Exoplanet atmosphere retrievals in 3D using phase curve data with ARCiS: application to WASP-43b
arXiv:2206.09738 · doi:10.1051/0004-6361/202142800
Abstract
Aims. To create a retrieval framework which encapsulates the 3D nature of exoplanet atmospheres, and to apply it to observed emission phase curve and transmission spectra of hot Jupiter exoplanet WASP-43b. Methods. We present our 3D framework, which is freely available as a stand-alone module from GitHub. We use the atmospheric modelling and Bayesian retrieval package ARCiS (ARtful modelling Code for exoplanet Science) to perform 8 3D retrievals on simultaneous transmission (HST/WFC3) and phase-dependent emission (HST/WFC3, Spitzer/IRAC) observations of WASP-43b as a case study. We assess how input assumptions affect our retrieval outcomes. In particular we look at constraining equilibrium chemistry vs a free molecular retrieval, the case of no clouds vs parametrised clouds, and using Spitzer phase data that have been reduced from two different literature sources. For the free chemistry retrievals, we retrieve abundances of H2O, CH4, CO, CO2, AlO, and NH3 as a function of phase, with many more species considered for the equilibrium chemistry retrievals. Results. We find consistent super-solar C/O (0.6-0.9) and super-solar metallicities (1.7-2.9 dex) for all retrieval setups that assume equilibrium chemistry. Atmospheric heat distribution, hotspot shift (15.6 vs 4.5 for different Spitzer datasets), and temperature structure are influenced by the Spitzer emission phase data. Comparisons are made with other studies of WASP-43b, including available GCM simulations. Conclusions. The parametrised 3D setup we have developed provides a valuable tool to analyse extensive observational datasets such as spectroscopic phase curves. Near-future observations with missions such as the James Webb Space Telescope (JWST) and Ariel will greatly improve our understanding of the atmospheres of exoplanets such as WASP-43b.
31 pages; published in A&A
References in corpus (66)
- Bayes in the sky: Bayesian inference and model selection in cosmology
- petitRADTRANS: a Python radiative transfer package for exoplanet characterization and retrieval
- On the radiative equilibrium of irradiated planetary atmospheres
- A Precise Water Abundance Measurement for the Hot Jupiter WASP-43b
- The imprint of exoplanet formation history on observable present-day spectra of hot Jupiters
- Thermal structure of an exoplanet atmosphere from phase-resolved emission spectroscopy
- Tau-REx I: A next generation retrieval code for exoplanetary atmospheres
- ExoMol molecular line lists XXXV: a rotation-vibration line list for hot ammonia
- ExoMol molecular line lists - XVI: The rotation-vibration spectrum of hot HS
- The 2020 release of the ExoMol database: molecular line lists for exoplanet and other hot atmospheres
- Mass-Metallicity Trends in Transiting Exoplanets from Atmospheric Abundances of HO, Na, and K
- ExoMol line lists XVIII. The high temperature spectrum of VO
- ExoMol line lists -- XXXIX. Ro-vibrational molecular line list for CO
- Observing transiting planets with JWST -- Prime targets and their synthetic spectral observations
- Spitzer Phase Curve Constraints for WASP-43b at 3.6 and 4.5 microns
- ExoMol line lists VII: The rotation-vibration spectrum of phosphine up to 1500 K
- A hybrid line list for CH and hot methane continuum
- The ExoMolOP Database: Cross-sections and k-tables for Molecules of Interest in High-Temperature Exoplanet Atmospheres
- The Atmospheric Circulation of the Hot Jupiter WASP-43b: Comparing Three-Dimensional Models to Spectrophotometric Data
- On the Absorption and Redistribution of Energy in Irradiated Planets
- Self-luminous and irradiated exoplanetary atmospheres explored with HELIOS
- ExoMol molecular line lists V: The ro-vibrational spectra of NaCl and KCl
- ExoMol molecular line lists -- XXXVII: spectra of acetylene
- ExoMol molecular line lists: IX The spectrum of AlO
- Effects of a fully 3D atmospheric structure on exoplanet transmission spectra: retrieval biases due to day-night temperature gradients
- The Impact of Non-Uniform Thermal Structure on the Interpretation of Exoplanet Emission Spectra
- Why is it so Cold in Here?: Explaining the Cold Temperatures Retrieved from Transmission Spectra of Exoplanet Atmospheres
- Exploring Biases of Atmospheric Retrievals in Simulated JWST Transmission Spectra of Hot Jupiters
- Excess C/O and C/H in outer protoplanetary disk gas
- Retrieval of Exoplanet Emission Spectra with HyDRA
- The ARCiS framework for Exoplanet Atmospheres: Modelling Philosophy and Retrieval
- ExoMol line lists VIII: A variationally computed line list for hot formaldehyde
- Understanding and Mitigating Biases when Studying Inhomogeneous Emission Spectra with JWST
- Connecting planet formation and astrochemistry: A main sequence for C/O in hot-exoplanetary atmospheres
- Strong biases in retrieved atmospheric composition caused by strong day-night chemical heterogeneities
- Toward the analysis of JWST exoplanet spectra: Identifying troublesome model parameters
- The ARCiS framework for Exoplanet Atmospheres: The Cloud Transport Model
- The origin of the high metallicity of close-in giant exoplanets: Combined effect of the resonant and aerodynamic shepherding
- TRIDENT: A Rapid 3D Radiative Transfer Model for Exoplanet Transmission Spectra
- A Significant Increase in Detection of High-Resolution Emission Spectra Using a Three-Dimensional Atmospheric Model of a Hot Jupiter
- A Comprehensive Reanalysis of 's 4.5 m Phase Curves, and the Phase Variations of the Ultra-hot Jupiters MASCARA-1b and KELT-16b
- Cloud property trends in hot and ultra-hot giant gas planets (WASP-43b, WASP-103b, WASP-121b, HAT-P-7b, and WASP-18b)
- 3D radiative-transfer for exoplanet atmospheres. gCMCRT: a GPU accelerated MCRT code
- On The Compatibility of Ground-based and Space-based Data: WASP-96 b, An Example
- The calculated rovibronic spectrum of scandium hydride, ScH
- Outstanding Challenges of Exoplanet Atmospheric Retrievals
- Revisiting the Energy Budget of WASP-43b: Enhanced day-night heat transport
- Implementation of disequilibrium chemistry to spectral retrieval code ARCiS and application to sixteen exoplanet transmission spectra: Indication of disequilibrium chemistry for HD 209458b and WASP-39b
- Exomol molecular line lists VI: A high temperature line list for Phosphorus Nitride
- 2D Retrieval Frameworks for Hot Jupiter Phase Curves
- Mineral cloud and hydrocarbon haze particles in the atmosphere of the hot Jupiter JWST target WASP-43b
- Introducing a New Spitzer Master BLISS Map to Remove the Instrument-Systematic -- Phase-Curve-Parameter Degeneracy, as Demonstrated by a Reanalysis of the 4.5 WASP-43b Phase Curve
- ExoMol line lists XV: A new hot line list for hydrogen peroxide
- Aluminium oxide in the atmosphere of hot Jupiter WASP-43b
- An exploration of model degeneracies with a unified phase curve retrieval analysis: The light and dark sides of WASP-43 b
- ACCESS: A Visual to Near-infrared Spectrum of the Hot Jupiter WASP-43b with Evidence of , but no evidence of Na or K
- Numerical Convergence of Hot-Jupiter Atmospheric Flow Solutions
- TauREx3 PhaseCurve: A 1.5D model for phase curve description
- Toward a multidimensional analysis of transmission spectroscopy. Part I: Computation of transmission spectra using a 1D, 2D, or 3D atmosphere structure
- The Dark World: A Tale of WASP-43b in Reflected Light with HST WFC3/UVIS
- The origin of the high metallicity of close-in giant exoplanets II The nature of the sweet spot for accretion
- Longitudinally Resolved Spectral Retrieval (ReSpect) of WASP-43b
- Coupled Day-Night Models of Exoplanetary Atmospheres
- Is the orbit of the exoplanet WASP-43b really decaying? TESS and MuSCAT2 observations confirm no detection
- Retrieving Exoplanet Atmospheres using Planetary Infrared Excess: Prospects for the Nightside of WASP-43 b and other Hot Jupiters
- Global Chemistry and Thermal Structure Models for the Hot Jupiter WASP-43b and Predictions for JWST
Cited by in corpus (19)
- Combined analysis of the 12.8 and 15 JWST/MIRI eclipse observations of TRAPPIST-1 b
- 15NH3 in the atmosphere of a cool brown dwarf
- The ESO SupJup Survey I: Chemical and isotopic characterisation of the late L-dwarf DENIS J0255-4700 with CRIRES
- The ESO SupJup Survey III: Confirmation of 13CO in YSES 1 b and Atmospheric Detection of YSES 1 c with CRIRES+
- A Catalogue of Exoplanet Atmospheric Retrieval Codes
- Retrieval of the dayside atmosphere of WASP-43b with CRIRES+
- Clouds form on the hot Saturn JWST ERO target WASP-96b
- Temperature Structures Associated with Different Components of the Atmospheric Circulation on Tidally Locked Exoplanets
- Evidence for SiO cloud nucleation in the rogue planet PSO J318
- Dynamics and Clouds in Planetary Atmospheres from Telescopic Observations
- Global Chemical Transport on Hot Jupiters: Insights from 2D VULCAN photochemical model
- Day-night transport induced chemistry and clouds on WASP-39b I: Gas-phase composition
- A formally motivated retrieval framework applied to the high resolution transmission spectrum of HD 189733 b
- ExoLyn: a golden mean approach to multi-species cloud modelling in atmospheric retrieval
- Why heterogeneous cloud particles matter: Iron-bearing species and cloud particle morphology affects exoplanet transmission spectra
- Parameterizing pressure-temperature profiles of exoplanet atmospheres with neural networks
- Enhancing 3D Planetary Atmosphere Simulations with a Surrogate Radiative Transfer Model
- Signature of the atmospheric asymmetries of hot and ultra-hot Jupiters in lightcurves
- Detection of CO, CO, and HO in the atmosphere of the warm sub-Saturn HAT-P-12b