Sub-Neptunes as Soot Factories: Deep Atmosphere Hydrocarbon Formation and Quenching as the Origin of Sub-Neptune Aerosol Trends
Jeehyun Yang, Eliza M.-R. Kempton, Arjun B. Savel

TL;DR
This study develops a comprehensive chemical model of sub-Neptune atmospheres, revealing that deep atmospheric hydrocarbon reactions produce PAHs peaking near 600 K, explaining aerosol trends observed by JWST and HST.
Contribution
The paper introduces the most detailed carbon reaction network for exoplanet atmospheres, explicitly modeling PAH formation and its role in aerosol trends across various conditions.
Findings
PAH abundances peak near 600 K, matching observations
Deep atmosphere acts as a 'soot factory' producing aerosols
PAH levels vary with C/O and metallicity, explaining diversity
Abstract
Recent population-level studies of sub-Neptune atmospheres have identified a tentative parabolic trend in transmission spectrum amplitude for planets with Teq ~ 500-800 K. While the trend has been commonly attributed to hydrocarbon aerosols, we lack a first-principles explanation of its underlying chemical mechanism. Previous work has focused on the role of methane photolysis and subsequent polymerization, but with limited reaction networks that truncated at C2-species and couldn't reproduce the observed parabolic trend. In this work, enabled by a computer-automated, rate-based chemical network generator, we construct the most comprehensive carbon reaction network for exoplanet atmospheres to date. We explicitly model the formation of polycyclic aromatic hydrocarbons (PAHs), which are well established as soot precursors in combustion chemistry. We calculate the chemical timescales of…
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