4.7 Article

New constraints on Lyman-α opacity with a sample of 62 quasars at z > 5.7

Journal

MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
Volume 479, Issue 1, Pages 1055-1076

Publisher

OXFORD UNIV PRESS
DOI: 10.1093/mnras/sty1344

Keywords

intergalactic medium; quasars: absorption lines; dark ages, reionization, first stars

Funding

  1. ESO Telescopes at the La Silla Paranal Observatory [084.A-0390, 096.A-0095, 096.A-0411]
  2. NSF [AST-9987045, AST-1615814]
  3. NSF Telescope System Instrumentation Program
  4. Ohio Board of Regents
  5. Ohio State University Office of Research
  6. W. M. Keck Foundation
  7. European Research Council (ERC) under the European Union's Horizon 2020 research and innovation programme [669253]
  8. Science and Technology Funding Coucil (STFC)
  9. ERC Advanced Grant Emergence [32056]
  10. U.S. NSF [AST 15-15115]
  11. National Key R&D Program of China [2016YFA0400703]
  12. National Science Foundation of China [11533001]
  13. Partnership for Advanced Computing in Europe 8th call
  14. BIS National E-infrastructure capital grant [ST/J005673/1]
  15. STFC [ST/H008586/1, ST/K00333X/1]
  16. Direct For Mathematical & Physical Scien [1615814] Funding Source: National Science Foundation
  17. Direct For Mathematical & Physical Scien
  18. Division Of Astronomical Sciences [1515115] Funding Source: National Science Foundation
  19. Division Of Astronomical Sciences [1615814] Funding Source: National Science Foundation

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We present measurements of the mean and scatter of the intergalactic medium (IGM) Lyman-alpha opacity at 4.9 < z < 6.1 along the lines of sight of 62 quasars at z(source)> 5.7, the largest sample assembled at these redshifts to date by a factor of two, The sample size enables us to sample cosmic variance at these redshifts more robustly than ever before, The spectra used here were obtained by the Sloan Digital Sky Survey, Dark Energy Survey-VISTA Hemisphere Survey, and Subaru High-z Exploration of Low-Luminosity Quasars collaborations, drawn from the Echellette Spectrograph and Imager and X-Shooter archives, reused from previous studies or observed specifically for this work. We measure the effective optical depth of Lyman-u in bins of 10, 30, 50, and 70 cMpc h(-1), construct cumulative distribution functions under two treatments of upper limits on flux and explore an empirical analytic fit to residual Lyman transmission. We verify the consistency of our results with those of previous studies via bootstrap resampling and confirm the existence of tails towards high values in the opacity distributions, which may persist down to z similar to 5.2. Comparing our results with predictions from cosmological simulations, we find further strong evidence against models that include a spatially uniform ionizing background and temperature-density relation. We also compare to IGM models that include either a fluctuating ultraviolet background dominated by rare quasars or temperature fluctuations due to patchy reionization. Although both models produce better agreement with the observations, neither fully captures the observed scatter in IGM opacity. Our sample of 62 z > 5.7 quasar spectra opens many avenues for future study of the reionization epoch.

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