Depth of Maximum of Air-Shower Profiles at the Pierre Auger Observatory: Composition Implications
arXiv:1409.5083 · doi:10.1103/PhysRevD.90.122006
Abstract
Using the data taken at the Pierre Auger Observatory between December 2004 and December 2012, we have examined the implications of the distributions of depths of atmospheric shower maximum (Xmax), using a hybrid technique, for composition and hadronic interaction models. We do this by fitting the distributions with predictions from a variety of hadronic interaction models for variations in the composition of the primary cosmic rays and examining the quality of the fit. Regardless of what interaction model is assumed, we find that our data are not well described by a mix of protons and iron nuclei over most of the energy range. Acceptable fits can be obtained when intermediate masses are included, and when this is done consistent results for the proton and iron-nuclei contributions can be found using the available models. We observe a strong energy dependence of the resulting proton fractions, and find no support from any of the models for a significant contribution from iron nuclei. However, we also observe a significant disagreement between the models with respect to the relative contributions of the intermediate components.
13 pages, 7 figures
References in corpus (3)
Cited by in corpus (180)
- IceCube-Gen2: The Window to the Extreme Universe
- Observation of a Large-scale Anisotropy in the Arrival Directions of Cosmic Rays above eV
- Depth of Maximum of Air-Shower Profiles at the Pierre Auger Observatory: Measurements at Energies above 10^17.8 eV
- Combined fit of spectrum and composition data as measured by the Pierre Auger Observatory
- CRPropa 3 - a Public Astrophysical Simulation Framework for Propagating Extraterrestrial Ultra-High Energy Particles
- Indication of anisotropy in arrival directions of ultra-high-energy cosmic rays through comparison to the flux pattern of extragalactic gamma-ray sources
- The Large Hadron-Electron Collider at the HL-LHC
- Testing Hadronic Interactions at Ultrahigh Energies with Air Showers Measured by the Pierre Auger Observatory
- Measurement of the cosmic-ray energy spectrum above eV using the Pierre Auger Observatory
- Open Questions in Cosmic-Ray Research at Ultrahigh Energies
- Radio detection of Cosmic-Ray Air Showers and High-Energy Neutrinos
- Grand Unified Neutrino Spectrum at Earth: Sources and Spectral Components
- Features of the energy spectrum of cosmic rays above eV using the Pierre Auger Observatory
- Ultra-High-Energy Cosmic Rays
- Origin of the ankle in the ultra-high energy cosmic ray spectrum and of the extragalactic protons below it
- A large light-mass component of cosmic rays at 10^{17} - 10^{17.5} eV from radio observations
- Large-scale cosmic-ray anisotropies above 4 EeV measured by the Pierre Auger Observatory
- Evidence for a mixed mass composition at the `ankle' in the cosmic-ray spectrum
- The energy spectrum of cosmic rays beyond the turn-down around eV as measured with the surface detector of the Pierre Auger Observatory
- Low-luminosity gamma-ray bursts as the sources of ultrahigh-energy cosmic ray nuclei
- A complete model of the CR spectrum and composition across the Galactic to Extragalactic transition
- Determining the fraction of cosmic-ray protons at ultra-high energies with cosmogenic neutrinos
- Progress in unveiling extreme particle acceleration in persistent astrophysical jets
- Ultra-High-Energy Cosmic Rays: The Intersection of the Cosmic and Energy Frontiers
- Measurement of the fluctuations in the number of muons in extensive air showers with the Pierre Auger Observatory
- Indications of Negative Evolution for the Sources of the Highest Energy Cosmic Rays
- Cosmogenic Neutrinos Challenge the Cosmic Ray Proton Dip Model
- The Energy Spectrum of Cosmic Rays above 10 eV Measured by the Fluorescence Detectors of the Telescope Array Experiment in Seven Years
- "Espresso" Acceleration of Ultra-high-energy Cosmic Rays
- Effects of uncertainties in simulations of extragalactic UHECR propagation, using CRPropa and SimProp
- Cosmic-ray anisotropies in right ascension measured by the Pierre Auger Observatory
- Super Heavy Dark Matter in light of BICEP2, Planck and Ultra High Energy Cosmic Rays Observations
- Study of muons from ultra-high energy cosmic ray air showers measured with the Telescope Array experiment
- Particle acceleration in the superwinds of starburst galaxies
- Constraining the sources of ultra-high-energy cosmic rays across and above the ankle with the spectrum and composition data measured at the Pierre Auger Observatory
- Acceleration of ultrahigh-energy cosmic rays in starburst superwinds
- High-energy cosmic ray nuclei from tidal disruption events: Origin, survival, and implications
- Progress towards characterizing ultrahigh energy cosmic ray sources
- Mass composition of ultra-high-energy cosmic rays with the Telescope Array Surface Detector Data
- The fate of ultrahigh energy nuclei in the immediate environment of young fast-rotating pulsars
- Escape model for Galactic cosmic rays and an early extragalactic transition
- Progress in high-energy cosmic ray physics
- Implications of Strong Intergalactic Magnetic Fields for Ultra-High-Energy Cosmic-Ray Astronomy
- Ultra-High-Energy Cosmic Rays from Radio Galaxies
- On ultra-high energy cosmic ray acceleration at the termination shock of young pulsar winds
- Measurement of the Proton-Air Cross Section with Telescope Array's Middle Drum Detector and Surface Array in Hybrid Mode
- Ultrahigh Energy Cosmic Rays and Black Hole Mergers
- Cosmic-ray database update: ultra-high energy, ultra-heavy, and anti-nuclei cosmic-ray data (CRDB v4.0)
- A minimal model for extragalactic cosmic rays and neutrinos
- Restrictions from Lorentz invariance violation on cosmic ray propagation
- Cascade photons as test of protons in UHECR
- Anisotropies of ultra-high energy cosmic ray nuclei diffusing from extragalactic sources
- Ultrahigh energy cosmic rays from a nearby extragalactic source in the diffusive regime
- SimProp v2r4: Monte Carlo simulation code for UHECR propagation
- Data-driven estimation of the invisible energy of cosmic ray showers with the Pierre Auger Observatory
- An upper limit on the strength of the extragalactic magnetic field from ultra-high-energy cosmic-ray anisotropy
- Nuclear Physics Meets the Sources of the Ultra-High Energy Cosmic Rays
- Detection of ultra-high energy cosmic ray showers with a single-pixel fluorescence telescope
- Production and propagation of ultra-high energy photons using CRPropa 3
- Ultra-high-energy-cosmic-ray hot spots from tidal disruption events
- Deflections of UHECRs in the Galactic magnetic field
- Probing the energy spectrum of hadrons in proton air interactions at ultrahigh energies through the fluctuations of the muon content of extensive air showers
- Search for EeV Protons of Galactic Origin
- Unified model for cosmic rays above eV and the diffuse gamma-ray and neutrino backgrounds
- Unified atmospheric neutrino passing fractions for large-scale neutrino telescopes
- The Giant Radio Array for Neutrino Detection
- Multi-Messenger Physics with the Pierre Auger Observatory
- Ultrahigh-energy cosmic rays from tidally-ignited white dwarfs
- Bottom-up Acceleration of Ultra-High-Energy Cosmic Rays in the Jets of Active Galactic Nuclei
- Constraining models for the origin of ultra-high-energy cosmic rays with a novel combined analysis of arrival directions, spectrum, and composition data measured at the Pierre Auger Observatory
- A targeted search for point sources of EeV photons with the Pierre Auger Observatory
- Revisiting ultrahigh-energy constraints on decaying super-heavy dark matter
- Testing effects of Lorentz invariance violation in the propagation of astroparticles with the Pierre Auger Observatory
- Performance and science reach of POEMMA for ultrahigh-energy particles
- Limits on the Lorentz Invariance Violation from UHECR astrophysics
- Bayesian Inference Constraints on Astrophysical Production of Ultra-high Energy Cosmic Rays and Cosmogenic Neutrino Flux Predictions
- What can be learnt from UHECR anisotropies observations? Paper I : large-scale anisotropies and composition features
- Azimuthal asymmetry in the risetime of the surface detector signals of the Pierre Auger Observatory
- Testing Hadronic-Model Predictions of Depth of Maximum of Air-Shower Profiles and Ground-Particle Signals using Hybrid Data of the Pierre Auger Observatory
- Report of the Working Group on the Composition of Ultra High Energy Cosmic Rays
- Acceleration and propagation of ultra high energy cosmic rays
- Ultrahigh-Energy Cosmic Rays from the "En Caul" Birth of Magnetars
- Inference of the Mass Composition of Cosmic Rays with energies from to eV using the Pierre Auger Observatory and Deep Learning
- Search for Spatial Correlations of Neutrinos with Ultra-High-Energy Cosmic Rays
- Neutron β-decay as the origin of IceCube's PeV (anti)neutrinos
- Probing the Extragalactic Cosmic Rays origin with gamma-ray and neutrino backgrounds
- Constraint on modified dispersion relations for gravitational waves from gravitational Cherenkov radiation
- White paper on EUSO-SPB2
- Diffuse flux of ultra-high energy photons from cosmic-ray interactions in the disk of the Galaxy and implications for the search for decaying super-heavy dark matter
- Cosmic ray composition measurements and cosmic ray background free gamma-ray observations with Cherenkov telescopes
- Energetics of ultrahigh-energy cosmic-ray nuclei
- Angular distribution of cosmic rays from an individual source in a turbulent magnetic field
- Identification of Patterns in Cosmic-Ray Arrival Directions using Dynamic Graph Convolutional Neural Networks
- Binary neutron star mergers as the source of the highest energy cosmic rays
- Cosmic-ray fermion decay by emission of on-shell W bosons with CPT violation
- Sensitivity of EAS measurements to the energy spectrum of muons
- Study of the PeV Neutrino, -rays and UHECRs around The Lobes of Centaurus A
- Measurement of the Depth of Maximum of Air-Shower Profiles with energies between and eV using the Surface Detector of the Pierre Auger Observatory and Deep Learning
- Ultrahigh-Energy Cosmic Ray Composition from the Distribution of Arrival Directions
- Ultrahigh energy cosmic rays and neutrinos from light nuclei composition
- MARTA: A high-energy cosmic-ray detector concept with high-accuracy muon measurement
- High Energy Cosmic Rays from Fanaroff-Riley Radio Galaxies
- Constraining the energy spectrum of neutral pions in ultra-high-energy proton-air interactions
- Selected Topics in Cosmic Ray Physics
- Search for magnetically-induced signatures in the arrival directions of ultra-high-energy cosmic rays measured at the Pierre Auger Observatory
- What is the nature and origin of the highest-energy particles in the universe?
- Quantum gravity phenomenology at the dawn of the multi-messenger era -- A review
- The shape of the extragalactic cosmic ray spectrum from Galaxy Clusters
- Anisotropies of Ultra-high Energy Cosmic Rays Dominated by a Single Source in the Presence of Deflections
- Galactic halo bubble magnetic fields and UHECR deflections
- UHECR Echoes from the Council of Giants
- Systematic exploration of heavy element nucleosynthesis in protomagnetar outflows
- Modeling Strangeness Enhancements to resolve the Muon Excess in Cosmic Ray Extensive Air Shower Data
- Mass Composition of UHECRs from Distributions Recorded by the Pierre Auger and Telescope Array Observatories
- On the Measurement of the Helicity of Intergalactic Magnetic Fields Using Ultra-High-Energy Cosmic Rays
- LHC updated hadronic interaction packages analyzed up to cosmic-ray energies
- Ultrahigh energy cosmic rays from nearby starburst galaxies
- Cosmic-ray fermion decay through tau-antitau emission with Lorentz violation
- Probing superheavy dark matter through lunar radio observations of ultrahigh-energy neutrinos and the impacts of neutrino cascades
- The spectra and composition of Ultra High Energy Cosmic Rays and the measurement of the proton-air cross section
- Ultrahigh-energy neutrinos as a probe of espresso-shear acceleration in jets of Centaurus A
- Ultra-high-energy cosmic rays from ultra-fast outflows of active galactic nuclei
- High-Energy Neutrino Emission from Espresso-Reaccelerated Ions in Jets of Active Galactic Nuclei
- Searches for correlation between UHECR events and high-energy gamma-ray Fermi-LAT data
- Photon emission and decay from generic Lorentz Invariance Violation
- Mass composition of cosmic rays determined by muon fraction with 1 GeV in air showers with energy greater than 5 EeV
- Observable spectral and angular distributions of -rays from extragalactic ultrahigh energy cosmic ray accelerators: the case of extreme TeV blazars
- Constraints on the hosts of UHECR accelerators
- The Pierre Auger Observatory: review of latest results and perspectives
- Determination of the proton-to-helium ratio in cosmic rays at ultra-high energies from the tail of the distribution
- Anisotropies of Diffusive Ultra-high Energy Cosmic Rays in Gravity Theory
- Minimal prospects for radio detection of extensive air showers in the atmosphere of Jupiter
- Lorentz invariance violation as an explanation of muon excess in Auger data
- Can we reconcile the TA excess and hotspot with Auger observations?
- AugerPrime -- The upgrade of the Pierre Auger Observatory
- On the radiation energy density in the jet of high-energy emitting BL Lac objects and its impact on their multi-messenger role
- Learning the Composition of Ultra High Energy Cosmic Rays
- Origins of Extragalactic Cosmic Ray Nuclei by Contracting Alignment Patterns induced in the Galactic Magnetic Field
- The large-scale anisotropy and flux (de-)magnification of ultra-high-energy cosmic rays in the Galactic magnetic field
- What do the highest-energy cosmic-ray data suggest about possible new physics around 50 TeV?
- Interpretation of measurements of the number of muons in extensive air shower experiments
- New test of Lorentz symmetry using ultrahigh-energy cosmic rays
- On the parametrization of the distributions of depth of shower maximum of ultra-high energy extensive air showers
- Detection prospects of the Telescope Array hotspot by space observatories
- Analysis of Fermi-LAT observations, UHECRs and neutrinos from the radio galaxy Centaurus B
- The role of supernovae inside AGN jets in UHECR acceleration
- Deep learning method for identifying mass composition of ultra-high-energy cosmic rays
- Surprises from extragalactic propagation of UHECRs
- Abnormal threshold behaviors of photo-pion production off the proton in the GZK region
- Evidence for UHECR origin in starburst galaxies
- Exploiting the geomagnetic distortion of the inclined atmospheric showers
- Photoproduction total cross section and shower development
- A relook at the GZK Neutrino-Photon Connection: Impact of Extra-galactic Radio Background & UHECR properties
- A Heavy-Metal Scenario of Ultra-High-Energy Cosmic Rays
- Recent results from the Pierre Auger Observatory
- Evaluations of uncertainties in simulations of propagation of ultrahigh-energy cosmic-ray nuclei derived from microscopic nuclear models
- The highest energy cosmic rays: the past, the present and the future
- UHECRs mass composition from distributions
- Update on the indication of a mass-dependent anisotropy above eV in the hybrid data of the Pierre Auger Observatory
- Towards solving the mass-composition problem in ultra high energy cosmic rays
- Analysing Ultra High Energy Cosmic Rays' Anisotropy in Gravity Theory
- Evidence for a QCD accelerator in relativistic heavy-ion collisions
- A Model of the Response of Surface Detectors to Extensive Air Showers Based on Shower Universality
- Gravitational slingshots around black holes in a binary
- Constraints on the AGN flares as sources of ultra-high energy cosmic rays from the Fermi-LAT observations
- Ultra-High Energy Cosmic Rays: Recent Results and Future Plans of Auger
- Maximum entropy analysis of cosmic ray composition
- Cosmic ray mass composition measurement in the energy range from eV to eV observed with the TALE hybrid detector
- Testing Model Predictions of Depth of Air-Shower Maximum and Signals in Surface Detectors using Hybrid Data of the Pierre Auger Observatory
- Tau Now
- Determination of the invisible energy of extensive air showers from the data collected at Pierre Auger Observatory
- SimProp v2r3: Monte Carlo simulation code of UHECR propagation
- Aspects of astrophysical particle production and beyond the Standard Model phenomenology
- Constraints on hadronic models in extensive air showers with the Pierre Auger Observatory
- Fitting fractions of the distributions at ultra high energies
- Uncorrelated far AGN flaring with their delayed UHECRs events
- The influence of the observatory latitude on the study of ultra high energy cosmic rays
- Towards extracting cosmic magnetic field structures from cosmic-ray arrival directions
- Ultrahigh energy cosmic ray nuclei from remnants of dead quasars
- Study of Galactic interactions and propagation properties of ultrahigh energy cosmic rays using the precision spectrum from the Pierre Auger Observatory