SDSS-IV MaNGA: Bayesian analysis of the star formation history of low-mass galaxies in the local Universe
Abstract
ABSTRACT We measure the star formation histories (SFHs) of a sample of low-mass galaxies with M* < 109 M⊙ from the SDSS-IV MaNGA survey. The large number of IFU spectra for each galaxy are either combined to reach a high signal to noise ratio or used to investigate spatial variations. We use Bayesian inferences based on full spectrum fitting. Our analysis based on Bayesian evidence ratio indicates a strong preference for a model that allows the presence of an old stellar population, and that an improper model for the SFH can significantly underestimate the old population in these galaxies. The addition of near-infrared photometry to the constraining data can further distinguish between different SFH model families and significantly tighten the constraints on the mass fraction in the old population. On average more than half of the stellar mass in present-day low-mass galaxies formed at least 8 Gyr ago, while about 30 per cent within the past 4 Gyr. Satellite galaxies on average have formed their stellar mass earlier than central galaxies. The radial dependence of the SFH is quite weak. Our results suggest that most of the low-mass galaxies have an early episode of active star formation that produces a large fraction ofmore »
- Authors:
-
- Department of Astronomy, Tsinghua University, Beijing 100084, China
- Department of Astronomy, Tsinghua University, Beijing 100084, China, Department of Astronomy, University of Massachusetts Amherst, MA 01003, USA
- Centro de Astronomía, Universidad de Antofagasta, Avenida Angamos 601, Antofagasta 1270300, Chile
- Department of Astronomy and Space Science, Sejong University, 209, Neungdong-ro, Gwangjin-gu, Seoul 143-747, South Korea
- Publication Date:
- Sponsoring Org.:
- USDOE
- OSTI Identifier:
- 1650399
- 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: 497 Journal Issue: 4; Journal ID: ISSN 0035-8711
- Publisher:
- Oxford University Press
- Country of Publication:
- United Kingdom
- Language:
- English
Citation Formats
Zhou, Shuang, Mo, H. J., Li, Cheng, Boquien, Médéric, and Rossi, Graziano. SDSS-IV MaNGA: Bayesian analysis of the star formation history of low-mass galaxies in the local Universe. United Kingdom: N. p., 2020.
Web. doi:10.1093/mnras/staa2337.
Zhou, Shuang, Mo, H. J., Li, Cheng, Boquien, Médéric, & Rossi, Graziano. SDSS-IV MaNGA: Bayesian analysis of the star formation history of low-mass galaxies in the local Universe. United Kingdom. https://doi.org/10.1093/mnras/staa2337
Zhou, Shuang, Mo, H. J., Li, Cheng, Boquien, Médéric, and Rossi, Graziano. Tue .
"SDSS-IV MaNGA: Bayesian analysis of the star formation history of low-mass galaxies in the local Universe". United Kingdom. https://doi.org/10.1093/mnras/staa2337.
@article{osti_1650399,
title = {SDSS-IV MaNGA: Bayesian analysis of the star formation history of low-mass galaxies in the local Universe},
author = {Zhou, Shuang and Mo, H. J. and Li, Cheng and Boquien, Médéric and Rossi, Graziano},
abstractNote = {ABSTRACT We measure the star formation histories (SFHs) of a sample of low-mass galaxies with M* < 109 M⊙ from the SDSS-IV MaNGA survey. The large number of IFU spectra for each galaxy are either combined to reach a high signal to noise ratio or used to investigate spatial variations. We use Bayesian inferences based on full spectrum fitting. Our analysis based on Bayesian evidence ratio indicates a strong preference for a model that allows the presence of an old stellar population, and that an improper model for the SFH can significantly underestimate the old population in these galaxies. The addition of near-infrared photometry to the constraining data can further distinguish between different SFH model families and significantly tighten the constraints on the mass fraction in the old population. On average more than half of the stellar mass in present-day low-mass galaxies formed at least 8 Gyr ago, while about 30 per cent within the past 4 Gyr. Satellite galaxies on average have formed their stellar mass earlier than central galaxies. The radial dependence of the SFH is quite weak. Our results suggest that most of the low-mass galaxies have an early episode of active star formation that produces a large fraction of their present stellar mass.},
doi = {10.1093/mnras/staa2337},
journal = {Monthly Notices of the Royal Astronomical Society},
number = 4,
volume = 497,
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/staa2337
Works referenced in this record:
EXTREME EMISSION-LINE GALAXIES IN CANDELS: BROADBAND-SELECTED, STARBURSTING DWARF GALAXIES AT z > 1
journal, November 2011
- van der Wel, A.; Straughn, A. N.; Rix, H. -W.
- The Astrophysical Journal, Vol. 742, Issue 2
I Zw 18 Revisited with HST ACS and Cepheids: New Distance and Age
journal, September 2007
- Aloisi, A.; Clementini, G.; Tosi, M.
- The Astrophysical Journal, Vol. 667, Issue 2
Recovering stellar population parameters via different population models and stellar libraries
journal, February 2019
- Ge, Junqiang; Mao, Shude; Lu, Youjun
- Monthly Notices of the Royal Astronomical Society, Vol. 485, Issue 2
Sloan Digital Sky Survey IV: Mapping the Milky Way, Nearby Galaxies, and the Distant Universe
journal, June 2017
- Blanton, Michael R.; Bershady, Matthew A.; Abolfathi, Bela
- The Astronomical Journal, Vol. 154, Issue 1
Catalogues of isolated galaxies, isolated pairs, and isolated triplets in the local Universe
journal, June 2015
- Argudo-Fernández, M.; Verley, S.; Bergond, G.
- Astronomy & Astrophysics, Vol. 578
Constraining the Stellar Populations and Star Formation Histories of Blue Compact Dwarf Galaxies with SED Fits
journal, February 2017
- Janowiecki, Steven; Salzer, John J.; Zee, Liese van
- The Astrophysical Journal, Vol. 836, Issue 1
A Comprehensive Bayesian Discrimination of the Simple Stellar Population Model, Star Formation History, and Dust Attenuation Law in the Spectral Energy Distribution Modeling of Galaxies
journal, December 2018
- Han, Yunkun; Han, Zhanwen
- The Astrophysical Journal Supplement Series, Vol. 240, Issue 1
Modelling and interpreting spectral energy distributions of galaxies with beagle
journal, July 2016
- Chevallard, Jacopo; Charlot, Stéphane
- Monthly Notices of the Royal Astronomical Society, Vol. 462, Issue 2
Evolutionary population synthesis: models, analysis of the ingredients and application to high-z galaxies
journal, September 2005
- Maraston, C.
- Monthly Notices of the Royal Astronomical Society, Vol. 362, Issue 3
Comprehensive stellar population models and the disentanglement of age and metallicity effects
journal, November 1994
- Worthey, Guy
- The Astrophysical Journal Supplement Series, Vol. 95
The Multi-Object, Fiber-Fed Spectrographs for the Sloan Digital sky Survey and the Baryon Oscillation Spectroscopic Survey
journal, July 2013
- Smee, Stephen A.; Gunn, James E.; Uomoto, Alan
- The Astronomical Journal, Vol. 146, Issue 2
Stellar populations of HII galaxies: A tale of three bursts
journal, July 2018
- Telles, Eduardo; Melnick, Jorge
- Astronomy & Astrophysics, Vol. 615
Evolutionary stellar population synthesis with MILES - I. The base models and a new line index system
journal, March 2010
- Vazdekis, A.; Sánchez-Blázquez, P.; Falcón-Barroso, J.
- Monthly Notices of the Royal Astronomical Society
The Infrared Telescope Facility (Irtf) Spectral Library: cool Stars
journal, November 2009
- Rayner, John T.; Cushing, Michael C.; Vacca, William D.
- The Astrophysical Journal Supplement Series, Vol. 185, Issue 2
The Data Analysis Pipeline for the SDSS-IV MaNGA IFU Galaxy Survey: Emission-line Modeling
journal, September 2019
- Belfiore, Francesco; Westfall, Kyle B.; Schaefer, Adam
- The Astronomical Journal, Vol. 158, Issue 4
A Simple Model for the Absorption of Starlight by Dust in Galaxies
journal, August 2000
- Charlot, Stephane; Fall, S. Michael
- The Astrophysical Journal, Vol. 539, Issue 2
Dwarf Galaxies of the Local Group
journal, September 1998
- Mateo, Mario
- Annual Review of Astronomy and Astrophysics, Vol. 36, Issue 1
The Indo‐US Library of Coude Feed Stellar Spectra
journal, June 2004
- Valdes, Francisco; Gupta, Ranjan; Rose, James A.
- The Astrophysical Journal Supplement Series, Vol. 152, Issue 2
The star formation histories of dwarf galaxies in Local Group cosmological simulations
journal, March 2019
- Digby, Ruth; Navarro, Julio F.; Fattahi, Azadeh
- Monthly Notices of the Royal Astronomical Society, Vol. 485, Issue 4
The dependence of star formation history and internal structure on stellar mass for 10 5 low-redshift galaxies
journal, May 2003
- Kauffmann, Guinevere; Heckman, Timothy M.; White, Simon D. M.
- Monthly Notices of the Royal Astronomical Society, Vol. 341, Issue 1
SDSS-IV MaNGA: global stellar population and gradients for about 2000 early-type and spiral galaxies on the mass–size plane
journal, February 2018
- Li, Hongyu; Mao, Shude; Cappellari, Michele
- Monthly Notices of the Royal Astronomical Society, Vol. 476, Issue 2
Semi-empirical analysis of Sloan Digital Sky Survey galaxies - I. Spectral synthesis method
journal, April 2005
- Fernandes, Roberto Cid; Mateus, Abílio; Sodré, Laerte
- Monthly Notices of the Royal Astronomical Society, Vol. 358, Issue 2
SDSS-IV/MaNGA: SPECTROPHOTOMETRIC CALIBRATION TECHNIQUE
journal, December 2015
- Yan, Renbin; Tremonti, Christy; Bershady, Matthew A.
- The Astronomical Journal, Vol. 151, Issue 1
Star formation and stellar mass assembly in dark matter haloes: from giants to dwarfs
journal, April 2015
- Lu, Zhankui; Mo, H. J.; Lu, Yu
- Monthly Notices of the Royal Astronomical Society, Vol. 450, Issue 2
The UKIRT wide-field camera
journal, February 2007
- Casali, M.; Adamson, A.; Alves de Oliveira, C.
- Astronomy & Astrophysics, Vol. 467, Issue 2
Stellar Populations and star Formation History of the Metal-Poor Dwarf Galaxy ddo 68
journal, September 2016
- Sacchi, E.; Annibali, F.; Cignoni, M.
- The Astrophysical Journal, Vol. 830, Issue 1
The WFCAM Science Archive: The WFCAM Science Archive
journal, January 2008
- Hambly, N. C.; Collins, R. S.; Cross, N. J. G.
- Monthly Notices of the Royal Astronomical Society, Vol. 384, Issue 2
OBSERVING STRATEGY FOR THE SDSS-IV/MaNGA IFU GALAXY SURVEY
journal, June 2015
- Law, David R.; Yan, Renbin; Bershady, Matthew A.
- The Astronomical Journal, Vol. 150, Issue 1
Star-Formation Histories, Abundances, and Kinematics of Dwarf Galaxies in the Local Group
journal, September 2009
- Tolstoy, Eline; Hill, Vanessa; Tosi, Monica
- Annual Review of Astronomy and Astrophysics, Vol. 47, Issue 1
The Dust Content and Opacity of Actively Star‐forming Galaxies
journal, April 2000
- Calzetti, Daniela; Armus, Lee; Bohlin, Ralph C.
- The Astrophysical Journal, Vol. 533, Issue 2
MultiNest: an efficient and robust Bayesian inference tool for cosmology and particle physics
journal, October 2009
- Feroz, F.; Hobson, M. P.; Bridges, M.
- Monthly Notices of the Royal Astronomical Society, Vol. 398, Issue 4
The star formation histories of galaxies in the Sloan Digital Sky Survey
journal, June 2007
- Panter, Benjamin; Jimenez, Raul; Heavens, Alan F.
- Monthly Notices of the Royal Astronomical Society, Vol. 378, Issue 4
The UKIRT Infrared Deep Sky Survey (UKIDSS)
journal, August 2007
- Lawrence, A.; Warren, S. J.; Almaini, O.
- Monthly Notices of the Royal Astronomical Society, Vol. 379, Issue 4
Is the Jeffreys' scale a reliable tool for Bayesian model comparison in cosmology?
journal, August 2013
- Nesseris, Savvas; García-Bellido, Juan
- Journal of Cosmology and Astroparticle Physics, Vol. 2013, Issue 08
Testing galaxy formation models with galaxy stellar mass functions
journal, October 2016
- Lim, S. H.; Mo, H. J.; Lan, T. -W.
- Monthly Notices of the Royal Astronomical Society, Vol. 464, Issue 3
UV-extended E-MILES stellar population models: young components in massive early-type galaxies
journal, September 2016
- Vazdekis, A.; Koleva, M.; Ricciardelli, E.
- Monthly Notices of the Royal Astronomical Society, Vol. 463, Issue 4
OVERVIEW OF THE SDSS-IV MaNGA SURVEY: MAPPING NEARBY GALAXIES AT APACHE POINT OBSERVATORY
journal, December 2014
- Bundy, Kevin; Bershady, Matthew A.; Law, David R.
- The Astrophysical Journal, Vol. 798, Issue 1
Medium-resolution Isaac Newton Telescope library of empirical spectra
journal, September 2006
- Sanchez-Blazquez, P.; Peletier, R. F.; Jimenez-Vicente, J.
- Monthly Notices of the Royal Astronomical Society, Vol. 371, Issue 2
An Infrared Spectroscopic Sequence of M, L, and T Dwarfs
journal, April 2005
- Cushing, Michael C.; Rayner, John T.; Vacca, William D.
- The Astrophysical Journal, Vol. 623, Issue 2
The UKIRT Infrared Deep Sky Survey Early Data Release
journal, November 2006
- Dye, S.; Warren, S. J.; Hambly, N. C.
- Monthly Notices of the Royal Astronomical Society, Vol. 372, Issue 3
Galaxy formation in pre-processed dark haloes: Galaxy formation in dark haloes
journal, August 2004
- Mo, H. J.; Mao, Shude
- Monthly Notices of the Royal Astronomical Society, Vol. 353, Issue 3
Galaxy Groups in the SDSS DR4. I. The Catalog and Basic Properties
journal, December 2007
- Yang, Xiaohu; Mo, H. J.; van den Bosch, Frank C.
- The Astrophysical Journal, Vol. 671, Issue 1
The Data Analysis Pipeline for the SDSS-IV MaNGA IFU Galaxy Survey: Overview
journal, November 2019
- Westfall, Kyle B.; Cappellari, Michele; Bershady, Matthew A.
- The Astronomical Journal, Vol. 158, Issue 6
The acs Nearby Galaxy Survey Treasury. Viii. the Global star Formation Histories of 60 Dwarf Galaxies in the Local Volume
journal, August 2011
- Weisz, Daniel R.; Dalcanton, Julianne J.; Williams, Benjamin F.
- The Astrophysical Journal, Vol. 739, Issue 1
Star formation at the edge of the Local Group: a rising star formation history in the isolated galaxy WLM
journal, October 2019
- Albers, Saundra M.; Weisz, Daniel R.; Cole, Andrew A.
- Monthly Notices of the Royal Astronomical Society, Vol. 490, Issue 4
Star formation histories of dwarf galaxies in the FIRE simulations: dependence on mass and Local Group environment
journal, September 2019
- Garrison-Kimmel, Shea; Wetzel, Andrew; Hopkins, Philip F.
- Monthly Notices of the Royal Astronomical Society, Vol. 489, Issue 4
The importance of satellite quenching for the build-up of the red sequence of present-day galaxies
journal, June 2008
- van den Bosch, Frank C.; Aquino, Daniel; Yang, Xiaohu
- Monthly Notices of the Royal Astronomical Society, Vol. 387, Issue 1
The Manga Integral Field unit Fiber feed System for the Sloan 2.5 m Telescope
journal, January 2015
- Drory, N.; MacDonald, N.; Bershady, M. A.
- The Astronomical Journal, Vol. 149, Issue 2
The UKIRT wide field camera ZYJHK photometric system: calibration from 2MASS
journal, April 2009
- Hodgkin, S. T.; Irwin, M. J.; Hewett, P. C.
- Monthly Notices of the Royal Astronomical Society, Vol. 394, Issue 2
A standard stellar library for evolutionary synthesis: III. Metallicity calibration
journal, January 2002
- Westera, P.; Lejeune, T.; Buser, R.
- Astronomy & Astrophysics, Vol. 381, Issue 2
THE DATA REDUCTION PIPELINE FOR THE SDSS-IV MaNGA IFU GALAXY SURVEY
journal, September 2016
- Law, David R.; Cherinka, Brian; Yan, Renbin
- The Astronomical Journal, Vol. 152, Issue 4
Mass and Environment as Drivers of Galaxy Evolution. ii. the Quenching of Satellite Galaxies as the Origin of Environmental Effects
journal, August 2012
- Peng, Ying-jie; Lilly, Simon J.; Renzini, Alvio
- The Astrophysical Journal, Vol. 757, Issue 1
Evolutionary tracks and isochrones for low- and intermediate-mass stars: From 0.15 to 7 $M_{\odot}$, and from $Z=0.0004$ to 0.03
journal, February 2000
- Girardi, L.; Bressan, A.; Bertelli, G.
- Astronomy and Astrophysics Supplement Series, Vol. 141, Issue 3
The UKIRT Infrared Deep Sky Survey ZY JHK photometric system: passbands and synthetic colours
journal, April 2006
- Hewett, P. C.; Warren, S. J.; Leggett, S. K.
- Monthly Notices of the Royal Astronomical Society, Vol. 367, Issue 2
Semi-Analytic Models for the Candels Survey: Comparison of Predictions for Intrinsic Galaxy Properties
journal, October 2014
- Lu, Yu; Wechsler, Risa H.; Somerville, Rachel S.
- The Astrophysical Journal, Vol. 795, Issue 2
Quantitative constraints on starburst cycles in galaxies with stellar masses in the range 108-1010 M
journal, May 2014
- Kauffmann, G.
- Monthly Notices of the Royal Astronomical Society, Vol. 441, Issue 3
The galaxy luminosity function in groups and clusters: the faint-end upturn and the connection to the field luminosity function
journal, April 2016
- Lan, Ting-Wen; Ménard, Brice; Mo, Houjun
- Monthly Notices of the Royal Astronomical Society, Vol. 459, Issue 4
The Fifteenth Data Release of the Sloan Digital Sky Surveys: First Release of MaNGA-derived Quantities, Data Visualization Tools, and Stellar Library
journal, January 2019
- Aguado, D. S.; Ahumada, Romina; Almeida, Andrés
- The Astrophysical Journal Supplement Series, Vol. 240, Issue 2
CIGALE: a python Code Investigating GALaxy Emission
journal, February 2019
- Boquien, M.; Burgarella, D.; Roehlly, Y.
- Astronomy & Astrophysics, Vol. 622
Reignition of star formation in dwarf galaxies
journal, October 2018
- Wright, Anna C.; Brooks, Alyson M.; Weisz, Daniel R.
- Monthly Notices of the Royal Astronomical Society, Vol. 482, Issue 1
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
SDSS-IV MaNGA: stellar initial mass function variation inferred from Bayesian analysis of the integral field spectroscopy of early-type galaxies
journal, March 2019
- Zhou, Shuang; Mo, H. J.; Li, Cheng
- Monthly Notices of the Royal Astronomical Society, Vol. 485, Issue 4
Stellar population models at high spectral resolution: High-resolution stellar population models
journal, November 2011
- Maraston, C.; Strömbäck, G.
- Monthly Notices of the Royal Astronomical Society, Vol. 418, Issue 4
SDSS-IV MaNGA IFS GALAXY SURVEY—SURVEY DESIGN, EXECUTION, AND INITIAL DATA QUALITY
journal, November 2016
- Yan, Renbin; Bundy, Kevin; Law, David R.
- The Astronomical Journal, Vol. 152, Issue 6
Parametric Recovery of Line‐of‐Sight Velocity Distributions from Absorption‐Line Spectra of Galaxies via Penalized Likelihood
journal, February 2004
- Cappellari, Michele; Emsellem, Eric
- Publications of the Astronomical Society of the Pacific, Vol. 116, Issue 816
Stellar population synthesis at the resolution of 2003
journal, October 2003
- Bruzual, G.; Charlot, S.
- Monthly Notices of the Royal Astronomical Society, Vol. 344, Issue 4
Analysis of galaxy spectral energy distributions from far-UV to far-IR with CIGALE: studying a SINGS test sample
journal, September 2009
- Noll, S.; Burgarella, D.; Giovannoli, E.
- Astronomy & Astrophysics, Vol. 507, Issue 3
THE STAR FORMATION HISTORIES OF LOCAL GROUP DWARF GALAXIES. I. HUBBLE SPACE TELESCOPE /WIDE FIELD PLANETARY CAMERA 2 OBSERVATIONS
journal, June 2014
- Weisz, Daniel R.; Dolphin, Andrew E.; Skillman, Evan D.
- The Astrophysical Journal, Vol. 789, Issue 2
SDSS-IV MaNGA: Environmental Dependence of the Mgb/${\boldsymbol{\langle }}{\bf{Fe}}{\boldsymbol{\rangle }}$–${{\boldsymbol{\sigma }}}_{{\boldsymbol{* }}}$ Relation for Nearby Galaxies
journal, March 2019
- Zheng, Zheng; Li, Cheng; Mao, Shude
- The Astrophysical Journal, Vol. 873, Issue 1
Empirical calibration of the near-infrared Ca II triplet -- I. The stellar library and index definition
journal, September 2001
- Cenarro, A. J.; Cardiel, N.; Gorgas, J.
- Monthly Notices of the Royal Astronomical Society, Vol. 326, Issue 3
Improving the full spectrum fitting method: accurate convolution with Gauss–Hermite functions
journal, November 2016
- Cappellari, Michele
- Monthly Notices of the Royal Astronomical Society, Vol. 466, Issue 1
The 2.5 m Telescope of the Sloan Digital Sky Survey
journal, April 2006
- Gunn, James E.; Siegmund, Walter A.; Mannery, Edward J.
- The Astronomical Journal, Vol. 131, Issue 4
New York University Value-Added Galaxy Catalog: A Galaxy Catalog Based on New Public Surveys
journal, June 2005
- Blanton, Michael R.; Schlegel, David J.; Strauss, Michael A.
- The Astronomical Journal, Vol. 129, Issue 6
STELIB: A library of stellar spectra at ${\vec R}\sim2000$
journal, April 2003
- Le Borgne, J. -F.; Bruzual, G.; Pelló, R.
- Astronomy & Astrophysics, Vol. 402, Issue 2
THE STAR FORMATION HISTORY OF THE VERY METAL-POOR BLUE COMPACT DWARF I Zw 18 FROM HST /ACS DATA
journal, October 2013
- Annibali, F.; Cignoni, M.; Tosi, M.
- The Astronomical Journal, Vol. 146, Issue 6
The SDSS-IV MaNGA Sample: Design, Optimization, and Usage Considerations
journal, August 2017
- Wake, David A.; Bundy, Kevin; Diamond-Stanic, Aleksandar M.
- The Astronomical Journal, Vol. 154, Issue 3
The star-formation history of the Universe from the stellar populations of nearby galaxies
journal, April 2004
- Heavens, Alan; Panter, Benjamin; Jimenez, Raul
- Nature, Vol. 428, Issue 6983