Planets and Stellar Activity: Hide and Seek in the CoRoT-7 system
arXiv:1407.1044 · doi:10.1093/mnras/stu1320
Abstract
Since the discovery of the transiting super-Earth CoRoT-7b, several investigations have yielded different results for the number and masses of planets present in the system, mainly owing to the star's high level of activity. We re-observed CoRoT-7 in January 2012 with both HARPS and CoRoT, so that we now have the benefit of simultaneous radial-velocity and photometric data. This allows us to use the off-transit variations in the star's light curve to estimate the radial-velocity variations induced by the suppression of convective blueshift and the flux blocked by starspots. To account for activity-related effects in the radial-velocities which do not have a photometric signature, we also include an additional activity term in the radial-velocity model, which we treat as a Gaussian process with the same covariance properties (and hence the same frequency structure) as the light curve. Our model was incorporated into a Monte Carlo Markov Chain in order to make a precise determination of the orbits of CoRoT-7b and CoRoT-7c. We measure the masses of planets b and c to be 4.73 +/- 0.95 Mearth and 13.56 +/- 1.08 Mearth, respectively. The density of CoRoT-7b is (6.61 +/- 1.72)(Rp/1.58 Rearth)^(-3) g.cm^(-3), which is compatible with a rocky composition. We search for evidence of an additional planet d, identified by previous authors with a period close to 9 days. We are not able to confirm the existence of a planet with this orbital period, which is close to the second harmonic of the stellar rotation at around 7.9 days. Using Bayesian model selection we find that a model with two planets plus activity-induced variations is most favoured.
Accepted 2014 July 2. Received 2014 June 30; in original form 2013 May 30 (17 pages, 9 figures)
References in corpus (5)
- The generalised Lomb-Scargle periodogram. A new formalism for the floating-mean and Keplerian periodograms
- Patterns of photometric and chromospheric variation among Sun-like stars: A 20-year perspective
- Search for exoplanets with the radial-velocity technique: quantitative diagnostics of stellar activity
- A Bayesian periodogram finds evidence for three planets in HD 11964
- Filtering out activity-related variations from radial velocities in a search for low-mass planets
Cited by in corpus (153)
- Inferring probabilistic stellar rotation periods using Gaussian processes
- The Mass of Kepler-93b and The Composition of Terrestrial Planets
- Six transiting planets and a chain of Laplace resonances in TOI-178
- A Kepler Study of Starspot Lifetimes with Respect to Light Curve Amplitude and Spectral Type
- A candidate short-period sub-Earth orbiting Proxima Centauri
- Revisiting Proxima with ESPRESSO
- A giant impact as the likely origin of different twins in the Kepler-107 exoplanet system
- Radial-Velocity Fitting Challenge. II. First results of the analysis of the data set
- Measuring precise radial velocities on individual spectral lines : II. Dependance of stellar activity signal on line depth
- Kepler-21b: A rocky planet around a V = 8.25 magnitude star
- Warm terrestrial planet with half the mass of Venus transiting a nearby star
- Likely Transiting Exocomets Detected by Kepler
- Filtering solar-like oscillations for exoplanet detection in radial velocity observations
- A hot Jupiter around the very active weak-line T Tauri star TAP 26
- A temperate exo-Earth around a quiet M dwarf at 3.4 parsecs
- Investigating the young AU~Mic system with SPIRou: large-scale stellar magnetic field and close-in planet mass
- Discovery of a Third Transiting Planet in the Kepler-47 Circumbinary System
- Disentangling Planets and Stellar Activity for Gliese 667C
- Seeing double with K2: Testing re-inflation with two remarkably similar planets around red giant branch stars
- Constraints on Super-Earths Interiors from Stellar Abundances
- The magnetic field and multiple planets of the young dwarf AU~Mic
- The Habitable-zone Planet Finder Reveals A High Mass and a Low Obliquity for the Young Neptune K2-25b
- Revisiting the transits of CoRoT-7b at a lower activity level
- The HARPS search for southern extra-solar planets XLII. A system of Earth-mass planets around the nearby M dwarf YZ Ceti
- Radial Velocity Fitting Challenge. I. Simulating the data set including realistic stellar radial-velocity signals
- How magnetic activity alters what we learn from stellar spectra
- Towards Understanding Stellar Radial Velocity Jitter as a Function of Wavelength: The Sun as a Proxy
- One year of AU Mic with HARPS: II -- stellar activity and star-planet interaction
- A More Precise Mass for GJ 1214 b and the Frequency of Multi-Planet Systems Around Mid-M Dwarfs
- Precise Masses in the WASP-47 System
- The hot Jupiter of the magnetically-active weak-line T Tauri star V830 Tau
- The discovery and mass measurement of a new ultra-short-period planet: EPIC~228732031b
- A pair of Sub-Neptunes transiting the bright K-dwarf TOI-1064 characterised with CHEOPS
- The HADES RV Programme with HARPS-N@TNG - GJ 3998: An early M-dwarf hosting a system of Super-Earths
- Bias and robustness of eccentricity estimates from radial velocity data
- Comment on "Stellar activity masquerading as planets in the habitable zone of the M dwarf Gliese 581"
- Astrophysical Insights into Radial Velocity Jitter from an Analysis of 600 Planet-search Stars
- Hot, rocky and warm, puffy super-Earths orbiting TOI-402 (HD 15337)
- Efficient modeling of correlated noise II. A flexible noise model with fast and scalable methods
- Masses and radii for the three super-Earths orbiting GJ 9827, and implications for the composition of small exoplanets
- Two temperate Earth-mass planets orbiting the nearby star GJ1002
- The Transiting Multi-planet System HD15337: Two Nearly Equal-mass Planets Straddling the Radius Gap
- Efficient modeling of correlated noise. III. Scalable methods for jointly modeling several observables' time series with Gaussian processes
- The SOPHIE search for northern extrasolar planets. XIV. A temperate ( K) super-earth around the nearby star Gliese 411
- Quasi-periodic Gaussian Processes for stellar activity: from physical to kernel parameters
- A PSF-based approach to Kepler/K2 data. II. Exoplanet candidates in Praesepe (M 44)
- Constraining the entropy of formation from young transiting planets
- TOI-431/HIP 26013: a super-Earth and a sub-Neptune transiting a bright, early K dwarf, with a third RV planet
- Looking at Blazar Light Curve Periodicities with Gaussian Processes
- K2-66b and K2-106b: Two extremely hot sub-Neptune-size planets with high densities
- The CARMENES search for exoplanets around M dwarfs. Mapping stellar activity indicators across the M dwarf domain
- Exoplanet Imitators: A test of stellar activity behavior in radial velocity signals
- Proxima Centauri as a Benchmark for Stellar Activity Indicators in the Near Infrared
- Persistent starspot signals on M dwarfs: multi-wavelength Doppler observations with the Habitable-zone Planet Finder and Keck/HIRES
- Statistical methods for exoplanet detection with radial velocities
- Decoding the radial velocity variations of HD41248 with ESPRESSO
- Black Mirror: The impact of rotational broadening on the search for reflected light from 51 Pegasi b with high resolution spectroscopy
- The SPIRou Legacy Survey Rotation period of quiet M dwarfs from circular polarization in near-infrared spectral lines: I. The SPIRou APERO analysis
- TOI-1759 b: a transiting sub-Neptune around a low mass star characterized with SPIRou and TESS
- The Impact of Stellar Surface Magnetoconvection and Oscillations on the Detection of Temperate, Earth-Mass Planets Around Sun-Like Stars
- Multi-instrumental view of magnetic fields and activity of Eridani with SPIRou, NARVAL, and TESS
- The CARMENES search for exoplanets around M dwarfs: Stable radial-velocity variations at the rotation period of AD~Leonis -- A test case study of current limitations to treating stellar activity
- Target Prioritization and Observing Strategies for the NEID Earth Twin Survey
- The TROY project: Searching for co-orbital bodies to known planets. I. Project goals and first results from archival radial velocity
- A System of Three Super Earths Transiting the Late K-Dwarf GJ 9827 at Thirty Parsecs
- Precise masses for the transiting planetary system HD 106315 with HARPS
- AutoRegressive Planet Search: Application to the Kepler Mission
- Auto-correlation functions of astrophysical processes, and their relation to Gaussian processes; Application to radial velocities of different starspot configurations
- The HARPS search for southern extra-solar planets XXXVI: Five new long-period giant planets and a system update
- Proxima Centauri reloaded: Unravelling the stellar noise in radial velocities
- A combined spectroscopic and photometric stellar activity study of Epsilon Eridani
- LRG-BEASTS: sodium absorption and Rayleigh scattering in the atmosphere of WASP-94A b using NTT/EFOSC2
- Photometry as a proxy for stellar activity in radial velocity analyses
- TOI-1468: A system of two transiting planets, a super-Earth and a mini-Neptune, on opposite sides of the radius valley
- Search for nearby Earth analogs I. 15 planet candidates found in PFS data
- The HARPS search for southern extra-solar planets XLV. Two Neptune mass planets orbiting HD 13808: a study of stellar activity modelling's impact on planet detection
- Sub-m s upper limits from a deep HARPS-N radial-velocity search for planets orbiting HD 166620 and HD 144579
- A sub-Earth-mass planet orbiting Barnard's star
- Response to Comment on "Stellar activity masquerading as planets in the habitable zone of the M dwarf Gliese 581"
- The CARMENES search for exoplanets around M dwarfs. Two terrestrial planets orbiting G 264-012 and one terrestrial planet orbiting Gl 393
- Revisiting K2-233 spectroscopic time-series with multidimensional Gaussian Processes
- HADES RV program with HARPS-N at TNG. IX. A super-Earth around the M dwarf Gl686
- The TOI-763 system: sub-Neptunes orbiting a Sun-like star
- K2-19b and c are in a 3:2 Commensurability but out of Resonance: A Challenge to Planet Assembly by Convergent Migration
- The GAPS Programme at TNG XLII. A characterisation study of the multi-planet system around the 400 Myr-old star HD 63433 (TOI-1726)
- Gaussian processes for radial velocity modeling Better rotation periods and planetary parameters with the quasi-periodic kernel and constrained priors
- The T Tauri star V410 Tau in the eyes of SPIRou and TESS
- Reassessing the Evidence for Time Variability in the Atmosphere of the Exoplanet HAT-P-7 b
- Optical and near-infrared stellar activity characterization of the early M dwarf Gl~205 with SOPHIE and SPIRou
- Kepler-1656b's Extreme Eccentricity: Signature of a Gentle Giant
- Robust detection of quasi-periodic variability: A HAWKI mini survey of late T dwarfs
- K2-291 b: A rocky super-Earth in a 2.2 day orbit
- The HD 93963 A transiting system: A 1.04d super-Earth and a 3.65 d sub-Neptune discovered by TESS and CHEOPS
- A hot mini-Neptune in the radius valley orbiting solar analogue HD 110113
- So close, so different: characterization of the K2-36 planetary system with HARPS-N
- The CARMENES search for exoplanets around M dwarfs Detection of a mini-Neptune around LSPM J2116+0234 and refinement of orbital parameters of a super-Earth around GJ 686 (BD+18 3421)
- Three super-Earths and a possible water world from TESS and ESPRESSO
- Rotation periods of TESS Objects of Interest from the Magellan-TESS Survey with multiband photometry from Evryscope and TESS
- Supervised Learning Detection of Sixty Non-Transiting Hot Jupiter Candidates
- On the radial velocity detection of additional planets in transiting, slowly rotating M-dwarf systems: the case of GJ 1132
- Using HARPS-N to characterise the long-period planets in the PH-2 and Kepler-103 systems
- A decade of radial-velocity monitoring of Vega and new limits on the presence of planets
- Photometric rotation periods for 107 M dwarfs from the APACHE survey
- GJ 3929: High Precision Photometric and Doppler Characterization of an Exo-Venus and its Hot, Mini-Neptune-mass Companion
- A BCool survey of stellar magnetic cycles
- A super-Earth on a close-in orbit around the M1V star GJ 740. A HADES and CARMENES collaboration
- Simulating Radial Velocity Observations of Trappist-1 with SPIRou
- Radial velocity homogeneous analysis of M dwarfs observed with HARPS I. Exoplanet detection and candidates
- Revisiting the multi-planetary system of the nearby star HD 20794: Confirmation of a low-mass planet in the habitable zone of a nearby G-dwarf
- EXPRES. II. Searching for Planets Around Active Stars: A Case Study of HD 101501
- Periodic stellar variability from almost a million NGTS light curves
- Simulated mass measurements of the young planet K2-33b
- Detection of p-mode Oscillations in HD 35833 with NEID and TESS
- Into the Depths: a new activity metric for high-precision radial velocity measurements based on line depth variations
- Wavelength Dependence of Activity-Induced Photometric Variations for Young Cool Stars in Hyades
- The Jiao Tong University Spectroscopic Telescope Project
- An old warm Jupiter orbiting the metal-poor G-dwarf TOI-5542
- Revisiting the HD 21749 Planetary System with Stellar Activity Modeling
- The Measured Impact of Chromatic Atmospheric Effects on Barycentric Corrections: Results from the EXtreme PREcision Spectrograph
- Detailed stellar activity analysis and modelling of GJ 832: Reassessment of the putative habitable zone planet GJ 832c
- Amplitude Modulation of Short-Timescale Hot Spot Variability
- A review of planetary systems around HD 99492, HD 147379 and HD 190007 with HARPS-N
- TOI-837 b: characterisation, formation and evolutionary history of an infant warm Saturn-mass planet
- Reducing activity-induced variations in a radial-velocity time series of the Sun as a star
- The Perkins INfrared Exosatellite Survey (PINES) II. Transit Candidates and Implications for Planet Occurrence around L and T Dwarfs
- Coupled orbital and spin evolution of the CoRoT-7 two-planet system using a Maxwell viscoelastic rheology
- DMPP-4: Candidate sub-Neptune mass planets orbiting a naked-eye star
- A hot mini-Neptune and a temperate, highly eccentric sub-Saturn around the bright K-dwarf TOI-2134
- Quiet Please: Detrending Radial Velocity Variations from Stellar Activity with a Physically Motivated Spot Model
- Discovery of an inflated hot Jupiter around a slightly evolved star TOI-1789
- Contemporaneous Observations of Luminosities and Photometric Amplitudes for M Dwarfs
- Noise Sources in Photometry and Radial Velocities
- Radii, masses, and transit-timing variations of the three-planet system orbiting the naked-eye star TOI-396
- KOBE-1: The first planetary system from the KOBE survey. Two planets likely residing in the sub-Neptune mass regime around a late K-dwarf
- Gaussian Process Modelling for Improved Resolution in Faraday Depth Reconstruction
- Gl 725A b: a potential super-Earth detected with SOPHIE and SPIRou in an M dwarf binary system at 3.5 pc
- Astro2020 Project White Paper: The Cosmic Accelerometer
- The Similar Seven: A set of very-alike exoplanets to test correlations between system parameters and atmospheric properties
- Discovering planets with PLATO: Comparison of algorithms for stellar activity filtering
- AutoRegressive Planet Search: Feasibility Study for Irregular Time Series
- Homogeneous planet masses I: Reanalysis of archival HARPS radial velocities
- Radial velocity precision of ESPRESSO through the analysis of the solar twin HIP 11915
- gaspery: Optimized Scheduling of Radial Velocity Follow-Up Observations for Active Host Stars
- Stellar activity and transits
- The GAPS Programme at TNG -- XXIII. HD 164922 d: a close-in super-Earth discovered with HARPS-N in a system with a long-period Saturn mass companion
- Stacked Periodograms as a Probe of Exoplanetary Populations
- Confronting compositional confusion through the characterisation of the sub-Neptune orbiting HD 77946
- The California Legacy Survey I. A Catalog of 178 Planets from Precision Radial Velocity Monitoring of 719 Nearby Stars over Three Decades
- CoRoT: The First Space-Based Transit Survey to Explore the Close-in Planet Population
- Leveraging space-based data from the nearest Solar-type star to better understand stellar activity signatures in radial velocity data
- Activity-rotation in the dM4 star Gl 729. A possible chromospheric cycle
- The impact of two non-transiting planets and stellar activity on mass determinations for the super-Earth CoRoT-7b
- CARMENES input catalog of M dwarfs VI. A time-resolved Ca II H&K catalog from archival data