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Nowcasting Solar Energetic Particle Events Using Principal Component Analysis
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Now-casting, based on precursor measurements combined with studies of previous SPEs, is essential for effective warnings.
“Now-casting, based on precursor measurements combined with studies of previous SPEs, are essential for effective warnings12.”
From Towards sustainable human space exploration—priorities for radiation research to quantify and mitigate radiation risks (2023) · cites this paper as [12]
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Space Radiation: The number one risk to astronaut health beyond low earth orbit
Chancellor, J., Scott, G., & Sutton, J. (2014) · Life · doi:10.3390/life4030491 · Cited by 455
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Cited by
Sorted by citations
Fogtman, A., Baatout, S., Baselet, B., Berger, T., Hellweg, C. E., Jiggens, P., La Tessa, C., Narici, L., Nieminen, P., Sabatier, L., et al. (2023) · npj Microgravity · doi:10.1038/s41526-023-00262-7 · Cited by 70
Metadata
- Authors
- Papaioannou, A., Anastasiadis, A., Kouloumvakos, A., Paassilta, M., Vainio, R., Valtonen, E., Belov, A., Eroshenko, E., Abunina, M., & Abunin, A.
- Affiliations
- National Observatory of Athens (GR)
- Centre National de la Recherche Scientifique (FR)
- University of Turku (FI)
- Institute of Terrestrial Magnetism Ionosphere and Radio Wave Propagation (RU)
- Corresponding author
- Papaioannou, A.
- ORCID
- Venue
- Solar Physics
- Published
- 2018-07
- Volume
- 293
- Issue
- 7
- ISSN
- 0038-0938 (ISSN-L)
- 1573-093X
- OpenAlex
- W2854439719
- Cited by
- 37
- References
- 1
- Citations by year
- 2026: 1 · 2025: 2 · 2024: 9 · 2023: 6 · 2022: 5 · 2021: 4 · 2020: 3 · 2019: 6 · 2018: 1
- FWCI
- 1.88
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Solar Physics (publishedVersion)
- HAL (submittedVersion)
- Funders
- National Oceanic and Atmospheric Administration
- European Social Fund
- Topics
- Physical Sciences › Physics and Astronomy › Astronomy and Astrophysics › Solar and Space Plasma Dynamics
- Physical Sciences › Earth and Planetary Sciences › Space and Planetary Science › Ionosphere and magnetosphere dynamics
- Physical Sciences › Energy › Renewable Energy, Sustainability and the Environment › Solar Radiation and Photovoltaics
- Keywords
- solar energetic particle events, nowcasting, principal component analysis, coronal mass ejections, solar flares, logistic regression, detection probability, false alarm rate
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Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
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