Radio Galaxy Zoo: host galaxies and radio morphologies derived from visual inspection
arXiv:1507.07272 · doi:10.1093/mnras/stv1688
Abstract
We present results from the first twelve months of operation of Radio Galaxy Zoo, which upon completion will enable visual inspection of over 170,000 radio sources to determine the host galaxy of the radio emission and the radio morphology. Radio Galaxy Zoo uses GHz radio images from both the Faint Images of the Radio Sky at Twenty Centimeters (FIRST) and the Australia Telescope Large Area Survey (ATLAS) in combination with mid-infrared images at m from the {\it Wide-field Infrared Survey Explorer} (WISE) and at m from the {\it Spitzer Space Telescope}. We present the early analysis of the WISE mid-infrared colours of the host galaxies. For images in which there is consensus among the Radio Galaxy Zoo cross-identifications, the project participants are as effective as the science experts at identifying the host galaxies. The majority of the identified host galaxies reside in the mid-infrared colour space dominated by elliptical galaxies, quasi-stellar objects (QSOs), and luminous infrared radio galaxies (LIRGs). We also find a distinct population of Radio Galaxy Zoo host galaxies residing in a redder mid-infrared colour space consisting of star-forming galaxies and/or dust-enhanced non star-forming galaxies consistent with a scenario of merger-driven active galactic nuclei (AGN) formation. The completion of the full Radio Galaxy Zoo project will measure the relative populations of these hosts as a function of radio morphology and power while providing an avenue for the identification of rare and extreme radio structures. Currently, we are investigating candidates for radio galaxies with extreme morphologies, such as giant radio galaxies, late-type host galaxies with extended radio emission, and hybrid morphology radio sources.
arXiv commentAccepted to MNRAS, 17 pages, 13 figures, 1 table. Higher resolution figures available with MNRAS publication or contact author
References in corpus (43)
- The Wide-field Infrared Survey Explorer (WISE): Mission Description and Initial On-orbit Performance
- The Eleventh and Twelfth Data Releases of the Sloan Digital Sky Survey: Final Data from SDSS-III
- Galaxy Zoo : Morphologies derived from visual inspection of galaxies from the Sloan Digital Sky Survey
- The Tenth Data Release of the Sloan Digital Sky Survey: First Spectroscopic Data from the SDSS-III Apache Point Observatory Galactic Evolution Experiment
- Mid-Infrared Selection of AGN with the Wide-Field Infrared Survey Explorer. I. Characterizing WISE-Selected AGN in COSMOS
- SWIRE: The SIRTF Wide-area InfraRed Extragalactic Survey
- Obscured and unobscured active galactic nuclei in the Spitzer Space Telescope First Look Survey
- Galaxy Zoo 2: detailed morphological classifications for 304,122 galaxies from the Sloan Digital Sky Survey
- Galaxy Zoo Green Peas: Discovery of A Class of Compact Extremely Star-Forming Galaxies
- Quasars, their host galaxies, and their central black holes
- EMU: Evolutionary Map of the Universe
- Radio sources in the 6dFGS: Local luminosity functions at 1.4 GHz for star-forming galaxies and radio-loud AGN
- Using the Bright Ultra-Hard XMM-Newton Survey to define an IR selection of luminous AGN based on WISE colours
- Galaxy Zoo : 'Hanny's Voorwerp', a quasar light echo?
- Science With The Australian Square Kilometre Array Pathfinder
- Resolving the Radio Source Background: Deeper Understanding Through Confusion
- Deep ATLAS radio observations of the CDFS-SWIRE field
- Mid-Infrared Properties of Nearby Luminous Infrared Galaxies I: Spitzer IRS Spectra for the GOALS Sample
- The Star Formation History of the Universe as Revealed by Deep Radio Observations
- A Unified Catalog of Radio Objects Detected by NVSS, FIRST, WENSS, GB6, and SDSS
- Spitzer Mid-Infrared Spectroscopy of Infrared Luminous Galaxies at z~2 II: Diagnostics
- The Deep SWIRE Field I. 20cm Continuum Radio Observations: A Crowded Sky
- The duty cycle of local radio galaxies
- The local radio-galaxy population at 20 GHz
- The relation between morphology, accretion modes and environmental factors in local radio AGN
- The WISE properties of complete samples of radio-loud AGN
- The History and Environment of a Faded Quasar: Hubble Space Telescope observations of Hanny's Voorwerp and IC 2497
- Discovery of a spiral-host episodic radio-galaxy
- Optical Counterparts for 70,000 Radio Sources: APM Identifications for the FIRST Radio Survey
- The dust un-biased cosmic star formation history from the 20 cm VLA-COSMOS survey
- Morphological Annotations for Groups in the FIRST Database
- On the Populations of Radio Galaxies with Extended Morphology at z<0.3
- Mega parsec relativistic jets launched from an accreting supermassive blackhole in an extreme spiral galaxy
- PKS 1814-637: a powerful radio-loud AGN in a disk galaxy
- LOFAR and APERTIF surveys of the radio sky: probing shocks and magnetic fields in galaxy clusters
- The Australia Telescope Large Area Survey: Spectroscopic Catalogue and Radio Luminosity Functions
- Nature and evolution of powerful radio galaxies and their link with the quasar luminosity function
- The CoNFIG Catalogue - II. Comparison of Space Densities in the FR Dichotomy
- J1649+2635: A Grand-Design Spiral with a Large Double-Lobed Radio Source
- The dust masses of powerful radio galaxies: clues to the triggering of their activity
- Radio continuum properties of luminous infrared galaxies. Identifying the presence of an AGN in the radio
- Comparing Pattern Recognition Feature Sets for Sorting Triples in the FIRST Database
- Matching Radio Catalogs with Realistic Geometry: Application to SWIRE and ATLAS
Cited by in corpus (93)
- The Rapid ASKAP Continuum Survey Paper II: First Stokes I Source Catalogue Data Release
- The LOFAR Two-metre Sky Survey (LoTSS) III. First Data Release: optical/IR identifications and value-added catalogue
- Classifying Radio Galaxies with Convolutional Neural Network
- Radio Galaxy Zoo: ClaRAN - A Deep Learning Classifier for Radio Morphologies
- Radio Galaxy Zoo: Compact and extended radio source classification with deep learning
- Differences in Faraday Rotation Between Adjacent Extragalactic Radio Sources as a Probe of Cosmic Magnetic Fields
- The LOFAR Two-Metre Sky Survey (LoTSS): VI. Optical identifications for the second data release
- High-resolution VLA observations of FR0 radio galaxies: properties and nature of compact radio sources
- The duty cycle of radio galaxies revealed by LOFAR: remnant and restarted radio source populations in the Lockman Hole
- Extragalactic Radio Continuum Surveys and the Transformation of Radio Astronomy
- The intergalactic magnetic field probed by a giant radio galaxy
- Morphological classification of radio galaxies: Capsule Networks versus Convolutional Neural Networks
- The -- relation and corona-disk-jet connection in optically selected radio-loud quasars
- Square Kilometre Array Science Data Challenge 1: analysis and results
- Cataloging the radio-sky with unsupervised machine learning: a new approach for the SKA era
- CNN Architecture Comparison for Radio Galaxy Classification
- Radio Galaxy Zoo: Machine learning for radio source host galaxy cross-identification
- Radio Galaxy Zoo: A Search for Hybrid Morphology Radio Galaxies
- Radio Galaxy Zoo: Unsupervised Clustering of Convolutionally Auto-encoded Radio-astronomical Images
- Unveiling the cause of hybrid morphology radio sources (HyMoRS)
- The FIRST Classifier: Compact and Extended Radio Galaxy Classification using Deep Convolutional Neural Networks
- Radio Galaxy Zoo: The Distortion of Radio Galaxies by Galaxy Clusters
- Unveiling the rarest morphologies of the LOFAR Two-metre Sky Survey radio source population with self-organised maps
- Delayed triggering of radio Active Galactic Nuclei in gas-rich minor mergers in the local Universe
- Fanaroff-Riley classification of radio galaxies using group-equivariant convolutional neural networks
- Transfer learning for radio galaxy classification
- Magnetic field disorder and Faraday effects on the polarization of extragalactic radio sources
- Radio sources associated with Optical Galaxies and having Unresolved or Extended morphologies (ROGUE). I. A catalog of SDSS galaxies with FIRST core identifications
- A Wide and Deep Exploration of Radio Galaxies with Subaru HSC (WERGS). II. Physical Properties derived from the SED Fitting with Optical, Infrared, and Radio Data
- Dynamics of relativistic radio jets in asymmetric environments
- Jets in radio galaxies and quasars: an observational perspective
- Radio Galaxy Zoo: Cosmological Alignment of Radio Sources
- A unique, ring-like radio source with quadrilateral structure detected with machine learning
- What sparks the radio-loud phase of nearby quasars?
- Morphological classification of compact and extended radio galaxies using convolutional neural networks and data augmentation techniques
- Decoding the giant extragalactic radio sources
- Radio Galaxy Zoo: Knowledge Transfer Using Rotationally Invariant Self-Organising Maps
- Radio Galaxy Zoo: discovery of a poor cluster through a giant wide-angle tail radio galaxy
- The GLEAM 4-Jy (G4Jy) Sample: II. Host-galaxy identification for individual sources
- The GLEAM 4-Jy (G4Jy) Sample: I. Definition and the catalogue
- A Quick Look at the 3GHz Radio Sky. II. Hunting for DRAGNs in the VLA Sky Survey
- SMILE: Search for MIlli-LEnses
- FR-type radio sources at 3 GHz VLA-COSMOS: Relation to physical properties and large-scale environment
- Foreword to the Focus Issue on Machine Learning in Astronomy and Astrophysics
- An Elusive Population of Massive Disk Galaxies Hosting Double-lobed Radio-loud AGNs
- Nowhere to Hide: Radio-faint AGN in the GOODS-N field. II. Multi-wavelength AGN selection techniques and host galaxy properties
- Radio Galaxy Zoo: Observational evidence for environment as the cause of radio source asymmetry
- A machine learning classifier for LOFAR radio galaxy cross-matching techniques
- Radio astronomical images object detection and segmentation: A benchmark on deep learning methods
- Gems of the Galaxy Zoos -- a Wide-Ranging Hubble Space Telescope Gap-Filler Program
- Quantifying Uncertainty in Deep Learning Approaches to Radio Galaxy Classification
- Radio Galaxy Zoo: New Giant Radio Galaxies in the RGZ DR1catalogue
- YOLO-CIANNA: Galaxy detection with deep learning in radio data. I. A new YOLO-inspired source detection method applied to the SKAO SDC1
- Magnetic fields in elliptical galaxies: Using the Laing-Garrington effect in radio galaxies and polarized emission from background radio sources
- Feature Guided Training and Rotational Standardisation for the Morphological Classification of Radio Galaxies
- Structured Variational Inference for Simulating Populations of Radio Galaxies
- Radio source-component association for the LOFAR Two-metre Sky Survey with region-based convolutional neural networks
- Radio Sources Segmentation and Classification with Deep Learning
- Radio Galaxy Zoo EMU: Towards a Semantic Radio Galaxy Morphology Taxonomy
- A Numerical Study of the Impact of Jet Magnetic Topology on Radio Galaxy Evolution
- Local alignments of parsec-scale AGN radiojets
- A Comparison of Deep Learning Architectures for Optical Galaxy Morphology Classification
- Identifying radio active galactic nuclei among radio-emitting galaxies
- Tracking galaxy evolution through low frequency radio continuum observations using SKA and Citizen-science Research using Multi-wavelength data
- Rotation and flipping invariant self-organizing maps with astronomical images: A cookbook and application to the VLA Sky Survey QuickLook images
- Selection of powerful radio galaxies with machine learning
- Global alignments of parsec-scale AGN radio jets and their polarization planes
- Clusters' far-reaching influence on narrow-angle tail radio galaxies
- Optimal Probabilistic Catalogue Matching for Radio Sources
- The Classification of Optical Galaxy Morphology Using Unsupervised Learning Techniques
- UNIONS Optical Identifications for VLASS Radio Sources in the Euclid Sky (UNVEIL) I. A Catalog of ~146,000 Radio Galaxies up to z~5
- A Search for Extended Radio Sources in 1.3 sr of the VLA Sky Survey (VLASS)
- Pulsar B1237+25 Aberration/Retardation Analysis from Decimeter to Decameter Wavelength: Challenge to "Radius-to-Frequency Mapping"
- Morphological Classification of Extragalactic Radio Sources Using Gradient Boosting Methods
- Morphological Classification of Radio Galaxies using Semi-Supervised Group Equivariant CNNs
- Point Proposal Network: Accelerating Point Source Detection Through Deep Learning
- Classification of Radio Sources Through Self-Supervised Learning
- A cosmological distance measure using radio-loud quasars
- Investigating the large-scale environment of wide-angle tailed radio galaxies in the local Universe
- ConvoSource: Radio-Astronomical Source-Finding with Convolutional Neural Networks
- Catalog of One-side Head-Tail Galaxies in the FIRST Survey
- A Machine Learning made Catalog of FR-II Radio Galaxies from the FIRST Survey
- E(2)-Equivariant Features in Machine Learning for Morphological Classification of Radio Galaxies
- Radio Galaxy Zoo: Using semi-supervised learning to leverage large unlabelled data-sets for radio galaxy classification under data-set shift
- Investigating AGN feedback in H-luminous galaxy clusters: first Chandra X-ray analysis of Abell 2009
- Radio Galaxy Zoo: Giant Radio Galaxy Classification using Multi-Domain Deep Learning
- Can AI Dream of Unseen Galaxies? Conditional Diffusion Model for Galaxy Morphology Augmentation
- The Application of Ridgelines in Extended Radio Source Cross-Identification
- Radio Galaxy Zoo: Morphological classification by Fanaroff-Riley designation using self-supervised pre-training
- Transformer-Based Source Detection and Morphological Classification in LOFAR Deep-Field Continuum Images
- RAD@home discovery of a bow-and-arrow radio galaxy tracing a ~560 kpc bow-shock structure in a multi-halo environment
- Weight Pruning and Uncertainty in Radio Galaxy Classification
- Discovery of 178 Giant Radio Galaxies in 1059 deg of the Rapid ASKAP Continuum Survey at 888 MHz