论文标题

部分可观测时空混沌系统的无模型预测

Robust absolute solar flux density calibration for the Murchison Widefield Array

论文作者

Kansabanik, Devojyoti, Mondal, Surajit, Oberoi, Divya, Biswas, Ayan, Bhunia, Shilpi

论文摘要

优化了敏感的无线电仪器,可用于观察微弱的天文来源,通常需要在观察太阳时衰减接收的信号。只有少数通量密度校准器可以通过与太阳相同的衰减设置来舒适地观察到。此外,对于广阔的视野(FOV)仪器,例如Murchison广场阵列(MWA)校准器观测值通常是在太阳低于地平线以避免太阳排放受到污染的情况时进行的。这些考虑因素表明,通量密度校准的通常无线电干涉方法不适用于太阳成像。一种新颖的技术依赖于好的天空模型和MWA硬件的详细表征,是为MWA的太阳通量密度校准而开发的。尽管成功,但该技术不足以扩展到MWA II期扩展配置的数据。在这里,我们提出了一种强大的磁通密度校准方法,用于使用MWA独立于阵列配置的MWA观察。我们使用不同的方法 - 强大来源的偶然存在;使用FOV中的高动态范围图像以及太阳的观测值,并且在有或没有其他用于太阳观测的衰减的情况下,使用高动态范围图像检测众多背景源;要获得通量密度校准所需的通量缩放参数。使用目前的方法,即使在没有专用的校准器观测值的情况下,我们已经实现了太阳观测的绝对通量密度不确定性$ \ sim10 \%$。

Sensitive radio instruments are optimized for observing faint astronomical sources, and usually need to attenuate the received signal when observing the Sun. There are only a handful of flux density calibrators which can comfortably be observed with the same attenuation setup as the Sun. Additionally, for wide field-of-view (FoV) instruments like the Murchison Widefield Array (MWA) calibrator observations are generally done when the Sun is below the horizon to avoid the contamination from solar emissions. These considerations imply that the usual radio interferometric approach to flux density calibration is not applicable for solar imaging. A novel technique, relying on a good sky model and detailed characterization of the MWA hardware, was developed for solar flux density calibration for MWA. Though successful, this technique is not general enough to be extended to the data from the extended configuration of the MWA Phase II. Here, we present a robust flux density calibration method for solar observations with MWA independent of the array configuration. We use different approaches -- the serendipitous presence of strong sources; detection of numerous background sources using high dynamic range images in the FoV along with the Sun and observations of strong flux density calibrators with and without the additional attenuation used for solar observations; to obtain the flux scaling parameters required for the flux density calibration. Using the present method, we have achieved an absolute flux density uncertainty $\sim10\%$ for solar observations even in the absence of dedicated calibrator observations.

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