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The DESI One-Percent Survey: Exploring A Generalized SHAM for Multiple Tracers with the UNIT Simulation

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arxiv 2306.06313 v4 pith:XJPBYASS submitted 2023-06-09 astro-ph.CO

classification astro-ph.CO
keywords elgslrgsshamceilclusteringqsosdesigeneralized
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abstract

We perform SubHalo Abundance Matching (SHAM) studies on UNIT simulations with \{$\sigma, V_{\rm ceil}, v_{\rm smear}$\}-SHAM and \{$\sigma, V_{\rm ceil},f_{\rm sat}$\}-SHAM. They are designed to reproduce the clustering on 5--30$\,\hmpc$ of Luminous Red Galaxies (LRGs), Emission Line Galaxies (ELGs) and Quasi-Stellar Objects (QSOs) at $0.4<z<3.5$ from DESI One Percent Survey. $V_{\rm ceil}$ is the incompleteness of the massive host (sub)haloes and is the key to the generalized SHAM. $v_{\rm smear}$ models the clustering effect of redshift uncertainties, providing measurments consistent with those from repeat observations. A free satellite fraction $f_{\rm sat}$ is necessary to reproduce the clustering of ELGs. We find ELGs present a more complex galaxy--halo mass relation than LRGs reflected in their weak constraints on $\sigma$. LRGs, QSOs and ELGs show increasing $V_{\rm ceil}$ values, corresponding to the massive galaxy incompleteness of LRGs, the quenched star formation of ELGs and the quenched black hole accretion of QSOs. For LRGs, a Gaussian $v_{\rm smear}$ presents a better profile for sub-samples at redshift bins than a Lorentzian profile used for other tracers. The impact of the statistical redshift uncertainty on ELG clustering is negligible. The best-fitting satellite fraction for DESI ELGs is around 4 per cent, lower than previous estimations for ELGs. The mean halo mass log$_{10}(\langle M_{\rm vir}\rangle)$ in $\Msun{}$ for LRGs, ELGs and QSOs are ${13.16\pm0.01}$, ${11.90\pm0.06}$ and ${12.66\pm0.45}$ respectively. Our generalized SHAM algorithms facilitate the production of mult-tracer galaxy mocks for cosmological tests.

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Forward citations

Cited by 4 Pith papers

Reviewed papers in the Pith corpus that reference this work. Sorted by Pith novelty score. Full citation record

  1. Characterization of DESI fiber assignment incompleteness effect on 2-point clustering and mitigation methods for DR1 analysis

    astro-ph.CO 2024-11 conditional novelty 7.0 of 10

    Pairwise inverse probability weights with angular upweighting recover the true clustering of DESI DR1 galaxies despite fiber assignment incompleteness, in both configuration and Fourier space.

  2. The Impact of Spectroscopic Redshift Errors on Cosmological Measurements

    astro-ph.CO 2025-08 conditional novelty 6.0 of 10

    For slitless-spectroscopy surveys, a 5% catastrophic redshift failure rate biases the growth rate and primordial amplitude by 6-16% (~2.2σ) unless the failure rate is measured and included in the clustering model.

  3. DESI 2024 II: Sample Definitions, Characteristics, and Two-point Clustering Statistics

    astro-ph.CO 2024-11 accept novelty 6.0 of 10

    DESI DR1 large-scale structure catalogs and two-point clustering measurements are constructed with completeness and systematics corrections and validated against simulations to within 2% in inferred density.

  4. Investigating the galaxy-halo connection of DESI Emission-Line Galaxies with SHAMe-SF

    astro-ph.CO 2024-11 conditional novelty 6.0 of 10

    SHAMe-SF reproduces DESI ELG clustering at z=0.95 and 1.33, implying central ELGs live in ~10^11.8 solar-mass haloes, satellite ELGs in ~10^12.5 haloes, with ~30% satellite fraction, assembly bias, and conformity.

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