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arXiv 2602.23055astro-ph.GAastro-ph.CO
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利用MIGHTEE数据测量低红移下的HI强度映射功率谱:与检测到的HI星系的比较

Measurements of the HI intensity mapping power spectrum at low redshifts with MIGHTEE data: comparison with detected HI galaxies

University of the Western Cape(西开普敦大学);South African Radio Astronomy Observatory (SARAO)(南非射电天文观测台);The University of Edinburgh(爱丁堡大学);The University of Manchester(曼彻斯特大学)

Junaid Townsend, Mario G. Santos, Suman Chatterjee, Zhaoting Chen, Sourabh Paul, Aishrila Mazumder, Laura Wolz, Matt J. Jarvis, Bradley S. Frank

AI总结:

利用MIGHTEE数据测量低红移HI强度映射功率谱,并与检测到的HI星系进行比较,验证了干涉技术的自洽性。

摘要:

线性强度映射提供了一种统计方法来追踪宇宙中大尺度物质分布。我们应用HI强度映射技术来分析MeerKAT国际GHz级额外银河系探索(MIGHTEE)调查的干涉数据,分析COSMOS场中17.5小时的单指向数据,使用1332-1392 MHz频率范围内的60 MHz子带(0.02 ≤ z ≤ 0.07)。使用基于延迟光谱的估计器,我们测量了HI功率谱在亚兆帕斯卡尺度上的功率谱,并将其直接与同一区域中单独检测到的HI星系目录推断出的功率谱进行比较。在通过保守的异常值标记在三维功率谱中抵消低水平宽带污染后,时间分割可见度的交叉相关性在3 ≤ k ≤ 20 Mpc⁻¹的尺度上显示出统计显著的检测,总信号与噪声比约为13。在此范围内,通过可见度和检测到的星系获得的功率谱在不确定性范围内一致,并且幅度在10⁻²至10⁻¹ mK² Mpc³的量级。通过将检测到的星系通过功率谱估计器传播,通过直接强度场构造和模拟可见度,进行了端到端验证,证明在k ~ 20 Mpc⁻¹以内的一致性,超过此范围后测量变得受噪声主导。此外,还观察到数据与从检测到的HI星系中模拟的可见度之间的统计显著相关性,这应不受系统误差影响。这些结果为低红移的干涉HI强度映射提供了自洽的验证,并在相同的宇宙体积内展示了与星系测量的一致性。

英文摘要:

Line intensity mapping provides a statistical approach to tracing the large-scale distribution of matter in the Universe. We apply the HI intensity mapping technique to interferometric data from the MeerKAT International GHz-Tiered Extragalactic Explorations (MIGHTEE) Survey, analysing 17.5 hours of a single pointing in the COSMOS field, using a 60 MHz sub-band in the frequency range 1332 - 1392 MHz ($0.02 \lesssim z \lesssim 0.07$). Using a delay-spectrum-based estimator, we measure the HI power spectrum on sub-megaparsec scales and compare it directly to the power spectrum inferred from a catalogue of individually detected HI galaxies in the same field. After mitigating low-level broadband contamination through conservative outlier flagging in the three-dimensional power spectrum, cross-correlation of time-split visibilities yields a statistically significant detection on scales $3 \lesssim k \lesssim 20 \, \mathrm{Mpc}^{-1}$ with a total signal-to-noise ratio of $\sim 13$. Over this range, the power spectra obtained from visibilities and detected galaxies are consistent within uncertainties and have comparable amplitudes of order $10^{-2}$ - $10^{-1}$ $\mathrm{mK}^2 \mathrm{Mpc}^3$. End-to-end validation is performed by propagating detected galaxies through the power spectrum estimator via both direct intensity-field construction and simulated visibilities, demonstrating agreement up to $k \sim 20 \ \mathrm{Mpc}^{-1}$, beyond which measurements become noise-dominated. A statistically significant correlation is also observed between the data and the simulated visibilities from the detected HI galaxies, which should be free of systematics. These results provide a self-consistent validation of interferometric HI intensity mapping at low redshift and demonstrate agreement with galaxy-based measurements within the same cosmological volume.

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