies from Absorption line Spectroscopy. i. data and Empirical Trends journal November 2012
The Infrared Spectrum of the Cool Dwarf Wolf 359 journal October 1969
The MASSIVE Survey. XV. A Stellar Dynamical Mass Measurement of the Supermassive Black Hole in Massive Elliptical Galaxy NGC 1453 journal February 2020
Near-infrared line-strengths in elliptical galaxies: evidence for initial mass function variations? journal February 2003
Spectroscopic Constraints on the Buildup of Intracluster Light in the Coma Cluster journal May 2020
Variations in the initial mass function in early-type galaxies: a critical comparison between dynamical and spectroscopic results journal July 2014
OVERVIEW OF THE SDSS-IV MaNGA SURVEY: MAPPING NEARBY GALAXIES AT APACHE POINT OBSERVATORY journal December 2014
Evidence for Initial Mass Function Variation in Massive Early-Type Galaxies journal August 2020
SDSS-IV MaNGA: the spatially resolved stellar initial mass function in ∼400 early-type galaxies journal March 2018
A 17-billion-solar-mass black hole in a group galaxy with a diffuse core journal April 2016
Transition of the initial mass function in the metal-poor environments journal September 2021
Dynamical Properties of z ∼ 2 Star‐forming Galaxies and a Universal Star Formation Relation journal December 2007
The Magnesium–Velocity Dispersion Relation and the Genesis of Early‐Type Galaxies journal March 2003
Early-Type Galaxy Archeology: Ages, Abundance Ratios, and Effective Temperatures from Full-Spectrum Fitting journal December 2013
Systematic variation of the stellar initial mass function with velocity dispersion in early-type galaxies journal November 2012
A Universal Stellar Initial Mass Function? A Critical Look at Variations journal August 2010
The Extended IRTF Spectral Library: Expanded Coverage in Metallicity, Temperature, and Surface Gravity journal June 2017
The SAURON project--IV. The mass-to-light ratio, the virial mass estimator and the Fundamental Plane of elliptical and lenticular galaxies journal March 2006
What does (not) drive the variation of the low-mass end of the stellar initial mass function of early-type galaxies journal January 2021
THE DATA REDUCTION PIPELINE FOR THE SDSS-IV MaNGA IFU GALAXY SURVEY journal September 2016
The stellar initial mass function in red-sequence galaxies: 1-μm spectroscopy of Coma cluster galaxies with Subaru/FMOS: The stellar IMF in red-sequence galaxies journal October 2012
On the variation of the initial mass function journal April 2001
SDSS-IV MaNGA: stellar initial mass function variation inferred from Bayesian analysis of the integral field spectroscopy of early-type galaxies journal March 2019
SPIDER VIII – constraints on the stellar initial mass function of early-type galaxies from a variety of spectral features journal June 2013
PypeIt: The Python Spectroscopic Data Reduction Pipeline journal December 2020
When did the initial mass function become bottom-heavy? journal October 2021
Matplotlib: A 2D Graphics Environment journal January 2007
The Initial Mass Function in the Nearest Strong Lenses from SNELLS: Assessing the Consistency of Lensing, Dynamical, and Spectroscopic Constraints journal August 2017
The MASSIVE Survey – VII. The relationship of angular momentum, stellar mass and environment of early-type galaxies journal June 2017
Are the total mass density and the low-mass end slope of the IMF anticorrelated? journal June 2015
The MASSIVE survey – III. Molecular gas and a broken Tully–Fisher relation in the most massive early-type galaxies journal November 2015
Binary Companions of Evolved Stars in APOGEE DR14: Search Method and Catalog of ∼5000 Companions journal June 2018
The MASSIVE Survey. XII. Connecting Stellar Populations of Early-type Galaxies to Kinematics and Environment journal March 2019
Line Strength Gradients in Elliptical and Brightest Cluster Galaxies journal July 1995
Evidence for a non-universal stellar initial mass function in low-redshift high-density early-type galaxies: The IMF of dense early-type galaxies journal February 2012
A numerical model for a triaxial stellar system in dynamical equilibrium journal August 1979
The MASSIVE survey – VIII. Stellar velocity dispersion profiles and environmental dependence of early-type galaxies journal October 2017
emcee : The MCMC Hammer
  • Foreman-Mackey, Daniel; Hogg, David W.; Lang, Dustin
  • Publications of the Astronomical Society of the Pacific, Vol. 125, Issue 925 https://doi.org/10.1086/670067
journal March 2013
The Massive Survey. ii. Stellar Population Trends out to Large Radius in Massive Early-Type Galaxies journal June 2015
The ATLAS3D project – XV. Benchmark for early-type galaxies scaling relations from 260 dynamical models: mass-to-light ratio, dark matter, Fundamental Plane and Mass Plane journal May 2013
Environment and self-regulation in galaxy formation journal March 2010
Extensive Globular Cluster Systems Associated with Ultra Diffuse Galaxies in the Coma Cluster journal July 2017
Molecfit: A general tool for telluric absorption correction: II. Quantitative evaluation on ESO-VLT/X-Shooterspectra journal April 2015
DYNAMICAL MEASUREMENTS OF BLACK HOLE MASSES IN FOUR BRIGHTEST CLUSTER GALAXIES AT 100 Mpc journal August 2012
Counting Low-Mass Stars in Integrated Light journal February 2012
The SAMI Galaxy Survey: Gravitational Potential and Surface Density Drive Stellar Populations. I. Early-type Galaxies journal March 2018
Bottom-heavy initial mass function in a nearby compact L★ galaxy journal June 2013
Coordinated Assembly of Brightest Cluster Galaxies journal July 2018
The Luminosity Function and Stellar Evolution. journal January 1955
Ngc 1277: a Massive Compact Relic Galaxy in the Nearby Universe journal December 2013
UV-extended E-MILES stellar population models: young components in massive early-type galaxies journal September 2016
Astropy: A community Python package for astronomy journal September 2013
SciPy 1.0: fundamental algorithms for scientific computing in Python journal February 2020
IMF radial gradients in most massive early-type galaxies journal August 2019
Groups of Galaxies in the Two Micron All Sky Redshift Survey journal February 2007
Evidence for a mild Steepening and Bottom-Heavy Initial mass Function in Massive Galaxies from Sodium and Titanium-Oxide Indicators journal June 2012
Information criteria for astrophysical model selection journal May 2007
The ATLAS3D project - I. A volume-limited sample of 260 nearby early-type galaxies: science goals and selection criteria: The ATLAS3D project - I. The sample journal March 2011
The Stellar Halos of Massive Elliptical Galaxies journal April 2012
The SINFONI Nearby Elliptical Lens Locator Survey: discovery of two new low-redshift strong lenses and implications for the initial mass function in giant early-type galaxies★ journal April 2015
Fornax 3D project: Assessing the diversity of IMF and stellar population maps within the Fornax Cluster journal October 2021
THE GROWTH OF MASSIVE GALAXIES SINCE z = 2 journal January 2010
Chemical element ratios of Sloan Digital Sky Survey early-type galaxies: Element ratios of SDSS early-type galaxies journal February 2012
Different star Formation laws for Disks Versus Starbursts at low and high Redshifts journal April 2010
Mesa Isochrones and Stellar Tracks (Mist). i. Solar-Scaled Models journal May 2016
Array programming with NumPy journal September 2020
Connection Between Dynamically Derived Initial mass Function Normalization and Stellar Population Parameters journal August 2014
The two Phases of Galaxy Formation journal December 2010
Infrared Surface Brightness Fluctuation Distances for MASSIVE and Type Ia Supernova Host Galaxies* journal July 2021
The Stellar Population Histories of Early-Type Galaxies. II. Controlling Parameters of the Stellar Populations journal July 2000
HST /WFC3 CONFIRMATION OF THE INSIDE-OUT GROWTH OF MASSIVE GALAXIES AT 0 < z < 2 AND IDENTIFICATION OF THEIR STAR-FORMING PROGENITORS AT z ∼ 3 journal March 2013
The Stellar Initial Mass Function in Early-type Galaxies from Absorption Line Spectroscopy. IV. A Super-Salpeter IMF in the Center of NGC 1407 from Non-parametric Models journal March 2017
Stellar population models of Lick indices with variable element abundance ratios journal March 2003
Improving the full spectrum fitting method: accurate convolution with Gauss–Hermite functions journal November 2016
The Epochs of Early‐Type Galaxy Formation as a Function of Environment journal March 2005
Stellar velocity dispersion and initial mass function gradients in dissipationless galaxy mergers journal September 2020
Molecfit: A general tool for telluric absorption correction: I. Method and application to ESO instruments ⋆⋆⋆ journal April 2015
The MASSIVE Survey – V. Spatially resolved stellar angular momentum, velocity dispersion, and higher moments of the 41 most massive local early-type galaxies journal September 2016