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Forecasts for WEAVE-QSO: 3D clustering and connectivity of critical points with Lyman-$\alpha$ tomography

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arxiv 2201.02606 v1 pith:ACFYIT3X submitted 2022-01-07 astro-ph.CO astro-ph.GA

classification astro-ph.COastro-ph.GA
keywords fieldpointsreconstructioncriticaldensityweave-qsoalphaconnectivity
verification ladder T0 review T1 audit T2 compute T3 formal
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abstract

The upcoming WEAVE-QSO survey will target a high density of quasars over a large area, enabling the reconstruction of the 3D density field through Lyman-$\alpha$ tomography over unprecedented volumes smoothed on intermediate scales ($\approx$ 16 Mpc/$h$). We produce mocks of the Lyman-$\alpha$ forest using LyMAS, and reconstruct the 3D density field between sightlines through Wiener filtering in a configuration compatible with the future WEAVE-QSO observations. The fidelity of the reconstruction is assessed by measuring one- and two-point statistics from the distribution of critical points in the cosmic web. In addition, initial Lagrangian statistics are predicted from first principles, and measurements of the connectivity of the cosmic web are performed. The reconstruction captures well the expected features in the auto- and cross-correlations of the critical points. This remains true after a realistic noise is added to the synthetic spectra, even though sparsity of sightlines introduces systematics, especially in the cross-correlations of points with mixed signature. Specifically, for walls and filaments, the most striking clustering features could be measured with up to 4 sigma of significance with a WEAVE-QSO-like survey. Moreover, the connectivity of each peak identified in the reconstructed field is globally consistent with its counterpart in the original field, indicating that the reconstruction preserves the geometry of the density field not only statistically, but also locally. Hence the critical points relative positions within the tomographic reconstruction could be used as standard rulers for dark energy by WEAVE-QSO and similar surveys.

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  1. A trailing lognormal approximation of the Lyman-$\alpha$ forest: comparison with full hydrodynamic simulations at $2.2\leq z\leq 2.7$

    astro-ph.CO 2025-01 conditional novelty 5.0 of 10

    Simulating a lognormal Lyman-alpha forest model at redshift z−0.6 recovers the hydrogen photoionization rate and thermal parameters from mean flux and power spectrum statistics at z=2.2–2.7 within about 1σ.

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