Variability, periodicity and contact binaries in WISE
arXiv:2012.04690 · doi:10.1093/mnras/stab592
Abstract
The time-series component of WISE is a valuable resource for the study of variable objects. We present an analysis of an all-sky sample of ~450,000 AllWISE+NEOWISE infrared light curves of likely variables identified in AllWISE. By computing periodograms of all these sources, we identify ~56,000 periodic variables. Of these, ~42,000 are short-period (P<1 day), near-contact or contact eclipsing binaries, many of which are on the main sequence. We use the periodic and aperiodic variables to test computationally inexpensive methods of periodic variable classification and identification, utilizing various measures of the probability distribution function of fluxes and of timescales of variability. The combination of variability measures from our periodogram and non-parametric analyses with infrared colors from WISE and absolute magnitudes, colors and variability amplitude from Gaia is useful for the identification and classification of periodic variables. Furthermore, we show that the effectiveness of non-parametric methods for the identification of periodic variables is comparable to that of the periodogram but at a much lower computational cost. Future surveys can utilize these methods to accelerate more traditional time-series analyses and to identify evolving sources missed by periodogram-based selections.
arXiv comment23 pages, 15 figures. Accepted for Publication in MNRAS. The full catalog of WISE variables, periodic variables, and binaries is available at https://zakamska.johnshopkins.edu/data.htm
References in corpus (97)
- Astropy: A Community Python Package for Astronomy
- emcee: The MCMC Hammer
- GW170817: Observation of Gravitational Waves from a Binary Neutron Star Inspiral
- Gaia Data Release 2. Summary of the contents and survey properties
- The Wide-field Infrared Survey Explorer (WISE): Mission Description and Initial On-orbit Performance
- The Astropy Project: Building an inclusive, open-science project and status of the v2.0 core package
- The Gaia mission
- PARSEC: stellar tracks and isochrones with the PAdova and TRieste Stellar Evolution Code
- The Transiting Exoplanet Survey Satellite
- LSST: from Science Drivers to Reference Design and Anticipated Data Products
- The Zwicky Transient Facility: System Overview, Performance, and First Results
- The Man Behind the Curtain: X-rays Drive the UV through NIR Variability in the 2013 AGN Outburst in NGC 2617
- A 3% Solution: Determination of the Hubble Constant with the Hubble Space Telescope and Wide Field Camera 3
- A large stellar evolution database for population synthesis studies. I. Scaled solar models and isochrones
- Shrinking binary and planetary orbits by Kozai cycles with tidal friction
- Stellar Multiplicity
- First Results from the Catalina Real-time Transient Survey
- Understanding the Lomb-Scargle Periodogram
- Mind your Ps and Qs: the Interrelation between Period (P) and Mass-ratio (Q) Distributions of Binary Stars
- Kepler Mission Design, Realized Photometric Performance, and Early Science
- The All-Sky Automated Survey for Supernovae (ASAS-SN) Light Curve Server v1.0
- Common Envelope Evolution: Where we stand and how we can move forward
- The Electromagnetic Counterpart of the Binary Neutron Star Merger LIGO/VIRGO GW170817. II. UV, Optical, and Near-IR Light Curves and Comparison to Kilonova Models
- Observational clues to the progenitors of Type-Ia supernovae
- The first gravitational-wave source from the isolated evolution of two 40-100 Msun stars
- A kilonova as the electromagnetic counterpart to a gravitational-wave source
- Preliminary Results from NEOWISE: An Enhancement to the Wide-field Infrared Survey Explorer for Solar System Science
- Initial Performance of the NEOWISE Reactivation Mission
- Gaia Data Release 2: Photometric content and validation
- Kepler-16: A Transiting Circumbinary Planet
- Gaia Data Release 2: Catalogue validation
- The Evolution of Cataclysmic Variables as Revealed by their Donor Stars
- Timing Measurements of the Relativistic Binary Pulsar PSR B1913+16
- The Evolution of Compact Binary Star Systems
- V1309 Scorpii: merger of a contact binary
- The Catalina Surveys Periodic Variable Star Catalog
- Kepler Eclipsing Binary Stars. VII. The Catalog of Eclipsing Binaries Found in the Entire Kepler Data-Set
- The ASAS-SN Catalog of Variable Stars I: The Serendipitous Survey
- Gaia Data Release 1: Catalogue validation
- Quasar feedback and the origin of radio emission in radio-quiet quasars
- On Machine-Learned Classification of Variable Stars with Sparse and Noisy Time-Series Data
- Probing the Outer Galactic halo with RR Lyrae from the Catalina Surveys
- A Comprehensive Study of the Kepler Triples via Eclipse Timing
- Physics of Eclipsing Binaries. V. General Framework for Solving the Inverse Problem
- Automated supervised classification of variable stars I. Methodology
- The ASAS-SN Catalog of Variable Stars II: Uniform Classification of 412,000 Known Variables
- Eclipsing binaries in ASAS catalog
- Random forest automated supervised classification of Hipparcos periodic variable stars
- The ASAS-SN Catalog of Variable Stars III: Variables in the Southern TESS Continuous Viewing Zone
- {\em Gaia}-derived luminosities of {\em Kepler} A/F stars and the pulsator fraction across the δ Scuti instability strip
- Gaia Data Release 2. Cross-match with external catalogues - Algorithms and results
- An all-sky Support Vector Machine selection of WISE YSO Candidates
- Deep MMT Transit Survey of the Open Cluster M37 II: Variable Stars
- Gaia Data Release 2: Variable stars in the colour-absolute magnitude diagram
- Exploring the Variable Sky with LINEAR. III. Classification of Periodic Light Curves
- The ELM Survey. VII. Orbital Properties of Low Mass White Dwarf Binaries
- Hot Jupiters are Destroyed by Tides While Their Host Stars are on the Main Sequence
- Discovery of 9,000 new RR Lyrae in the Southern Catalina Surveys
- Variable Stars: which Nyquist Frequency ?
- Wide-field Infrared Survey Explorer (WISE) Catalog of Periodic Variable Stars
- A comparison of period finding algorithms
- Analysis of RR Lyrae Stars in the Northern Sky Variability Survey
- Construction of a Calibrated Probabilistic Classification Catalog: Application to 50k Variable Sources in the All-Sky Automated Survey
- Short period eclipsing binary candidates identified using SuperWASP
- The short period end of the contact binary period distribution based on the All Sky Automated Survey (ASAS)
- Looks can be deceiving: underestimating the age of single white dwarfs due to binary mergers
- Gaia Data Release 2: The first Gaia catalogue of long-period variable candidates
- A ~4.6 h quasi-periodic oscillation in the BL Lacertae PKS 2155-304?
- The Binary Second Sequence in Cluster Colour--Magnitude Diagrams
- A Package for the Automated Classification of Periodic Variable Stars
- Two new catalogs of blazar candidates in the WISE infrared sky
- Luminosity function of contact binaries based on the ASAS survey
- The meaning of WISE colours - I. The Galaxy and its satellites
- Gaia Data Release 2: Summary of the variability processing & analysis results
- Convection and Differential Rotation Properties of G & K Stars Computed with the ASH Code
- A Simple Calculation in Service of Constraining the Rate of FU Orionis Outburst Events from Photometric Monitoring Surveys
- Ultra-short Period Binaries from the Catalina Surveys
- Characterization of High Proper Motion Objects from the Wide-field Infrared Survey Explorer
- Periodic Optical Variability of Radio Detected Ultracool Dwarfs
- Periodic long-term X-ray and radio variability of Cygnus X-1
- Automated Classification of Periodic Variable Stars detected by the Wide-field Infrared Survey Explorer
- Discovery of a Magnetic White Dwarf/Probable Brown Dwarf Short-Period Binary
- Gaia Data Release 2: All-sky classification of high-amplitude pulsating stars
- A Preliminary Calibration of the RR Lyrae Period-Luminosity Relation at Mid-Infrared Wavelengths: WISE Data
- Significance Tests for Periodogram Peaks
- Automated classification of Hipparcos unsolved variables
- Automated supervised classification of variable stars II. Application to the OGLE database
- Lifetime of short-period binaries measured from their Galactic kinematics
- New Near-Infrared light-curve templates for RR Lyrae variables
- Simulated Performance of Timescale Metrics for Aperiodic Light Curves
- Supervised Ensemble Classification of Kepler Variable Stars
- Very wide companion fraction from Gaia DR2: a weak or no enhancement for hot jupiter hosts, and a strong enhancement for contact binaries
- On the variation of light curve parameters of RR Lyrae variables at multiple wavelengths
- Gaia Data Release 2. Short-timescale variability processing and analysis
- Weighted statistical parameters for irregularly sampled time series
- Gaia Data Release 2: Validation of the classification of RR Lyrae and Cepheid variables with the Kepler and K2 missions
- Multivariate Time-series Analysis of Variable Objects in the Gaia Mission
Cited by in corpus (14)
- Quantifying Variability of YSOs in the Mid-IR Over Six Years with NEOWISE
- Binary Stars in the New Millennium
- Eclipse timing the Milky Way's gravitational potential
- Gaia Data Release 3: spectroscopic binary-star orbital solutions. The SB1 processing chain
- The Value-Added Catalog of ASAS-SN Eclipsing Binaries: Parameters of Thirty Thousand Detached Systems
- Gaia Spectroscopic Orbits Validated with LAMOST and GALAH Radial Velocities
- CoBiToM Project -- II: Evolution of contact binary systems close to the orbital period cut-off
- The mystery in Gaia DR3 triples: occurrence rates, orientations, and eccentricities of wide tertiaries around close binaries
- A WISE view on extreme AGB stars
- Enhancement of Double-Close-Binary Quadruples
- The Value-Added Catalog of ASAS-SN Eclipsing Binaries III: Masses and Radii of Gaia Spectroscopic Binaries
- The Value-Added Catalog of ASAS-SN Eclipsing Binaries II: Properties of Extra-Physics Systems
- CSS1603+19: a low-mass polar near the cataclysmic variable period minimum
- A Multiband Catalog of Infrared-Excess Sources in the Vela-Carina Region: VVVX, DECaPS, and GLIMPSE