The LOFAR Two-metre Sky Survey Deep Fields Data Release 1: V. Survey description, source classifications and host galaxy properties
arXiv:2305.05782 · doi:10.1093/mnras/stad1308
Abstract
Source classifications, stellar masses and star formation rates are presented for 80,000 radio sources from the first data release of the Low Frequency Array Two-metre Sky Survey (LoTSS) Deep Fields, which represents the widest deep radio survey ever undertaken. Using deep multi-wavelength data spanning from the ultraviolet to the far-infrared, spectral energy distribution (SED) fitting is carried out for all of the LoTSS-Deep host galaxies using four different SED codes, two of which include modelling of the contributions from an active galactic nucleus (AGN). Comparing the results of the four codes, galaxies that host a radiative AGN are identified, and an optimised consensus estimate of the stellar mass and star-formation rate for each galaxy is derived. Those galaxies with an excess of radio emission over that expected from star formation are then identified, and the LoTSS-Deep sources are divided into four classes: star-forming galaxies, radio-quiet AGN, and radio-loud high-excitation and low-excitation AGN. Ninety-five per cent of the sources can be reliably classified, of which more than two-thirds are star-forming galaxies, ranging from normal galaxies in the nearby Universe to highly-starbursting systems at z>4. Star-forming galaxies become the dominant population below 150-MHz flux densities of about 1 mJy, accounting for 90 per cent of sources at a 150-MHz flux density of 100 microJy. Radio-quiet AGN comprise around 10 per cent of the overall population. Results are compared against the predictions of the SKADS and T-RECS radio sky simulations, and improvements to the simulations are suggested.
Accepted for publication in MNRAS. Catalogues available at www.lofar-surveys.org/deepfields.html. 27 pages
References in corpus (126)
- Stellar population synthesis at the resolution of 2003
- The chemical composition of the Sun
- Galactic Stellar and Substellar Initial Mass Function
- The Wide-field Infrared Survey Explorer (WISE): Mission Description and Initial On-orbit Performance
- Coevolution (Or Not) of Supermassive Black Holes and Host Galaxies
- Cosmic Star Formation History
- Observational Evidence of AGN Feedback
- LOFAR: The LOw-Frequency ARray
- The UKIRT Infrared Deep Sky Survey (UKIDSS)
- The Galaxy Evolution Explorer: A Space Ultraviolet Survey Mission
- Infrared Emission from Interstellar Dust. IV. The Silicate-Graphite-PAH Model in the Post-Spitzer Era
- Heating Hot Atmospheres with Active Galactic Nuclei
- CIGALE: a python Code Investigating GALaxy Emission
- A simple model to interpret the ultraviolet, optical and infrared emission from galaxies
- The Co-Evolution of Galaxies and Supermassive Black Holes: Insights from Surveys of the Contemporary Universe
- Analysis of galaxy SEDs from far-UV to far-IR with CIGALE: Studying a SINGS test sample
- Mid-Infrared Selection of Active Galaxies
- The GMRT 150 MHz All-sky Radio Survey: First Alternative Data Release TGSS ADR1
- SUMSS: A Wide-Field Radio Imaging Survey of the Southern Sky. II. The Source Catalogue
- Inferring the star-formation histories of massive quiescent galaxies with BAGPIPES: Evidence for multiple quenching mechanisms
- The Herschel Multi-tiered Extragalactic Survey: HerMES
- The host galaxies of radio-loud AGN: mass dependencies, gas cooling and AGN feedback
- SWIRE: The SIRTF Wide-area InfraRed Extragalactic Survey
- Obscured and unobscured active galactic nuclei in the Spitzer Space Telescope First Look Survey
- On the fundamental dichotomy in the local radio-AGN population: accretion, evolution, and host galaxy properties
- The LOFAR Two-metre Sky Survey - I. Survey Description and Preliminary Data Release
- Identifying Luminous AGN in Deep Surveys: Revised IRAC Selection Criteria
- First Data Release of the Hyper Suprime-Cam Subaru Strategic Program
- The LOFAR Two-metre Sky Survey - II. First data release
- Revisiting the Infrared Spectra of Active Galactic Nuclei with a New Torus Emission Model
- Star Formation and Dust Attenuation Properties in Galaxies from a Statistical UV-to-FIR Analysis
- The LOFAR Two-metre Sky Survey -- V. Second data release
- Andromeda's Dust
- EMU: Evolutionary Map of the Universe
- The dust covering factor in active galactic nuclei
- Nebular Continuum and Line Emission in Stellar Population Synthesis Models
- Three-dimensional radiative transfer modeling of AGN dusty tori as a clumpy two-phase medium
- A deep ALMA image of the Hubble Ultra Deep Field
- The VLA-COSMOS 3 GHz Large Project: Continuum data and source catalog release
- A semi-empirical simulation of the extragalactic radio continuum sky for next generation radio telescopes
- The Evolving Luminosity Function of Red Galaxies
- The VLA-COSMOS Survey: II. Source Catalog of the Large Project
- GLEAM: The GaLactic and Extragalactic All-sky MWA survey
- X-CIGALE: fitting AGN/galaxy SEDs from X-ray to infrared
- Radio galaxies and feedback from AGN jets
- How to measure galaxy star-formation histories I: Parametric models
- The LOFAR Two Meter Sky Survey: Deep Fields, I -- Direction-dependent calibration and imaging
- An Atlas of Galaxy Spectral Energy Distributions from the Ultraviolet to the Mid-Infrared
- The LoTSS view of radio AGN in the local Universe. The most massive galaxies are always switched on
- The wide-field, multiplexed, spectroscopic facility WEAVE: Survey design, overview, and simulated implementation
- The Spitzer Deep, Wide-Field Survey
- VLA-COSMOS 3GHz Large Project: The infrared-radio correlation of star-forming galaxies and AGN to
- Radio imaging of the Subaru/XMM-Newton Deep Field - I. The 100-microJy catalogue, optical identifications, and the nature of the faint radio source population
- The VLA-COSMOS 3 GHz Large Project: Multiwavelength counterparts and the composition of the faint radio population
- The faint radio sky: radio astronomy becomes mainstream
- The Rapid ASKAP Continuum Survey Paper II: First Stokes I Source Catalogue Data Release
- Red Galaxy Growth and the Halo Occupation Distribution
- LOFAR/H-ATLAS: The low-frequency radio luminosity - star-formation rate relation
- The VLA-COSMOS 3~GHz Large Project: AGN and host-galaxy properties out to z6
- AGES: The AGN and Galaxy Evolution Survey
- The Art of Measuring Physical Parameters in Galaxies: A Critical Assessment of Spectral Energy Distribution Fitting Techniques
- The Spitzer Extragalactic Representative Volume Survey (SERVS): survey definition and goals
- Prevalence of radio jets associated with galactic outflows and feedback from quasars
- The VLA-COSMOS 3 GHz Large Project: The cosmic star formation history since z~5
- The LOFAR Two-metre Sky Survey (LoTSS) III. First Data Release: optical/IR identifications and value-added catalogue
- Spectroscopic Confirmation of Two Massive Red-Sequence-Selected Galaxy Clusters at z ~ 1.2 in the SpARCS-North Cluster Survey
- The LOFAR window on star-forming galaxies and AGN - curved radio SEDs and IR-radio correlation at
- Herschel-ATLAS: Multi-wavelength SEDs and physical properties of 250 micron-selected galaxies at z < 0.5
- Main sequence of star forming galaxies beyond the Herschel confusion limit
- The Deep SWIRE Field I. 20cm Continuum Radio Observations: A Crowded Sky
- The VLA-COSMOS 3~GHz Large Project: Cosmic evolution of radio AGN and implications for radio-mode feedback since z~5
- The Tiered Radio Extragalactic Continuum Simulation (T-RECS)
- HELP: XID+, The Probabilistic De-blender for Herschel SPIRE maps
- AGNfitter: A Bayesian MCMC approach to fitting spectral energy distributions of AGN
- Should we believe the results of UV-mm galaxy SED modelling?
- The cosmic evolution of radio-AGN feedback to z=1
- The LOFAR Two Metre Sky Survey: Deep Fields Data Release 1 -- III. Host-galaxy identifications and value added catalogues
- HELP: modelling the spectral energy distributions of Herschel detected galaxies in the ELAIS N1 field
- The WISE properties of complete samples of radio-loud AGN
- Radio Continuum Surveys with Square Kilometre Array Pathfinders
- Hot dust in Panchromatic SED Fitting: Identification of AGN and improved galaxy properties
- The LOFAR Two-metre Sky Survey Deep fields: The star formation rate - radio luminosity relation at low frequencies
- The Lockman Hole project: LOFAR observations and spectral index properties of low-frequency radio sources
- HELP: The Herschel Extragalactic Legacy Project
- High-resolution VLA Imaging of SDSS Stripe 82 at 1.4 GHz
- RCSLenS: The Red Cluster Sequence Lensing Survey
- Search and modelling of remnant radio galaxies in the LOFAR Lockman Hole field
- GAMA/WiggleZ: The 1.4GHz radio luminosity functions of high- and low-excitation radio galaxies and their redshift evolution to z=0.75
- Sub-arcsecond imaging with the International LOFAR Telescope I. Foundational calibration strategy and pipeline
- Initial LOFAR observations of Epoch of Reionization windows: II. Diffuse polarized emission in the ELAIS-N1 field
- The LOFAR Two-metre Sky Survey IV. First Data Release: Photometric redshifts and rest-frame magnitudes
- Cold dust and stellar emissions in dust-rich galaxies observed with ALMA: a challenge for SED-fitting techniques
- The Radio/Optical Catalog of the SSA13 Field
- The Lockman Hole Project: new constraints on the sub-mJy source counts from a wide-area 1.4 GHz mosaic
- SKA Weak Lensing I: Cosmological Forecasts and the Power of Radio-Optical Cross-Correlations
- Calibration of ultraviolet, mid-infrared and radio star formation rate indicators
- LOFAR-Boötes: Properties of high- and low-excitation radio galaxies at
- LoTSS/HETDEX: Optical quasars I. Low-frequency radio properties of optically selected quasars
- Accretion mode versus radio morphology in the LOFAR Deep Fields
- The life cycle of radio galaxies in the LOFAR Lockman Hole field
- The radio loudness of SDSS quasars from the LOFAR Two-metre Sky Survey: ubiquitous jet activity and constraints on star formation
- Cosmological Measurements with Forthcoming Radio Continuum Surveys
- A new infrared color criterion for the selection of 0<z<7 AGN: application to deep fields and implications for JWST surveys
- The LBT Bootes Field Survey: I. The Rest-frame UV and Luminosity Functions and Clustering of Bright Lyman Break Galaxies at z~3
- Magnetic fields and relativistic electrons fill entire galaxy cluster
- Cosmic evolution of low-excitation radio galaxies in the LOFAR Two-meter Sky Survey Deep Fields
- MIGHTEE: the nature of the radio-loud AGN population
- Deep JVLA Imaging of GOODS-N at 20cm
- Deep sub-arcsecond widefield imaging of the Lockman Hole field at 144 MHz
- SKA Weak Lensing II: Simulated Performance and Survey Design Considerations
- The multiplicity of 250-m Herschel sources in the COSMOS field
- zBootes : z-band Photometry in the NOAO Deep Wide-Field Survey Bootes Field
- A LOFAR-IRAS cross-match study: the far-infrared radio correlation and the 150-MHz luminosity as a star-formation rate
- The Chandra Deep Wide-Field Survey: A New Chandra Legacy Survey in the Boötes Field I. X-ray Point Source Catalog, Number Counts and Multi-Wavelength Counterparts
- Resolving a dusty, star-forming SHiZELS galaxy at z=2.2 with HST, ALMA and SINFONI on kiloparsec scales
- The Spectral Energy Distributions of Active Galactic Nuclei
- The Spectral Energy Distributions of Active Galactic Nuclei
- MIGHTEE: Deep 1.4 GHz Source Counts and the Sky Temperature Contribution of Star Forming Galaxies and Active Galactic Nuclei
- The best of both worlds: Combining LOFAR and Apertif to derive resolved radio spectral index images
- One- and Two-point Source Statistics from the LOFAR Two-metre Sky Survey First Data Release
- The bright end of the infrared luminosity functions and the abundance of hyperluminous infrared galaxies
- The XXL Survey: XXIX. GMRT 610 MHz continuum observations
- The LOFAR Two-metre Sky Survey Deep fields: A new analysis of low-frequency radio luminosity as a star-formation tracer in the Lockman Hole region
- Tracing star formation with non-thermal radio emission
- AGN and star formation across cosmic time
- The VLA Frontier Fields Survey: Deep, High-resolution Radio Imaging of the MACS Lensing Clusters at 3 and 6 GHz
Cited by in corpus (44)
- The wide-field, multiplexed, spectroscopic facility WEAVE: Survey design, overview, and simulated implementation
- The LOFAR Two-metre Sky Survey: the radio view of the cosmic star formation history
- Value Added Catalog of physical properties of more than 1.3 million galaxies from the DESI Survey
- Cosmic evolution of radio-AGN feedback: confronting models with data
- Another piece to the puzzle: radio detection of a JWST detected AGN candidate
- The LOFAR-eFEDS survey: The incidence of radio and X-ray AGN and the disk-jet connection
- Radio spectral properties of star-forming galaxies between 150-5000MHz in the ELAIS-N1 field
- Ubiquitous radio emission in quasars: predominant AGN origin and a connection to jets, dust and winds
- JWST's PEARLS: resolved study of the stellar and dust components in starburst galaxies at cosmic noon
- A novel Bayesian approach for decomposing the radio emission of quasars: I. Modelling the radio excess in red quasars
- The LOFAR Two Metre Sky Survey Data Release 2: Probabilistic Spectral Source Classifications and Faint Radio Source Demographics
- The LOFAR Two-metre Sky Survey: Deep Fields Data Release 2. I. The ELAIS-N1 field
- Cosmology from LOFAR Two-metre Sky Survey Data Release 2: Cross-correlation with the cosmic microwave background
- The Host Galaxies of Radio AGN: New Views from Combining LoTSS and MaNGA Observations
- Cosmic evolution of radio-excess AGNs in quiescent and star-forming galaxies across
- How does the radio enhancement of broad absorption line quasars relate to colour and accretion rate?
- Cosmic mysteries and the hydrogen 21-cm line: bridging the gap with lunar observations
- Selection of powerful radio galaxies with machine learning
- Prospects for Observing High-redshift Radio-loud Quasars in the SKA Era: Paving the Way for 21-cm Forest Observations
- 1-arcsecond imaging of ELAIS-N1 field at 144MHz using the LoTSS survey with international LOFAR telescope
- Global Preventive Feedback of Powerful Radio Jets on Galaxy Formation
- A multi-band AGN-SFG classifier for extragalactic radio surveys using machine learning
- Matching LOFAR sources across radio bands
- Plausible association of distant late M dwarfs with low-frequency radio emission
- Beyond Traditional Diagnostics: Identifying Active Galactic Nuclei with Spectral Energy Distribution Fitting in DESI Data
- The global energetics of radio AGN kinetic feedback in the local universe
- Robust direction-dependent gain-calibration of beam-modelling errors far from the target field
- Core prominence as a signature of restarted jet activity in the LOFAR radio-galaxy population
- Star formation history of mass-selected galaxies in the ELAIS-N1 Field
- Pulsar B1237+25 Aberration/Retardation Analysis from Decimeter to Decameter Wavelength: Challenge to "Radius-to-Frequency Mapping"
- SEMPER I. Radio Predictions for Star-Forming Galaxies at
- Exploring the X-ray-radio connection for AGN via measurements of the multi-dimensional luminosity function
- A Spatially Resolved Evolutionary Sequence of Multi-wavelength AGN Host Galaxies
- Identifying Radio Active Galactic Nuclei with Machine Learning and Large-Area Surveys
- MIGHTEE: The dark matter haloes, duty cycle and mechanical feedback from radio-AGN up to
- Spectral Energy Distribution Modeling of Broad Emission Line Quasars: From X-ray to Radio Wavelengths
- Finding LoTSS of hosts for GRBs: a search for galaxy - gamma-ray burst coincidences at low frequencies with LOFAR
- Radio Galaxies in SIMBA: A MIGHTEE Comparison
- Spectral indices in active galactic nuclei as seen by Apertif and LOFAR
- Prospects for radio weak lensing: studies using LOFAR observations in the ELAIS-N1 field
- Unified models revisited I: modelling the effect of source geometry on radio galaxy/quasar unification
- The Optical Properties of Host Galaxies of Radio Sources in the Coma Cluster
- Cosmology from LOFAR Two-metre Sky Survey Data Release 2: Counts-in-Cells Statistics
- Low-frequency-selected Fast Radio Burst Host Galaxy Candidates