Cosmic Ray Spectrum and Composition from PeV to EeV Using 3 Years of Data From IceTop and IceCube
arXiv:1906.04317 · doi:10.1103/PhysRevD.100.082002
Abstract
We report on measurements of the all-particle cosmic ray energy spectrum and composition in the PeV to EeV energy range using three years of data from the IceCube Neutrino Observatory. The IceTop detector measures cosmic ray induced air showers on the surface of the ice, from which the energy spectrum of cosmic rays is determined by making additional assumptions about the mass composition. A separate measurement is performed when IceTop data are analyzed in coincidence with the high-energy muon energy loss information from the deep in-ice IceCube detector. In this measurement, both the spectrum and the mass composition of the primary cosmic rays are simultaneously reconstructed using a neural network trained on observables from both detectors. The performance and relative advantages of these two distinct analyses are discussed, including the systematic uncertainties and the dependence on the hadronic interaction models, and both all-particle spectra as well as individual spectra for elemental groups are presented.
This was the final submitted version. Changes for this update: four minor typos, addition of figure 15, addition of footnote 7. Differences between this version and the final published version include a few more small typos, updated reference links and journal formatting
References in corpus (23)
- EPOS LHC : test of collective hadronization with LHC data
- Monte Carlo treatment of hadronic interactions in enhanced Pomeron scheme: I. QGSJET-II model
- The IceCube Neutrino Observatory: Instrumentation and Online Systems
- First Observation of the Greisen-Zatsepin-Kuzmin Suppression
- KASCADE measurements of energy spectra for elemental groups of cosmic rays: Results and open problems
- Cosmic ray event generator Sibyll 2.1
- Kernel Estimation in High-Energy Physics
- Measurements of the Cosmic Ray Composition with Air Shower Experiments
- The IceCube Data Acquisition System: Signal Capture, Digitization, and Timestamping
- Spectrum of cosmic-ray nucleons and the atmospheric muon charge ratio
- Calibration and Characterization of the IceCube Photomultiplier Tube
- Energy Reconstruction Methods in the IceCube Neutrino Telescope
- IceTop: The surface component of IceCube
- The all-particle spectrum of primary cosmic rays in the wide energy range from 10^14 eV to 10^17 eV observed with the Tibet-III air-shower array
- Measurement of South Pole ice transparency with the IceCube LED calibration system
- Measurement of the cosmic ray energy spectrum with IceTop-73
- Report on Tests and Measurements of Hadronic Interaction Properties with Air Showers
- The Cosmic-Ray Energy Spectrum between 2 PeV and 2 EeV Observed with the TALE detector in monocular mode
- Light tracking through ice and water -- Scattering and absorption in heterogeneous media with Photonics
- The Energy Spectrum of Cosmic Rays above 10 eV Measured by the Fluorescence Detectors of the Telescope Array Experiment in Seven Years
- Measuring extensive air showers with Cherenkov light detectors of the Yakutsk array: The energy spectrum of cosmic rays
- Cosmic Ray Composition and Energy Spectrum from 1-30 PeV Using the 40-String Configuration of IceTop and IceCube
- Study of cosmic ray events with high muon multiplicity using the ALICE detector at the CERN Large Hadron Collider
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- IceCube-Gen2: The Window to the Extreme Universe
- The ALICE experiment: a journey through QCD
- The Muon Puzzle in cosmic-ray induced air showers and its connection to the Large Hadron Collider
- Measurement of ultra-high-energy diffuse gamma-ray emission of the Galactic plane from 10 TeV to 1 PeV with LHAASO-KM2A
- The energy spectrum of cosmic rays beyond the turn-down around eV as measured with the surface detector of the Pierre Auger Observatory
- Ultra-High-Energy Cosmic Rays: The Intersection of the Cosmic and Energy Frontiers
- The shape of the cosmic ray proton spectrum
- Cosmic-ray database update: ultra-high energy, ultra-heavy, and anti-nuclei cosmic-ray data (CRDB v4.0)
- Massive star cluster origin for the galactic cosmic ray population at very-high energies
- Measurements of All-Particle Energy Spectrum and Mean Logarithmic Mass of Cosmic Rays from 0.3 to 30 PeV with LHAASO-KM2A
- Galactic diffuse gamma rays meet the PeV frontier
- Diffuse Emission of Galactic High-Energy Neutrinos from a Global Fit of Cosmic Rays
- The Cosmic-Ray Composition between 2 PeV and 2 EeV Observed with the TALE Detector in Monocular Mode
- Cosmic Ray Spectrum from 250 TeV to 10 PeV using IceTop
- Density of GeV muons in air showers measured with IceTop
- Particle acceleration and multimessenger emission from starburst-driven galactic winds
- Galactic diffuse gamma-ray emission from GeV to PeV energies in light of up-to-date cosmic ray measurements
- Where are Milky Way's Hadronic PeVatrons?
- Deciphering the Origin of the GeV--TeV Gamma-ray Emission from SS 433
- Magnetically Arrested Disks in Quiescent Black-Hole Binaries: Formation Scenario, Observable Signatures, and Potential PeVatrons
- Pion decay model of TIBET-AS PeV gamma-ray signal
- A cosmic-ray database update: CRDB v4.1
- Galactic gamma-ray and neutrino emission from interacting cosmic-ray nuclei
- 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
- Terzina on board NUSES: a pathfinder for EAS Cherenkov Light Detection from space
- On the Accuracy of Underground Muon Intensity Calculations
- Probing the galactic cosmic-ray density with current and future -ray instruments
- Precise measurements of the cosmic ray proton energy spectrum in the "knee'' region
- Reacceleration of Galactic Cosmic Rays Beyond the Knee at the Termination Shock of a Cosmic-Ray-Driven Galactic Wind
- Detection prospects of very and ultra high-energy gamma rays from extended sources with ASTRI, CTA, and LHAASO
- Determination of the Cosmic-Ray Chemical Composition: Open Issues and Prospects
- Framework and Tools for the Simulation and Analysis of the Radio Emission from Air Showers at IceCube
- Cosmic ray mass composition at the knee using azimuthal fluctuations of air shower particles detected at ground by the KASCADE experiment
- Profiles of energetic muons in the atmosphere
- Energy spectra of elemental groups of cosmic rays with the KASCADE experiment data and machine learning
- Study of Mass Composition of Cosmic Rays with IceTop and IceCube
- On the prompt contribution to the atmospheric neutrino flux
- On the origin of the spectral features observed in the cosmic ray spectrum
- Energy dependence of the knee in the cosmic ray spectrum across the Milky Way
- Microquasar jet-cocoon systems as PeVatrons
- Scaling violation in interaction of cosmic ray hadrons and the nature of the 3 PeV knee in the spectrum of primary cosmic rays
- Large-scale anisotropies of extragalactic cosmic rays below the ankle
- The prediction of using LHAASO's cosmic-ray electron measurements to constrain decaying heavy dark matter
- Imprints of PeV cosmic-ray sources on the diffuse gamma-ray emission
- Setting an upper limit for the total TeV neutrino flux from the disk of our Galaxy
- LHAASO protons versus LHAASO diffuse gamma-rays: a consistency check
- The Origin of the Very-High-Energy Diffuse -Ray Emission: The Case for Galactic Source Cocoons
- Exploring the high energy frontiers of the Milky Way with ground-based gamma-ray astronomy: PeVatrons and the quest for the origin of Galactic cosmic-rays
- The cosmic-ray spectrum in the PeV to EeV energy range
- Interpreting the GeV-TeV Gamma-Ray Spectra of Local Giant Molecular Clouds using GEANT4 Simulation
- Magnetic Suppression of Cosmic Rays' Flux in and Theories of Gravity
- Signatures of anisotropic diffusion around PeVatrons in 100 TeV gamma-ray data
- Detecting gamma-rays with moderate resolution and large field of view: Particle detector arrays and water Cherenkov technique
- Multimuons in cosmic-ray events as seen in ALICE at the LHC
- An extreme particle accelerator powered by pulsar PSR J1849-0001
- Methods of machine learning for the analysis of cosmic rays mass composition with the KASCADE experiment data
- Unifying supervised learning and VAEs -- coverage, systematics and goodness-of-fit in normalizing-flow based neural network models for astro-particle reconstructions
- Multi-messenger Implications of Sub-PeV Diffuse Galactic Gamma-Ray Emission
- Measurement of the mean number of muons with energies above 500 GeV in air showers detected with the IceCube Neutrino Observatory
- Precise Measurement of the Cosmic Ray Helium Spectrum above 0.1 PeV
- Three-year performance of the IceAct telescopes at the IceCube Neutrino Observatory
- On the contribution of cosmic-ray interactions in the circumgalactic gas to the observed high-energy neutrino flux
- Spatial dependence of the break in the energy spectrum of cosmic rays in the new anisotropic diffusion approach
- SPHERE-3: tackling the problem of primary cosmic ray mass composition with a new approach
- First constraints on axion-like particles from Galactic sub-PeV gamma rays
- The Forward Physics Facility at the High-Luminosity LHC
- LHAASO Galactic Plane -rays Strongly Constrain Heavy Dark Matter
- Cosmic ray mass composition measurement in the energy range from eV to eV observed with the TALE hybrid detector
- Joint constraint on the propagation origin of the cosmic-ray spectral knee from energy spectrum and anisotropy observations
- Cosmic ray composition study using machine learning at the IceCube Neutrino Observatory
- Suppressed diffusion and gamma-ray emission from the Cygnus bubble
- Constraining the position of the knee in the galactic cosmic ray spectrum with ultra-high-energy diffuse -rays
- Lateral Distribution Function of Extensive Air Showers Cherenkov Light and Stable Laws: Fast Modelling Method for the CORSIKA Code
- Cosmic-Ray Mass Composition around the Knee via Principal Component Analysis
- Cosmic Ray Detection with the IceTop Enhancement
- Recent results of cosmic-ray studies with IceTop at the IceCube Neutrino
- Interpreting the LHAASO Galactic diffuse emission data
- On the stochastic nature of Galactic cosmic-ray sources
- Cosmic Ray Spectrum and Composition from PeV to EeV from the IceCube Neutrino Observatory
- Low Energy Cosmic Ray Spectrum from 250 TeV to 10 PeV using IceTop
- A Three-dimensional Reconstruction of Cosmic Ray Events in IceCube
- Energy spectrum and mass composition of the primary cosmic rays based on the intensity of muon bundles detected in the NEVOD-DECOR experiment