HST hot-Jupiter transmission spectral survey: detection of potassium in WASP-31b along with a cloud deck and Rayleigh scattering
D. K. Sing, H. R. Wakeford, A. P. Showman, N. Nikolov, J. J. Fortney,, A. S. Burrows, G. E. Ballester, D. Deming, S. Aigrain, J.-M. D\'esert, N. P., Gibson, G. W. Henry, H. Knutson, A. Lecavelier des Etangs, F. Pont, A., Vidal-Madjar, M. W. Williamson, P. A. Wilson

TL;DR
This study presents HST and Spitzer transmission spectra of WASP-31b, revealing a cloud deck, strong potassium absorption, and Rayleigh scattering, highlighting complex atmospheric processes including clouds, aerosols, and elemental abundance variations.
Contribution
First detection of potassium in WASP-31b's atmosphere along with evidence of a cloud deck and Rayleigh scattering, demonstrating complex aerosol and chemical interactions.
Findings
Detection of potassium at 4.2-sigma confidence
Presence of a high-altitude cloud deck covering key spectral features
Strong Rayleigh scattering indicating small aerosol particles
Abstract
We present Hubble Space Telescope optical and near-IR transmission spectra of the transiting hot-Jupiter WASP-31b. The spectrum covers 0.3-1.7 m at a resolution 70, which we combine with Spitzer photometry to cover the full-optical to IR. The spectrum is dominated by a cloud-deck with a flat transmission spectrum which is apparent at wavelengths m. The cloud deck is present at high altitudes and low pressures, as it covers the majority of the expected optical Na line and near-IR HO features. While Na I absorption is not clearly identified, the resulting spectrum does show a very strong potassium feature detected at the 4.2- confidence level. Broadened alkali wings are not detected, indicating pressures below 10 mbar. The lack of Na and strong K is the first indication of a sub-solar Na/K abundance ratio in a planetary atmosphere…
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