The Near-Infrared Transmission Spectra of TRAPPIST-1 Planets b, c, d, e, f, and g and Stellar Contamination in Multi-Epoch Transit Spectra
arXiv:1802.02086 · doi:10.3847/1538-3881/aade4f
Abstract
The seven approximately Earth-sized transiting planets in the \object{TRAPPIST-1} system provide a unique opportunity to explore habitable zone and non-habitable zone small planets within the same system. Its habitable zone exoplanets -- due to their favorable transit depths -- are also worlds for which atmospheric transmission spectroscopy is within reach with the Hubble Space Telescope (HST) and with the James Webb Space Telescope (JWST). We present here an independent reduction and analysis of two \textit{HST} Wide Field Camera 3 (WFC3) near-infrared transit spectroscopy datasets for six planets (b through g). Utilizing our physically-motivated detector charge trap correction and a custom cosmic ray correction routine, we confirm the general shape of the transmission spectra presented by \textbf{\citet{deWit2016, deWit2018}}. Our data reduction approach leads to a 25\% increase in the usable data and reduces the risk of confusing astrophysical brightness variations (e.g., flares) with instrumental systematics. No prominent absorption features are detected in any individual planet's transmission spectra; by contrast, the combined spectrum of the planets shows a suggestive decrease around 1.4\,$\micron$ similar to an inverted water absorption feature. Including transit depths from \textit{K2}, the SPECULOOS-South Observatory, and \textit{Spitzer}, we find that the complete transmission spectrum is fully consistent with stellar contamination owing to the transit light source effect. These spectra demonstrate how stellar contamination can overwhelm planetary absorption features in low-resolution exoplanet transit spectra obtained by \textit{HST} and \textit{JWST} and also highlight the challenges in combining multi epoch observations for planets around rapidly rotating spotted stars.
41 pages, 20 figures. Accepted for publication on AJ on 8/28/2018. Comments and suggestions are welcome
References in corpus (37)
- Seven temperate terrestrial planets around the nearby ultracool dwarf star TRAPPIST-1
- Achieving better than 1 minute accuracy in the Heliocentric and Barycentric Julian Dates
- Measuring the rotation period distribution of field M-dwarfs with Kepler
- Atmospheric Retrieval for Super-Earths: Uniquely Constraining the Atmospheric Composition with Transmission Spectroscopy
- The Transit Light Source Effect: False Spectral Features and Incorrect Densities for M-dwarf Transiting Planets
- Helium in the eroding atmosphere of an exoplanet
- Thermal structure of an exoplanet atmosphere from phase-resolved emission spectroscopy
- Tau-REx I: A next generation retrieval code for exoplanetary atmospheres
- An ultrahot gas-giant exoplanet with a stratosphere
- Observing the Atmospheres of Known Temperate Earth-sized Planets with JWST
- Atmospheric reconnaissance of the habitable-zone Earth-sized planets orbiting TRAPPIST-1
- Strong Brightness Variations Signal Cloudy-to-Clear Transition of Brown Dwarfs
- Dust in Brown Dwarfs and Extra-solar Planets I. Chemical composition and spectral appearance of quasi-static cloud layers
- 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
- Consistent simulations of substellar atmospheres and non-equilibrium dust-cloud formation
- H2O abundances in the atmospheres of three hot Jupiters
- Placing the spotted T Tauri star LkCa 4 on an HR diagram
- Exo-Transmit: An Open-Source Code for Calculating Transmission Spectra for Exoplanet Atmospheres of Varied Composition
- Reconnaissance of the TRAPPIST-1 exoplanet system in the Lyman- line
- Volatile Delivery to Planets from Water-rich Planetesimals around Low Mass Stars
- Temporal evolution of the high-energy irradiation and water content of TRAPPIST-1 exoplanets
- Early 2017 observations of TRAPPIST-1 with
- Evidence for a Dayside Thermal Inversion and High Metallicity for the Hot Jupiter WASP-18b
- Statistical Analysis of Hubble/WFC3 Transit Spectroscopy of Extrasolar Planets
- Stellar activity with LAMOST. I. Spot configuration in Pleiades
- HST Rotational Spectral Mapping of Two L-Type Brown Dwarfs: Variability In and Out of Water Bands Indicates High-Altitude Haze Layers
- Magnetic activity on AB Doradus: Temporal evolution of starspots and differential rotation from 1988 to 1994
- Possible Bright Starspots on TRAPPIST-1
- Surprisingly different starspot distributions on the near equal-mass equal-rotation-rate stars in the M dwarf binary GJ 65 AB
- On Sunspot and Starspot Lifetimes
- Hubble PanCET: An isothermal day-side atmosphere for the bloated gas-giant HAT-P-32Ab
- Spectral variability of photospheric radiation due to faculae I: The Sun and Sun-like stars
- Robust Transiting Exoplanet Radii in the Presence of Starspots from Ingress and Egress Durations
- Non-detection of Contamination by Stellar Activity in the Spitzer Transit Light Curves of TRAPPIST-1
- SPECULOOS: a network of robotic telescopes to hunt for terrestrial planets around the nearest ultracool dwarfs
- Comparative Climates of TRAPPIST-1 planetary system: results from a simple climate-vegetation model
Cited by in corpus (69)
- Thermal emission from the Earth-sized exoplanet TRAPPIST-1 b using JWST
- The Detectability and Characterization of the TRAPPIST-1 Exoplanet Atmospheres with JWST
- High Tide or Riptide on the Cosmic Shoreline? A Water-Rich Atmosphere or Stellar Contamination for the Warm Super-Earth GJ~486b from JWST Observations
- Atmospheric Reconnaissance of TRAPPIST-1 b with JWST/NIRISS: Evidence for Strong Stellar Contamination in the Transmission Spectra
- ACCESS: A featureless optical transmission spectrum for WASP-19b from Magellan/IMACS
- The Transit Light Source Effect II: The Impact of Stellar Heterogeneity on Transmission Spectra of Planets Orbiting Broadly Sun-like Stars
- A JWST transmission spectrum of a nearby Earth-sized exoplanet
- Aerosols in Exoplanet Atmospheres
- An Updated Study of Potential Targets for Ariel
- Disentangling the planet from the star in late type M dwarfs: A case study of TRAPPIST-1g
- A review of possible planetary atmospheres in the TRAPPIST-1 system
- The SPHINX M-dwarf Spectral Grid. I. Benchmarking New Model Atmospheres to Derive Fundamental M-Dwarf Properties
- Exoplanet Spectroscopy and Photometry with the Twinkle Space Telescope
- Hubble WFC3 Spectroscopy of the Habitable-zone Super-Earth LHS 1140 b
- TRAPPIST-1: Global Results of the Spitzer Exploration Science Program {\it Red Worlds}
- Limits on Clouds and Hazes for the TRAPPIST-1 Planets
- Analyzing Atmospheric Temperature Profiles and Spectra of M dwarf Rocky Planets
- Stellar surface inhomogeneities as a potential source of the atmospheric signal detected in the K2-18 b transmission spectrum
- A Hubble PanCET Study of HAT-P-11b: A Cloudy Neptune with a Low Atmospheric Metallicity
- Utilizing Small Telescopes Operated by Citizen Scientists for Transiting Exoplanet Follow-up
- The Influence of Stellar Contamination on the Interpretation of Near Infrared Transmission Spectra of Sub-Neptune Worlds around M-Dwarfs
- Detectability of Molecular Signatures on TRAPPIST-1e through Transmission Spectroscopy Simulated for Future Space-Based Observatories
- A detailed analysis of the Gl 486 planetary system
- The Detectability of Rocky Planet Surface and Atmosphere Composition with JWST: The Case of LHS 3844b
- O2- and CO-Rich Atmospheres for Potentially Habitable Environments on TRAPPIST-1 Planets
- Into the UV: The Atmosphere of the Hot Jupiter HAT-P-41b Revealed
- A Thousand Earths: A Very Large Aperture, Ultralight Space Telescope Array for Atmospheric Biosignature Surveys
- A roadmap for the atmospheric characterization of terrestrial exoplanets with JWST
- Do the TRAPPIST-1 Planets Have Hydrogen-rich Atmospheres?
- The First Habitable Zone Earth-sized Planet from TESS. III: Climate States and Characterization Prospects for TOI-700 d
- Toward Robust Corrections for Stellar Contamination in JWST Exoplanet Transmission Spectra
- Near-infrared transmission spectrum of TRAPPIST-1 h using Hubble WFC3 G141 observations
- Cleaning our Hazy Lens: Exploring Trends in Transmission Spectra of Warm Exoplanets
- Detecting the proposed CH4-CO2 biosignature pair with the James Webb Space Telescope: TRAPPIST-1e and the effect of cloud/haze
- EDEN: Sensitivity Analysis and Transiting Planet Detection Limits for Nearby Late Red Dwarfs
- ACCESS: A Visual to Near-infrared Spectrum of the Hot Jupiter WASP-43b with Evidence of , but no evidence of Na or K
- High-Resolution Transmission Spectroscopy of the Terrestrial Exoplanet GJ 486b
- ACCESS: Ground-based Optical Transmission Spectroscopy of the Hot Jupiter WASP-4b
- A transmission spectrum of the sub-Earth planet L98-59~b in 1.1-1.7 m
- JWST-TST DREAMS: NIRSpec/PRISM Transmission Spectroscopy of the Habitable Zone Planet TRAPPIST-1 e
- The TRAPPIST-1 JWST Community Initiative
- Ground-based follow-up observations of TRAPPIST-1 transits in the near-infrared
- Exoplanet Transits with Next-Generation Radio Telescopes
- Transmission spectroscopy of WASP-52 b with JWST NIRISS: Water and helium atmospheric absorption, alongside prominent star-spot crossings
- Testing Earth-like atmospheric evolution on exo-Earths through oxygen absorption: required sample sizes and the advantage of age-based target selection
- Exploring A Photospheric Radius Correction to Model Secondary Eclipse Spectra for Transiting Exoplanets
- Stellar Models Also Limit Exoplanet Atmosphere Studies in Emission
- ACCESS: An optical transmission spectrum of the high-gravity, hot Jupiter HAT-P-23b
- On the Effect of Stellar Activity on Low-resolution Transit Spectroscopy and the Use of High Resolution as Mitigation
- The need for a public forecast of stellar activity to optimise exoplanet radial velocity detections & transmission spectroscopy
- Rapid-then-slow migration reproduces mass distribution of TRAPPIST-1 system
- Follow the Water: Finding Water, Snow and Clouds on Terrestrial Exoplanets with Photometry and Machine Learning
- Phase Modeling of the TRAPPIST-1 Planetary Atmospheres
- Determination of stellar parameters for Ariel targets: a comparison analysis between different spectroscopic methods
- An HST Transmission Spectrum of the Closest M-Dwarf Transiting Rocky Planet LTT 1445Ab
- Contemporaneous Observations of Luminosities and Photometric Amplitudes for M Dwarfs
- The Pandora SmallSat: A Low-Cost, High Impact Mission to Study Exoplanets and Their Host Stars
- The Pandora SmallSat: Multiwavelength Characterization of Exoplanets and their Host Stars
- Quantifying the Impact of Starspot-Crossing Events on Retrieved Parameters from Transit Lightcurves
- Detecting Atmospheric Molecules of Temperate Terrestrial Exoplanets using High-Resolution Spectroscopy in the Mid Infrared Domain
- The Featureless HST/WFC3 Transmission Spectrum of the Rocky Exoplanet GJ 1132b: No Evidence For A Cloud-Free Primordial Atmosphere and Constraints on Starspot Contamination
- A Venus in the Making? Predictions for JWST Observations of the Ultracool M-Dwarf planet LP 890-9 c
- The Oxyometer: A Novel Instrument Concept for Characterizing Exoplanet Atmospheres
- The Super-Earth Opportunity - Search for Habitable Exoplanets in the 2020s
- Diversity of Exoplanets
- Where does the simplified Stellar Contamination Model fail in Exoplanet Transmission Spectroscopy?
- New models of reflection spectra for terrestrial exoplanets: Present and prebiotic Earth orbiting around stars of different spectral types
- A Panchromatic JWST Spectrum of a Giant Starspot on the Fully Convective M-dwarf TOI-3884
- Photochemistry and Spectral Characterization of Temperate and Gas-Rich Exoplanets