Cosmic ray mass composition study using a Random Forest applied to data from the IceAct telescopes

The IceAct telescopes are prototype Imaging Air Cherenkov telescopes (IACTs) situated at the IceCube Neutrino Observatory at the geographic South Pole. The IceAct telescopes measure the electromagnetic air shower component of cosmic rays in the atmosphere, which is complementary to the muonic compon...

Full description

Bibliographic Details
Main Authors: Larissa Paul, Karen Andeen, Matthias Plum, Thomas Bretz, John Hewitt, Adrian Zink, for the IceCube Collaboration
Format: Conference Object
Language:English
Published: 2022
Subjects:
South Pole
South pole
Online Access:https://zenodo.org/record/6354760
https://doi.org/10.5281/zenodo.6354760
id ftzenodo:oai:zenodo.org:6354760
record_format openpolar
spelling ftzenodo:oai:zenodo.org:6354760 2023-05-15T18:22:09+02:00 Cosmic ray mass composition study using a Random Forest applied to data from the IceAct telescopes Larissa Paul Karen Andeen Matthias Plum Thomas Bretz John Hewitt Adrian Zink for the IceCube Collaboration 2022-02-01 https://zenodo.org/record/6354760 https://doi.org/10.5281/zenodo.6354760 eng eng doi:10.5281/zenodo.6354759 https://zenodo.org/communities/ml-airshowers-bartol2022 https://zenodo.org/record/6354760 https://doi.org/10.5281/zenodo.6354760 oai:zenodo.org:6354760 info:eu-repo/semantics/openAccess https://creativecommons.org/licenses/by/4.0/legalcode info:eu-repo/semantics/lecture presentation 2022 ftzenodo https://doi.org/10.5281/zenodo.635476010.5281/zenodo.6354759 2023-03-10T19:39:27Z The IceAct telescopes are prototype Imaging Air Cherenkov telescopes (IACTs) situated at the IceCube Neutrino Observatory at the geographic South Pole. The IceAct telescopes measure the electromagnetic air shower component of cosmic rays in the atmosphere, which is complementary to the muonic component measured by the IceCube in-ice detector and the particle footprint measured at the surface by IceTop. For this Monte Carlo study a random forest is used to analyze the mass composition of the cosmic rays spectrum using the three independent measurements of the cosmic ray air showers provided by the different detector components. Conference Object South pole Zenodo South Pole
institution Open Polar
collection Zenodo
op_collection_id ftzenodo
language English
description The IceAct telescopes are prototype Imaging Air Cherenkov telescopes (IACTs) situated at the IceCube Neutrino Observatory at the geographic South Pole. The IceAct telescopes measure the electromagnetic air shower component of cosmic rays in the atmosphere, which is complementary to the muonic component measured by the IceCube in-ice detector and the particle footprint measured at the surface by IceTop. For this Monte Carlo study a random forest is used to analyze the mass composition of the cosmic rays spectrum using the three independent measurements of the cosmic ray air showers provided by the different detector components.
format Conference Object
author Larissa Paul
Karen Andeen
Matthias Plum
Thomas Bretz
John Hewitt
Adrian Zink
for the IceCube Collaboration
spellingShingle Larissa Paul
Karen Andeen
Matthias Plum
Thomas Bretz
John Hewitt
Adrian Zink
for the IceCube Collaboration
Cosmic ray mass composition study using a Random Forest applied to data from the IceAct telescopes
author_facet Larissa Paul
Karen Andeen
Matthias Plum
Thomas Bretz
John Hewitt
Adrian Zink
for the IceCube Collaboration
author_sort Larissa Paul
title Cosmic ray mass composition study using a Random Forest applied to data from the IceAct telescopes
title_short Cosmic ray mass composition study using a Random Forest applied to data from the IceAct telescopes
title_full Cosmic ray mass composition study using a Random Forest applied to data from the IceAct telescopes
title_fullStr Cosmic ray mass composition study using a Random Forest applied to data from the IceAct telescopes
title_full_unstemmed Cosmic ray mass composition study using a Random Forest applied to data from the IceAct telescopes
title_sort cosmic ray mass composition study using a random forest applied to data from the iceact telescopes
publishDate 2022
url https://zenodo.org/record/6354760
https://doi.org/10.5281/zenodo.6354760
geographic South Pole
geographic_facet South Pole
genre South pole
genre_facet South pole
op_relation doi:10.5281/zenodo.6354759
https://zenodo.org/communities/ml-airshowers-bartol2022
https://zenodo.org/record/6354760
https://doi.org/10.5281/zenodo.6354760
oai:zenodo.org:6354760
op_rights info:eu-repo/semantics/openAccess
https://creativecommons.org/licenses/by/4.0/legalcode
op_doi https://doi.org/10.5281/zenodo.635476010.5281/zenodo.6354759
_version_ 1766201506450636800

Similar Items