A Kepler Study of Starspot Lifetimes with Respect to Light Curve Amplitude and Spectral Type
arXiv:1707.08583 · doi:10.1093/mnras/stx1931
Abstract
Wide-field high precision photometric surveys such as Kepler have produced reams of data suitable for investigating stellar magnetic activity of cooler stars. Starspot activity produces quasi-sinusoidal light curves whose phase and amplitude vary as active regions grow and decay over time. Here we investigate, firstly, whether there is a correlation between the size of starspots - assumed to be related to the amplitude of the sinusoid - and their decay timescale and, secondly, whether any such correlation depends on the stellar effective temperature. To determine this, we computed the autocorrelation functions of the light curves of samples of stars from Kepler and fitted them with apodised periodic functions. The light curve amplitudes, representing spot size were measured from the root-mean-squared scatter of the normalised light curves. We used a Monte Carlo Markov Chain to measure the periods and decay timescales of the light curves. The results show a correlation between the decay time of starspots and their inferred size. The decay time also depends strongly on the temperature of the star. Cooler stars have spots that last much longer, in particular for stars with longer rotational periods. This is consistent with current theories of diffusive mechanisms causing starspot decay. We also find that the Sun is not unusually quiet for its spectral type - stars with solar-type rotation periods and temperatures tend to have (comparatively) smaller starspots than stars with mid-G or later spectral types.
arXiv commentAccepted for publication in MNRAS, 11 pages, 8 figures
References in corpus (53)
- Intrinsic Colors, Temperatures, and Bolometric Corrections of Pre-Main Sequence Stars
- Kepler Mission Design, Realized Photometric Performance, and Early Science
- Planet Occurrence within 0.25 AU of Solar-type Stars from Kepler
- The NASA Exoplanet Archive: Data and Tools for Exoplanet Research
- Prevalence of Earth-size planets orbiting Sun-like stars
- No planet for HD 166435
- Rotation Periods of 34,030 Kepler Main-Sequence Stars: The Full Autocorrelation Sample
- Overview of the Kepler Science Processing Pipeline
- Planets and Stellar Activity: Hide and Seek in the CoRoT-7 system
- Chromospheric Activity and Jitter Measurements for 2630 Stars on the California Planet Search
- The 3.6-8.0 Micron Broadband Emission Spectrum of HD 209458b: Evidence for an Atmospheric Temperature Inversion
- Measuring the rotation period distribution of field M-dwarfs with Kepler
- A Gaussian process framework for modelling stellar activity signals in radial velocity data
- Rotation and differential rotation of active Kepler stars
- Terrestrial Planet Occurrence Rates for the Kepler GK Dwarf Sample
- Stellar Activity Masquerading as Planets in the Habitable Zone of the M dwarf Gliese 581
- The Broadband Infrared Emission Spectrum of the Exoplanet HD 189733b
- SOPHIE velocimetry of Kepler transit candidates XVII. The physical properties of giant exoplanets within 400 days of period
- A Detailed Model Grid for Solid Planets from 0.1 through 100 Earth Masses
- Kepler Mission Stellar and Instrument Noise Properties
- Hubble Space Telescope times-series photometry of the planetary transit of HD189733: no moon, no rings, starspots
- TW Hydrae: evidence of stellar spots instead of a Hot Jupiter
- Patterns of photometric and chromospheric variation among Sun-like stars: A 20-year perspective
- The Sun as a planet-host star: Proxies from SDO images for HARPS radial-velocity variations
- Testing the recovery of stellar rotation signals from Kepler light curves using a blind hare-and-hounds exercise
- Characterizing the Variability of Stars with Early-Release Kepler Data
- Making Sense of Sunspot Decay I: Parabolic Decay Law and Gnevyshev-Waldmeier Relation
- An observational correlation between stellar brightness variations and surface gravity
- Solar activity during the Holocene: the Hallstatt cycle and its consequence for grand minima and maxim
- Sun-as-a-Star Spectrum Variations 1974-2006
- Photometric Variability in Kepler Target Stars. III. Comparison with the Sun on Different Timescales
- Radial-Velocity Fitting Challenge. II. First results of the analysis of the data set
- Stellar activity mimics a habitable-zone planet around Kapteyn's star
- Kepler-21b: A rocky planet around a V = 8.25 magnitude star
- On the Frequency of Potential Venus Analogs from Kepler Data
- Differential rotation in K, G, F and A stars
- Transits and Occultations
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- Revisiting the transits of CoRoT-7b at a lower activity level
- Radial Velocity Fitting Challenge. I. Simulating the data set including realistic stellar radial-velocity signals
- Turbulent Erosion of Magnetic Flux Tubes
- Towards Understanding Stellar Radial Velocity Jitter as a Function of Wavelength: The Sun as a Proxy
- On Sunspot and Starspot Lifetimes
- No evidence of the planet orbiting the extremely metal-poor extragalactic star HIP13044
- The GTC exoplanet transit spectroscopy survey. VI. A spectrally-resolved Rayleigh scattering slope in GJ 3470b
- Gaussian Process Modelling of Asteroseismic Data
- Stellar Activity and Exclusion of the Outer Planet in the HD 99492 System
- Correlation of Spectral Solar Irradiance with solar activity as measured by VIRGO
- A vigorous activity cycle mimicking a planetary system in HD200466
- The chaotic solar cycle II. Analysis of cosmogenic 10Be data
- Making Sense of Sunspot Decay II: Deviations from the Mean Law and Plage Effects
- Can stellar activity make a planet seem misaligned?
- Modeling sunspot and starspot decay by turbulent erosion
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