The Transit Light Source Effect II: The Impact of Stellar Heterogeneity on Transmission Spectra of Planets Orbiting Broadly Sun-like Stars
arXiv:1812.06184 · doi:10.3847/1538-3881/aaf892
Abstract
Transmission spectra probe exoplanetary atmospheres, but they can also be strongly affected by heterogeneities in host star photospheres through the transit light source effect. Here we build upon our recent study of the effects of unocculted spots and faculae on M-dwarf transmission spectra, extending the analysis to FGK dwarfs. Using a suite of rotating model photospheres, we explore spot and facula covering fractions for varying activity levels and the associated stellar contamination spectra. Relative to M dwarfs, we find that the typical variabilities of FGK dwarfs imply lower spot covering fractions, though they generally increase with later spectral types, from for F dwarfs to 2-4 for late-K dwarfs. While the stellar contamination spectra are considerably weaker than those for typical M dwarfs, we find that typically active G and K dwarfs produce visual slopes that are detectable in high-precision transmission spectra. We examine line offsets at H and the Na and K doublets and find that unocculted faculae in K dwarfs can appreciably alter transit depths around the Na D doublet. We find that band-averaged transit depth offsets at molecular bands for CH, CO, CO, HO, NO, O, and O are not detectable for typically active FGK dwarfs, though stellar TiO/VO features are potentially detectable for typically active late-K dwarfs. Generally, this analysis shows that inactive FGK dwarfs do not produce detectable stellar contamination features in transmission spectra, though active FGK host stars can produce such features and care is warranted in interpreting transmission spectra from these systems.
arXiv comment30 pages, 13 figures, 6 tables, accepted for publication in AJ
References in corpus (101)
- Astropy: A Community Python Package for Astronomy
- The NumPy array: a structure for efficient numerical computation
- The Astropy Project: Building an inclusive, open-science project and status of the v2.0 core package
- The Transiting Exoplanet Survey Satellite
- Intrinsic Colors, Temperatures, and Bolometric Corrections of Pre-Main Sequence Stars
- A new extensive library of PHOENIX stellar atmospheres and synthetic spectra
- Detection of an Extrasolar Planet Atmosphere
- A continuum from clear to cloudy hot-Jupiter exoplanets without primordial water depletion
- Clouds in the atmosphere of the super-Earth exoplanet GJ 1214b
- The orbital motion, absolute mass, and high-altitude winds of exoplanet HD209458b
- Theoretical Transmission Spectra During Extrasolar Giant Planet Transits
- Hot Stars with Hot Jupiters Have High Obliquities
- Rotation Periods of 34,030 Kepler Main-Sequence Stars: The Full Autocorrelation Sample
- Obliquities of Hot Jupiter host stars: Evidence for tidal interactions and primordial misalignments
- Detection of atmospheric haze on an extrasolar planet: The 0.55 - 1.05 micron transmission spectrum of HD189733b with the Hubble Space Telescope
- Measuring the rotation period distribution of field M-dwarfs with Kepler
- The prevalence of dust on the exoplanet HD 189733b from Hubble and Spitzer observations
- Hubble Space Telescope Transmission Spectroscopy of the Exoplanet HD 189733b: High-altitude atmospheric haze in the optical and near-UV with STIS
- The signature of orbital motion from the dayside of the planet tau Bootis b
- Transmission Spectra as Diagnostics of Extrasolar Giant Planet Atmospheres
- A Precise Water Abundance Measurement for the Hot Jupiter WASP-43b
- Rayleigh scattering in the transit spectrum of HD 189733b
- A ground-based transmission spectrum of the super-Earth exoplanet GJ1214b
- The Transit Light Source Effect: False Spectral Features and Incorrect Densities for M-dwarf Transiting Planets
- Characterizing transiting exoplanet atmospheres with JWST
- Helium in the eroding atmosphere of an exoplanet
- Water Vapor in the Spectrum of the Extrasolar Planet HD 189733b: 1. the Transit
- Transits of Earth-Like Planets
- Transmission Spectra of Three-Dimensional Hot Jupiter Model Atmospheres
- Water Vapour Absorption in the Clear Atmosphere of an exo-Neptune
- Evidence of Possible Spin-Orbit Misalignment Along the Line of Sight in Transiting Exoplanet Systems
- An ultrahot gas-giant exoplanet with a stratosphere
- Finding extraterrestrial life using ground-based high-resolution spectroscopy
- Starspots, spin-orbit misalignment, and active latitudes in the HAT-P-11 exoplanetary system
- The Atmospheric Signatures of Super-Earths: How to Distinguish Between Hydrogen-Rich and Hydrogen-Poor Atmospheres
- Detection of H2O and evidence for TiO/VO in an ultra hot exoplanet atmosphere
- Theory of Extrasolar Giant Planet Transits
- Photometric Variability in Kepler Target Stars. II. An Overview of Amplitude, Periodicity, and Rotation in First Quarter Data
- HO abundances and cloud properties in ten hot giant exoplanets
- HAT-P-26b: A Neptune-Mass Exoplanet with a Well Constrained Heavy Element Abundance
- A consistent retrieval analysis of 10 Hot Jupiters observed in transmission
- Detection of titanium oxide in the atmosphere of a hot Jupiter
- An HST Optical to Near-IR Transmission Spectrum of the Hot Jupiter WASP-19b: Detection of Atmospheric Water and Likely Absence of TiO
- Rotation Periods, Variability Properties and Ages for Kepler Exoplanet Candidate Host Stars
- The transmission spectrum of Earth through lunar eclipse observations
- The Complete transmission spectrum of WASP-39b with a precise water constraint
- The Oblique Orbit of the Super-Neptune HAT-P-11b
- Weighing The Non-Transiting Hot Jupiter Tau BOO b
- ACCESS I: An Optical Transmission Spectrum of GJ 1214b Reveals a Heterogeneous Stellar Photosphere
- ACCESS: A featureless optical transmission spectrum for WASP-19b from Magellan/IMACS
- An absolute sodium abundance for a cloud-free 'hot Saturn' exoplanet
- Feasibility Studies for the Detection of in an Earth-like Exoplanet
- Retrieval of planetary and stellar properties in transmission spectroscopy with Aura
- Photometric Variability in Kepler Target Stars: The Sun Among Stars -- A First Look
- The GJ1214 Super-Earth System: Stellar Variability, New Transits, and a Search for Additional Planets
- Photometric Amplitude Distribution of Stellar Rotation of Kepler KOIs-Indication for Spin-Orbit Alignment of Cool Stars and High Obliquity for Hot Stars
- Placing the spotted T Tauri star LkCa 4 on an HR diagram
- The transmission spectrum of Earth-size transiting planets
- Impact of occultations of stellar active regions on transmission spectra: Can occultation of a plage mimic the signature of a blue sky?
- Sun-as-a-Star Spectrum Variations 1974-2006
- Photometric Variability in Kepler Target Stars. III. Comparison with the Sun on Different Timescales
- A Detection Of H-alpha In An Exoplanetary Exosphere
- Transits and starspots in the WASP-19 planetary system
- Temperature-dependent molecular absorption cross sections for exoplanets and other atmospheres
- The variability of Sun-like stars: reproducing observed photometric trends
- The Starspots of HAT-P-11: Evidence for a Solar-like Dynamo
- The Transit Light Curve Project. XIII. Sixteen Transits of the Super-Earth GJ 1214b
- The Near-Infrared Transmission Spectra of TRAPPIST-1 Planets b, c, d, e, f, and g and Stellar Contamination in Multi-Epoch Transit Spectra
- A Ground-based Optical Transmission Spectrum of WASP-6b
- GTC OSIRIS transiting exoplanet atmospheric survey: detection of sodium in XO-2b from differential long-slit spectroscopy
- The optical transmission spectrum of the hot Jupiter HAT-P-32b: clouds explain the absence of broad spectral features?
- Physical properties, transmission and emission spectra of the WASP-19 planetary system from multi-colour photometry
- A Possible Tilted Orbit of the Super-Neptune HAT-P-11b
- On the tidal origin of hot Jupiter stellar obliquity trends
- HAT-P-11: Discovery of a Second Planet and a Clue to Understanding Exoplanet Obliquities
- Are solar brightness variations faculae- or spot-dominated?
- A Search for Water in the Atmosphere of HAT-P-26b Using LDSS-3C
- spotrod: a semi-analytic model for transits of spotted stars
- Modelling the photosphere of active stars for planet detection and characterization
- On the relationship between the size and surface coverage of starspots on magnetically active low-mass stars
- A decade of H transits for HD 189733 b: stellar activity versus absorption in the extended atmosphere
- The effects of stellar activity on optical high-resolution exoplanet transmission spectra
- Forecasting the Impact of Stellar Activity on Transiting Exoplanet Spectra
- Multi-Color Transit Photometry of GJ 1214b through BJHKs-Bands and a Long-Term Monitoring of the Stellar Variability of GJ 1214
- GJ1214: Rotation period, starspots, and uncertainty on the optical slope of the transmission spectrum
- The continuum intensity as a function of magnetic field I. Active region and quiet Sun magnetic elements
- Kodaikanal Digitized White-light Data Archive (1921-2011): Analysis of various solar cycle features
- Transiting the Sun: The impact of stellar activity on X-ray and ultraviolet transits
- Gemini/GMOS Transmission Spectral Survey: Complete Optical Transmission Spectrum of the hot Jupiter WASP-4b
- Spectral variability of photospheric radiation due to faculae I: The Sun and Sun-like stars
- Why do some young cool stars show spot modulation while others do not?
- - A tool for multiband light curve modeling of planetary transits and stellar spots
- Spatially resolved spectroscopy across stellar surfaces. I. Using exoplanet transits to analyze 3-D stellar atmospheres
- Estimates of Active Region Area Coverage through Simultaneous Measurements of He I 5876 and 10830 Lines
- ACCESS: Ground-based Optical Transmission Spectroscopy of the Hot Jupiter WASP-4b
- Spatially resolved spectroscopy across stellar surfaces. II. High-resolution spectra across HD209458 (G0V)
- The GTC exoplanet transit spectroscopy survey VIII. Flat transmission spectrum for the warm gas giant WASP-80
- Structure of Uniformly Rotating Stars
- High Resolution Spectroscopy using Fabry Perot Intereferometer Arrays: An Application to Searches for O in Exoplanetary Atmospheres
- Spatially resolved spectroscopy across stellar surfaces. III. Photospheric Fe I lines across HD189733A (K1 V)
- TOSC: an algorithm for the tomography of spotted transit chords
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- WASP-52b. The effect of starspot correction on atmospheric retrievals
- Gemini/GMOS Optical Transmission Spectroscopy of WASP-121b: signs of variability in an ultra-hot Jupiter?
- A Thousand Earths: A Very Large Aperture, Ultralight Space Telescope Array for Atmospheric Biosignature Surveys
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- Escaping Helium and a Highly Muted Spectrum Suggest a Metal-Enriched Atmosphere on Sub-Neptune GJ3090b from JWST Transit Spectroscopy
- Optical Transmission Spectroscopy of the Terrestrial Exoplanet LHS 3844b from 13 Ground-Based Transit Observations
- A roadmap for the atmospheric characterization of terrestrial exoplanets with JWST
- The GTC exoplanet transit spectroscopy survey XI. Possible detection of Rayleigh scattering in the atmosphere of the Saturn-mass planet WASP-69b
- A Featureless Infrared Transmission Spectrum for the Super-Puff Planet Kepler-79d
- Toward Robust Corrections for Stellar Contamination in JWST Exoplanet Transmission Spectra
- Evidence for Morning-to-Evening Limb Asymmetry on the Cool Low-Density Exoplanet WASP-107b
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- Ground-Based Transmission Spectroscopy with FORS2: A featureless optical transmission spectrum and detection of HO for the ultra-hot Jupiter WASP-103b
- Convolutional neural networks as an alternative to Bayesian retrievals
- ACCESS: A Visual to Near-infrared Spectrum of the Hot Jupiter WASP-43b with Evidence of , but no evidence of Na or K
- Indications for very high metallicity and absence of methane for the eccentric exo-Saturn WASP-117b
- Can 1D radiative equilibrium models of faculae be used for calculating contamination of transmission spectra?
- Spectral variability of photospheric radiation due to faculae II: Facular contrasts for cool main-sequence stars
- LBT transmission spectroscopy of HAT-P-12b: confirmation of a cloudy atmosphere with no significant alkali features
- Forward modelling of Kepler-band variability due to faculae and spots
- A transmission spectrum of the sub-Earth planet L98-59~b in 1.1-1.7 m
- Tentative Evidence for Water Vapor in the Atmosphere of the Neptune-Size Exoplanet HD 106315 c
- The Hubble PanCET Program: A Metal-rich Atmosphere for the Inflated Hot Jupiter HAT-P-41b
- LRG-BEASTS: Ground-based Detection of Sodium and a Steep Optical Slope in the Atmosphere of the Highly Inflated Hot-Saturn WASP-21b
- The metal-poor atmosphere of a Neptune/Sub-Neptune planet progenitor
- An enhanced slope in the transmission spectrum of the hot Jupiter WASP-104b
- ACCESS: Confirmation of a Clear Atmosphere for WASP-96b and a Comparison of Light Curve Detrending Techniques
- Evaluating Climate Variability Of The Canonical Hot Jupiters Hd 189733b & Hd 209458b Through Multi-epoch Eclipse Observations
- ACCESS: Confirmation of no potassium in the atmosphere of WASP-31b
- Small-scale dynamo in cool main sequence stars. II. The effect of metallicity
- A new method to measure the spectra of transiting exoplanet atmospheres using multi-object spectroscopy
- Obliquity measurement and atmospheric characterization of the WASP-74 planetary system
- Ground-based optical transmission spectrum of the hot Jupiter HAT-P-1b
- The transmission spectrum of WASP-17 b from the optical to the near-infrared wavelengths: combining STIS, WFC3 and IRAC datasets
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- Featureless transmission spectra of 12 giant exoplanets observed by GTC/OSIRIS
- Spatially resolved spectroscopy across stellar surfaces. V. Observational prospects: Toward Earth-like exoplanet detection
- Testing Earth-like atmospheric evolution on exo-Earths through oxygen absorption: required sample sizes and the advantage of age-based target selection
- Detection of an Earth-sized exoplanet orbiting the nearby ultracool dwarf star SPECULOOS-3
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- First Comparative Exoplanetology Within a Transiting Multi-planet System: Comparing the atmospheres of V1298 Tau b and c
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- A Panchromatic Characterization of the Evening and Morning Atmosphere of WASP-107 b: Composition and Cloud Variations, and Insight into the Effect of Stellar Contamination
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- Stellar Models Also Limit Exoplanet Atmosphere Studies in Emission
- Hiding in plain sight: observing planet-starspot crossings with the James Webb Space Telescope
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- ACCESS: An optical transmission spectrum of the high-gravity, hot Jupiter HAT-P-23b
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- On the Effect of Stellar Activity on Low-resolution Transit Spectroscopy and the Use of High Resolution as Mitigation
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- FUMES III: Ultraviolet and Optical Variability of M Dwarf Chromospheres
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- Forward modelling of brightness variations in Sun-like stars -- II. Light curves and variability
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