Evolution of galaxy size--stellar mass relation from the Kilo Degree Survey
arXiv:1807.06085 · doi:10.1093/mnras/sty1917
Abstract
We have obtained structural parameters of about 340,000 galaxies from the Kilo Degree Survey (KiDS) in 153 square degrees of data release 1, 2 and 3. We have performed a seeing convolved 2D single Sérsic fit to the galaxy images in the 4 photometric bands (u, g, r, i) observed by KiDS, by selecting high signal-to-noise ratio (S/N > 50) systems in every bands. We have classified galaxies as spheroids and disc-dominated by combining their spectral energy distribution properties and their Sérsic index. Using photometric redshifts derived from a machine learning technique, we have determined the evolution of the effective radius, \Re\ and stellar mass, \mst, versus redshift, for both mass complete samples of spheroids and disc-dominated galaxies up to z ~ 0.6. Our results show a significant evolution of the structural quantities at intermediate redshift for the massive spheroids ($\mbox{Log}\ M_*/M_\odot>11$, Chabrier IMF), while almost no evolution has found for less massive ones ($\mbox{Log}\ M_*/M_\odot < 11$). On the other hand, disc dominated systems show a milder evolution in the less massive systems ($\mbox{Log}\ M_*/M_\odot < 11$) and possibly no evolution of the more massive systems. These trends are generally consistent with predictions from hydrodynamical simulations and independent datasets out to redshift z ~ 0.6, although in some cases the scatter of the data is large to drive final conclusions. These results, based on 1/10 of the expected KiDS area, reinforce precedent finding based on smaller statistical samples and show the route toward more accurate results, expected with the the next survey releases.
arXiv commentaccepted by MNRAS
References in corpus (109)
- Stellar population synthesis at the resolution of 2003
- The Sloan Digital Sky Survey: Technical Summary
- Seven-Year Wilkinson Microwave Anisotropy Probe (WMAP) Observations: Cosmological Interpretation
- Measuring Reddening with SDSS Stellar Spectra and Recalibrating SFD
- The cosmological simulation code GADGET-2
- A Fundamental Relation Between Supermassive Black Holes and Their Host Galaxies
- The Demography of Massive Dark Objects in Galaxy Centres
- A Relationship Between Nuclear Black Hole Mass and Galaxy Velocity Dispersion
- The EAGLE project: Simulating the evolution and assembly of galaxies and their environments
- Detailed Structural Decomposition of Galaxy Images
- The slope of the black-hole mass versus velocity dispersion correlation
- The 2dF Galaxy Redshift Survey: Spectra and redshifts
- The Formation of Galactic Disks
- CANDELS: The Cosmic Assembly Near-infrared Deep Extragalactic Legacy Survey - The Hubble Space Telescope Observations, Imaging Data Products and Mosaics
- Accurate photometric redshifts for the CFHT Legacy Survey calibrated using the VIMOS VLT Deep Survey
- Color Separation of Galaxy Types in the Sloan Digital Sky Survey Imaging Data
- Galaxies on FIRE (Feedback In Realistic Environments): Stellar Feedback Explains Cosmologically Inefficient Star Formation
- The Ninth Data Release of the Sloan Digital Sky Survey: First Spectroscopic Data from the SDSS-III Baryon Oscillation Spectroscopic Survey
- The Dependence of Star Formation History and Internal Structure on Stellar Mass for 10^5 Low-Redshift Galaxies
- 3D-HST+CANDELS: The Evolution of the Galaxy Size-Mass Distribution since
- Constraints on the relationship between stellar mass and halo mass at low and high redshift
- The size distribution of galaxies in the Sloan Digital Sky Survey
- Galaxy and Mass Assembly (GAMA): survey diagnostics and core data release
- KiDS-450: Cosmological parameter constraints from tomographic weak gravitational lensing
- Measuring and Modelling the Redshift Evolution of Clustering: the Hubble Deep Field North
- Minor mergers and the size evolution of elliptical galaxies
- Structure and Formation of Elliptical and Spheroidal Galaxies
- Passively Evolving Early-type Galaxies at 1.4<z<2.5 in the Hubble Ultra Deep Field
- The Growth of Massive Galaxies Since z=2
- Confirmation of the remarkable compactness of massive quiescent galaxies at z~2.3: early-type galaxies did not form in a simple monolithic collapse
- A systematic variation of the stellar initial mass function in early-type galaxies
- The Relation Between Compact, Quiescent High Redshift Galaxies and Massive Nearby Elliptical Galaxies: Evidence for Hierarchical, Inside-Out Growth
- Strong size evolution of the most massive galaxies since z~2
- The size evolution of galaxies since z~3: combining SDSS, GEMS and FIRES
- Science Objectives and Early Results of the DEEP2 Redshift Survey
- The Stellar Initial Mass Function in Early-Type Galaxies From Absorption Line Spectroscopy. II. Results
- Structure and star formation in galaxies out to z=3: evidence for surface density dependent evolution and upsizing
- Gravitational Lensing Analysis of the Kilo Degree Survey
- The Galactic disk mass-budget : I. stellar mass-function and density
- The initial mass function of early-type galaxies
- Evolution of galaxy stellar masses and star formation rates in the EAGLE simulations
- The cosmological size and velocity dispersion evolution of massive early-type galaxies
- The Ages of Elliptical Galaxies in a Merger Model
- Galaxy And Mass Assembly (GAMA): The galaxy stellar mass function at z < 0.06
- Galaxy And Mass Assembly (GAMA): Structural Investigation of Galaxies via Model Analysis (SIGMA)
- A Deep, Wide Field, Optical, and Near Infrared Catalog of a Large Area around the Hubble Deep Field North
- Galaxy And Mass Assembly (GAMA): mass-size relations of z0.1 galaxies subdivided by Sérsic index, colour and morphology
- The first and second data releases of the Kilo-Degree Survey
- The small scatter of the baryonic Tully-Fisher relation
- SPIDER VIII - Constraints on the Stellar Initial Mass Function of Early-type Galaxies from a Variety of Spectral Features
- A Revised Model for the Formation of Disk Galaxies: Low Spin and Dark-Halo Expansion
- How do minor mergers promote inside-out growth of ellipticals, transforming the size, density profile and dark matter fraction?
- The Formation of a Realistic Disk Galaxy in Lambda Dominated Cosmologies
- Galaxy Number Counts from the Sloan Digital Sky Survey Commissioning Data
- Scaling Relations of Spiral Galaxies
- The dramatic size evolution of elliptical galaxies and the quasar feedback
- Galaxy growth in the concordance CDM cosmology
- The third data release of the Kilo-Degree Survey and associated data products
- Early-type galaxies in the SDSS. IV. Colors and chemical evolution
- Finding Strong Gravitational Lenses in the Kilo Degree Survey with Convolutional Neural Networks
- The Fornax Deep Survey with VST. I. The extended and diffuse stellar halo of NGC~1399 out to 192 kpc
- Dissecting the size evolution of elliptical galaxies since z~1: puffing up vs minor merging scenarios
- Feedback and the Structure of Simulated Galaxies at redshift z=2
- Curvature in the scaling relations of early-type galaxies
- The Subaru Deep Field: The Optical Imaging Data
- On the Size and Comoving Mass Density Evolution of Early-Type Galaxies
- ESO Imaging Survey. Deep Public Survey: Multi-Color Optical Data for the Chandra Deep Field South
- Dissipation and Extra Light in Galactic Nuclei: III. 'Core' Ellipticals and 'Missing' Light
- The VIRMOS deep imaging survey II: CFH12K BVRI optical data for the 0226-04 deep field
- The evolution of the mass-size relation for early type galaxies from z~1 to the present: dependence on environment, mass-range and detailed morphology
- Galaxy And Mass Assembly (GAMA): Stellar mass functions by Hubble type
- Color and stellar population gradients in galaxies. Correlation with mass
- Central mass-to-light ratios and dark matter fractions in early-type galaxies
- Confirmation of the compactness of a z=1.91 quiescent galaxy with Hubble Space Telescope's Wide Field Camera 3
- An inventory of the stellar initial mass function in early-type galaxies
- Galaxy And Mass Assembly (GAMA): the wavelength-dependent sizes and profiles of galaxies revealed by MegaMorph
- The fundamental plane of EDisCS galaxies - The effect of size evolution
- The Morphology of Passively Evolving Galaxies at z ~ 2 from HST/WFC3 Deep Imaging in the Hubble Ultradeep Field
- Photometric redshifts for Quasars in multi band Surveys
- 2DPHOT: A Multi-purpose Environment for the Two-dimensional Analysis of Wide-field Images
- On The Robustness of z=0-1 Galaxy Size Measurements Through Model and Non-Parametric Fits
- The fate of high-redshift massive compact galaxies
- A catalogue of photometric redshifts for the SDSS-DR9 galaxies
- The Origin of Color Gradients in Early-Type Systems and Their Compactness at High-z
- Systematic variations of central mass density slopes in early-type galaxies
- Bars in hydrodynamical cosmological simulations
- SPIDER - IV. Optical and NIR color gradients in Early-type galaxies: New Insights into Correlations with Galaxy Properties
- Machine Learning based photometric redshifts for the KiDS ESO DR2 galaxies
- KiDS-SQuaD: The KiDS Strongly lensed Quasar Detection project
- SPIDER - VI. The Central Dark Matter Content of Luminous Early-Type Galaxies: Benchmark Correlations with Mass, Structural Parameters and Environment
- Towards a census of super-compact massive galaxies in the Kilo Degree Survey
- How Massive are Massive Compact Galaxies?
- Photometric redshift estimation based on data mining with PhotoRApToR
- A cooperative approach among methods for photometric redshifts estimation: an application to KiDS data
- Evolution of central dark matter of early-type galaxies up to z ~ 0.8
- Secondary infall model and dark matter scaling relations in intermediate redshift early - type galaxies
- Point spread function tails and the measurements of diffuse stellar halo light around edge-on disc galaxies
- Redshift evolution of the dynamical properties of massive galaxies from SDSS-III/BOSS
- The first sample of spectroscopically confirmed ultra-compact massive galaxies in the Kilo Degree Survey
- Searching for galaxy clusters in the Kilo-Degree Survey
- Optical and Near-Infrared Structural Properties of Cluster Galaxies at
- Colour Gradients and the Colour-Magnitude Relation: Different Properties of Brightest Cluster Galaxies and E/S0 Galaxies in the Sloan Digital Sky Survey
- Ultra deep sub-kpc view of nearby massive compact galaxies
- The last 6 Gyr of dark matter assembly in massive galaxies from the Kilo Degree Survey
- MOND and IMF variations in early-type galaxies from
- On the Radial Stellar Content of Early-Type Galaxies as a Function of Mass and Environment
- The relative distances to the Virgo, Fornax, and Coma clusters of galaxies through the Dn-sigma and the Fundamental Plane relations
- Assessing Galaxy Limiting Magnitudes in Large Optical Surveys
- Strong lens search in the ESO public Survey KiDS
Cited by in corpus (50)
- The fourth data release of the Kilo-Degree Survey: ugri imaging and nine-band optical-IR photometry over 1000 square degrees
- Surveying the reach and maturity of machine learning and artificial intelligence in astronomy
- New high-quality strong lens candidates with deep learning in the Kilo Degree Survey
- The Weak Lensing Radial Acceleration Relation: Constraining Modified Gravity and Cold Dark Matter theories with KiDS-1000
- High-quality strong lens candidates in the final Kilo Degree survey footprint
- Galaxy structure with strong gravitational lensing: decomposing the internal mass distribution of massive elliptical galaxies
- The Fornax Deep Survey with VST. IX. The catalog of sources in the FDS area, with an example study for globular clusters and background galaxies
- Deep Learning for Strong Lensing Search: Tests of the Convolutional Neural Networks and New Candidates from KiDS DR3
- INSPIRE: INvestigating Stellar Population In RElics -- I. Survey presentation and pilot program
- The first sample of spectroscopically confirmed ultra-compact massive galaxies in the Kilo Degree Survey
- Quiescent Galaxy Size and Spectroscopic Evolution: Combining HSC Imaging and Hectospec Spectroscopy
- Photometric redshifts with machine learning, lights and shadows on a complex data science use case
- Building the largest spectroscopic sample of ultra-compact massive galaxies with the Kilo Degree Survey
- GAlaxy Light profile convolutional neural NETworks (GaLNets). I. fast and accurate structural parameters for billion galaxy samples
- The dichotomy of dark matter fraction and total mass density slope of galaxies over five dex in mass
- INSPIRE: INvestigating Stellar Population In RElics II. First Data Release (DR1)
- Inferring galaxy dark halo properties from visible matter with Machine Learning
- The Dynamics and Distribution of Angular Momentum in HiZELS Star-Forming Galaxies at z = 0.8 - 3.3
- Importance of Mock Observations in Validating Galaxy Properties for Cosmological Simulations
- The Evolution of Sizes and Specific Angular Momenta in Hierarchical Models of Galaxy Formation and Evolution
- Introducing the AIDA-TNG project: galaxy formation in alternative dark matter models
- Galaxy morphoto-Z with neural Networks (GaZNets). I. Optimized accuracy and outlier fraction from Imaging and Photometry
- The SRG/eROSITA All-Sky Survey: Weak-Lensing of eRASS1 Galaxy Clusters in KiDS-1000 and Consistency Checks with DES Y3 & HSC-Y3
- AMICO galaxy clusters in KiDS-DR3: galaxy population properties and their redshift dependence
- Low-Surface-Brightness Galaxies are missing in the observed Stellar Mass Function
- Central velocity dispersion catalog of LAMOST-DR7 galaxies
- Compact galaxies and the size-mass galaxy distribution from a colour-selected sample at 0.04 < z < 0.15 supplemented by ugrizYJHK photometric redshifts
- The Size-Mass Relation of Post-Starburst Galaxies in the Local Universe
- Nature versus nurture: relic nature and environment of the most massive passive galaxies at
- The OTELO survey as a morphological probe. Last ten Gyr of galaxy evolution. The mass--size relation up to z=2
- The evolution of radial gradients of MaNGA quiescent elliptical galaxies: inside-out quenching or outer mass growth?
- The Coevolution of Massive Quiescent Galaxies and Their Dark Matter Halos over the Last 6 Billion Years
- The differences between mass- and light-derived structural parameters over time for MaNGA Elliptical galaxies
- Discovery of two Einstein crosses from massive post--blue nugget galaxies at z>1 in KiDS
- VEXAS: VISTA EXtension to Auxiliary Surveys -- Data Release 2: Machine-learning based classification of sources in the Southern Hemisphere
- The central dark matter fraction of massive early-type galaxies
- Intrinsic galaxy alignments in the KiDS-1000 bright sample: dependence on colour, luminosity, morphology, and galaxy scale
- VEXAS: the VISTA EXtension to Auxiliary Surveys -- Data Release 1: the Southern Galactic Hemisphere
- Toward a stellar population catalog in the Kilo Degree Survey: the impact of stellar recipes on stellar masses and star formation rates
- The dark matter halo masses of elliptical galaxies as a function of observationally robust quantities
- Total and dark mass from observations of galaxy centers with Machine Learning
- Anomaly detection in Astrophysics: a comparison between unsupervised Deep and Machine Learning on KiDS data
- Time-average properties of major mergers: mergers significantly scatter high-z scaling relations
- Effects of Environment on the Size Evolution of Quiescent Galaxies: Comparing Galaxies in Clusters and in the Field at Two Rest-frame Wavelengths
- Late growth of early-type galaxies in low-z massive clusters
- INSPIRE: INvestigating Stellar Populations In RElics. IX. KiDS J0842+0059: the first fully confirmed relic beyond the local Universe
- Using Deep Learning Methods to Detect for Ultra-diffuse Galaxies in KiDS
- The catalogue of virtual early-type galaxies from IllustrisTNG: validation and real observation consistency
- The collar of early-type galaxies -- probing evolution by focusing on the inner stellar density profile
- Identification of gravitational lenses obscured by foreground light in the KiDS dataset using U-Nets and ResNets