Reducing activity-induced variations in a radial-velocity time series of the Sun as a star
arXiv:1904.05608 · doi:10.1093/mnras/stz1055
Abstract
The radial velocity of the Sun as a star is affected by its surface convection and magnetic activity. The moments of the cross-correlation function between the solar spectrum and a binary line mask contain information about the stellar radial velocity and line-profile distortions caused by stellar activity. As additional indicators, we consider the disc-averaged magnetic flux and the filling factor of the magnetic regions. Here we show that the activity-induced radial-velocity fluctuations are reduced when we apply a kernel regression to these activity indicators. The disc-averaged magnetic flux proves to be the best activity proxy over a timescale of one month and gives a standard deviation of the regression residuals of 1.04 m/s, more than a factor of 2.8 smaller than the standard deviation of the original radial velocity fluctuations. This result has been achieved thanks to the high-cadence and time continuity of the observations that simultaneously sample both the radial velocity and the activity proxies.
arXiv commentAccepted by Monthly Notices of the Royal Astronomical Society - 7 pages, 5 figures, 1 table
References in corpus (23)
- A terrestrial planet candidate in a temperate orbit around Proxima Centauri
- No planet for HD 166435
- Planets and Stellar Activity: Hide and Seek in the CoRoT-7 system
- A Gaussian process framework for modelling stellar activity signals in radial velocity data
- State of the Field: Extreme Precision Radial Velocities
- The HARPS search for Earth-like planets in the habitable zone: I -- Very low-mass planets around HD20794, HD85512 and HD192310
- Planetary detection limits taking into account stellar noise. I. Observational strategies to reduce stellar oscillation and granulation effects
- The HARPS search for southern extra-solar planets. X. A m sin i = 11 Mearth planet around the nearby spotted M dwarf GJ 674
- Observations of Cool-Star Magnetic Fields
- The Sun as a planet-host star: Proxies from SDO images for HARPS radial-velocity variations
- Determining the Mass of Kepler-78b With Nonparametric Gaussian Process Estimation
- The HARPS search for southern extra-solar planets: XIV. Gl 176b, a super-Earth rather than a Neptune, and at a different period
- HARPS-N observes the Sun as a star
- The HARPS search for southern extra-solar planets XXXV. The interesting case of HD41248: stellar activity, no planets?
- The HARPS search for southern extra-solar planets. XXX. Planetary systems around stars with solar-like magnetic cycles and short-term activity variation
- High resolution spectroscopy for Cepheids distance determination. I. Line asymmetry
- Kepler-21b: A rocky planet around a V = 8.25 magnitude star
- Line-profile variations in radial-velocity measurements: Two alternative indicators for planetary searches
- HARPS-N Solar Radial-Velocity Variations Are Dominated By Large, Bright Magnetic Regions
- On the Feasibility of Intense Radial Velocity Surveys for Earth-twin Discoveries
- Long-term radial-velocity variations of the Sun as a star: The HARPS view
- The GAPS Programme with HARPS-N at TNG XVII. Line profile indicators and kernel regression as diagnostics of radial-velocity variations due to stellar activity in solar-like stars
- An accurate mass determination for Kepler-1655b, a moderately-irradiated world with a significant volatile envelope
Cited by in corpus (6)
- The First Habitable Zone Earth-sized Planet from TESS. I: Validation of the TOI-700 System
- The GAPS Programme at TNG XXVII. Reassessment of a young planetary system with HARPS-N: is the hot Jupiter V830 Tau b really there?
- The Young Planet DS Tuc Ab has a Low Obliquity
- Spatially resolved spectroscopy across stellar surfaces. V. Observational prospects: Toward Earth-like exoplanet detection
- Simulations for Planning Next-Generation Exoplanet Radial Velocity Surveys
- Solar Photospheric Spectrum Microvariability I. Theoretical searches for proxies of radial-velocity jittering