p-winds: an open-source Python code to model planetary winds and upper atmospheres [EPA]

http://arxiv.org/abs/2111.11370


Atmospheric escape is considered to be one of the main channels for evolution in sub-Jovian planets, particularly in their early lives. While there are several hypotheses proposed to explain escape in exoplanets, testing them with atmospheric observations remains a challenge. In this context, high-resolution transmission spectroscopy of transiting exoplanets for the metastable helium triplet (He 2$^3$S) at $1\,083$ nm has emerged as a reliable technique to observe and measure escape. To aid in the prediction and interpretation of metastable He transmission spectroscopy observations, we developed the code p-winds. This is an open-source, fully documented, scalable Python implementation of the one-dimensional, purely H+He Parker wind model for upper atmospheres coupled with ionization balance, ray-tracing, and radiative transfer routines. We demonstrate an atmospheric retrieval by fitting p-winds models to the observed metastable He transmission spectrum of the warm Neptune HAT-P-11 b, and take into account the variation of the in-transit absorption caused by transit geometry. For this planet, our best fit yields a total atmospheric escape rate of approximately $2.5 \times 10^{10}$ g s$^{-1}$ and wind temperature of $7200$ K. The most likely total escape rate does not significantly change when we let the H atom fraction be a free parameter, but the uncertainties of the retrievals increase in this case. The stellar host limb darkening does not have a significant impact in the retrieved escape rate or wind temperature for HAT-P-11 b. Based on the non-detection of escaping He for GJ 436 b, we are able to rule out total escape rates higher than $3.4 \times 10^{10}$ g s$^{-1}$ at 99.7% (3$\sigma$) confidence, and show that this result favors high values of H fraction.

Read this paper on arXiv…

L. Santos, A. Vidotto, S. Vissapragada, et. al.
Tue, 23 Nov 21
83/84

Comments: 13 pages, 12 figures. Submitted to A&A. This version implements the referee’s feedback after the first round of revision. We encourage the community to send comments and test the code, which is openly available at this https URL