Distinguishing the albedo of exoplanets from stellar activity
arXiv:1712.01805 · doi:10.1051/0004-6361/201731206
Abstract
Light curves show the flux variation from the target star and its orbiting planets as a function of time. In addition to the transit features created by the planets, the flux also includes the reflected light component of each planet, which depends on the planetary albedo. This signal is typically referred to as phase curve and could be easily identified if there were no additional noise. As well as instrumental noise, stellar activity, such as spots, can create a modulation in the data, which may be very difficult to distinguish from the planetary signal. We analyze the limitations imposed by the stellar activity on the detection of the planetary albedo, considering the limitations imposed by the predicted level of instrumental noise and the short duration of the observations planned in the context of the CHEOPS mission. As initial condition, we have assumed that each star is characterized by just one orbiting planet. We built mock light curves that included a realistic stellar activity pattern, the reflected light component of the planet and an instrumental noise level, which we have chosen to be at the same level as predicted for CHEOPS. We then fit these light curves to try to recover the reflected light component, assuming the activity patterns can be modeled with a Gaussian process.We estimate that at least one full stellar rotation is necessary to obtain a reliable detection of the planetary albedo. This result is independent of the level of noise, but it depends on the limitation of the Gaussian process to describe the stellar activity when the light curve time-span is shorter than the stellar rotation. Finally, in presence of typical CHEOPS gaps in the simulations, we confirm that it is still possible to obtain a reliable albedo.
arXiv commentAccepted for publication in A&A, 14 pages, 12 figures
References in corpus (39)
- emcee: The MCMC Hammer
- Seven temperate terrestrial planets around the nearby ultracool dwarf star TRAPPIST-1
- Rotation Periods of 34,030 Kepler Main-Sequence Stars: The Full Autocorrelation Sample
- Transiting exoplanets from the CoRoT space mission VIII. CoRoT-7b: the first Super-Earth with measured radius
- Infrared Transmission Spectroscopy of the Exoplanets HD209458b and XO-1b Using the Wide Field Camera-3 on the Hubble Space Telescope
- Planets and Stellar Activity: Hide and Seek in the CoRoT-7 system
- Detection of atmospheric haze on an extrasolar planet: The 0.55 - 1.05 micron transmission spectrum of HD189733b with the Hubble Space Telescope
- The 3.6-8.0 Micron Broadband Emission Spectrum of HD 209458b: Evidence for an Atmospheric Temperature Inversion
- The signature of orbital motion from the dayside of the planet tau Bootis b
- A Gaussian process framework for modelling stellar activity signals in radial velocity data
- Detection of water absorption in the day side atmosphere of HD 189733 b using ground-based high-resolution spectroscopy at 3.2 microns
- The Broadband Infrared Emission Spectrum of the Exoplanet HD 189733b
- Using the Sun to estimate Earth-like planets detection capabilities II. Impact of plages
- A Correlation Between Stellar Activity and Hot Jupiter Emission Spectra
- The habitability of Proxima Centauri b II. Possible climates and Observability
- Kepler Mission Stellar and Instrument Noise Properties
- The habitability of Proxima Centauri b. I. Irradiation, rotation and volatile inventory from formation to the present
- Optical Phase Curves of Kepler Exoplanets
- A comprehensive study of Kepler phase curves and secondary eclipses -- temperatures and albedos of confirmed Kepler giant planets
- Effect of stellar spots on high-precision transit light-curve
- A New 24 micron Phase Curve for upsilon Andromedae b
- Analytic models for albedos, phase curves and polarization of reflected light from exoplanets
- Impact of occultations of stellar active regions on transmission spectra: Can occultation of a plage mimic the signature of a blue sky?
- Kepler-91b: a planet at the end of its life. Planet and giant host star properties via light-curve variations
- Photometric Variability in Kepler Target Stars. III. Comparison with the Sun on Different Timescales
- Transit timing variations in WASP-10b induced by stellar activity?
- Ground-based near-UV observations of 15 transiting exoplanets: Constraints on their atmospheres and no evidence for asymmetrical transits
- Theoretical Transit Spectra for GJ 1214b and Other "Super-Earths"
- Uncovering the planets and stellar activity of CoRoT-7 using only radial velocities
- Photometrically derived masses and radii of the planet and star in the TrES-2 system
- Highlights in the Study of Exoplanet Atmospheres
- UV Surface Habitability of the TRAPPIST-1 System
- Rayleigh scattering in the transmission spectrum of HAT-P-18b
- Revisiting the transits of CoRoT-7b at a lower activity level
- SOAP-T: A tool to study the light-curve and radial velocity of a system with a transiting planet and a rotating spotted star
- The habitable zone of Earth-like planets with different levels of atmospheric pressure
- Spectroscopic direct detection of reflected light from extra-solar planets
- An Approach for Retrieving Temperatures and Abundances in Brown Dwarf Atmospheres
- Probing the atmosphere of a sub-Jovian planet orbiting a cool dwarf
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- Improving transit characterisation with Gaussian process modelling of stellar variability
- Detectability of shape deformation in short-period exoplanets
- The obliquity and atmosphere of the ultra-hot Jupiter TOI-1431b (MASCARA-5b): A misaligned orbit and no signs of atomic ormolecular absorptions
- The phase curve and the geometric albedo of WASP-43b measured with CHEOPS, TESS and HST WFC3/UVIS
- The HD 93963 A transiting system: A 1.04d super-Earth and a 3.65 d sub-Neptune discovered by TESS and CHEOPS
- Reflected Light Phase Curves in the TESS Era
- The widest broadband transmission spectrum (0.38-1.71 m) of HD 189733b from ground-based chromatic Rossiter-McLaughlin observations
- The bright side of the light curve: a general photometric model of non-transiting exorings
- A hot mini-Neptune and a temperate, highly eccentric sub-Saturn around the bright K-dwarf TOI-2134
- Phase Modeling of the TRAPPIST-1 Planetary Atmospheres
- Variability of Known Exoplanet Host Stars Observed by TESS
- The role of host star variability in the detectability of planetary phase curves