Retrieving scattering clouds and disequilibrium chemistry in the atmosphere of HR 8799e

TL;DR

This study develops a flexible retrieval framework to analyze exoplanet atmospheres, successfully constraining the C/O ratio of HR 8799e and demonstrating the importance of cloud modeling and disequilibrium chemistry in spectral interpretation.

Contribution

It introduces a new retrieval approach coupling radiative transfer with multiple scattering, testing different cloud models, and applying it to directly imaged exoplanets to robustly determine atmospheric composition.

Findings

The atmosphere of HR 8799e is cloudy with disequilibrium chemistry.

The C/O ratio of HR 8799e is approximately 0.60, consistent across models.

Retrievals are feasible with current high-sensitivity instruments.

Abstract

Clouds are ubiquitous in exoplanet atmospheres and represent a challenge for the model interpretation of their spectra. Complex cloud models are too numerically costly for generating a large number of spectra, while more efficient models may be too strongly simplified. We aim to constrain the atmospheric properties of the directly imaged planet HR 8799e with a free retrieval approach. We use our radiative transfer code petitRADTRANS for generating spectra, which we couple to the PyMultiNest tool. We added the effect of multiple scattering which is important for treating clouds. Two cloud model parameterizations are tested: the first incorporates the mixing and settling of condensates, the second simply parameterizes the functional form of the opacity. In mock retrievals, using an inadequate cloud model may result in atmospheres that are more isothermal and less cloudy than the input. Applying our framework on observations of HR 8799e made with the GPI, SPHERE and GRAVITY, we find a cloudy atmosphere governed by disequilibrium chemistry, confirming previous analyses. We retrieve that ${\rm C/O}=0.60_{-0.08}^{+0.07}$. Other models have not yet produced a well constrained C/O value for this planet. The retrieved C/O values of both cloud models are consistent, while leading to different atmospheric structures: cloudy, or more isothermal and less cloudy. Fitting the observations with the self-consistent Exo-REM model leads to comparable results, while not constraining C/O. With data from the most sensitive instruments, retrieval analyses of directly imaged planets are possible. The inferred C/O ratio of HR 8799e is independent of the cloud model and thus appears to be a robust. This C/O is consistent with stellar, which could indicate that the HR 8799e formed outside the CO$_2$ or CO iceline. As it is the innermost planet of the system, this constraint could apply to all HR 8799 planets.