Optimal Estimation Retrievals of the Atmospheric Structure and Composition of HD 189733b from Secondary Eclipse Spectroscopy
arXiv:1110.2934 · doi:10.1111/j.1365-2966.2011.20013.x
Abstract
Recent spectroscopic observations of transiting hot Jupiters have permitted the derivation of the thermal structure and molecular abundances of H2O, CO2, CO, and CH4 in these extreme atmospheres. Here, for the first time, we apply the technique of optimal estimation to determine the thermal structure and composition of an exoplanet by solving the inverse problem. The development of a suite of radiative transfer and retrieval tools for exoplanet atmospheres is described, building upon a retrieval algorithm which is extensively used in the study of our own solar system. First, we discuss the plausibility of detection of different molecules in the dayside atmosphere of HD 189733b and the best-fitting spectrum retrieved from all publicly available sets of secondary eclipse observations between 1.45 and 24 μm. Additionally, we use contribution functions to assess the vertical sensitivity of the emission spectrum to temperatures and molecular composition. Over the altitudes probed by the contribution functions, the retrieved thermal structure shows an isothermal upper atmosphere overlying a deeper adiabatic layer (temperature decreasing with altitude), which is consistent with previously-reported dynamical and observational results. The formal uncertainties on retrieved parameters are estimated conservatively using an analysis of the cross-correlation functions and the degeneracy between different atmospheric properties. The formal solution of the inverse problem suggests that the uncertainties on retrieved parameters are larger than suggested in previous studies, and that the presence of CO and CH4 is only marginally supported by the available data. Nevertheless, by including as broad a wavelength range as possible in the retrieval, we demonstrate that available spectra of HD 189733b can constrain a family of potential solutions for the atmospheric structure.
13 pages, 10 figures, 1 table, Accepted for publication in MNRAS
References in corpus (11)
- Detection of atmospheric haze on an extrasolar planet: The 0.55 - 1.05 micron transmission spectrum of HD189733b with the Hubble Space Telescope
- Sodium Absorption From the Exoplanetary Atmosphere of HD189733b Detected in the Optical Transmission Spectrum
- Possible thermochemical disequilibrium in the atmosphere of the exoplanet GJ 436b
- The Broadband Infrared Emission Spectrum of the Exoplanet HD 189733b
- Strong Water Absorption in the Dayside Emission Spectrum of the Planet HD 189733b
- Theoretical Spectra and Light Curves of Close-in Extrasolar Giant Planets and Comparison with Data
- Strong Infrared Emission from the Extrasolar Planet HD189733b
- Atmospheric Circulation of Hot Jupiters: Three-dimensional circulation models of HD 209458b and HD 189733b with Simplified Forcing
- Determining atmospheric conditions at the terminator of the hot-Jupiter HD209458b
- Infrared Transmission Spectra for Extrasolar Giant Planets
- Analysis of Spitzer Spectra of Irradiated Planets: Evidence for Water Vapor?
Cited by in corpus (123)
- petitRADTRANS: a Python radiative transfer package for exoplanet characterization and retrieval
- The prevalence of dust on the exoplanet HD 189733b from Hubble and Spitzer observations
- Characterizing transiting exoplanet atmospheres with JWST
- A Systematic Retrieval Analysis of Secondary Eclipse Spectra I: A Comparison of Atmospheric Retrieval Techniques
- 3D mixing in hot Jupiter atmospheres. I. application to the day/night cold trap in HD 209458b
- From thermal dissociation to condensation in the atmospheres of ultra hot Jupiters: WASP-121b in context
- Compositional diversity in the atmospheres of hot Neptunes, with application to GJ 436b
- Chemical consequences of the C/O ratio on hot Jupiters: Examples from WASP-12b,CoRoT-2b, XO-1b, and HD 189733b
- HD 209458b in New Light: Evidence of Nitrogen Chemistry, Patchy Clouds and Sub-Solar Water
- Tau-REx I: A next generation retrieval code for exoplanetary atmospheres
- Retrieving Temperatures and Abundances of Exoplanet Atmospheres with High-Resolution Cross-Correlation Spectroscopy
- Detection of carbon monoxide in the high-resolution day-side spectrum of the exoplanet HD 189733b
- Retrieving scattering clouds and disequilibrium chemistry in the atmosphere of HR 8799e
- A Systematic Retrieval Analysis of Secondary Eclipse Spectra II: A Uniform Analysis of Eight Planets and Their C to O Ratios
- Exoplanetary Atmospheres - Chemistry, Formation Conditions, and Habitability
- On the Cool Side: Modeling the Atmospheres of Brown Dwarfs and Giant Planets
- HELIOS-K: An Ultrafast, Open-source Opacity Calculator for Radiative Transfer
- A consistent retrieval analysis of 10 Hot Jupiters observed in transmission
- No Thermal Inversion and a Solar Water Abundance for the Hot Jupiter HD209458b from HST WFC3 Emission Spectroscopy
- Uniform Atmospheric Retrieval Analysis of Ultracool Dwarfs I: Characterizing Benchmarks, Gl570D and HD3651B
- The ExoMolOP Database: Cross-sections and k-tables for Molecules of Interest in High-Temperature Exoplanet Atmospheres
- Tau-REx II: Retrieval of emission spectra
- Habitable worlds with JWST: transit spectroscopy of the TRAPPIST-1 system?
- Understanding Trends Associated with Clouds in Irradiated Exoplanets
- Pseudo 2D chemical model of hot Jupiter atmospheres: application to HD 209458b and HD 189733b
- H2O abundances in the atmospheres of three hot Jupiters
- Information Content of Exoplanetary Transit Spectra: An Initial Look
- Towards the Minimum Inner Edge Distance of the Habitable Zone
- Atmospheric escape from HD 189733b observed in HI Lyman-alpha: detailed analysis of HST/STIS September 2011 observations
- A Gemini ground-based transmission spectrum of WASP-29b: a featureless spectrum from 515 to 720nm
- GENESIS: New Self-Consistent Models of Exoplanetary Spectra
- Transit spectroscopy with JWST: Systematics, starspots and stitching
- Probing the extreme planetary atmosphere of WASP-12b
- Chemical Kinetics on Extrasolar Planets
- Uniform Atmospheric Retrieval Analysis of Ultracool Dwarfs II: Properties of 11 T-dwarfs
- Aerosols in Exoplanet Atmospheres
- Characterizing Earth Analogs in Reflected Light: Atmospheric Retrieval Studies for Future Space Telescopes
- Detection of Ocean Glint and Ozone Absorption Using LCROSS Earth Observations
- Exploring Biases of Atmospheric Retrievals in Simulated JWST Transmission Spectra of Hot Jupiters
- EChO - Exoplanet Characterisation Observatory
- Retrieval of Exoplanet Emission Spectra with HyDRA
- Atmospheric Retrieval Analysis of the Directly Imaged Exoplanet HR 8799b
- The optical transmission spectrum of the hot Jupiter HAT-P-32b: clouds explain the absence of broad spectral features?
- Titan solar occultation observations reveal transit spectra of a hazy world
- Composition of Early Planetary Atmospheres I: Connecting Disk Astrochemistry to the Formation of Planetary Atmospheres
- PLATON II: New Capabilities And A Comprehensive Retrieval on HD 189733b Transit and Eclipse Data
- Atmospheric Regimes and Trends on Exoplanets and Brown Dwarfs
- Features in the Broadband Eclipse Spectra of Exoplanets: Signal or Noise?
- C/O Ratios of Stars with Transiting Hot Jupiter Exoplanets
- From planetesimals to planets: volatile molecules
- Analytical Models of Exoplanetary Atmospheres. II. Radiative Transfer via the Two-stream Approximation
- A Near-Infrared Transmission Spectrum for the Warm Saturn HAT-P-12b
- Disentangling degenerate solutions from primary transit and secondary eclipse spectroscopy of exoplanets
- Water vapor in the spectrum of the extrasolar planet HD 189733b: 2. The eclipse
- Clouds on the hot Jupiter HD189733b: constraints from the reflection spectrum
- Deciphering thermal phase curves of dry, tidally locked terrestrial planets
- A comparison of exoplanet spectroscopic retrieval tools
- Multiple water band detections in the CARMENES near-infrared transmission spectrum of HD 189733 b
- A Uniform Retrieval Analysis of Ultracool Dwarfs. III. Properties of Y-Dwarfs
- Water vapor detection in the transmission spectra of HD 209458 b with the CARMENES NIR channel
- Unveiling cloudy exoplanets: the influence of cloud model choices on retrieval solutions
- Aurora: A Generalised Retrieval Framework for Exoplanetary Transmission Spectra
- Constraining the atmosphere of GJ 1214b using an optimal estimation technique
- Atmospheric Retrieval of Exoplanets
- A transition between the hot and the ultra-hot Jupiter atmospheres
- Diurnal variations in the stratosphere of the ultrahot giant exoplanet WASP-121b
- Patchy Forsterite Clouds in the Atmospheres of Two Highly Variable Exoplanet Analogs
- A Systematic Retrieval Analysis of Secondary Eclipse Spectra III: Diagnosing Chemical Disequilibrium in Planetary Atmospheres
- Updated Spitzer Emission Spectroscopy of Bright Transiting Hot Jupiter HD189733b
- The Implications of 3D Thermal Structure on 1D Atmospheric Retrieval
- Effect of Pressure Broadening on Molecular Absorption Cross Sections in Exoplanetary Atmospheres
- Composition of Early Planetary Atmospheres II: Coupled Dust and Chemical Evolution in Protoplanetary Disks
- WASP-127b transmission spectrum]{Abundance measurements of HO and carbon-bearing species in the atmosphere of WASP-127b confirm its super-solar metallicity
- A comparison of chemical models of exoplanet atmospheres enabled by TauREx 3.1
- Dreaming of atmospheres
- A precise optical transmission spectrum of the inflated exoplanet WASP-52b
- Outstanding Challenges of Exoplanet Atmospheric Retrievals
- The Water Abundance of the Directly Imaged Substellar Companion κ And b Retrieved from a Near Infrared Spectrum
- The Dawes Review 3: The Atmospheres of Extrasolar Planets and Brown Dwarfs
- Chemical Timescales in the Atmospheres of Highly Eccentric Exoplanets
- Alkaline Exospheres of Exoplanet Systems: Evaporative Transmission Spectra
- Molecular Detectability in Exoplanetary Emission Spectra
- An analytical formalism accounting for clouds and other "surfaces" for exoplanet transmission spectroscopy
- 2D Retrieval Frameworks for Hot Jupiter Phase Curves
- 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
- Warm Spitzer and Palomar Near-IR Secondary Eclipse Photometry of Two Hot Jupiters: WASP-48b and HAT-P-23b
- On the Detection of Molecules in the Atmosphere of HD189733b using HST NICMOS Transmission Spectroscopy
- Characterization of potentially habitable planets: Retrieval of atmospheric and planetary properties from emission spectra
- 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
- Aura-3D: A Three-dimensional Atmospheric Retrieval Framework for Exoplanet Transmission Spectra
- The EChO science case
- A Catalogue of Exoplanet Atmospheric Retrieval Codes
- Observed spectral energy distribution of the thermal emission from the dayside of WASP-46b
- Polarized Radiative Transfer in Planetary Atmospheres and the Polarization of Exoplanets
- 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 Hubble PanCET Program: A Metal-rich Atmosphere for the Inflated Hot Jupiter HAT-P-41b
- The Transit Spectra of Earth and Jupiter
- A retrieval challenge exercise for the Ariel mission
- Optimal Measures for Characterizing Water-rich Super-Earths
- YunMa: Enabling Spectral Retrievals of Exoplanetary Clouds
- WASP-121b's transmission spectrum observed with JWST/NIRSpec G395H reveals thermal dissociation and SiO in the atmosphere
- Remote sensing of exoplanetary atmospheres with ground-based high-resolution near-infrared spectroscopy
- Resolving nonuniform temperature distributions with single-beam absorption spectroscopy. Part II: Implementation from broadband spectra
- A formally motivated retrieval framework applied to the high resolution transmission spectrum of HD 189733 b
- Knobs and dials of retrieving JWST transmission spectra. I. The importance of p-T profile complexity
- Temperature-chemistry coupling in the evolution of gas giant atmospheres driven by stellar flares
- CROCODILE \\ Incorporating medium-resolution spectroscopy of close-in directly imaged exoplanets into atmospheric retrievals via cross-correlation
- Radiative Transfer and Inversion codes for characterizing planetary atmospheres: an overview
- The role of cloud particle properties on WASP-39b transmission spectrum based on JWST/NIRSpec observations
- Galactic planetary science
- Exoplanet atmospheres with EChO: spectral retrievals using EChOSim
- A re-analysis of equilibrium chemistry in five hot Jupiters
- Differentiable Modeling of Planet and Substellar Atmosphere: High-Resolution Emission, Transmission, and Reflection Spectroscopy with ExoJAX2
- Effect of Centrifugal Force on Transmission Spectroscopy of Exoplanet Atmospheres
- Exploring the Diversity of Jupiter-Class Planets (Discussion Meeting Contribution)
- Transverse Vector Decomposition Method for Analytical Inversion of Exoplanet Transit Spectra
- HyDRo: Atmospheric Retrieval of Rocky Exoplanets in Thermal Emission
- Assessment of a Physics-based Retrieval of Exoplanet Atmospheric Temperatures from Infrared Emission Spectra
- Precision Time-series Photometry in the Thermal Infrared with a 'Wall-Eyed' Pointing Mode at the Large Binocular Telescope
- Impact of Variable Photospheric Radius on Exoplanet Atmospheric Retrievals