Spatially-unresolved SED fitting can underestimate galaxy masses: a solution to the missing mass problem
arXiv:1801.07368 · doi:10.1093/mnras/sty186
Abstract
We perform spatially-resolved, pixel-by-pixel SED fitting on galaxies up to in the Hubble Extreme Deep Field (XDF). Comparing stellar mass estimates from spatially resolved and spatially unresolved photometry we find that unresolved masses can be systematically underestimated by factors of up to 5. The ratio of the unresolved to resolved mass measurement depends on the galaxy's specific star formation rate (sSFR): at low sSFRs the bias is small, but above sSFR yr the discrepancy increases rapidly such that galaxies with sSFRs yr have unresolved mass estimates of only one half to one fifth of the resolved value. This result indicates that stellar masses estimated from spatially-unresolved datasets need to be systematically corrected, in some cases by large amounts, and we provide an analytic prescription for applying this correction. We show that correcting stellar mass measurements for this bias changes the normalization and slope of the star-forming main sequence and reduces its intrinsic width; most dramatically, correcting for the mass bias increases the stellar mass density of the Universe at high redshift and can resolve the long-standing discrepancy between the directly-measured cosmic star formation rate density at and that inferred from stellar mass densities ("the missing mass problem").
arXiv comment17 pages, 16 figures, Accepted for publication in MNRAS
References in corpus (65)
- Astropy: A Community Python Package for Astronomy
- Stellar population synthesis at the resolution of 2003
- Galactic Stellar and Substellar Initial Mass Function
- Seven-Year Wilkinson Microwave Anisotropy Probe (WMAP) Observations: Cosmological Interpretation
- Measuring Reddening with SDSS Stellar Spectra and Recalibrating SFD
- The Dust Content and Opacity of Actively Star-Forming Galaxies
- Cosmic Star Formation History
- Stellar Masses and Star Formation Histories for 10^5 Galaxies from the Sloan Digital Sky Survey
- SDSS-III: Massive Spectroscopic Surveys of the Distant Universe, the Milky Way Galaxy, and Extra-Solar Planetary Systems
- The Average Star Formation Histories of Galaxies in Dark Matter Halos from z=0-8
- CANDELS: The Cosmic Assembly Near-infrared Deep Extragalactic Legacy Survey
- CANDELS: The Cosmic Assembly Near-infrared Deep Extragalactic Legacy Survey - The Hubble Space Telescope Observations, Imaging Data Products and Mosaics
- 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
- EAZY: A Fast, Public Photometric Redshift Code
- A method for optimal image subtraction
- Adaptive spatial binning of integral-field spectroscopic data using Voronoi tessellations
- Bayesian photometric redshift estimation
- The propagation of uncertainties in stellar population synthesis modeling III: model calibration, comparison, and evaluation
- Mass assembly in quiescent and star-forming galaxies since z=4 from UltraVISTA
- The Evolution of the Stellar Mass Functions of Star-Forming and Quiescent Galaxies to z = 4 from the COSMOS/UltraVISTA Survey
- Modeling the Panchromatic Spectral Energy Distributions of Galaxies
- Constraining the Low-Mass Slope of the Star Formation Sequence at 0.5<z<2.5
- Galaxy Stellar Mass Assembly between 0.2<z<2 from the S-COSMOS survey
- Galaxy And Mass Assembly: Stellar Mass Estimates
- The Stellar Populations and Evolution of Lyman Break Galaxies
- A Steep Faint-End Slope of the UV Luminosity Function at z~2-3: Implications for the Global Stellar Mass Density and Star Formation in Low Mass Halos
- Structural Parameters of Galaxies in CANDELS
- Resolved stellar mass maps of galaxies. I: method and implications for global mass estimates
- Connecting Galaxies, Halos, and Star Formation Rates Across Cosmic Time
- Galaxy Stellar Mass Functions from ZFOURGE/CANDELS: An Excess of Low-Mass Galaxies Since z=2 and the Rapid Buildup of Quiescent Galaxies
- Galaxies in the Hubble Ultra Deep Field: I. Detection, Multiband Photometry, Photometric Redshifts, and Morphology
- On Star Formation Rates and Star Formation Histories of Galaxies out to z ~ 3
- Evidence for TP-AGB stars in high redshift galaxies, and their effect on deriving stellar population parameters
- Smooth(er) Stellar Mass Maps in CANDELS: Constraints on the Longevity of Clumps in High-redshift Star-forming Galaxies
- UV to Mid-IR Observations of Star-forming Galaxies at z~2: Stellar Masses and Stellar Populations
- The HST eXtreme Deep Field XDF: Combining all ACS and WFC3/IR Data on the HUDF Region into the Deepest Field Ever
- Star formation rates and masses of z ~ 2 galaxies from multicolour photometry
- Recovering galaxy stellar population properties from broad-band spectral energy distribution fitting
- Optical-IR Spectral Energy Distributions of z>2 Lyman Break Galaxies
- The Evolution of Stellar Mass and the Implied Star Formation History
- Faint Galaxies in deep ACS observations
- Tracking the impact of environment on the Galaxy Stellar Mass Function up to z~1 in the 10k zCOSMOS sample
- UVUDF: Ultraviolet Through Near-infrared Catalog and Photometric Redshifts of Galaxies in the Hubble Ultra Deep Field
- GALAPAGOS: From Pixels to Parameters
- Specific star formation rates to redshift 5 from the FORS Deep Field and the GOODS-S Field
- The Star Formation History of the Hubble Sequence: Spatially Resolved Colour Distributions of Intermediate Redshift Galaxies in the Hubble Deep Field
- SEDfit: Software for Spectral Energy Distribution Fitting of Photometric Data
- A Near-Infrared Spectroscopic Survey of K-selected Galaxies at z ~ 2.3: Comparison of Stellar Population Synthesis Codes and Constraints from the Rest-frame NIR
- The Mass-Independence of Specific Star Formation Rates in Galactic Disks
- The COSMOS2015 galaxy stellar mass function: 13 billion years of stellar mass assembly in 10 snapshots
- Stellar mass-to-light ratios from galaxy spectra: how accurate can they be?
- Mass assembly and morphological transformations since from CANDELS
- Systematic Uncertainties in Stellar Mass Estimation for Distinct Galaxy Populations
- Biases and Uncertainties in Physical Parameter Estimates of Lyman Break Galaxies from Broad-band Photometry
- Evolution of Intrinsic Scatter in the SFR-Stellar Mass Correlation at 0.5<z<3
- The evolving relation between star-formation rate and stellar mass in the VIDEO Survey since
- Missing Stellar Mass in SED Fitting: Spatially Unresolved Photometry can Underestimate Galaxy Masses
- Stars in the Hubble Ultra Deep Field
- Keck Deep Fields. III. Luminosity-dependent Evolution of the Ultraviolet Luminosity and Star Formation Rate Densities at z~4, 3, and 2
- Comparing Dynamical and Photometric Mass Estimates of Low- and High-Redshift Galaxies: Random and Systematic Uncertainties
- Spatially Resolved Galaxy Star Formation and its Environmental Dependence I
- Stars, Dust, and the Growth of UV-Selected Sub-L* Galaxies at Redshift z~2
- Tracing the Mass Growth and Star Formation Rate Evolution of Massive Galaxies from z~6 to z~1 in the Hubble Ultra-Deep Field
- Regularization Techniques for PSF-Matching Kernels. I. Choice of Kernel Basis
- Pixel-z: Studying Substructure and Stellar Populations in Galaxies out to z~3 using Pixel Colors I. Systematics
Cited by in corpus (52)
- COSMOS2020: A panchromatic view of the Universe to from two complementary catalogs
- The star-formation activity of IllustrisTNG galaxies: main sequence, UVJ diagram, quenched fractions, and systematics
- A New Census of the 0.2 < z < 3.0 Universe, Part I: The Stellar Mass Function
- The Near Infrared Imager and Slitless Spectrograph for the James Webb Space Telescope -- II. Wide Field Slitless Spectroscopy
- Hyper Suprime-Cam Subaru Strategic Program: A Mass-Dependent Slope of the Galaxy Size-Mass Relation at
- Spatially Resolved Properties of High Redshift Galaxies in the SMACS0723 JWST ERO Field
- Discovery of Strongly Inverted Metallicity Gradients in Dwarf Galaxies at 2
- Horizon-AGN virtual observatory - 1. SED-fitting performance and forecasts for future imaging surveys
- Revealing the Stellar Mass and Dust Distributions of Submillimeter Galaxies at Redshift 2
- The ALMA Spectroscopic Survey in the HUDF: Nature and physical properties of gas-mass selected galaxies using MUSE spectroscopy
- Introducing piXedfit -- a Spectral Energy Distribution Fitting Code Designed for Resolved Sources
- UV & U-band luminosity functions from CLAUDS and HSC-SSP -- I. Using four million galaxies to simultaneously constrain the very faint and bright regimes to
- Galaxy Sizes Since from the Perspective of Stellar Mass Distribution within Galaxies
- Evolution of spatially resolved star formation main sequence and surface density profiles in massive disc galaxies at : inside-out stellar mass buildup and quenching
- Horizon-AGN virtual observatory -- 2: Template-free estimates of galaxy properties from colours
- SCUBA-2 Ultra Deep Imaging Eao Survey (Studies) III: Multi-wavelength properties, luminosity functions and preliminary source catalog of 450-m-selected galaxies
- AGN Feedback in SDSS-IV MaNGA: AGNs have Suppressed Central Star Formation Rates
- Outshining in the Spatially Resolved Analysis of a Strongly-Lensed Galaxy at z=6.072 with JWST NIRCam
- The kiloparsec-scale gas kinematics in two star-forming galaxies at seen with ALMA and VLT-SINFONI
- Implications of a Temperature Dependent IMF I: Photometric Template Fitting
- S2COSMOS: Evolution of Gas Mass with Redshift Using Dust Emission
- Stellar mass as the "glocal" driver of galaxies' stellar population properties
- JWST's PEARLS: resolved study of the stellar and dust components in starburst galaxies at cosmic noon
- JWST PRIMER: A lack of outshining in four normal z =4-6 galaxies from the ALMA-CRISTAL Survey
- LARgE Survey -- III. Environments of Ultra-Massive Passive Galaxies at Cosmic Noon: BCG progenitors growing through mergers
- Solution to the conflict between the resolved and unresolved galaxy stellar mass estimation from the perspective of JWST
- Morphology-assisted galaxy mass-to-light predictions using deep learning
- 3D-DASH: The Widest Near-Infrared Hubble Space Telescope Survey
- Systematic errors on optical-SED stellar mass estimates for galaxies across cosmic time and their impact on cosmology
- A systematic search for galaxy protocluster cores at the transition epoch of their star formation activity
- Behind the Spotlight: A systematic assessment of outshining using NIRCam medium-bands in the JADES Origins Field
- Evolution of the Sérsic Index up to z=2.5 from JWST and HST
- LARgE Survey. I. Dead Monsters: the Massive End of the Passive Galaxy Stellar Mass Function at Cosmic Noon
- Massive molecular gas reservoir around the central AGN in the CARLA J1103+3449 cluster at z=1.44
- Simulation-based inference of galaxy properties from JWST pixels
- LARgE Survey -- II. The Dark Matter Halos and the Progenitors and Descendants of Ultra-Massive Passive Galaxies at Cosmic Noon
- KMTNet Nearby Galaxy Survey III. Deficient H flux in the Extended Disks of Spiral Galaxies
- FORECASTOR -- I. Finding Optics Requirements and Exposure times for the Cosmological Advanced Survey Telescope for Optical and UV Research mission
- Unveiling Multiple Physical Processes on a Cluster Galaxy at z=0.3 Using JWST
- CO(1--0) imaging reveals 10-kiloparsec molecular gas reservoirs around star-forming galaxies at high redshift
- Unraveling emission line galaxy conformity at z~1 with DESI early data
- Euclid preparation. Spatially resolved stellar populations of local galaxies with Euclid: a proof of concept using synthetic images with the TNG50 simulation
- Leonessa: An Extremely Metal-poor Galaxy Undergoing Secular Chemical Evolution
- Extended Enriched Gas in a Multi-Galaxy Merger at Redshift 6.7
- Improved SED-Fitting Assumptions Result in Inside-Out Quenching at and Quenching at All Radii Simultaneously at
- Predicting far-infrared maps of galaxies via machine learning techniques
- Systematics in the SED Fitting Parameter Estimation of Composite Galaxies
- Recovering the properties of the interstellar medium through integrated spectroscopy: application to the z~0 ECO volume-limited star-forming galaxy sample
- Transient star B/R ratio and star formation in lensed galaxies
- Direct detection of cool molecular gas in a star-forming galaxy at
- Lack of influence of the environment in the earliest stages of massive galaxy formation
- Resolving dust and Lyα emission in a lensed galaxy at the epoch of reionization with JWST/CANUCS