论文标题

统计测试,具有多波长的内在相分析,用于检测和表征行星伴侣

Statistical tests with multi-wavelength Kernel-phase analysis for the detection and characterization of planetary companions

论文作者

N'Diaye, Mamadou, Mary, David, Martinache, Frantz, Ligi, Roxanne, Cvetojevic, Nick, Chingaipe, Peter, Laugier, Romain

论文摘要

内核相是一种通过将其形成作为干涉过程的分析结果来解释恒星点源图像的方法。使用傅立叶形式主义,这种方法允许在附近的恒星周围观察行星伴侣,以降低到一半的望远镜分辨率元件,通常为20 \,MAS,用于H频段中的8 \,M类望远镜。迄今为止,内核相分析主要集中在使用单个单色光图像上,最近通过使用假设测试理论,在200 \中提供了200^\ $ 10^{ - 4} $的$ 10^{ - 4} $,MAS与JWST/NIRISS MAS与JWST/NIRISS。在这种交流中,我们建议将这种方法扩展到具有自适应光学仪的基于地面望远镜的整体场光谱仪(IFS)提供的数据立方体,以通过利用kernel-phase多相光谱信息来增强行星伴侣的检测并探索其大气的光谱表征。使用具有光谱分辨率r = 20的基于地面的IFS数据立方体,我们根据三个波长的内核阶段探索不同的统计测试,以估计行星伴侣的检测极限。我们的测试首先是使用合成数据进行的,然后将它们的用途扩展到来自基于地面的系外行星成像器(例如Subaru/scexao和VLT/Sphere)的真实图像。还讨论了从空间望远镜的多波长数据中的未来应用,以观察JWST的行星同伴。

Kernel phase is a method to interpret stellar point source images by considering their formation as the analytical result of an interferometric process. Using Fourier formalism, this method allows for observing planetary companions around nearby stars at separations down to half a telescope resolution element, typically 20\,mas for a 8\,m class telescope in H band. The Kernel-phase analysis has so far been mainly focused on working with a single monochromatic light image, recently providing theoretical contrast detection limits down to $10^{-4}$ at 200\,mas with JWST/NIRISS in the mid-infrared by using hypothesis testing theory. In this communication, we propose to extend this approach to data cubes provided by integral field spectrographs (IFS) on ground-based telescopes with adaptive optics to enhance the detection of planetary companions and explore the spectral characterization of their atmosphere by making use of the Kernel-phase multi-spectral information. Using ground-based IFS data cube with a spectral resolution R=20, we explore different statistical tests based on kernel phases at three wavelengths to estimate the detection limits for planetary companions. Our tests are first conducted with synthetic data before extending their use to real images from ground-based exoplanet imagers such as Subaru/SCExAO and VLT/SPHERE in the near future. Future applications to multi-wavelength data from space telescopes are also discussed for the observation of planetary companions with JWST.

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