LYACOLORE: synthetic datasets for current and future Lyman-α forest BAO surveys

被引:30
|
作者
Farr, James [1 ]
Font-Ribera, Andreu [1 ]
des Bourboux, Helion du Mas [2 ]
Munoz-Gutierrez, Andrea [3 ]
Javier Sanchez, F. [4 ,5 ]
Pontzen, Andrew [1 ]
Xochitl Gonzalez-Morales, Alma [6 ,7 ]
Alonso, David [8 ]
Brooks, David [1 ]
Doel, Peter [1 ]
Etourneau, Thomas [9 ]
Guy, Julien [10 ]
Le Goff, Jean-Marc [9 ]
de la Macorra, Axel [3 ]
Palanque-Delabrouille, Nathalie [9 ]
Perez-Rafols, Ignasi [11 ]
Rich, James [9 ]
Slosar, ArCie [12 ]
Tarle, Gregory [13 ]
Duan Yutong [14 ]
Zhang, Kai [10 ]
机构
[1] UCL, Gower St, London WC1E 6BT, England
[2] Univ Utah, Dept Phys & Astron, 115 S 1400 E, Salt Lake City, UT 84112 USA
[3] Univ Nacl Autonoma Mexico, Inst Fis, AP 70-264, Mexico City 04510, DF, Mexico
[4] Univ Calif Irvine, Dept Phys & Astron, Irvine, CA 92697 USA
[5] Fermilab Natl Accelerator Lab, POB 500, Batavia, IL 60510 USA
[6] Univ Guanajuato, DCI, Dept Fis, Campus Leon, Guanajuato 37150, Mexico
[7] Consejo Nacl Ciencia & Technol, Av Insurgentes Sur 1582, Mexico City 03940, DF, Mexico
[8] Univ Oxford, Dept Phys, Keble Rd, Oxford OX1 3RH, England
[9] Univ Paris Saclay, CEA, IRFU, F-91191 Gif Sur Yvette, France
[10] Lawrence Berkeley Natl Lab, 1 Cyclotron Rd, Berkeley, CA 94720 USA
[11] Sorbonne Univ, CNRS, IN2P3, LPNHE, 4 Pl Jussieu, F-75252 Paris, France
[12] Brookhaven Natl Lab, 2 Ctr Rd, Upton, NY 11973 USA
[13] Univ Michigan, Dept Phys, Ann Arbor, MI 48109 USA
[14] Boston Univ, Phys Dept, 590 Commonwealth Ave, Boston, MA 02215 USA
基金
英国科学技术设施理事会; 美国国家科学基金会;
关键词
baryon acoustic oscillations; dark energy experiments; Lyman alpha forest; red-shift surveys; BARYON ACOUSTIC-OSCILLATIONS; EQUATION-OF-STATE; POWER-SPECTRUM; GRAVITATIONAL COLLAPSE; INTERGALACTIC MEDIUM; CROSS-CORRELATION; NEUTRAL HYDROGEN; SCALE STRUCTURE; REDSHIFT; GALAXIES;
D O I
10.1088/1475-7516/2020/03/068
中图分类号
P1 [天文学];
学科分类号
0704 ;
摘要
The statistical power of Lyman-alpha forest Baryon Acoustic Oscillation (BAO) measurements is set to increase significantly in the coming years as new instruments such as the Dark Energy Spectroscopic Instrument deliver progressively more constraining data. Generating mock datasets for such measurements will be important for validating analysis pipelines and evaluating the effects of systematics. With such studies in mind, we present LyaCoLoRe: a package for producing synthetic Lyman-alpha forest survey datasets for BAO analyses. LyaCoLoRe transforms initial Gaussian random field skewers into skewers of transmitted flux fraction via a number of fast approximations. In this work we explain the methods of producing mock datasets used in LyaCoLoRe, and then measure correlation functions on a suite of realisations of such data. We demonstrate that we are able to recover the correct BAO signal, as well as large-scale bias parameters similar to literature values. Finally, we briefly describe methods to add further astrophysical effects to our skewers - high column density systems and metal absorbers - which act as potential complications for BAO analyses.
引用
收藏
页数:30
相关论文
共 8 条
  • [1] Broadband distortion modeling in Lyman-α forest BAO fitting
    Blomqvist, Michael
    Kirby, David
    Bautista, Julian E.
    Arinyo-i-Prats, Andreu
    Busca, Nicolas G.
    Miralda-Escude, Jordi
    Slosar, Anze
    Font-Ribera, Andreu
    Margala, Daniel
    Schneider, Donald P.
    Vazquez, Jose A.
    JOURNAL OF COSMOLOGY AND ASTROPARTICLE PHYSICS, 2015, (11):
  • [2] Precision measurements of EFT parameters and BAO peak shifts for the Lyman-α forest
    de Belsunce, Roger
    Chen, Shi-Fan
    Ivanov, Mikhail M.
    Ravoux, Corentin
    Chabanier, Solene
    Sexton, Jean
    Lukic, Zarija
    PHYSICAL REVIEW D, 2025, 111 (06)
  • [3] Optimizing BAO measurements with non-linear transformations of the Lyman-α forest
    Wang, Xinkang
    Font-Ribera, Andreu
    Seljak, Uros
    JOURNAL OF COSMOLOGY AND ASTROPARTICLE PHYSICS, 2015, (04):
  • [4] Cosmology beyond BAO from the 3D distribution of the Lyman-α forest
    Cuceu, Andrei
    Font-Ribera, Andreu
    Joachimi, Benjamin
    Nadathur, Seshadri
    MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, 2021, 506 (04) : 5439 - 5450
  • [5] Cosmological parameters from recent cosmological datasets including Lyman-α forest data
    Slosar, A.
    McDonald, P.
    Seljak, U.
    NEW ASTRONOMY REVIEWS, 2007, 51 (3-4) : 327 - 331
  • [6] The Alcock-Paczynski effect from Lyman-α forest correlations: analysis validation with synthetic data
    Cuceu, Andrei
    Font-Ribera, Andreu
    Martini, Paul
    Joachimi, Benjamin
    Nadathur, Seshadri
    Rich, James
    Gonzalez-Morales, Alma X.
    du Mas des Bourboux, Helion
    Farr, James
    MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, 2023, 523 (03) : 3773 - 3790
  • [7] Predictions for BAO distance estimates from the cross-correlation of the Lyman-α forest and redshifted 21-cm emission
    Sarkar, Tapomoy Guha
    Bharadwaj, Somnath
    JOURNAL OF COSMOLOGY AND ASTROPARTICLE PHYSICS, 2013, (08):
  • [8] Dark energy and curvature from a future baryonic acoustic oscillation survey using the Lyman-α forest
    McDonald, Patrick
    Eisenstein, Daniel J.
    PHYSICAL REVIEW D, 2007, 76 (06)