Calibrating redshift distributions at <i>z</i> &gt; 2 with Lyman α forest cross-correlations
ABSTRACT We explore the feasibility of using Lyman $\alpha$ (Ly $\alpha$) forests to calibrate the ensemble redshift distribution of the high-redshift tail ($2\lt z\lt 3$) of photometric galaxies. We use CoLoRe simulations to create mock DESI 5-yr Ly $\alpha$ forests and Rubin Observatory LSST 10-yr photometric galaxies up to $z=3$, and measure the galaxy redshift distribution via their angular cross-correlations. Due to large redshift-space distortions in the Ly $\alpha$ forest, the conventional $n(z)$ estimator for clustering redshifts does not apply, and we develope a theoretical framework to model the angular cross-correlation directly. Using the simulations, we explore effects of instrumental noise, continuum fitting, contamination in the Ly $\alpha$ forest, cross-correlation angular scales ($\theta$), and redshift bin size ($\Delta z$) on the signal-to-noise (SNR) of the measurements. We find that continuum fitting methods strongly impact the SNR of the measurements. With our baseline continuum fitting method, LyCAN, at angular scales $\theta \sim 10$ arcmin and $\Delta z=0.1$, we measure the cross-correlation signal at $24\sigma$. If the shape of the redshift distribution and galaxy bias evolution are known well for $z\lt 2$, the cross-correlation can constrain the mean redshift of the galaxy sample to $\sigma _z/(1+\bar{z}) = 0.006$ at a mean redshift of $\bar{z}=2$. This demonstrates that Ly$\alpha$ cross-correlation is a reliable and promising method to calibrate the high-redshift tails of photometric Stage IV galaxy surveys.
Authors
- Qianjun Hang
- Laura Casas (ORCID: https://orcid.org/0000-0001-6617-8731)
- W. Turner (ORCID: https://orcid.org/0009-0008-3418-5599)
- William d’Assignies
- Benjamin Joachimi
- Andreu Font-Ribera
Institutions
- Institució Catalana de Recerca i Estudis Avançats (ES)
- Institute for High Energy Physics (ES)
- University College London (GB)
- The Ohio State University (US)
Publication Details
- Journal
- Monthly Notices of the Royal Astronomical Society
- Published
- 2026-03-12
- DOI
- https://doi.org/10.1093/mnras/stag497
- Primary Topic
- Galaxies: Formation, Evolution, Phenomena
- Type
- article
- Field-Weighted Citation Impact
- 0.00