Multi-dimensional population modelling using frbpoppy: magnetars can produce the observed Fast Radio Burst sky
arXiv:2012.06396 · doi:10.1051/0004-6361/202040119
Abstract
Fast Radio Bursts (FRBs) are energetic, short, bright transients that occur frequently over the entire radio sky. The observational challenges following from their fleeting, generally one-off nature have prevented identification of the underlying sources producing the bursts. As the population of detected FRBs grows, the observed distributions of brightness, pulse width and dispersion measure now begin to take shape. Meaningful direct interpretation of these distributions is, however, made impossible by the selection effects that telescope and search pipelines invariably imprint on each FRB survey. Here we show that multi-dimensional FRB population synthesis can find a single, self-consistent population of FRB sources that can reproduce the real-life results of the major ongoing FRB surveys. This means that individual observed distributions can now be combined to derive the properties of the intrinsic FRB source population. The characteristics of our best-fit model for one-off FRBs agree with a population of magnetars. We extrapolate this model and predict the number of FRBs future surveys will find. For surveys that have commenced, the method we present here can already determine the composition of the FRB source class, and potentially even its subpopulations.
arXiv comment12 pages, 4 figures, accepted by Astronomy & Astrophysics
References in corpus (66)
- The NumPy array: a structure for efficient numerical computation
- Binary companions of evolved stars in APOGEE DR14: Search method and catalog of ~5,000 companions
- Astrophysics Source Code Library
- A fast radio burst associated with a Galactic magnetar
- A bright millisecond-duration radio burst from a Galactic magnetar
- A census of baryons in the Universe from localized fast radio bursts
- Fast Radio Bursts
- Fast Radio Bursts: An Extragalactic Enigma
- A model for fast extragalactic radio bursts
- Fast radio bursts as synchrotron maser emission from decelerating relativistic blast waves
- CHIME/FRB Detection of Eight New Repeating Fast Radio Burst Sources
- The CHIME Fast Radio Burst Project: System Overview
- The High Time Resolution Universe Pulsar Survey I: System configuration and initial discoveries
- Cosmological Fast Radio Bursts from Binary Neutron Star Mergers
- FRB 121102 Bursts Show Complex Time-Frequency Structure
- Supergiant Pulses from Extragalactic Neutron Stars
- Five new Fast Radio Bursts from the HTRU high latitude survey: first evidence for two-component bursts
- Cosmic Dispersion Measure from Gamma-Ray Burst Afterglows: Probing the Reionization History and the Burst Environment
- Science With The Australian Square Kilometre Array Pathfinder
- Nine New Repeating Fast Radio Burst Sources from CHIME/FRB
- The pulsar spectral index distribution
- The SUrvey for Pulsars and Extragalactic Radio Bursts II: New FRB discoveries and their follow-up
- A Multi-telescope Campaign on FRB 121102: Implications for the FRB Population
- On the radiation mechanism of repeating fast radio bursts
- On the FRB luminosity function -- II. Event rate density
- The magnetar 1E 1547.0-5408: radio spectrum, polarimetry, and timing
- The Commensal Real-time ASKAP Fast Transients (CRAFT) survey
- Detection of two bright radio bursts from magnetar SGR 1935+2154
- On the normalised FRB luminosity function
- The spectral properties of the bright FRB population
- SGR J1550-5418 bursts detected with the Fermi Gamma-ray Burst Monitor during its most prolific activity
- FRB repetition and non-Poissonian statistics
- Implications from ASKAP Fast Radio Burst Statistics
- FRB event rate counts I --- Interpreting the Observations
- Are the distributions of Fast Radio Burst properties consistent with a cosmological population?
- The faster the narrower: characteristic bulk velocities and jet opening angles of Gamma Ray Bursts
- The Fast Radio Burst Luminosity Function and Death Line in the Low-Twist Magnetar Model
- FRB 121102: A repeatedly combed neutron star by a nearby low-luminosity accreting super-massive black hole
- Simultaneous multifrequency radio observations of the Galactic Centre magnetar SGR J1745-2900
- Extracting host galaxy dispersion measure and constraining cosmological parameters using fast radio burst data
- Repeating fast radio bursts with WSRT/Apertif
- Five new real-time detections of Fast Radio Bursts with UTMOST
- The Slope of the Source-Count Distribution for Fast Radio Bursts
- A Search for Fast Radio Bursts with the GBNCC Pulsar Survey
- On the energy and redshift distributions of fast radio bursts
- Interpreting the distributions of FRB observables
- The Non-homogeneous Poisson Process for Fast Radio Burst Rates
- Localized FRBs are Consistent with Magnetar Progenitors Formed in Core-Collapse Supernovae
- Bright Giant Pulses from the Crab Nebula Pulsar: Statistical Properties, Pulse Broadening and Scattering due to the Nebula
- Large host-galaxy dispersion measure of fast radio bursts
- Beaming as an explanation of the repetition/width relation in FRBs
- Constraining the era of helium reionization using fast radio bursts
- A population analysis of pulse broadening in ASKAP Fast Radio Bursts
- The Future of Fast Radio Burst Science
- Estimates of Fast Radio Burst Dispersion Measures from Cosmological Simulations
- Distinct properties of the radio burst emission from the magnetar XTE J1810-197
- Synthesizing the repeating FRB population using frbpoppy
- Spectral Flattening at Low Frequencies in Crab Giant Pulses
- Synthesizing the intrinsic FRB population using frbpoppy
- Fast radio bursts: do repeaters and non-repeaters originate in statistically similar ensembles
- Enhanced Rates of Fast Radio Bursts from Galaxy Clusters
- Constraining Redshifts of Unlocalised Fast Radio Bursts
- A LOFAR radio search for single and periodic pulses from M31
- Packed Ultra-wideband Mapping Array (PUMA): Astro2020 RFI Response
- Population synthesis of binary stars
- Population modelling of FRBs from intrinsic properties
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- Modeling Fast Radio Burst Dispersion and Scattering Properties in the First CHIME/FRB Catalog
- A fast radio burst with sub-millisecond quasi-periodic structure
- Radio Scattering Horizons for Galactic and Extragalactic Transients
- The Galactic neutron star population I - an extragalactic view of the Milky Way and the implications for fast radio bursts
- Birth and Evolution of Fast Radio Bursts: Strong Population-Based Evidence for a Neutron-Star Origin
- The Apertif Radio Transient System (ARTS): Design, Commissioning, Data Release, and Detection of the first 5 Fast Radio Bursts
- Comprehensive analysis of the Apertif Fast Radio Burst sample: similarities with young, energetic neutron stars
- Fast Radio Bursts
- Constraints on the progenitor models of fast radio bursts from population synthesis with the first CHIME/FRB catalog
- Comparison of the Parkes and FAST FRB DM Distribution
- A Comprehensive Study of the Energy and Redshift Distributions of the Fast Radio Burst Population Based on the First CHIME/FRB Catalog