Statistics of Stellar Variability from Kepler - I: Revisiting Quarter 1 with an Astrophysically Robust Systematics Correction
arXiv:1111.5580 · doi:10.1051/0004-6361/201016148
Abstract
We investigate the variability properties of main sequence stars in the first month of Kepler data, using a new astrophysically robust systematics correction, and find that 60% of stars are more variable then the active Sun. We define low and high variability samples, with a cut corresponding to twice the variability level of the active Sun, and compare the properties of the stars belonging to each sample. We show tentative evidence that the more active stars have lower proper motions and may be located closer to the galactic plane. We also investigate the frequency content of the variability, finding clear evidence for periodic or quasi-periodic behaviour in 16% of stars, and showing that there exist significant differences in the nature of variability between spectral types. Of the periodic objects, most A and F stars have short periods (< 2 days) and highly sinusoidal variability, suggestive of pulsations, whilst G, K and M stars tend to have longer periods (> 5 days, with a trend towards longer periods at later spectral types) and show a mixture of periodic and stochastic variability, indicative of activity. Finally, we use auto-regressive models to characterise the stochastic component of the variability, and show that its typical amplitude and time-scale both increase towards later spectral types, which we interpret as a corresponding increase in the characteristic size and life-time of active regions.
Accepted A&A, 13 pages, 13 figures, 4 tables
References in corpus (8)
- Characteristics of planetary candidates observed by Kepler, II: Analysis of the first four months of data
- Kepler Input Catalog: Photometric Calibration and Stellar Classification
- Kepler Eclipsing Binary Stars. II. 2165 Eclipsing Binaries in the Second Data Release
- Kepler Mission Stellar and Instrument Noise Properties
- Stellar activity of planetary host star HD 189733
- Intrinsic photometric characterisation of stellar oscillations and granulation. Solar reference values and CoRoT response functions
- The Monitor project: Rotation of low-mass stars in the open cluster M34
- Verification of the Kepler Input Catalog from Asteroseismology of Solar-type Stars
Cited by in corpus (43)
- Understanding the Lomb-Scargle Periodogram
- Rotation Periods of 34,030 Kepler Main-Sequence Stars: The Full Autocorrelation Sample
- Measuring the rotation period distribution of field M-dwarfs with Kepler
- Rotation and differential rotation of active Kepler stars
- A First Catalog of Variable Stars Measured by the Asteroid Terrestrial-impact Last Alert System (ATLAS)
- Water Vapor in the Spectrum of the Extrasolar Planet HD 189733b: 1. the Transit
- The Deep Blue Color of HD189733b: Albedo Measurements with Hubble Space Telescope/Space Telescope Imaging Spectrograph at Visible Wavelengths
- Photometric Variability in Kepler Target Stars. III. Comparison with the Sun on Different Timescales
- A comparison of period finding algorithms
- Are solar brightness variations faculae- or spot-dominated?
- K2 Variable Catalogue: Variable Stars and Eclipsing Binaries in K2 Campaigns 1 and 0
- Modelling the photosphere of active stars for planet detection and characterization
- Kepler Mission Stellar and Instrument Noise Properties Revisited
- Fluctuations and Flares in the Ultraviolet Line Emission of Cool Stars: Implications for Exoplanet Transit Observations
- The Solar System as an Exoplanetary System
- Machine learning search for variable stars
- Sounding stellar cycles with Kepler - II. Ground-based observations
- Shallow Transits - Deep Learning I: Feasibility Study of Deep Learning to Detect Periodic Transits of Exoplanets
- Radial Velocity Variations of Photometrically Quiet, Chromospherically Inactive Kepler Stars: A Link Between RV Jitter and Photometric Flicker
- Planet Hunters: Assessing the Kepler Inventory of Short Period Planets
- Astrophysically robust systematics removal using variational inference: application to the first month of Kepler data
- Transmission spectroscopy of HAT-P-32b with the LBT: confirmation of clouds/hazes in the planetary atmosphere
- The role of the Fraunhofer lines in solar brightness variability
- The detectability of habitable exomoons with Kepler
- Geosynchronous Microlens Parallaxes
- Spectral variability of photospheric radiation due to faculae I: The Sun and Sun-like stars
- Mitigating flicker noise in high-precision photometry. I -- Characterization of the noise structure, impact on the inferred transit parameters, and predictions for CHEOPS observations
- Activity Analyses for Solar-type Stars Observed with Kepler. II. Magnetic Feature Versus Flare Activity
- Stellar activity as noise in exoplanet detection I. Methods and application to solar-like stars and activity cycles
- Oscillator models of the solar cycle: Towards the development of inversion methods
- A Bayesian method for detecting stellar flares
- The CARMENES search for exoplanets around M dwarfs: Spectroscopic orbits of nine M-dwarf multiple systems, including two triples, two brown dwarf candidates, and one close M-dwarf-white dwarf binary
- A spectroscopic test of the rotational modulation origin of periodic \emph{Kepler} photometric variability of A-type stars
- On the Stellar Companion to the Exoplanet Hosting Star 30 Arietis B
- Glimpses of stellar surfaces. I. Spot evolution and differential rotation of the planet host star Kepler-210
- Directed follow-up strategy of low-cadence photometric surveys in Search of Transiting Exoplanets - II. application to Gaia
- A sub-Neptune planet around TOI-1695 discovered and characterized with SPIRou and TESS
- Variability of Kepler Solar-Like Stars Harboring Small Exoplanets
- The Berlin Exoplanet Search Telescope II. Catalog of Variable Stars. I. Characterization of Three Southern Target Fields
- Contemporaneous Observations of Luminosities and Photometric Amplitudes for M Dwarfs
- The EB Factory Project. II. Validation with the Kepler Field in Preparation for K2 and TESS
- Catalog of Integrated-Light Star Cluster Light Curves in TESS
- Revisiting BD-06 1339b: A Likely False Positive Caused by Stellar Activity