On the Accuracy of Underground Muon Intensity Calculations
arXiv:2109.11559 · doi:10.3847/1538-4357/ac5027
Abstract
Cosmic ray muons detected by deep underground and underwater detectors have served as an information source on the high-energy cosmic ray spectrum and hadronic interactions in air showers for almost a century. The theoretical interest in underground muons has nearly faded because space-borne experiments probe the cosmic ray spectrum more directly, and accelerators provide precise measurements of hadron yields. However, underground muons probe unique hadron interaction energies and phase space, which are still inaccessible to present accelerator experiments. The cosmic ray nucleon energies reach the hundred-TeV and PeV ranges, which are barely accessible with space-borne experiments. Our new calculation combines two modern computational tools: MCEq, for surface muon fluxes, and PROPOSAL, for underground transport. We demonstrate excellent agreement with measurements of cosmic ray muon intensities underground within estimated errors. Beyond that, the precision of historical data turns out to be significantly smaller than our error estimates. This result shows that the sources of high-energy atmospheric lepton flux uncertainties at the surface or underground can be significantly constrained without taking more data or building new detectors. The reduction of uncertainties can be expected to impact data analyses at large-volume neutrino telescopes and for the design of future ton-scale direct dark matter detectors.
arXiv comment15 pages, 12 figures, accepted for publication in ApJ. Added references and new figure in Section 4
References in corpus (54)
- EPOS LHC : test of collective hadronization with LHC data
- PAMELA Measurements of Cosmic-ray Proton and Helium Spectra
- Monte Carlo treatment of hadronic interactions in enhanced Pomeron scheme: I. QGSJET-II model
- Particle Physics with High Energy Neutrinos
- Observation and Characterization of a Cosmic Muon Neutrino Flux from the Northern Hemisphere using six years of IceCube data
- Cosmic ray event generator Sibyll 2.1
- On the knee in the energy spectrum of cosmic rays
- Calculation of atmospheric neutrino flux using the interaction model calibrated with atmospheric muon data
- The IceCube high-energy starting event sample: Description and flux characterization with 7.5 years of data
- Muon-Induced Background Study for Underground Laboratories
- Spectrum of cosmic-ray nucleons and the atmospheric muon charge ratio
- Flux of Atmospheric Neutrinos
- One-dimensional Hybrid Approach to Extensive Air Shower Simulation
- Hadronic interaction model Sibyll 2.3d and extensive air showers
- Atmospheric Muon Flux at Sea Level, Underground, and Underwater
- Measurement of the multi-TeV neutrino cross section with IceCube using Earth absorption
- Charm Production and High Energy Atmospheric Muon and Neutrino Fluxes
- Direct Measurement of the Cosmic-Ray Proton Spectrum from 50 GeV to 10 TeV with the Calorimetric Electron Telescope on the International Space Station
- The spectrum of high-energy cosmic rays measured with KASCADE-Grande
- Uncertainties in Atmospheric Neutrino Fluxes
- Cosmic Ray Spectrum and Composition from PeV to EeV Using 3 Years of Data From IceTop and IceCube
- The hadronic interaction model Sibyll-2.3c and inclusive lepton fluxes
- Muon simulation codes MUSIC and MUSUN for underground physics
- Three component model of cosmic ray spectra from 10 GeV to 100 PeV
- Inclusive production of charged pions in p+C collisions at 158 GeV/c beam momentum
- Muon `Depth -- Intensity' Relation Measured by LVD Underground Experiment and Cosmic-Ray Muon Spectrum at Sea Level
- An eV-scale sterile neutrino search using eight years of atmospheric muon neutrino data from the IceCube Neutrino Observatory
- AIRES: A system for air shower simulations
- Measurements of , , , and proton production in proton-carbon interactions at 31 GeV/ with the NA61/SHINE spectrometer at the CERN SPS
- Influence of hadronic interaction models and the cosmic ray spectrum on the high energy atmospheric muon and neutrino flux
- Lepton fluxes from atmospheric charm revisited
- Characterization of the Atmospheric Muon Flux in IceCube
- Inclusive production of charged kaons in p+p collisions at 158 GeV/c beam momentum and a new evaluation of the energy dependence of kaon production up to collider energies
- Towards a Next Generation of CORSIKA: A Framework for the Simulation of Particle Cascades in Astroparticle Physics
- Measurement of the Cosmic Ray and Neutrino-Induced Muon Flux at the Sudbury Neutrino Observatory
- MUM: flexible precise Monte Carlo algorithm for muon propagation through thick layers of matter
- Neutrino tomography of the Earth
- The atmospheric charged kaon/pion ratio using seasonal variation methods
- Study of cosmic ray interaction model based on atmospheric muons for the neutrino flux calculation
- High-energy neutrino fluxes and flavor ratio in the Earth's atmosphere
- High-energy cosmic ray fluxes in the Earth atmosphere: calculations vs experiments
- Atmospheric lepton fluxes at very high energy
- Dependence of atmospheric muon flux on seawater depth measured with the first KM3NeT detection units
- Recent Improvements for the Lepton Propagator PROPOSAL
- Upper Limit on the Prompt Muon Flux Derived from the LVD Underground Experiment
- Measurement of the atmospheric muon depth intensity relation with the NEMO Phase-2 tower
- On the parametrization of atmospheric muon angular flux underwater
- Prompt muon contribution to the flux underwater
- On inconsistency of experimental data on primary nuclei spectra with sea level muon intensity measurements
- Uncertainties in Atmospheric Muon-Neutrino Fluxes Arising from Cosmic-Ray Primaries
- Reduction of the Uncertainty in the Atmospheric Neutrino Flux Prediction Below 1 GeV Using Accurately Measured Atmospheric Muon Flux
- High-energy atmospheric muon flux calculations in comparison with recent measurements
- Atmospheric neutrinos and the knee of the Cosmic Ray spectrum
- Neutron Production by Cosmic-Ray Muons in Various Materials
Cited by in corpus (9)
- DAEMONFLUX: DAta-drivEn MuOn-calibrated atmospheric Neutrino Flux
- Data-driven hadronic interaction model for atmospheric lepton flux calculations
- Sibyll
- Atmospheric muons measured with the KM3NeT detectors in comparison with updated numeric predictions
- Prometheus: An Open-Source Neutrino Telescope Simulation
- Cosmic Ray Muons in Laboratories Deep Underground
- Atmospheric muons and their variations with temperature
- The SABRE South Technical Design Report Executive Summary
- Cosmogenic Muon Background Characterization for the Colorado Underground Research Institute (CURIE)