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Open AccessJournal ArticleDOI

The H i intensity mapping bispectrum including observational effects

TLDR
In this paper, the authors present a model of the redshift space HI IM bispectrum including observational effects from the radio telescope beam and 21cm foreground contamination, including polarisation leakage, on which they use a Principal Component Analysis cleaning method.
Abstract
The bispectrum is a 3-point statistic with the potential to provide additional information beyond power spectra analyses of survey datasets. Radio telescopes which broadly survey the 21cm emission from neutral hydrogen (HI) are a promising way to probe LSS and in this work we present an investigation into the HI intensity mapping (IM) bispectrum using simulations. We present a model of the redshift space HI IM bispectrum including observational effects from the radio telescope beam and 21cm foreground contamination. We validate our modelling prescriptions with measurements from robust IM simulations, inclusive of these observational effects. Our foreground simulations include polarisation leakage, on which we use a Principal Component Analysis cleaning method. We also investigate the effects from a non-Gaussian beam including side-lobes. For a MeerKAT-like single-dish IM survey at $z=0.39$, we find that foreground removal causes a 8% reduction in the equilateral bispectrum's signal-to-noise ratio $S/N$, whereas the beam reduces it by 62%. We find our models perform well, generally providing $\chi^2_\text{dof}\sim 1$, indicating a good fit to the data. Whilst our focus is on post-reionisation, single-dish IM, our modelling of observational effects, especially foreground removal, can also be relevant to interferometers and reionisation studies.

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Cosmology Intertwined: A Review of the Particle Physics, Astrophysics, and Cosmology Associated with the Cosmological Tensions and Anomalies

Elcio Abdalla, +202 more
TL;DR: In this paper , the authors focus on the 5.0σ tension between the Planck CMB estimate of the Hubble constant H0 and the SH0ES collaboration measurements and discuss the importance of trying to fit a full array of data with a single model.
Journal ArticleDOI

Unveiling the Universe with emerging cosmological probes

TL;DR: A review of the latest advances in emerging "beyond-standard" cosmological probes can be found in this paper , where several different methods can become a key resource for observational cosmology, and the potential synergies and complementarities between the various probes, exploring how they will contribute to the future of modern cosmology.
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The BINGO project

TL;DR: In this paper , the authors used the generalized needlet internal linear combination (GOINL) and bispectrum analysis to recover the 21cm signal from sky simulations of the BINGO experiment, including foreground components.
Journal ArticleDOI

The H I-halo mass relation at redshift z 1 from the Minkowski functionals of 21-cm intensity maps

TL;DR: In this paper, the authors investigate the possibility of constraining the mean and the scatter of the HI content of a dark-matter halo as a function of the halo mass from intensity maps of the redshifted 21 cm line.
References
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Journal ArticleDOI

The NumPy Array: A Structure for Efficient Numerical Computation

TL;DR: In this article, the authors show how to improve the performance of NumPy arrays through vectorizing calculations, avoiding copying data in memory, and minimizing operation counts, which is a technique similar to the one described in this paper.
Journal ArticleDOI

Efficient computation of CMB anisotropies in closed FRW models

TL;DR: In this paper, an efficient line-of-sight method was implemented to calculate the anisotropy and polarization of the cosmic microwave background for scalar and tensor modes in almost Friedmann-Robertson-Walker models with positive spatial curvature.

The large-scale structure of the universe

TL;DR: Peebles as discussed by the authors argues that the evolution of the early universe went from a nearly uniform initial state to a progressively more irregular and clumpy universe, based on the largest known structures of the universe.
Journal ArticleDOI

An absorption profile centred at 78 megahertz in the sky-averaged spectrum

TL;DR: The detection of a flattened absorption profile in the sky-averaged radio spectrum that is largely consistent with expectations for the 21-centimetre signal induced by early stars; however, the best-fitting amplitude of the profile is more than a factor of two greater than the largest predictions.
Posted Content

The DESI Experiment Part I: Science,Targeting, and Survey Design

Amir Aghamousa, +291 more
TL;DR: DESI as discussed by the authors is a ground-based dark energy experiment that will study baryon acoustic oscillations (BAO) and the growth of structure through redshift-space distortions with a wide-area galaxy and quasar redshift survey.
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