Exploring the validation results of ASPECS within ADVISOR

Solar Energetic Particle (SEP) events can adversely affect space and ground-based systems. Space weather effects associated with SEP events can impact include communication and navigation systems, spacecraft electronics and operations, space power systems, crewed space missions, and commercial aircraft operations. In preparation for human exploration missions, such as Artemis, a clear need for transitioning SEP prediction models to operational readiness has emerged. In this work, the outputs of the validation of the different components/modules of the newly updated version of the ASPECS (Advanced Solar Particle Event Casting System) tool based on the SEPVAL (SEP Model Validation) 2023 sample are being presented. Emphasis is given on the comparison of the different inputs/catalogs and the resulting performance of the tool. Metrics such as the Probability of Detection (POD), the False Alarm Rate (FAR), the Percent Correct (PC), the Heidke Skill Score (HSS) and the True Skill Score (TSS) are generated for each of the different flavors of the newly implemented version of ASPECS. Comparisons between the predicted and observed peak proton fluxes, and SEP time profiles at E>10 MeV and E>100 MeV are put forth and discussed. This work was supported through the ADVISOR - OptimizAtion, DeliVery & Installation of the ASPECS tOol for Space WeatheR research within ISEP project, contract SMS0016862

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2024-10-24
DOI
https://doi.org/10.5281/zenodo.13988433
Primary Topic
Ionosphere and magnetosphere dynamics
Type
article
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article

Exploring the validation results of ASPECS within ADVISOR

Zenodo (CERN European Organization for Nuclear Research)
Ionosphere and magnetosphere dynamics
article

Exploring the validation results of ASPECS within ADVISOR

article en

Abstract

Solar Energetic Particle (SEP) events can adversely affect space and ground-based systems. Space weather effects associated with SEP events can impact include communication and navigation systems, spacecraft electronics and operations, space power systems, crewed space missions, and commercial aircraft operations. In preparation for human exploration missions, such as Artemis, a clear need for transitioning SEP prediction models to operational readiness has emerged. In this work, the outputs of the validation of the different components/modules of the newly updated version of the ASPECS (Advanced Solar Particle Event Casting System) tool based on the SEPVAL (SEP Model Validation) 2023 sample are being presented. Emphasis is given on the comparison of the different inputs/catalogs and the resulting performance of the tool. Metrics such as the Probability of Detection (POD), the False Alarm Rate (FAR), the Percent Correct (PC), the Heidke Skill Score (HSS) and the True Skill Score (TSS) are generated for each of the different flavors of the newly implemented version of ASPECS. Comparisons between the predicted and observed peak proton fluxes, and SEP time profiles at E>10 MeV and E>100 MeV are put forth and discussed. This work was supported through the ADVISOR - OptimizAtion, DeliVery & Installation of the ASPECS tOol for Space WeatheR research within ISEP project, contract SMS0016862

Zenodo (CERN European Organization for Nuclear Research)
National Observatory of Athens (GR)
Openalex Percentile: Top 74%
Ionosphere and magnetosphere dynamics
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