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arXiv 2103.03758astro-ph.EPastro-ph.IM
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木卫一表面的近红外掩星测绘I:推断静态图

Occultation mapping of Io's surface in the near-infrared I: Inferring static maps

Fran Bartolić, Rodrigo Luger, Daniel Foreman-Mackey, Robert R. Howell, Julie A. Rathbun

摘要:

木星的卫星木卫一是太阳系中火山活动最活跃的天体,在不同的时间尺度上有数百座不同强度的活火山。自20世纪80年代以来,木卫一在其他伽利略卫星和木星的掩星期间被观测到,使用高节奏的近红外测光。这些观测记录了大量关于其表面火山特征的信息。我们建立了一个生成模型,所观察到的掩星使用代码星空,使快速,分析,并在发射和反射光掩星光曲线微分计算。我们的概率贝叶斯模型能够使用仅两个光变曲线来恢复木卫一表面上的已知热点,而无需对位置,形状或斑点数量进行任何假设。我们开发的方法也直接适用于绘制恒星和系外行星表面的问题。

英文摘要:

Jupiter's moon Io is the most volcanically active body in the Solar System with hundreds of active volcanoes varying in intensity on different timescales. Io has been observed during occultations by other Galilean moons and Jupiter since the 1980s, using high-cadence near infrared photometry. These observations encode a wealth of information about the volcanic features on its surface. We built a generative model for the observed occultations using the code starry which enables fast, analytic, and differentiable computation of occultation light curves in emitted and reflected light. Our probabilistic Bayesian model is able to recover known hotspots on the surface of Io using only two light curves and without any assumptions on the locations, shapes or the number of spots. The methods we have developed are also directly applicable to the problem of mapping the surfaces of stars and exoplanets.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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