论文标题

使用Meerkat的HI强度映射:用于多偏见自相关观察的校准管道

HI intensity mapping with MeerKAT: Calibration pipeline for multi-dish autocorrelation observations

论文作者

Wang, Jingying, Santos, Mario G., Bull, Philip, Grainge, Keith, Cunnington, Steven, Fonseca, Jose, Irfan, Melis O., Li, Yichao, Pourtsidou, Alkistis, Soares, Paula S., Spinelli, Marta, Bernardi, Gianni, Engelbrecht, Brandon

论文摘要

虽然大多数专用的21厘米强度映射实验是封闭式干涉仪阵列,但通用碟阵列也应能够测量宇宙学21cm信号。如果将阵列用作扫描自相关盘的集合而不是用作干涉仪,则可以最有效地实现这一点。作为证明这种观察策略可行性的第一步,我们表明我们能够从L波段中64种Meerkat菜肴(856-1712 MHz,4096 Channels)中成功校准双极化自相关数据,并从六个夜晚中保留了10.5个小时的数据。我们描述了我们的校准管道,该管道基于多级RFI标记,周期性噪声二极管注入,以稳定增益漂移和基于多组分天空模型的绝对校准。我们表明,在与Wigglez 11hr磁场重叠的10度x 30度贴片上恢复弥漫性天体发射和点源的图是足够准确的。重建的地图之间的每次图和外部数据集之间具有良好的一致性,估计的热噪声限制为理论噪声水平(〜2 mk)。残留图的RMS幅度低于0.1 K,对应于模型温度的<1%。重建的银河系HI强度图与Effelsberg-Bonn HI调查显示出非常吻合的一致性,并且将射电星系4C+03.18的通量恢复到3.6%以内,这表明自相关可以成功校准,以使零间隔的磁通量获得零间隔的通量,并具有潜在的MEERKAT INTREFEREMTERTERMETERTERTERMENTERMERTERMENTERMERTERMENTERMENTERMENTERMENTERMENTERMENTERMENTERMENT。我们的结果为使用Meerkat和未来SKA的可行性提供了积极的指示,以测量在程度尺度及以上的HI强度映射信号和探针宇宙学。

While most purpose-built 21cm intensity mapping experiments are close-packed interferometer arrays, general-purpose dish arrays should also be capable of measuring the cosmological 21cm signal. This can be achieved most efficiently if the array is used as a collection of scanning autocorrelation dishes rather than as an interferometer. As a first step towards demonstrating the feasibility of this observing strategy, we show that we are able to successfully calibrate dual-polarisation autocorrelation data from 64 MeerKAT dishes in the L-band (856-1712 MHz, 4096 channels), with 10.5 hours of data retained from six nights of observing. We describe our calibration pipeline, which is based on multi-level RFI flagging, periodic noise diode injection to stabilise gain drifts and an absolute calibration based on a multi-component sky model. We show that it is sufficiently accurate to recover maps of diffuse celestial emission and point sources over a 10 deg x 30 deg patch of the sky overlapping with the WiggleZ 11hr field. The reconstructed maps have a good level of consistency between per-dish maps and external datasets, with the estimated thermal noise limited to 1.4 x the theoretical noise level (~ 2 mK). The residual maps have rms amplitudes below 0.1 K, corresponding to <1% of the model temperature. The reconstructed Galactic HI intensity map shows excellent agreement with the Effelsberg-Bonn HI Survey, and the flux of the radio galaxy 4C+03.18 is recovered to within 3.6%, which demonstrates that the autocorrelation can be successfully calibrated to give the zero-spacing flux and potentially help in the imaging of MeerKAT interferometric data. Our results provide a positive indication towards the feasibility of using MeerKAT and the future SKA to measure the HI intensity mapping signal and probe cosmology on degree scales and above.

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