EUSO-Offline: A comprehensive simulation and analysis framework

Journal of Instrumentation

Published On 2024/1/2

The complexity of modern cosmic ray observatories and the rich data sets they capture often require a sophisticated software framework to support the simulation of physical processes, detector response, as well as reconstruction and analysis of real and simulated data. Here we present the EUSO-Offline framework. The code base was originally developed by the Pierre Auger Collaboration, and portions of it have been adopted by other collaborations to suit their needs. We have extended this software to fulfill the requirements of Ultra-High Energy Cosmic Ray detectors and very high energy neutrino detectors developed for the Joint Exploratory Missions for an Extreme Universe Observatory (JEM-EUSO). These path-finder instruments constitute a program to chart the path to a future space-based mission like POEMMA. For completeness, we describe the overall structure of the framework developed by the Auger …

Journal

Journal of Instrumentation

Volume

19

Issue

1

Page

P01007

Authors

Il H. Park

Il H. Park

Sungkyunkwan University

H-Index

111

Research Interests

physics

University Profile Page

Stephan S Meyer

Stephan S Meyer

University of Chicago

H-Index

103

Research Interests

Cosmology

Quantum Gravity

University Profile Page

Angela V. Olinto

Angela V. Olinto

University of Chicago

H-Index

87

Research Interests

astrophysics

cosmology

particle astrophysics

University Profile Page

Andreas Haungs

Andreas Haungs

Karlsruher Institut für Technologie

H-Index

85

Research Interests

Astroparticle Physics Cosmic Rays Pierre Auger JEM-EUSO KASCADE-Grande

Lawrence Wiencke

Lawrence Wiencke

Colorado School of Mines

H-Index

75

Research Interests

astroparticle physics

astrophysics

atmospheric physics

University Profile Page

Rossella Caruso

Rossella Caruso

Università degli Studi di Catania

H-Index

71

Research Interests

High Energy Cosmic Rays

Neutrino Physics

University Profile Page

Fred Sarazin

Fred Sarazin

Colorado School of Mines

H-Index

70

Research Interests

Nuclear physics and astroparticle physics

University Profile Page

Andrii Neronov

Andrii Neronov

Université de Genève

H-Index

57

Research Interests

physics

University Profile Page

Fumiyoshi Kajino

Fumiyoshi Kajino

Konan University

H-Index

51

Research Interests

Physics

Astrophysics

Astroparticle Physics

Astronomy

High Energy Physics

University Profile Page

Other Articles from authors

Lawrence Wiencke

Lawrence Wiencke

Colorado School of Mines

Astroparticle physics

EUSO-SPB1 mission and science

Abstract The Extreme Universe Space Observatory on a Super Pressure Balloon 1 (EUSO-SPB1) was launched in 2017 April from Wanaka, New Zealand. The plan of this mission of opportunity on a NASA super pressure balloon test flight was to circle the southern hemisphere. The primary scientific goal was to make the first observations of ultra-high-energy cosmic-ray extensive air showers (EASs) by looking down on the atmosphere with an ultraviolet (UV) fluorescence telescope from suborbital altitude (33 km). After 12 days and 4 h aloft, the flight was terminated prematurely in the Pacific Ocean. Before the flight, the instrument was tested extensively in the West Desert of Utah, USA, with UV point sources and lasers. The test results indicated that the instrument had sensitivity to EASs of⪆ 3 EeV. Simulations of the telescope system, telescope on time, and realized flight trajectory predicted an observation of about …

Angela V. Olinto

Angela V. Olinto

University of Chicago

XVIII International Conference on Topics in Astroparticle and Underground Physics

The NUSES space mission

The NUSES space mission - NASA/ADS Now on home page ads icon ads Enable full ADS view NASA/ADS The NUSES space mission Aloisio, R. ; Altomare, A. ; Barbato, B. ; Battiston, B. ; Bertania, B. ; Bissaldi, B. ; Boncioli, B. ; Burmistrov, B. ; Cagnoli, C. ; Casolino, C. ; Cummings, A. ; D'Ambrosio, N. ; de Mitri, I. ; De Robertis, G. ; de Santis, C. ; di Giovanni, A. ; di Salvo, A. ; di Santo, M. ; di Venere, L. ; Eser, J. ; Fernandez Alonso, M. ; Fontanella, G. ; Fusco, P. ; Garbolino, S. ; Gargano, F. ; Giampaolo, G. ; Giliberti, M. ; Guarino, F. ; Heller, M. ; Iuppa, R. ; Krizmanic, J. ; Lega, A. ; Licciulli, F. ; Loparco, L. ; Lorusso, L. ; Mariotti, M. ; Mazziotta, N. ; Mese, M. ; Miyamoto, H. ; Montaruli, T. ; Nagai, A. ; Nicolaidis, R. ; Nozzoli, N. ; Olinto, A. ; Orlandi, D. ; Osteria, G. ; Palmieri, P. ; Panico, B. ; Panzarini, G. ; Parenti, A. and 22 more Abstract Publication: XVIII International Conference on Topics in Astroparticle and Underground Physics …

Lawrence Wiencke

Lawrence Wiencke

Colorado School of Mines

Testing Hadronic-Model Predictions of Depth of Maximum of Air-Shower Profiles and Ground-Particle Signals using Hybrid Data of the Pierre Auger Observatory

We test the predictions of hadronic interaction models regarding the depth of maximum of air-shower profiles, , and ground-particle signals in water-Cherenkov detectors at 1000 m from the shower core, , using the data from the fluorescence and surface detectors of the Pierre Auger Observatory. The test consists in fitting the measured two-dimensional (, ) distributions using templates for simulated air showers produced with hadronic interaction models EPOS-LHC, QGSJet II-04, Sibyll 2.3d and leaving the scales of predicted and the signals from hadronic component at ground as free fit parameters. The method relies on the assumption that the mass composition remains the same at all zenith angles, while the longitudinal shower development and attenuation of ground signal depend on the mass composition in a correlated way. The analysis was applied to 2239 events detected by both the fluorescence and surface detectors of the Pierre Auger Observatory with energies between to eV and zenith angles below . We found, that within the assumptions of the method, the best description of the data is achieved if the predictions of the hadronic interaction models are shifted to deeper values and larger hadronic signals at all zenith angles. Given the magnitude of the shifts and the data sample size, the statistical significance of the improvement of data description using the modifications considered in the paper is larger than even for any linear combination of experimental systematic uncertainties.

Rossella Caruso

Rossella Caruso

Università degli Studi di Catania

Optica

Ground observations of a space laser for the assessment of its in-orbit performance

The wind mission Aeolus of the European Space Agency was a groundbreaking achievement for Earth observation. Between 2018 and 2023, the space-borne lidar instrument ALADIN onboard the Aeolus satellite measured atmospheric wind profiles with global coverage, which contributed to improving the accuracy of numerical weather prediction. The precision of the wind observations, however, declined over the course of the mission due to a progressive loss of the atmospheric backscatter signal. The analysis of the root cause was supported by the Pierre Auger Observatory in Argentina whose fluorescence detector registered the ultraviolet laser pulses emitted from the instrument in space, thereby offering an estimation of the laser energy at the exit of the instrument for several days in 2019, 2020, and 2021. The reconstruction of the laser beam not only allowed for an independent assessment of the Aeolus …

Andreas Haungs

Andreas Haungs

Karlsruher Institut für Technologie

arXiv preprint arXiv:2403.02470

Improved modeling of in-ice particle showers for IceCube event reconstruction

The IceCube Neutrino Observatory relies on an array of photomultiplier tubes to detect Cherenkov light produced by charged particles in the South Pole ice. IceCube data analyses depend on an in-depth characterization of the glacial ice, and on novel approaches in event reconstruction that utilize fast approximations of photoelectron yields. Here, a more accurate model is derived for event reconstruction that better captures our current knowledge of ice optical properties. When evaluated on a Monte Carlo simulation set, the median angular resolution for in-ice particle showers improves by over a factor of three compared to a reconstruction based on a simplified model of the ice. The most substantial improvement is obtained when including effects of birefringence due to the polycrystalline structure of the ice. When evaluated on data classified as particle showers in the high-energy starting events sample, a significantly improved description of the events is observed.

Shinsuke Abe

Shinsuke Abe

Nihon University

Astroparticle physics

EUSO-SPB1 mission and science

Abstract The Extreme Universe Space Observatory on a Super Pressure Balloon 1 (EUSO-SPB1) was launched in 2017 April from Wanaka, New Zealand. The plan of this mission of opportunity on a NASA super pressure balloon test flight was to circle the southern hemisphere. The primary scientific goal was to make the first observations of ultra-high-energy cosmic-ray extensive air showers (EASs) by looking down on the atmosphere with an ultraviolet (UV) fluorescence telescope from suborbital altitude (33 km). After 12 days and 4 h aloft, the flight was terminated prematurely in the Pacific Ocean. Before the flight, the instrument was tested extensively in the West Desert of Utah, USA, with UV point sources and lasers. The test results indicated that the instrument had sensitivity to EASs of⪆ 3 EeV. Simulations of the telescope system, telescope on time, and realized flight trajectory predicted an observation of about …

Andreas Haungs

Andreas Haungs

Karlsruher Institut für Technologie

Metadata curation efforts at Kascade Cosmic-Ray Data Centre

Metadata curation plays a pivotal role in advancing the machine-actionability of data, thereby facilitating the fulfillment of FAIR data principles. The KASCADE Cosmic-ray Data Centre (KCDC) has served as a repository for data generated by the high-energy astroparticle physics experiment KASCADE, along with several other research projects, since 2013. Additionally, it functions as an information platform in the field of high-energy astroparticle physics for both the astroparticle community and the general public. The platform provides users with a diverse set of digital objects. While some of them possess rich sets of metadata (including persistent identifiers such as DOIs and ISNIs), and allow machine access via REST API, efforts to integrate with the broader PUNCH4NFDI Data Portal underscore the necessity of a unified and comprehensive approach to curate a wider range of granted resources. The contribution …

Andreas Haungs

Andreas Haungs

Karlsruher Institut für Technologie

arXiv preprint arXiv:2404.19589

Acceptance Tests of more than 10 000 Photomultiplier Tubes for the multi-PMT Digital Optical Modules of the IceCube Upgrade

More than 10,000 photomultiplier tubes (PMTs) with a diameter of 80 mm will be installed in multi-PMT Digital Optical Modules (mDOMs) of the IceCube Upgrade. These have been tested and pre-calibrated at two sites. A throughput of more than 1000 PMTs per week with both sites was achieved with a modular design of the testing facilities and highly automated testing procedures. The testing facilities can easily be adapted to other PMTs, such that they can, e.g., be re-used for testing the PMTs for IceCube-Gen2. Single photoelectron response, high voltage dependence, time resolution, prepulse, late pulse, afterpulse probabilities, and dark rates were measured for each PMT. We describe the design of the testing facilities, the testing procedures, and the results of the acceptance tests.

Andreas Haungs

Andreas Haungs

Karlsruher Institut für Technologie

arXiv preprint arXiv:2401.11994

Citizen Science for IceCube: Name that Neutrino

Name that Neutrino is a citizen science project where volunteers aid in classification of events for the IceCube Neutrino Observatory, an immense particle detector at the geographic South Pole. From March 2023 to September 2023, volunteers did classifications of videos produced from simulated data of both neutrino signal and background interactions. Name that Neutrino obtained more than 128,000 classifications by over 1,800 registered volunteers that were compared to results obtained by a deep neural network machine-learning algorithm. Possible improvements for both Name that Neutrino and the deep neural network are discussed.

Andreas Haungs

Andreas Haungs

Karlsruher Institut für Technologie

The Cryosphere

In situ estimation of ice crystal properties at the South Pole using LED calibration data from the IceCube Neutrino Observatory

The IceCube Neutrino Observatory instruments about 1 km of deep, glacial ice at the geographic South Pole. It uses 5160 photomultipliers to detect Cherenkov light emitted by charged relativistic particles. An unexpected light propagation effect observed by the experiment is an anisotropic attenuation, which is aligned with the local flow direction of the ice. We examine birefringent light propagation through the polycrystalline ice microstructure as a possible explanation for this effect. The predictions of a first-principles model developed for this purpose, in particular curved light trajectories resulting from asymmetric diffusion, provide a qualitatively good match to the main features of the data. This in turn allows us to deduce ice crystal properties. Since the wavelength of the detected light is short compared to the crystal size, these crystal properties include not only the crystal orientation fabric, but also the average crystal size and shape, as a function of depth. By adding small empirical corrections to this first-principles model, a quantitatively accurate description of the optical properties of the IceCube glacial ice is obtained. In this paper, we present the experimental signature of ice optical anisotropy observed in IceCube light-emitting diode (LED) calibration data, the theory and parameterization of the birefringence effect, the fitting procedures of these parameterizations to experimental data, and the inferred crystal properties.

Andrii Neronov

Andrii Neronov

Université de Genève

The Astrophysical Journal Supplement Series

The first LHAASO catalog of gamma-ray sources

We present the first catalog of very-high-energy and ultra-high-energy gamma-ray sources detected by the Large High Altitude Air Shower Observatory. The catalog was compiled using 508 days of data collected by the Water Cherenkov Detector Array from 2021 March to 2022 September and 933 days of data recorded by the Kilometer Squared Array from 2020 January to 2022 September. This catalog represents the main result from the most sensitive large coverage gamma-ray survey of the sky above 1 TeV, covering decl. from− 20 to 80. In total, the catalog contains 90 sources with an extended size smaller than 2 and a significance of detection at> 5σ. Based on our source association criteria, 32 new TeV sources are proposed in this study. Among the 90 sources, 43 sources are detected with ultra-high energy (E> 100 TeV) emission at> 4σ significance level. We provide the position, extension, and spectral …

Andrii Neronov

Andrii Neronov

Université de Genève

Astroparticle physics

EUSO-SPB1 mission and science

Abstract The Extreme Universe Space Observatory on a Super Pressure Balloon 1 (EUSO-SPB1) was launched in 2017 April from Wanaka, New Zealand. The plan of this mission of opportunity on a NASA super pressure balloon test flight was to circle the southern hemisphere. The primary scientific goal was to make the first observations of ultra-high-energy cosmic-ray extensive air showers (EASs) by looking down on the atmosphere with an ultraviolet (UV) fluorescence telescope from suborbital altitude (33 km). After 12 days and 4 h aloft, the flight was terminated prematurely in the Pacific Ocean. Before the flight, the instrument was tested extensively in the West Desert of Utah, USA, with UV point sources and lasers. The test results indicated that the instrument had sensitivity to EASs of⪆ 3 EeV. Simulations of the telescope system, telescope on time, and realized flight trajectory predicted an observation of about …

Claire Guépin

Claire Guépin

University of Maryland

Bulletin of the American Physical Society

Optimization of EUSO-SPB2 Cherenkov telescope pointing software for gravitational wave neutrino sources

E00. 00037: Optimization of EUSO-SPB2 Cherenkov telescope pointing software for gravitational wave neutrino sources*AbstractPresenter:Luke Kupari(University of Iowa)Authors:Luke Kupari(University of Iowa)Claire Guépin(Institut d'Astrophysique de Paris)Tobias Heibges(Colorado School of Mines)Tonia M Venters(NASA Goddard Space Flight Center)Mary Hall Reno(University of Iowa)Hannah L Wistrand(Colorado School of Mines)Collaboration:EUSO-SPB2Observations of transient target of opportunity (ToO) astrophysical neutrino sources will reveal information about the environments of very high energy sources. Neutrinos can be detected by the up-going air showers that come from Earth-skimming tau neutrinos. Orbital and suborbital optical Cherenkov telescopes can be used to detect these showers. While point sources are straightforward to target as they drop below the Earth's limb, current localizations …

Shinsuke Abe

Shinsuke Abe

Nihon University

Astronomy & astrophysics

Multi-year characterisation of the broad-band emission from the intermittent extreme BL Lac 1ES 2344+ 514

Aims The BL Lac 1ES 2344+514 is known for temporary extreme properties characterised by a shift of the synchrotron spectral energy distribution (SED) peak energy νsynch, p above 1 keV. While those extreme states have only been observed during high flux levels thus far, additional multi-year observing campaigns are required to achieve a coherent picture. Here, we report the longest investigation of the source from radio to very high energy (VHE) performed so far, focussing on a systematic characterisation of the intermittent extreme states.Methods We organised a monitoring campaign covering a 3-year period from 2019 to 2021. More than ten instruments participated in the observations in order to cover the emission from radio to VHE. In particular, sensitive X-ray measurements by XMM-Newton, NuSTAR, and AstroSat took place simultaneously with multi-hour MAGIC observations, providing an …

Andrii Neronov

Andrii Neronov

Université de Genève

Physical Review Letters

Measurements of All-Particle Energy Spectrum and Mean Logarithmic Mass of Cosmic Rays from 0.3 to 30 PeV with LHAASO-KM2A

We present the measurements of all-particle energy spectrum and mean logarithmic mass of cosmic rays in the energy range of 0.3–30 PeV using data collected from LHAASO-KM2A between September 2021 and December 2022, which is based on a nearly composition-independent energy reconstruction method, achieving unprecedented accuracy. Our analysis reveals the position of the knee at 3.67±0.05±0.15 PeV. Below the knee, the spectral index is found to be− 2.7413±0.0004±0.0050, while above the knee, it is− 3.128±0.005±0.027, with the sharpness of the transition measured with a statistical error of 2%. The mean logarithmic mass of cosmic rays is almost heavier than helium in the whole measured energy range. It decreases from 1.7 at 0.3 PeV to 1.3 at 3 PeV, representing a 24% decline following a power law with an index of− 0.1200±0.0003±0.0341. This is equivalent to an increase in abundance of …

M. H. Reno

M. H. Reno

University of Iowa

Bulletin of the American Physical Society

Target of Opportunity searches for very high energy neutrino sources using the Cherenkov Telescope onboard EUSO-SPB2

H03. 00009: Target of Opportunity searches for very high energy neutrino sources using the Cherenkov Telescope onboard EUSO-SPB2*

Il H. Park

Il H. Park

Sungkyunkwan University

Astroparticle physics

EUSO-SPB1 mission and science

Abstract The Extreme Universe Space Observatory on a Super Pressure Balloon 1 (EUSO-SPB1) was launched in 2017 April from Wanaka, New Zealand. The plan of this mission of opportunity on a NASA super pressure balloon test flight was to circle the southern hemisphere. The primary scientific goal was to make the first observations of ultra-high-energy cosmic-ray extensive air showers (EASs) by looking down on the atmosphere with an ultraviolet (UV) fluorescence telescope from suborbital altitude (33 km). After 12 days and 4 h aloft, the flight was terminated prematurely in the Pacific Ocean. Before the flight, the instrument was tested extensively in the West Desert of Utah, USA, with UV point sources and lasers. The test results indicated that the instrument had sensitivity to EASs of⪆ 3 EeV. Simulations of the telescope system, telescope on time, and realized flight trajectory predicted an observation of about …

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Jun KATAOKA

Waseda University

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A method for estimating the incident directions of alpha particles in 2-dimensional trajectory images in a GAGG plate

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EUSO-Offline: A comprehensive simulation and analysis framework

The complexity of modern cosmic ray observatories and the rich data sets they capture often require a sophisticated software framework to support the simulation of physical processes, detector response, as well as reconstruction and analysis of real and simulated data. Here we present the EUSO-Offline framework. The code base was originally developed by the Pierre Auger Collaboration, and portions of it have been adopted by other collaborations to suit their needs. We have extended this software to fulfill the requirements of Ultra-High Energy Cosmic Ray detectors and very high energy neutrino detectors developed for the Joint Exploratory Missions for an Extreme Universe Observatory (JEM-EUSO). These path-finder instruments constitute a program to chart the path to a future space-based mission like POEMMA. For completeness, we describe the overall structure of the framework developed by the Auger …

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Luminosity determination within the ALICE experiment is based on the measurement, in van der Meer scans, of the cross sections for visible processes involving one or more detectors (visible cross sections). In 2015 and 2018, the Large Hadron Collider provided Pb–Pb collisions at a centre-of-mass energy per nucleon pair of

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D. Margarone

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Curvature-bias corrections using a pseudomass method

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Livio Fano'

Livio Fano'

Università degli Studi di Perugia

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Muography as a support technique for non-invasive research and three-dimensional localization of tombs in archaeological sites: a case study from Palazzone Necropolis (Perugia …

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Journal of Instrumentation

DEDALO: Device for Enhanced Dust Analyses with Light Obscuration sensors

Instruments based on light obscuration sensors are widely used for measuring the size distribution of insoluble sub-visible particles in liquid suspensions, being fast and suitable for in situ and real-time measurements. Such instruments are typically calibrated by means of reference polystyrene spherical particles with a specific refractive index, which unavoidably leads to systematic errors when determining the size of particles of different materials. In this paper, we propose a reliable and consistent method to overcome this limitation by setting the refractive index value according to the sample, thus achieving an improved particle size distribution (PSD) measurement. An ad hoc, ready-to-use, open source code with a graphical interface able to drive an in-line instrument and obtain a real-time correction to the PSD has been developed. The method has been extensively validated with several oil emulsions …

Giuliana Fiorillo

Giuliana Fiorillo

Università degli Studi di Napoli Federico II

Journal of Instrumentation

Cryogenic characterization of Hamamatsu HWB MPPCs for the DUNE photon detection system

The Deep Underground Neutrino Experiment (DUNE) is a next generation experiment aimed to study neutrino oscillation. Its long-baseline configuration will exploit a Near Detector (ND) and a Far Detector (FD) located at a distance of∼ 1300 km. The FD will consist of four Liquid Argon Time Projection Chamber (LAr TPC) modules. A Photon Detection System (PDS) will be used to detect the scintillation light produced inside the detector after neutrino interactions. The PDS will be based on light collectors coupled to Silicon Photomultipliers (SiPMs). Different photosensor technologies have been proposed and produced in order to identify the best samples to fullfill the experiment requirements. In this paper, we present the procedure and results of a validation campaign for the Hole Wire Bonding (HWB) MPPCs samples produced by Hamamatsu Photonics KK (HPK) for the DUNE experiment, referring to them …

Lucio Pancheri

Lucio Pancheri

Università degli Studi di Trento

Journal of Instrumentation

Simulation and first characterization of MAPS test structures with gain for timing applications

Thanks to their advantages in terms of easiness of manufacturing and reduced production costs, Monolithic Active Pixel Sensors (MAPS) represent an appealing solution for radiation imaging applications, which require to cover large areas with pixelated detectors. In the next upgrade of the ALICE detector, that will have to deal with the higher event rate resulting from the planned increase in the LHC luminosity, it is foreseen to include two additional sensor layers to perform Time of Flight (ToF) measurements. Trying to reach the challenging timing resolution required by the ALICE ToF layers, an internal gain layer has been included in the test structures of the third engineering run of the ARCADIA project to improve the timing performance of this MAPS technology. In the paper we will present an overview of the main results obtained from the electrical and the dynamic characterization of the fabricated devices, which …

Giuliana Fiorillo

Giuliana Fiorillo

Università degli Studi di Napoli Federico II

Journal of Instrumentation

Study of low-energy nuclear recoils in liquid argon with the ReD experiment

Liquid Argon (LAr) Time Projection Chambers (TPC) operating in double-phase can detect the nuclear recoils (NR) possibly caused by the elastic scattering of WIMP dark matter particles via light signals from both scintillation and ionization processes. In the scenario of a low-mass WIMP (< 2 GeV/c 2), the energy range for the NRs would be below 20 keV, thus making it crucial to characterize the ionization response in LAr TPCs as the lone available detection channel at such low energy. The Recoil Directionality (ReD) project, within the Global Argon Dark Matter Collaboration, aims to measure the ionization yield of a LAr TPC in the recoil energy range of 2–5 keV. The measurement was performed in winter 2023 at the INFN Sezione of Catania and the analysis is ongoing.