Constraining the atmosphere of GJ 1214b using an optimal estimation technique
arXiv:1306.6567 · doi:10.1093/mnras/stt1204
Abstract
We explore cloudy, extended H2-He atmosphere scenarios for the warm super-Earth GJ 1214b using an optimal estimation retrieval technique. This planet, orbiting an M4.5 star only 13 pc from the Earth, is of particular interest because it lies between the Earth and Neptune in size and may be a member of a new class of planet that is neither terrestrial nor gas giant. Its relatively flat transmission spectrum has so far made atmospheric characterisation difficult. The NEMESIS algorithm (Irwin et al. 2008) is used to explore the degenerate model parameter space for a cloudy, H2-He-dominated atmosphere scenario. Optimal estimation is a data-led approach that allows solutions beyond the range permitted by ab initio equilibrium model atmosphere calculations, and as such prevents restriction from prior expectations. We show that optimal estimation retrieval is a powerful tool for this kind of study, and present an exploration of the degenerate atmospheric scenarios for GJ 1214b. Whilst we find a family of solutions that provide a very good fit to the data, the quality and coverage of these data are insufficient for us to more precisely determine the abundances of cloud and trace gases given an H2-He atmosphere, and we also cannot rule out the possibility of a high molecular weight atmosphere. Future ground- and space-based observations will provide the opportunity to confirm or rule out an extended H2-He atmosphere, but more precise constraints will be limited by intrinsic degeneracies in the retrieval problem, such as variations in cloud top pressure and temperature.
15 pages, 13 figures, 10 tables. Accepted for publication in MNRAS
References in corpus (4)
- HST/STIS Optical Transit Transmission Spectra of the hot-Jupiter HD209458b
- Theoretical Transit Spectra for GJ 1214b and Other "Super-Earths"
- Spitzer Transits of the Super-Earth GJ1214b and Implications for Its Atmosphere
- The Transiting System GJ1214: High-Precision Defocused Transit Observations and a Search for Evidence of Transit Timing Variation
Cited by in corpus (37)
- Characterizing transiting exoplanet atmospheres with JWST
- A population study of gaseous exoplanets
- Exoplanet Biosignatures: Understanding Oxygen as a Biosignature in the Context of Its Environment
- Tau-REx I: A next generation retrieval code for exoplanetary atmospheres
- Exoplanet Biosignatures: A Framework for Their Assessment
- A consistent retrieval analysis of 10 Hot Jupiters observed in transmission
- Observations of Exoplanet Atmospheres
- Constraining Exoplanet Mass from Transmission Spectroscopy
- Retrieval of atmospheric properties of cloudy L dwarfs
- Transit spectroscopy with JWST: Systematics, starspots and stitching
- Uniform Atmospheric Retrieval Analysis of Ultracool Dwarfs II: Properties of 11 T-dwarfs
- The optical transmission spectrum of the hot Jupiter HAT-P-32b: clouds explain the absence of broad spectral features?
- Atmospheres of Brown Dwarfs
- Clouds on the hot Jupiter HD189733b: constraints from the reflection spectrum
- 2.5-D retrieval of atmospheric properties from exoplanet phase curves: Application to WASP-43b observations
- Updated Spitzer Emission Spectroscopy of Bright Transiting Hot Jupiter HD189733b
- Telling twins apart: Exo-Earths and Venuses with transit spectroscopy
- An analytical formalism accounting for clouds and other "surfaces" for exoplanet transmission spectroscopy
- Atmospheric Retrieval for Direct Imaging Spectroscopy of Gas Giants In Reflected Light II: Orbital Phase and Planetary Radius
- An Approach for Retrieving Temperatures and Abundances in Brown Dwarf Atmospheres
- Assessment of Supervised Machine Learning for Atmospheric Retrieval of Exoplanets
- A data-driven approach to constraining the atmospheric temperature structure of KELT-9b
- Molecular mapping of the PDS70 system: No molecular absorption signatures from the forming planet PDS70 b
- Narrow-K-Band Observations of the GJ 1214 System
- JWST Transit Spectra I: Exploring Potential Biases and Opportunities in Retrievals of Tidally-locked Hot Jupiters with Clouds and Hazes
- Large Binocular Telescope view of the atmosphere of GJ1214b
- The EChO science case
- Transmission Spectroscopy with the ACE-FTS Infrared Spectral Atlas of Earth: A Model Validation and Feasibility Study
- Ground-Based Transmission Spectroscopy with FORS2: A featureless optical transmission spectrum and detection of HO for the ultra-hot Jupiter WASP-103b
- The Transit Spectra of Earth and Jupiter
- EChOSim: The Exoplanet Characterisation Observatory software simulator
- Remote sensing of exoplanetary atmospheres with ground-based high-resolution near-infrared spectroscopy
- Out-of-Transit Refracted Light in the Atmospheres of Transiting and Non-Transiting Exoplanets
- Exoplanet atmospheres with EChO: spectral retrievals using EChOSim
- SVEEEETIES: Singular vector expansion to estimate Earth-like exoplanet temperatures from infrared emission spectra
- Maps and Masses of Transiting Exoplanets: Towards New Insights into Atmospheric and Interior Properties of Planets
- Assessment of a Physics-based Retrieval of Exoplanet Atmospheric Temperatures from Infrared Emission Spectra