On the Effect of Stellar Activity on Low-resolution Transit Spectroscopy and the Use of High Resolution as Mitigation
arXiv:2205.09859 · doi:10.3847/1538-3881/ac5e38
Abstract
We present models designed to quantify the effects of stellar activity on exoplanet transit spectroscopy and atmospheric characterization at low (R = 100) and high (R = 100,000) spectral resolution. We study three model classes mirroring planetary system archetypes: a hot Jupiter around an early-K star (HD 189733 b); a mini-Neptune around an early-M dwarf (K2-18 b); and terrestrial planets around a late M dwarf (TRAPPIST-1). We map photospheres with temperatures and radial velocities (RV) and integrate specific intensity stellar models. We obtain transit spectra affected by stellar contamination, the Rossiter--McLaughlin effect (RME), and center-to-limb variations (CLV). We find that, at low resolution, for later-type stars, planetary water features become difficult to distinguish from contamination. Many distributions of unocculted active regions can induce planetary-like features of similar amplitudes in the case of a late M dwarf. Atmospheric characterization of planets around late-type stars will likely continue to suffer from degeneracy with stellar activity unless active regions' parameters can be constrained using additional information. For the early-K star, stellar contamination mostly manifests itself through a slope at optical wavelengths similar to Rayleigh scattering. In all cases, contamination induces offsets in measured planet radii. At high resolution, we show that we can determine the origin of O and CO detection signals and lift the degeneracy observed at low resolution, provided sufficient planet RV variation during transit and adequate correction for the RME and CLV when required. High-resolution spectroscopy may therefore help resolve issues arising from stellar contamination for favorable systems.
arXiv comment27 pages, 18 figures. Published in The Astronomical Journal
References in corpus (56)
- emcee: The MCMC Hammer
- Seven temperate terrestrial planets around the nearby ultracool dwarf star TRAPPIST-1
- Detection of Planetary Transits Across a Sun-like Star
- Detection of an Extrasolar Planet Atmosphere
- batman: BAsic Transit Model cAlculatioN in Python
- A continuum from clear to cloudy hot-Jupiter exoplanets without primordial water depletion
- The orbital motion, absolute mass, and high-altitude winds of exoplanet HD209458b
- ExoMol molecular line lists XXX: a complete high-accuracy line list for water
- petitRADTRANS: a Python radiative transfer package for exoplanet characterization and retrieval
- Infrared Transmission Spectroscopy of the Exoplanets HD209458b and XO-1b Using the Wide Field Camera-3 on the Hubble Space Telescope
- Detection of atmospheric haze on an extrasolar planet: The 0.55 - 1.05 micron transmission spectrum of HD189733b with the Hubble Space Telescope
- ELODIE metallicity-biased search for transiting Hot Jupiters II. A very hot Jupiter transiting the bright K star HD189733
- 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 Transit Light Source Effect: False Spectral Features and Incorrect Densities for M-dwarf Transiting Planets
- The Flat Transmission Spectrum of the Super-Earth GJ1214b from Wide Field Camera 3 on the Hubble Space Telescope
- Water Vapor in the Spectrum of the Extrasolar Planet HD 189733b: 1. the Transit
- Water Vapor and Clouds on the Habitable-Zone Sub-Neptune Exoplanet K2-18b
- ExoMol Molecular linelists -- XXXIII. The spectrum of Titanium Oxide
- Water vapour in the atmosphere of the habitable-zone eight Earth-mass planet K2-18 b
- SOAP 2.0: A tool to estimate the photometric and radial velocity variations induced by stellar spots and plages
- Rotation and winds of exoplanet HD 189733 b measured with high-dispersion transmission spectroscopy
- Evidence for Magnetic Flux Saturation in Rapidly Rotating M Stars
- Hubble Space Telescope times-series photometry of the planetary transit of HD189733: no moon, no rings, starspots
- The Detectability and Characterization of the TRAPPIST-1 Exoplanet Atmospheres with JWST
- A combined transmission spectrum of the Earth-sized exoplanets TRAPPIST-1 b and c
- Detection of Fe I in the atmosphere of the ultra-hot Jupiter WASP-121b, and a new likelihood-based approach for Doppler-resolved spectroscopy
- Detection of titanium oxide in the atmosphere of a hot Jupiter
- Stellar and Planetary Properties of K2 Campaign 1 Candidates and Validation of 17 Planets, Including a Planet Receiving Earth-like Insolation
- Atmospheric characterization of the ultra-hot Jupiter MASCARA-2b/KELT-20b
- 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
- Evolved Climates and Observational Discriminants for the TRAPPIST-1 Planetary System
- The Transit Light Source Effect II: The Impact of Stellar Heterogeneity on Transmission Spectra of Planets Orbiting Broadly Sun-like Stars
- Detectability of biosignatures in anoxic atmospheres with the James Webb Space Telescope: A TRAPPIST-1e case study
- Dust in brown dwarfs and extra-solar planets II. Cloud formation for cosmologically evolving abundances
- Impact of occultations of stellar active regions on transmission spectra: Can occultation of a plage mimic the signature of a blue sky?
- The interior and atmosphere of the habitable-zone exoplanet K2-18b
- Detectability of atmospheric features of Earth-like planets in the habitable zone around M dwarfs
- Spitzer Observations Confirm and Rescue the Habitable-Zone Super-Earth K2-18b for Future Characterization
- The Near-Infrared Transmission Spectra of TRAPPIST-1 Planets b, c, d, e, f, and g and Stellar Contamination in Multi-Epoch Transit Spectra
- The center-to-limb variation across the Fraunhofer lines of HD 189733; Sampling the stellar spectrum using a transiting planet
- Detection of Na, K, and H absorption in the atmosphere of WASP-52b using ESPRESSO
- A Characteristic Transmission Spectrum dominated by HO applies to the majority of HST/WFC3 exoplanet observations
- Multiple water band detections in the CARMENES near-infrared transmission spectrum of HD 189733 b
- The Impact of the Convective Blueshift Effect on Spectroscopic Planetary Transits
- Starspot distributions on fully convective M dwarfs: implications for radial velocity planet searches
- The Impact of Stellar Rotation on the Detectability of Habitable Planets Around M Dwarfs
- Is there NaI in the atmosphere of HD 209458b? Effect of the centre-to-limb variation and Rossiter-McLaughlin effect in transmission spectroscopy studies
- Surprisingly different starspot distributions on the near equal-mass equal-rotation-rate stars in the M dwarf binary GJ 65 AB
- Stellar surface inhomogeneities as a potential source of the atmospheric signal detected in the K2-18 b transmission spectrum
- The CARMENES search for exoplanets around M dwarfs: Convective shift and starspot constraints from chromatic radial velocities
- Molecules as magnetic probes of starspots
- Robust Transiting Exoplanet Radii in the Presence of Starspots from Ingress and Egress Durations
- A Principal Component Analysis-based method to analyse high-resolution spectroscopic data
- Numerical Solution of the Expanding Stellar Atmosphere Problem