Main-sequence star super-flares based on entire Kepler data
arXiv:2212.10224 · doi:10.1088/1674-4527/acdc09
Abstract
We wrote and used an automated flare detection Python script to search for super-flares on main-sequence stars of types A, F, G, K, and M in Kepler's long-cadence data from Q0 to Q17. We studied the statistical properties of the occurrence rate of super-flares. For the G-type data set, we compared our results with the previous results of Okamoto et al. 2021 by splitting the data set into four rotational bands. We found similar power law indices for the flare frequency distribution. Hence, we show that inclusion of high-pass filter, sample biases, gyrochronology and completeness of flare detection is of no significance, as our results are similar to Okamoto et al. 2021. We estimated that a super-flare on G-type dwarfs of energy of erg occurs on a star once every 4360 years. We found 4637 super-flares on 1896 G-type dwarfs. Moreover, we found 321, 1125, 4538 and 5445 super-flares on 136, 522, 770 and 312 dwarfs of types A, F, K and M, respectively. We found that the occurrence rate () of super-flares versus flare energy, , shows a power-law distribution with , where 2.0 to 2.1 for the spectral types from F-type to M-type stars. In contrast, the obtained 1.3 for A-type stars suggests that the flare conditions differ from the rest spectral-type stars. We note an increase in flare incidence rate in F-type to M-type stars and a decrease in A-type to F-type stars.
arXiv commentThe final version accepted for publication in Research in Astronomy and Astrophysics (2023)
References in corpus (31)
- Understanding the Lomb-Scargle Periodogram
- Kepler Mission Design, Realized Photometric Performance, and Early Science
- Rotation Periods of 34,030 Kepler Main-Sequence Stars: The Full Autocorrelation Sample
- Superflares on Solar Type Stars Observed with Kepler I. Statistical Properties of Superflares
- Stellar Flares from the First Tess Data Release: Exploring a New Sample of M-dwarfs
- The Kepler Catalog of Stellar Flares
- Revised Radii of Kepler Stars and Planets Using Gaia Data Release 2
- Superflares on Ordinary Solar-Type Stars
- Rotation periods of 12 000 main-sequence Kepler stars: Dependence on stellar spectral type and comparison with v sin i observations
- Can Superflares Occur on Our Sun?
- Statistical properties of superflares on solar-type stars based on 1-min cadence data
- Superflares on Solar-Type Stars Observed with Kepler II. Photometric Variability of Superflare-Generating Stars : A Signature of Stellar Rotation and Starspots
- White-light flares on cool stars in the Kepler Quarter 1 Data
- Rotation, differential rotation, and gyrochronology of active Kepler stars
- Sun-as-a-star Observation of White-Light Flares
- Extreme solar events
- Do Kepler superflare stars really include slowly-rotating Sun-like stars ? - Results using APO 3.5m telescope spectroscopic observations and Gaia-DR2 data -
- Surface rotation and photometric activity for Kepler targets. II. G and F main-sequence stars, and cool subgiant stars
- Surface rotation and photometric activity for Kepler targets I. M and K main-sequence stars
- The flare catalog and the flare activity in the Kepler mission
- Statistical Properties of Superflares on Solar-type Stars: Results Using All of the Kepler Primary Mission Data
- Starspot activity and superflares on solar-type stars
- Stellar flares observed in long cadence data from the Kepler mission
- The periodic variations of a white-light flare observed with ULTRACAM
- Do A-type stars flare?
- Finding flares in Kepler data using machine learning tools
- ROOSTER: a machine-learning analysis tool for Kepler stellar rotation periods
- A Bayesian method for detecting stellar flares
- Correcting Stellar Flare Frequency Distributions Detected by TESS and Kepler
- Automated identification of transiting exoplanet candidates in NASA Transiting Exoplanets Survey Satellite (TESS) data with machine learning methods
- Superflares on solar-like stars: A new method for identifying the true flare sources in photometric surveys
Cited by in corpus (5)
- Flares hunting in hot subdwarf and white dwarf stars from Cycles 1-5 of TESS photometry
- Spectroscopic observations of flares and superflares on AU Mic
- The white-light superflares from cool stars in GWAC triggers
- New cases of super-flares on slowly rotating solar-type stars and large amplitude super-flares in G- and M-type main-sequence stars
- Prediction of short stellar activity cycles using derived and established empirical relations between activity and rotation periods