paper

Measurement of the small-scale 3D Lyman-α forest power spectrum

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Published 16 May 2024 © 2024 IOP Publishing Ltd and Sissa Medialab
, , Citation Marie Lynn Abdul Karim et al JCAP05(2024)088 DOI 10.1088/1475-7516/2024/05/088

1475-7516/2024/05/088

Abstract

Small-scale correlations measured in the Lyman-α (Lyα) forest encode information about the intergalactic medium and the primordial matter power spectrum. In this article, we present and implement a simple method to measure the 3-dimensional power spectrum, P3D, of the Lyα forest at wavenumbers k corresponding to small, ∼ Mpc scales. In order to estimate P3D from sparsely and unevenly distributed data samples, we rely on averaging 1-dimensional Fourier Transforms, as previously carried out to estimate the 1-dimensional power spectrum of the Lyα forest, P1D. This methodology exhibits a very low computational cost. We confirm the validity of this approach through its application to Nyx cosmological hydrodynamical simulations. Subsequently, we apply our method to the eBOSS DR16 Lyα forest sample, providing as a proof of principle, a first P3D measurement averaged over two redshift bins z = 2.2 and z = 2.4. This work highlights the potential for forthcoming P3D measurements, from upcoming large spectroscopic surveys, to untangle degeneracies in the cosmological interpretation of P1D.

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