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Record W7111371836 · doi:10.15142/4n9v-0k67

Miniaturized Scintillation Based Detector for Characterizing Energetic Electron Precipitation

2024· article· W7111371836 on OpenAlexaboutno aff

Bibliographic record

VenueDigital Commons - USU (Utah State University) · 2024
Typearticle
Language
FieldPhysics and Astronomy
TopicIonosphere and magnetosphere dynamics
Canadian institutionsnot available
Fundersnot available
KeywordsMicroburstElectron precipitationVan Allen radiation beltDetectorSatelliteScintillationEarth's magnetic fieldParticle detectorSpace environment

Abstract

fetched live from OpenAlex

In-situ measurements of energetic particle precipitation in the near-Earth space environment are essential for understanding the governing physical processes responsible for this precipitation, as well as to elucidate the possible impacts of space radiation on the Earth’s atmosphere. In this study, we present the design of a novel miniaturized detector to measure energetic electron precipitation. The detector is one of the instruments to be flown on-board the Canadian RADiation Impacts on Climate and Atmospheric Loss Satellite (RADICALS) mission, which is a low-Earth orbiting satellite planned to launch in 2026/2027. The detector is optimized to measure high energy electron microburst precipitation, which is believed to be caused by bursty and short timescale (< 1 second) scattering of electrons from the Van Allen belts into the Earth’s atmosphere. Despite their short timescales, microbursts are thought to cause a significant loss of energetic electrons from the Van Allen belts during geomagnetic storms and also considerably impact the atmospheric chemistry through the generation of NOx/HOx which in-turn can cause Ozone destruction in the mesosphere and upper stratosphere. However, because of limitations in current space instrumentation pertaining to time resolution and energy range, measurements made to date have not been able to conclusively answer many open questions regarding microburst precipitation. In this study, we introduce the RADICALS mission concept with emphasis on energetic particle precipitation (and in particular microburst) measurements. The detector (referred to as the Microburst Detector (MBD)) to be flown on-board the RADICALS mission, aims to obtain high temporal resolution in-situ measurements of microburst precipitation over a broad energy range. The design of the MBD is explained in detail, which is a Multi-Pixel Photon Counter (Silicon Photomultiplier) based scintillation detector that can resolve sub-relativistic and relativistic microbursts with energies between 200 keV and 3 MeV at 10 ms cadence. The MBD has been designed with a modular architecture enabling use on future CubeSats, Balloons, Sounding Rockets and Small Satellite missions. The initial version of this detector has also been developed as part of the Payload for Energetic Particle Precipitation Education and Research (PEPPER-X) project, which is the first Canadian student team experiment selected to launch on-board the NASA RockSat-X sounding rocket mission in August 2024. In this paper, we also summarize the detector design and calibration tests performed for the sounding rocket test flight. Successful operation on this sounding rocket platform would raise the Technology Readiness Level (TRL) of the detector and electronics, paving the way for its use on-board the RADICALS mission and other small satellite missions.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.002
Threshold uncertainty score0.007

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.000
Insufficient payload (model declined to judge)0.0020.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.007
GPT teacher head0.201
Teacher spread0.194 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2024
Admission routes1
Has abstractyes

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