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
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.