Searching for NLTE effects in the high-resolution transmission spectrum of WASP-121 b with Cloudy for Exoplanets
arXiv:2402.19352 · doi:10.1093/mnras/stae674
Abstract
Ultra-hot Jupiters (UHJs) undergo intense irradiation by their host stars and are expected to experience non-local thermodynamic equilibrium (NLTE) effects in their atmospheres. Such effects are computationally intensive to model but, at the low pressures probed by high-resolution cross-correlation spectroscopy (HRCCS), can significantly impact the formation of spectral lines. The UHJ WASP-121 b exhibits a highly inflated atmosphere, making it ideal for investigating the impact of NLTE effects on its transmission spectrum. Here, we formally introduce Cloudy for Exoplanets, a Cloudy-based modelling code, and use it to generate 1-D LTE and NLTE atmospheric models and spectra to analyse archival HARPS WASP-121 b transmission spectra. We assessed the models using two HRCCS methods: i) Pearson cross-correlation, and ii) a method that aims to match the average observed line depth for given atmospheric species. All models result in strong detections of Fe I (). However, the highest S/N model (LTE) does not agree with the best-matching model of the average line depth (NLTE). We also find degeneracy, such that increasing the isothermal temperature and metallicity of the LTE models can produce average line depths similar to cooler, less metal rich NLTE models. Thus, we are unable to conclusively remark on the presence of NLTE effects in the atmosphere of WASP-121 b. We instead highlight the need for standardised metrics in HRCCS that enable robust statistical assessment of complex physical models, e.g. NLTE or 3-D effects, that are currently too computationally intensive to include in HRCCS atmospheric retrievals.
arXiv comment23 pages, 19 Figures, accepted for publication in MNRAS
References in corpus (52)
- Astropy: A Community Python Package for Astronomy
- The NumPy array: a structure for efficient numerical computation
- Analytic Lightcurves for Planetary Transit Searches
- A new extensive library of PHOENIX stellar atmospheres and synthetic spectra
- The 'Forbidden' Abundance of Oxygen in the Sun
- petitRADTRANS: a Python radiative transfer package for exoplanet characterization and retrieval
- On the radiative equilibrium of irradiated planetary atmospheres
- A Reappraisal of the Solar Photospheric C/O Ratio
- The Rossiter-McLaughlin effect and analytic radial velocity curves for transiting extrasolar planetary systems
- A new list of thorium and argon spectral lines in the visible
- Retrieving Temperatures and Abundances of Exoplanet Atmospheres with High-Resolution Cross-Correlation Spectroscopy
- Parallel Implementation of the PHOENIX Generalized Stellar Atmosphere Program
- An ultrahot gas-giant exoplanet with a stratosphere
- Atomic iron and titanium in the atmosphere of the exoplanet KELT-9b
- Rotation and winds of exoplanet HD 189733 b measured with high-dispersion transmission spectroscopy
- A spectral survey of an ultra-hot Jupiter: Detection of metals in the transmission spectrum of KELT-9 b
- WASP-121 b: a hot Jupiter in a polar orbit and close to tidal disruption
- Detection of Fe I in the atmosphere of the ultra-hot Jupiter WASP-121b, and a new likelihood-based approach for Doppler-resolved spectroscopy
- TauREx III: A fast, dynamic and extendable framework for retrievals
- The HST PanCET Program: Exospheric Mg II and Fe II in the Near-UV transmission spectrum of WASP-121b using Jitter Decorrelation
- Line-profile tomography of exoplanet transits I: The Doppler shadow of HD 189733b
- Identification of Absorption Features in an Extrasolar Planet Atmosphere
- Photospheric Abundances: Problems, Updates, Implications
- Hot Exoplanet Atmospheres Resolved with Transit Spectroscopy (HEARTS) IV. A spectral inventory of atoms and molecules in the high-resolution transmission spectrum of WASP-121 b
- An optical transmission spectrum for the ultra-hot Jupiter WASP-121b measured with the Hubble Space Telescope
- Detection of He I Å absorption on HD 189733 b with CARMENES high-resolution transmission spectroscopy
- HELIOS-K 2.0 Opacity Calculator and Open-source Opacity Database for Exoplanetary Atmospheres
- Exoplanet Transit Database. Reduction and processing of the photometric data of exoplanet transits
- Atmospheric Rossiter-McLaughlin effect and transmission spectroscopy of WASP-121b with ESPRESSO
- Spectra as Windows into Exoplanet Atmospheres
- Detection of neutral atomic species in the ultra-hot jupiter WASP-121b
- The center-to-limb variation across the Fraunhofer lines of HD 189733; Sampling the stellar spectrum using a transiting planet
- An emission spectrum for WASP-121b measured across the 0.8-1.1 micron wavelength range using the Hubble Space Telescope
- Non-detection of TiO and VO in the atmosphere of WASP-121b using high-resolution spectroscopy
- Relative abundance constraints from high-resolution optical transmission spectroscopy of WASP-121b, and a fast model-filtering technique for accelerating retrievals
- Detection of ionized calcium in the atmosphere of the ultra-hot Jupiter KELT-9b
- An inventory of atomic species in the atmosphere of WASP-121b using UVES high-resolution spectroscopy
- Non-local thermodynamic equilibrium effects determine the upper atmospheric temperature structure of the ultra-hot Jupiter KELT-9b
- A Scaling for Atmospheric Heat Redistribution on Tidally-Locked Rocky Planets
- Neutral Cr and V in the atmosphere of ultra hot jupiter WASP-121 b
- Detection of barium in the atmospheres of the ultra-hot gas giants WASP-76b and WASP-121b
- TPCI: The PLUTO-CLOUDY Interface
- High-resolution detection of neutral oxygen and non-LTE effects in the atmosphere of KELT-9b
- Swift UVOT near-UV transit observations of WASP-121 b
- A JWST NIRSpec Phase Curve for WASP-121b: Dayside Emission Strongest Eastward of the Substellar Point and Nightside Conditions Conducive to Cloud Formation
- Mining the Ultra-Hot Skies of HAT-P-70b: Detection of a Profusion of Neutral and Ionized Species
- Black Mirror: The impact of rotational broadening on the search for reflected light from 51 Pegasi b with high resolution spectroscopy
- A data-driven approach to constraining the atmospheric temperature structure of KELT-9b
- A hydrodynamic study of the escape of metal species and excited hydrogen from the atmosphere of the hot Jupiter WASP-121b
- A quantitative assessment of the VO line list: Inaccuracies hamper high-resolution VO detections in exoplanet atmospheres
- Non-Local Thermodynamic Equilibrium Transmission Spectrum Modelling of HD209458b
- Observability of ultraviolet N I lines in the atmosphere of transiting Earth-like planets
Cited by in corpus (5)
- The open-source sunbather code: modeling escaping planetary atmospheres and their transit spectra
- Titanium chemistry of WASP-121 b with ESPRESSO in 4-UT mode
- The GAPS programme at TNG: TBD. Studies of atmospheric FeII winds in ultra-hot Jupiters KELT-9b and KELT-20b using HARPS-N spectrograph
- A Time-Resolved High-Resolution Spectroscopic Analysis of Ionized Calcium and Dynamical Processes in the Ultra-Hot Jupiter HAT-P-70 b
- NLTE atmospheric modelling of the ultra-hot Jupiter WASP-178b and comparison with UV and optical observations