Recovering the HII region size statistics from 21-cm tomography

Koki Kakiichi, Suman Majumdar, Garrelt Mellema, Benedetta Ciardi, Keri L. Dixon, Ilian T. Iliev, Vibor Jelić, Léon V.E. Koopmans, Saleem Zaroubi, Philipp Busch

Research output: Contribution to journalArticlepeer-review

Abstract

We introduce a novel technique, called 'granulometry', to characterize and recover the mean size and the size distribution of HII regions from 21-cm tomography. The technique is easy to implement, but places the previously not very well-defined concept of morphology on a firm mathematical foundation. The size distribution of the cold spots in 21-cm tomography can be used as a direct tracer of the underlying probability distribution of HII region sizes. We explore the capability of the method using large-scale reionization simulations and mock observational data cubes while considering capabilities of SquareKilometreArray 1 (SKA1) lowand a future extension to SKA2. We show that the technique allows the recovery of the HII region size distribution with a moderate signal-to-noise ratio from wide-field imaging (SNR ≲ 3), for which the statistical uncertainty is sample variance dominated. We address the observational requirements on the angular resolution, the field of view, and the thermal noise limit for a successful measurement. To achieve a full scientific return from 21-cm tomography and to exploit a synergy with 21-cm power spectra, we suggest an observing strategy using widefield imaging (several tens of square degrees) by an interferometric mosaicking/multibeam observation with additional intermediate baselines (~2-4 km) in an SKA phase 2.

Original languageEnglish
Pages (from-to)1936-1954
Number of pages19
JournalMONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
Volume471
Issue number2
DOIs
StatePublished - 2017
Externally publishedYes

Keywords

  • Cosmology: theory
  • Dark ages
  • First stars
  • Intergalactic medium
  • Methods: data analysis
  • Radiative transfer
  • Reionization
  • Techniques: image processing

All Science Journal Classification (ASJC) codes

  • Astronomy and Astrophysics
  • Space and Planetary Science

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