Using the sample variance of 21cm maps as a tracer of the ionisation topology

A. Gorce, A. Hutter, J. Pritchard
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引用次数: 3

Abstract

Intensity mapping of the 21cm signal of neutral hydrogen will yield exciting insights into the Epoch of Reionisation and the nature of the first galaxies. However, the large amount of data that will be generated by the next generation of radio telescopes, such as the Square Kilometre Array (SKA), as well as the numerous observational obstacles to overcome, require analysis techniques tuned to extract the reionisation history and morphology. In this context, we introduce a one-point statistic, to which we refer as the local variance, $\sigma_\mathrm{loc}$, that describes the distribution of the mean differential 21cm brightness temperatures measured in two-dimensional maps along the frequency direction of a light-cone. The local variance takes advantage of what is usually considered an observational bias, the sample variance. We find the redshift-evolution of the local variance to not only probe the reionisation history of the observed patches of the sky, but also trace the ionisation morphology. This estimator provides a promising tool to constrain the midpoint of reionisation as well as gaining insight into the ionising properties of early galaxies.
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使用21cm图的样本方差作为电离拓扑的示踪剂
对中性氢的21厘米信号的强度测绘将使我们对再电离时代和第一批星系的性质有更深入的了解。然而,下一代射电望远镜(如平方公里阵列(SKA))将产生的大量数据,以及需要克服的众多观测障碍,需要调整分析技术来提取再电离历史和形态。在这种情况下,我们引入了一个单点统计量,我们将其称为局部方差$\sigma_\ mathm {loc}$,它描述了沿光锥频率方向在二维图中测量的平均21cm亮度温度的分布。局部方差利用了通常被认为是观察偏差的样本方差。我们发现局部方差的红移演化不仅可以探测观测到的天空斑块的再电离历史,而且可以追踪电离形态。这个估计器提供了一个很有前途的工具来限制再电离的中点,并深入了解早期星系的电离特性。
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