Predicting Solar Energetic Particles: Solar Storm Watch - Preparing for Space Odyssey

dc.contributor.authorPapaioannou, Athanasios
dc.contributor.authorStrauss
dc.contributor.authorRoelf Du Toit
dc.contributor.authorLario, David
dc.contributor.authorVainio, Rami
dc.contributor.authorWijsen, Nicolas
dc.contributor.authorAfanasiev, Alexander
dc.contributor.authorAnastasiadis, Anastasios
dc.contributor.authorKouloumvakos, Athanasios
dc.contributor.organizationfi=avaruustutkimuslaboratorio|en=Space Research Laboratory|
dc.contributor.organization-code1.2.246.10.2458963.20.47833719389
dc.converis.publication-id500227196
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/500227196
dc.date.accessioned2026-01-21T12:43:15Z
dc.date.available2026-01-21T12:43:15Z
dc.description.abstractSpace Weather effects produced by Solar Energetic Particles (SEPs) present a direct radiation hazard to crew and spacecraft equipment, first in interplanetary space, and then, due to secondary effects, within the Earth's magnetosphere and atmosphere. Being able to predict and/or forecast SEP events is of particular importance for the near-future planned manned missions to the Moon and Mars, as well as for our unimpeded daily living. In this review, we present key findings that have been utilized and/or explored by the scientific community over the last few decades to establish prediction schemes of SEP events. We first discuss empirical models where parameters related to the parent solar events (i.e. solar flares and coronal mass ejections) can be used to estimate both the probability of occurrence and critical properties (i.e. peak proton flux and/or fluence) of SEP events in the near-Earth environment and beyond. Next, we review physics-based modeling efforts of SEP events that are geared towards operational prediction, particularly focusing on SEP transport effects and multi-spacecraft observations. We furthermore explore the applicability of higher order multivariate, machine learning, and artificial intelligence methods and highlight the particular value and limitations of such advances. Finally, the most current operational approaches in the prediction of SEP events, together with future challenges that need to be addressed by the scientific community, are presented and discussed.
dc.identifier.eissn1572-9672
dc.identifier.jour-issn0038-6308
dc.identifier.olddbid212888
dc.identifier.oldhandle10024/195906
dc.identifier.urihttps://www.utupub.fi/handle/11111/53853
dc.identifier.urlhttps://doi.org/10.1007/s11214-025-01211-4
dc.identifier.urnURN:NBN:fi-fe202601216279
dc.language.isoen
dc.okm.affiliatedauthorVainio, Rami
dc.okm.affiliatedauthorAfanasiev, Alexandr
dc.okm.discipline115 Astronomy and space scienceen_GB
dc.okm.discipline115 Avaruustieteet ja tähtitiedefi_FI
dc.okm.internationalcopublicationinternational co-publication
dc.okm.internationalityInternational publication
dc.okm.typeA2 Scientific Article
dc.publisherSPRINGER
dc.publisher.countryNetherlandsen_GB
dc.publisher.countryAlankomaatfi_FI
dc.publisher.country-codeNL
dc.relation.articlenumber82
dc.relation.doi10.1007/s11214-025-01211-4
dc.relation.ispartofjournalSpace Science Reviews
dc.relation.issue6
dc.relation.volume221
dc.source.identifierhttps://www.utupub.fi/handle/10024/195906
dc.titlePredicting Solar Energetic Particles: Solar Storm Watch - Preparing for Space Odyssey
dc.year.issued2025

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