De-jittering Ariel: An optimized algorithm

IF 2.7 3区 物理与天体物理 Q2 ASTRONOMY & ASTROPHYSICS
Andrea Bocchieri, Lorenzo V. Mugnai, Enzo Pascale, Andreas Papageorgiou, Angèle Syty, Angelos Tsiaras, Paul Eccleston, Giorgio Savini, Giovanna Tinetti, Renaud Broquet, Patrick Chapman, Gianfranco Sechi
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引用次数: 0

Abstract

The European Space Agency’s Ariel mission, scheduled for launch in 2029, aims to conduct the first large-scale survey of atmospheric spectra of transiting exoplanets. Ariel achieves the high photometric stability on transit timescales required to detect the spectroscopic signatures of chemical elements with a payload design optimized for transit photometry that either eliminates known systematics or allows for their removal during data processing without significantly degrading or biasing the detection. Jitter in the spacecraft’s line of sight is a source of disturbance when measuring the spectra of exoplanet atmospheres. We describe an improved algorithm for de-jittering Ariel observations simulated in the time domain. We opt for an approach based on the spatial information on the Point Spread Function (PSF) distortion from jitter to detrend the optical signals. The jitter model is based on representative simulations from Airbus Defence and Space, the prime contractor for the Ariel service module. We investigate the precision and biases of the retrieved atmospheric spectra from the jitter-detrended observations. At long wavelengths, the photometric stability of the Ariel spectrometer is already dominated by photon noise. Our algorithm effectively de-jitters both photometric and spectroscopic data, ensuring that the performance remains photon noise-limited across the entire Ariel spectrum, fully compliant with mission requirements. This work contributes to the development of the data reduction pipeline for Ariel, aligning with its scientific goals, and may also benefit other astronomical telescopes and instrumentation.

去抖动Ariel:优化算法
欧洲航天局的Ariel任务计划于2029年发射,旨在对凌日系外行星的大气光谱进行首次大规模调查。Ariel在过境时间尺度上实现了检测化学元素光谱特征所需的高光度稳定性,其有效载荷设计针对过境光度法进行了优化,既可以消除已知的系统性,也可以在数据处理过程中去除它们,而不会显着降低或偏向检测。在测量系外行星大气光谱时,航天器视线中的抖动是一个干扰源。我们描述了一种在时域模拟Ariel观测值去抖动的改进算法。我们选择了一种基于点扩展函数(PSF)抖动失真的空间信息的方法来消除光信号的趋势。抖动模型是基于空中客车防务与航天公司的代表性模拟,该公司是Ariel服务舱的主承包商。我们研究了从抖动趋势观测中反演的大气光谱的精度和偏差。在长波波段,Ariel光谱仪的光度稳定性已经受到光子噪声的支配。我们的算法有效地消除了光度和光谱数据的抖动,确保在整个Ariel光谱中保持光子噪声限制的性能,完全符合任务要求。这项工作有助于Ariel数据简化管道的发展,符合其科学目标,也可能使其他天文望远镜和仪器受益。
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来源期刊
Experimental Astronomy
Experimental Astronomy 地学天文-天文与天体物理
CiteScore
5.30
自引率
3.30%
发文量
57
审稿时长
6-12 weeks
期刊介绍: Many new instruments for observing astronomical objects at a variety of wavelengths have been and are continually being developed. Furthermore, a vast amount of effort is being put into the development of new techniques for data analysis in order to cope with great streams of data collected by these instruments. Experimental Astronomy acts as a medium for the publication of papers of contemporary scientific interest on astrophysical instrumentation and methods necessary for the conduct of astronomy at all wavelength fields. Experimental Astronomy publishes full-length articles, research letters and reviews on developments in detection techniques, instruments, and data analysis and image processing techniques. Occasional special issues are published, giving an in-depth presentation of the instrumentation and/or analysis connected with specific projects, such as satellite experiments or ground-based telescopes, or of specialized techniques.
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