TY - JOUR
T1 - Epoch of reionization 21 cm forecasting from MCMC-constrained semi-numerical models
AU - Hassan, Sultan
AU - Davé, Romeel
AU - Finlator, Kristian
AU - Santos, Mario G.
N1 - Funding Information:
We thank Jonathan Pober for making his 21CMSENSE sensitivity code publicly available, providing the SKA antenna coordinates, helpful discussions and comments. We acknowledge helpful discussions with Andrei Mesinger, Greig Bradley, Emanuele Sobacchi, Jonathan Zwart, Girish Kulkarni, Tirthankar Roy Choudhury and Neal Katz. We also thank Dan Foreman-Mackey for his excellent MCMC code EMCEE and visualization package CORNER (Foreman- Mackey 2016). SH is supported by the Deutscher Akademischer Austauschdienst (DAAD) Foundation. RD and SH are supported by the South African Research Chairs Initiative and the South African National Research Foundation. MGS is supported by the South African Square Kilometre Array Project and National Research We thank Jonathan Pober for making his 21CMSENSE sensitivity code publicly available, providing the SKA antenna coordinates, helpful discussions and comments. We acknowledge helpful discussions with Andrei Mesinger, Greig Bradley, Emanuele Sobacchi, Jonathan Zwart, Girish Kulkarni, Tirthankar Roy Choudhury and Neal Katz. We also thank Dan Foreman-Mackey for his excellent MCMC code EMCEE and visualization package CORNER (Foreman- Mackey 2016). SH is supported by the Deutscher Akademischer Austauschdienst (DAAD) Foundation. RD and SH are supported by the South African Research Chairs Initiative and the South African National Research Foundation. MGS is supported by the South African Square Kilometre Array Project and National Research Foundation. This work was also supported by NASA grant NNX12AH86G. Part of this work was conducted at the Aspen Center for Physics, which is supported by National Science Foundation grant PHY-1066293. Computations were performed at the cluster 'Baltasar-Sete-Sois', supported by the DyBHo-256667 ERC Starting Grant, and the University of the Western Cape's 'Pumbaa'cluster.
Publisher Copyright:
© 2017 The Authors. Published by Oxford University Press on behalf of the Royal Astronomical Society.
PY - 2017/6/11
Y1 - 2017/6/11
N2 - The recent low value of Planck Collaboration XLVII integrated optical depth to Thomson scattering suggests that the reionization occurred fairly suddenly, disfavouring extended reionization scenarios. This will have a significant impact on the 21 cm power spectrum. Using a seminumerical framework, we improve our model from instantaneous to include time-integrated ionization and recombination effects, and find that this leads to more sudden reionization. It also yields larger HII bubbles that lead to an order of magnitude more 21 cm power on large scales, while suppressing the small-scale ionization power. Local fluctuations in the neutral hydrogen density play the dominant role in boosting the 21 cm power spectrum on large scales, while recombinations are subdominant. We use a Monte Carlo Markov chain approach to constrain our model to observations of the star formation rate functions at z = 6, 7, 8 from Bouwens et al., the Planck Collaboration XLVII optical depth measurements and the Becker & Bolton ionizing emissivity data at z ~ 5.We then use this constrained model to perform 21 cm forecasting for Low Frequency Array, Hydrogen Epoch of Reionization Array and Square Kilometre Array in order to determine how well such data can characterize the sources driving reionization. We find that the Mock 21 cm power spectrum alone can somewhat constrain the halo mass dependence of ionizing sources, the photon escape fraction and ionizing amplitude, but combining the Mock 21 cm data with other current observations enables us to separately constrain all these parameters. Our framework illustrates how the future 21 cm data can play a key role in understanding the sources and topology of reionization as observations improve.
AB - The recent low value of Planck Collaboration XLVII integrated optical depth to Thomson scattering suggests that the reionization occurred fairly suddenly, disfavouring extended reionization scenarios. This will have a significant impact on the 21 cm power spectrum. Using a seminumerical framework, we improve our model from instantaneous to include time-integrated ionization and recombination effects, and find that this leads to more sudden reionization. It also yields larger HII bubbles that lead to an order of magnitude more 21 cm power on large scales, while suppressing the small-scale ionization power. Local fluctuations in the neutral hydrogen density play the dominant role in boosting the 21 cm power spectrum on large scales, while recombinations are subdominant. We use a Monte Carlo Markov chain approach to constrain our model to observations of the star formation rate functions at z = 6, 7, 8 from Bouwens et al., the Planck Collaboration XLVII optical depth measurements and the Becker & Bolton ionizing emissivity data at z ~ 5.We then use this constrained model to perform 21 cm forecasting for Low Frequency Array, Hydrogen Epoch of Reionization Array and Square Kilometre Array in order to determine how well such data can characterize the sources driving reionization. We find that the Mock 21 cm power spectrum alone can somewhat constrain the halo mass dependence of ionizing sources, the photon escape fraction and ionizing amplitude, but combining the Mock 21 cm data with other current observations enables us to separately constrain all these parameters. Our framework illustrates how the future 21 cm data can play a key role in understanding the sources and topology of reionization as observations improve.
KW - Cosmology: theory
KW - Dark ages, reionization, first stars
KW - Early universe
KW - Galaxies: formation
KW - Galaxies: high redshift
KW - Galaxies:evolution
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U2 - 10.1093/mnras/stx420
DO - 10.1093/mnras/stx420
M3 - Article
AN - SCOPUS:85017282801
VL - 468
SP - 122
EP - 139
JO - Monthly Notices of the Royal Astronomical Society
JF - Monthly Notices of the Royal Astronomical Society
SN - 0035-8711
IS - 1
ER -