Correcting Fabry-Perot etalon effects in solar observations

P. Santamarina Guerrero, D. Orozco Suárez, F. J. Bailén, J. Blanco Rodríguez
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Abstract

Data processing pipelines of Fabry-P\'erot interferometers (FPI) must take into account the side effects these devices introduce in the observations. Interpretation of these observations without proper correction can lead to inaccurate or false results, with consequent impact on their physical interpretation. Corrections typically require prior knowledge of the properties of the etalon and the way they affect the incoming light in order to calibrate the data successfully. We have developed an algorithm to derive etalon properties from flat-field observations and tested its applicability and accuracy using simulated observations and real measurements. We employed analytical expressions of the transmission profiles for FPIs in collimated and telecentric configurations to derive their expected impact on the observations. These analytical expressions allowed us to develop a customized optimization algorithm capable of inferring the properties of the etalon from the observations. The algorithm's performance has been tested on simulated observations with an etalon in collimated and telecentric setups employing various noise levels and spectral samplings. Additionally, we explored how tilting the etalon in a telecentric configuration influences the algorithm's effectiveness. Lastly, we also applied the algorithm to a set of real flat-field observations taken with the high-resolution telescope of the Polarimetric and Helioseismic Imager on board the Solar Orbiter mission (HRT-SO/PHI). The algorithm is able to retrieve the gain and etalon induced transmission velocity shifts (cavity map), with an average accuracy ranging between $0.4\ $ and $0.1\ $ for the former and between 120 $ and 30 ms$^ $ for the latter. Both reducing the noise level and increasing the spectral sampling of the observations proved to greatly increase the algorithm's performance, as expected. Results also suggest that determination of the observed object from the data is possible but an additional error between 40 ms$^ $ and 10 ms$^ $ is to be expected in the inferred cavity map. Furthermore, we show that neglecting the asymmetries arising from either tilts of the etalon or imperfections in the telecentrism can lead to large errors when determining the gain. Tests with HRT-SO/PHI data have verified the applicability of the algorithm in real cases. Our presented method enabled us to derive the transmission profile of FPIs from observations of collimated and telecentric configurations. It has proven to be robust against the presence of noise and limited spectral line sampling. The results reported here also show the importance of accounting for the asymmetries arising in real telecentric mounts when interpreting the results of real instruments.
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校正太阳观测中的法布里-珀罗等离子效应
Fabry-P\'erot 干涉仪(FPI)的数据处理管道必须考虑到这些设备在观测中引入的副作用。在没有适当修正的情况下解释这些观测结果可能会导致不准确或错误的结果,从而对其物理解释产生影响。校正通常需要事先了解等离子体的特性及其影响入射光的方式,以便成功校准数据。我们开发了一种从平场观测中推导出蚀变体特性的算法,并利用模拟观测和实际测量测试了其适用性和准确性。我们采用了准直和远心配置下 FPI 的传输剖面分析表达式,以推导出它们对观测的预期影响。通过这些分析表达式,我们开发出一种定制的优化算法,能够从观测结果中推断出等离子体的特性。该算法的性能已在采用不同噪声水平和光谱采样的准直和远心设置的等离子体模拟观测中进行了测试。此外,我们还探索了在远心配置中倾斜蚀像管如何影响算法的有效性。最后,我们还将该算法应用于利用太阳轨道器任务(HRT-SO/PHI)上的偏振和日震成像仪的高分辨率望远镜进行的一组真实平场观测。该算法能够检索增益和等离子体诱导的传输速度偏移(空穴图),前者的平均精度在 0.4 美元和 0.1 美元之间,后者的平均精度在 120 美元和 30 毫秒之间。事实证明,降低噪声水平和增加观测的光谱采样都能大大提高算法的性能,这也在意料之中。结果还表明,从数据中确定观测对象是可能的,但在推断出的空腔图中,预计会有 40 ms$^$ 和 10 ms$^$ 之间的额外误差。此外,我们还发现,在确定增益时,忽略等离子体的倾斜或远心误差所引起的不对称会导致很大的误差。利用 HRT-SO/PHI 数据进行的测试验证了该算法在实际案例中的适用性。我们提出的方法使我们能够从准直和远心配置的观测结果中推导出 FPI 的传输曲线。事实证明,该方法对噪声和有限的谱线采样具有很强的抵抗力。这里报告的结果还表明,在解释真实仪器的结果时,必须考虑到实际远心安装中出现的不对称现象。
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