Synthesizing Stellar Populations in South Pole Telescope Galaxy Clusters: I. Ages of Quiescent Member Galaxies at 0.3 < z < 1.4
arXiv:2111.09318 · doi:10.3847/1538-4357/ac7c0c
Abstract
Using stellar population synthesis models to infer star formation histories (SFHs), we analyse photometry and spectroscopy of a large sample of quiescent galaxies which are members of Sunyaev-Zel'dovich (SZ)-selected galaxy clusters across a wide range of redshifts. We calculate stellar masses and mass-weighted ages for 837 quiescent cluster members at 0.3 < z < 1.4 using rest-frame optical spectra and the Python-based Prospector framework, from 61 clusters in the SPT-GMOS Spectroscopic Survey (0.3 < z < 0.9) and 3 clusters in the SPT Hi-z cluster sample (1.25 < z < 1.4). We analyse spectra of subpopulations divided into bins of redshift, stellar mass, cluster mass, and velocity-radius phase-space location, as well as by creating composite spectra of quiescent member galaxies. We find that quiescent galaxies in our dataset sample a diversity of SFHs, with a median formation redshift (corresponding to the lookback time from the redshift of observation to when a galaxy forms 50% of its mass, t) of , which is similar to or marginally higher than that of massive quiescent field and cluster galaxy studies. We also report median age-stellar mass relations for the full sample (age of the Universe at (Gyr) = log and recover downsizing trends across stellar mass; we find that massive galaxies in our cluster sample form on aggregate Gyr earlier than lower mass galaxies. We also find marginally steeper age-mass relations at high redshifts, and report a bigger difference in formation redshifts across stellar mass for fixed environment, relative to formation redshifts across environment for fixed stellar mass.
arXiv comment35 pages, 23 figures, 5 tables. Submitted to The Astrophysical Journal. Comments and feedback welcome
References in corpus (138)
- SciPy 1.0--Fundamental Algorithms for Scientific Computing in Python
- Array Programming with NumPy
- Astropy: A Community Python Package for Astronomy
- emcee: The MCMC Hammer
- The NumPy array: a structure for efficient numerical computation
- Stellar population synthesis at the resolution of 2003
- The Astropy Project: Building an inclusive, open-science project and status of the v2.0 core package
- On the variation of the Initial Mass Function
- Nine-Year Wilkinson Microwave Anisotropy Probe (WMAP) Observations: Cosmological Parameter Results
- MESA Isochrones and Stellar Tracks (MIST). I: Solar-Scaled Models
- Detailed Structural Decomposition of Galaxy Images
- Stellar Masses and Star Formation Histories for 10^5 Galaxies from the Sloan Digital Sky Survey
- Modeling feedback from stars and black holes in galaxy mergers
- The propagation of uncertainties in stellar population synthesis modeling I: The relevance of uncertain aspects of stellar evolution and the IMF to the derived physical properties of galaxies
- Detailed Decomposition of Galaxy Images. II. Beyond Axisymmetric Models
- First results from the IllustrisTNG simulations: the stellar mass content of groups and clusters of galaxies
- New Insight on Galaxy Formation and Evolution from Keck Spectroscopy of the Hawaii Deep Fields
- The ages and metallicities of galaxies in the local universe
- The propagation of uncertainties in stellar population synthesis modeling III: model calibration, comparison, and evaluation
- Simba: Cosmological Simulations with Black Hole Growth and Feedback
- Mass assembly in quiescent and star-forming galaxies since z=4 from UltraVISTA
- First Results from the TNG50 Simulation: Galactic outflows driven by supernovae and black hole feedback
- The Evolution of the Stellar Mass Functions of Star-Forming and Quiescent Galaxies to z = 4 from the COSMOS/UltraVISTA Survey
- Differential Galaxy Evolution in Cluster and Field Galaxies at z=0.3
- Cosmology with the Sunyaev-Zel'dovich Effect
- Morphological Transformation from Galaxy Harassment
- Passively Evolving Early-type Galaxies at 1.4<z<2.5 in the Hubble Ultra Deep Field
- Formation of Galaxy Clusters
- Inferring the star-formation histories of massive quiescent galaxies with BAGPIPES: Evidence for multiple quenching mechanisms
- An updated MILES stellar library and stellar population models
- The Origin of Star Formation Gradients in Rich Galaxy Clusters
- Galaxy Clusters Discovered via the Sunyaev-Zel'dovich Effect in the 2500-square-degree SPT-SZ survey
- Stellar Population Inference with Prospector
- The Merger Rates and Mass Assembly Histories of Dark Matter Haloes in the Two Millennium Simulations
- Strangulation as the primary mechanism for shutting down star formation in galaxies
- The Evolution of Early-Type Galaxies in Distant Clusters
- How to Measure Galaxy Star Formation Histories II: Nonparametric Models
- Deriving Physical Properties from Broadband Photometry with Prospector: Description of the Model and a Demonstration of its Accuracy Using 129 Galaxies in the Local Universe
- Galaxy evolution in groups and clusters: star formation rates, red sequence fractions, and the persistent bimodality
- The Properties of Poor Groups of Galaxies: I. Spectroscopic Survey and Results
- Old Galaxies in the Young Universe
- Cosmic Star Formation History and its Dependence on Galaxy Stellar Mass
- The Gemini Cluster Astrophysics Spectroscopic Survey (GCLASS): The Role of Environment and Self-Regulation in Galaxy Evolution at z ~ 1
- MUFASA: Galaxy Formation Simulations With Meshless Hydrodynamics
- A JavaScript Passive Evolution Calculator
- Mass downsizing and "top-down" assembly of early-type galaxies
- How to measure galaxy star-formation histories I: Parametric models
- A Spitzer-Selected Galaxy Cluster at z=1.62
- Massive Lossless Data Compression and Multiple Parameter Estimation from Galaxy Spectra
- Clusters of Galaxies in the First Half of the Universe from the IRAC Shallow Survey
- The Gemini Deep Deep Survey: I. Introduction to the Survey, Catalogs and Composite Spectra
- An Older, More Quiescent Universe from Panchromatic SED Fitting of the 3D-HST Survey
- The Evolution of Population Gradients in Galaxy Clusters: the Butcher-Oemler Effect and Cluster Infall
- Reversal of Fortune: Confirmation of an Increasing Star Formation-Density Relation in a Cluster at z=1.62
- Luminosity Evolution of Early-type Galaxies to z=0.83: Constraints on Formation Epoch and Omega
- MOSFIRE Spectroscopy of Quiescent Galaxies at 1.5 < z < 2.5. II - Star Formation Histories and Galaxy Quenching
- The Era of Star Formation in Galaxy Clusters
- Phase-space Analysis in the Group and Cluster environment: Time since Infall and Tidal Mass Loss
- The SPTpol Extended Cluster Survey
- The VANDELS survey: the star-formation histories of massive quiescent galaxies at 1.0 < z < 1.3
- The Growth of Cool Cores and Evolution of Cooling Properties in a Sample of 83 Galaxy Clusters at 0.3 < z < 1.2 Selected from the SPT-SZ Survey
- The VLT LEGA-C Spectroscopic Survey: The Physics of Galaxies at a Lookback Time of 7 Gyr
- Charting the evolution of the ages and metallicities of massive galaxies since z=0.7
- The evolution of star formation histories of quiescent galaxies
- How Well Can We Measure the Stellar Mass of a Galaxy: The Impact of the Assumed Star Formation History Model in SED Fitting
- Fast, Slow, Early, Late: Quenching Massive Galaxies at z~0.8
- Spectroscopic Confirmation of Two Massive Red-Sequence-Selected Galaxy Clusters at z ~ 1.2 in the SpARCS-North Cluster Survey
- The ALHAMBRA Project: A large area multi medium-band optical and NIR photometric survey
- The Remarkable Similarity of Massive Galaxy Clusters From z~0 to z~1.9
- IDCS J1426+3508: Discovery of a Massive, IR-Selected Galaxy Cluster at z = 1.75
- Photometric Redshifts in the IRAC Shallow Survey
- Deep near-infrared spectroscopy of passively evolving galaxies at z>1.4
- Quiescent Galaxies in the 3D-HST Survey: Spectroscopic Confirmation of a Large Number of Galaxies with Relatively Old Stellar Populations at z~2
- Stellar populations from spectroscopy of a large sample of quiescent galaxies at z > 1: Measuring the contribution of progenitor bias to early size growth
- Non-parametric Star Formation History Reconstruction with Gaussian Processes I: Counting Major Episodes of Star Formation
- The Assembly Histories of Quiescent Galaxies Since z=0.7 from Absorption Line Spectroscopy
- Optical Spectroscopy and Velocity Dispersions of Galaxy Clusters from the SPT-SZ Survey
- An IR-Selected Galaxy Cluster at z = 1.41
- The mass-metallicity relation in galaxy clusters: the relative importance of cluster membership versus local environment
- The FLAMINGOS Extragalactic Survey
- Redshifts, Sample Purity, and BCG Positions for the Galaxy Cluster Catalog from the first 720 Square Degrees of the South Pole Telescope Survey
- The IMACS Cluster Building Survey: II. Spectral Evolution of Galaxies in the Epoch of Cluster Assembly
- SPT-CL J0546-5345: A Massive z > 1 Galaxy Cluster Selected Via the Sunyaev-Zel'dovich Effect with the South Pole Telescope
- Star Formation and AGN Activity in Galaxy Clusters from : a Multi-wavelength Analysis Featuring /PACS
- Evolution of the Color-Magnitude relation in High-Redshift Clusters: Early-type Galaxies in the Lynx Supercluster at z~1.26
- Star-Forming Brightest Cluster Galaxies at 0.25 < z < 1.25: A Transitioning Fuel Supply
- The Formation of Massive Cluster Galaxies
- Evolution of Cluster Red-Sequence Galaxies from redshift 0.8 to 0.4: ages, metallicities and morphologies
- The Relation Between Cool Cluster Cores and Herschel-Detected Star Formation in Brightest Cluster Galaxies
- The X-ray luminous galaxy cluster population at 0.9<z<~1.6 as revealed by the XMM-Newton Distant Cluster Project
- Spot the difference. Impact of different selection criteria on observed properties of passive galaxies in zCOSMOS 20-k sample
- The population of early-type galaxies at 1<z<2 - New clues on their formation and evolution
- Physical properties of SDSS satellite galaxies in projected phase-space
- The Fundamental Plane of Cluster Ellipticals at z = 1.25
- The XMM Cluster Survey: Galaxy Morphologies and the Color-Magnitude Relation in XMMXCS J2215.9-1738 at z=1.46
- The Age and Metallicity Range of Early-Type Galaxies in Clusters
- Galaxy Clusters Selected via the Sunyaev-Zel'dovich Effect in the SPTpol 100-Square-Degree Survey
- Studying The Star Formation Histories of Galaxies in Clusters from Composite Spectra
- The extended ROSAT-ESO Flux Limited X-ray Galaxy Cluster Survey (REFLEX II)\\ II. Construction and Properties of the Survey
- Spectroscopic Confirmation of Three Red-Sequence Selected Galaxy Clusters at z=0.87, 1.16 and 1.21 from the SpARCS Survey
- The evolution of the quenching of star formation in cluster galaxies since z 1
- IDCS J1433.2+3306: An IR-Selected Galaxy Cluster at z = 1.89
- Stellar populations and evolution of early-type cluster galaxies: Constraints from optical imaging and spectroscopy of z=0.5-0.9 galaxy clusters
- Return to [Log-]Normalcy: Rethinking Quenching, The Star Formation Main Sequence, and Perhaps Much More
- The Fundamental Plane for z=0.8-0.9 cluster galaxies
- Optical Redshift and Richness Estimates for Galaxy Clusters Selected with the Sunyaev-Zel'dovich Effect from 2008 South Pole Telescope Observations
- SPT-CL J0205-5829: A z = 1.32 Evolved Massive Galaxy Cluster in the South Pole Telescope Sunyaev-Zel'dovich Effect Survey
- Assembly of the Red Sequence in Infrared-Selected Galaxy Clusters from the IRAC Shallow Cluster Survey
- Gemini Observations of Galaxies in Rich Early Environments (GOGREEN) I: Survey Description
- The VIMOS Public Extragalactic Redshift Survey (VIPERS): Downsizing of the blue cloud and the influence of galaxy size on mass quenching over the last eight billion years
- X-Ray Emission from Two Infrared-Selected Galaxy Clusters at z>1.4 in the IRAC Shallow Cluster Survey
- The Atacama Cosmology Telescope: Dynamical masses for 44 SZ-selected galaxy clusters over 755 square degrees
- CLEAR II: Evidence for Early Formation of the Most Compact Quiescent Galaxies at High Redshift
- A Kinematic Approach To Assessing Environmental Effects: Star-Forming Galaxies in a z~0.9 SpARCS cluster using Spitzer 24um Observations
- Tracing the Quenching History in Galaxy Clusters in the EAGLE Simulation
- The GOGREEN survey: Post-infall environmental quenching fails to predict the observed age difference between quiescent field and cluster galaxies at z>1
- Star formation histories of early-type galaxies at z = 1.2 in cluster and field environments
- SPT-GMOS: A Gemini/GMOS-South Spectroscopic Survey of Galaxy Clusters in the SPT-SZ Survey
- The Carnegie-Spitzer-IMACS Redshift Survey of Galaxy Evolution since z=1.5: I. Description and Methodology and More!
- The Massive and Distant Clusters of WISE Survey II: Initial Spectroscopic Confirmation of z ~ 1 Galaxy Clusters Selected from 10,000 Square Degrees
- The Faint End of the Cluster Galaxy Luminosity Function at High Redshift
- Resolving the hydrostatic mass profiles of galaxy clusters at z~1 with XMM-Newton and Chandra
- The Massive Distant Clusters of WISE Survey: The First Distant Galaxy Cluster Discovered by WISE
- Early-type galaxies at z~1.3. II. Masses and ages of early-type galaxies in different environments and their dependence on stellar population model assumptions
- The High-Redshift Clusters Occupied by Bent Radio AGN (COBRA) Survey: The \spitzer Catalog
- zCOSMOS 10k-bright spectroscopic sample: exploring mass and environment dependence in early-type galaxies
- Evolution of the Stellar Mass--Metallicity Relation - I: Galaxies in the z~0.4 Cluster Cl0024
- Ages of massive galaxies at from 3D-HST rest-frame optical spectroscopy
- The Massive and Distant Clusters of WISE Survey: MOO J1142+1527, A 10 M Galaxy Cluster at z=1.19
- Galaxy populations in massive z=0.2-0.9 clusters: I. Analysis of spectroscopy
- Demonstrating Diversity in Star Formation Histories with the CSI Survey
- HST/WFC3 grism observations of clusters: evidence for evolution in the mass-size relation of quiescent galaxies from poststarburst galaxies
- Spectroscopic Confirmation of Five Galaxy Clusters at z > 1.25 in the 2500 sq. deg. SPT-SZ Survey
- REQUIEM-2D: Spatially Resolved Stellar Populations from HST 2D Grism Spectroscopy
- Velocity Segregation and Systematic Biases In Velocity Dispersion Estimates With the SPT-GMOS Spectroscopic Survey
- The Fundamental Plane of cluster spheroidal galaxies at z. Evidence for mass-dependent evolution
- The Evolution of Bulge-Dominated Field Galaxies from z~1 to the Present
- Galaxy population properties in the rich clusters MS0839.8+2938, 1224.7+2007 and 1231.3+1542
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- Galaxy populations in the most distant SPT-SZ clusters -- II. Galaxy structural properties in massive clusters at 1.4<z<1.7
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- COOL-LAMPS. VII. Quantifying Strong-lens Scaling Relations with 177 Cluster-scale Strong Gravitational Lenses in DECaLS
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