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arXiv 2401.13635astro-ph.EP
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来自系外行星大气的散射光观测

Observations of scattered light from exoplanet atmospheres

Brett M. Morris, Kevin Heng, Daniel Kitzmann

AI总结:

本研究构建贝叶斯推断框架分析5颗热木星的Kepler光学相位曲线,探究大气均匀性与散射特性,验证了各向同性多次散射解析模型的有效性,并识别出Kepler-41 b的可能散射凝析物。

摘要:

热木星的光学相位曲线可揭示其全球散射特性。我们构建了一个用于光学相位曲线的贝叶斯推断框架,该框架纳入的通量贡献来源包括:可能存在非均匀性的大气的反射光、热辐射、椭球形变光变、多普勒聚束,以及通过时域高斯过程建模的恒星自转效应。我们利用5颗热木星的高精度Kepler光变曲线的反射光推断结果,探究大气的均匀性与时间变异性。我们还研究了散射特性,这些特性可约束非均匀大气中最可能存在的凝析物。交叉验证结果显示,Kepler-7 b和Kepler-41 b更符合非均匀反照率分布,KOI-13 b则呈现出对非均匀性的弱偏好。这5颗行星的几何反照率在1年时间尺度上均未表现出显著变化,与理论预期一致。我们证明,采用各向同性多次散射的解析反射光相位曲线与完整的瑞利多次散射计算结果高度吻合,可实现加速的解析推断。在对Kepler-41 b的案例研究中,我们确定钙钛矿、镁橄榄石和顽火辉石是与反射光相位曲线相符的可能散射物质,凝析物粒子半径范围为0.01-0.1微米。

英文摘要:

Optical phase curves of hot Jupiters can reveal global scattering properties. We implement a Bayesian inference framework for optical phase curves with flux contributions from: reflected light from a potentially inhomogeneous atmosphere, thermal emission, ellipsoidal variations, Doppler beaming, and stellar rotation via a Gaussian process in the time domain. We probe for atmospheric homogeneity and time-variability using the reflected light inferences for highly precise Kepler light curves of five hot Jupiters. We also investigate the scattering properties which constrain the most likely condensates in the inhomogeneous atmospheres. Cross validation prefers inhomogeneous albedo distributions for Kepler-7 b and Kepler-41 b, and a weak preference for inhomogeneity for KOI-13 b. None of the five planets exhibit significant variations in geometric albedo on one-year timescales, in agreement with theoretical expectations. We show that analytic reflected light phase curves with isotropic multiple scattering are in excellent agreement with full Rayleigh multiple scattering calculations, allowing for accelerated and analytic inference. In a case study of Kepler-41 b, we identify perovskite, forsterite, and enstatite as possible scattering species consistent with the reflected light phase curves, with condensate particle radii in the range 0.01-0.1 micron.

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