[HTML][HTML] Review of solar energetic particle prediction models
K Whitman, R Egeland, IG Richardson, C Allison… - Advances in Space …, 2023 - Elsevier
Abstract Solar Energetic Particle (SEP) events are interesting from a scientific perspective as
they are the product of a broad set of physical processes from the corona out through the …
they are the product of a broad set of physical processes from the corona out through the …
Space weather: The solar perspective: An update to Schwenn (2006)
M Temmer - Living Reviews in Solar Physics, 2021 - Springer
The Sun, as an active star, is the driver of energetic phenomena that structure interplanetary
space and affect planetary atmospheres. The effects of Space Weather on Earth and the …
space and affect planetary atmospheres. The effects of Space Weather on Earth and the …
Assessing the predictability of solar energetic particles with the use of machine learning techniques
E Lavasa, G Giannopoulos, A Papaioannou… - Solar Physics, 2021 - Springer
A consistent approach for the inherently imbalanced problem of solar energetic particle
(SEP) events binary prediction is being presented. This is based on solar flare and coronal …
(SEP) events binary prediction is being presented. This is based on solar flare and coronal …
Comprehensive analysis of the geoeffective solar event of 21 June 2015: effects on the magnetosphere, plasmasphere, and ionosphere systems
A full-halo coronal mass ejection (CME) left the Sun on 21 June 2015 from active region
(AR) NOAA 12371. It encountered Earth on 22 June 2015 and generated a strong …
(AR) NOAA 12371. It encountered Earth on 22 June 2015 and generated a strong …
Solar energetic particle event occurrence prediction using solar flare soft X-ray measurements and machine learning
S Aminalragia-Giamini, S Raptis… - Journal of Space …, 2021 - swsc-journal.org
The prediction of the occurrence of Solar Energetic Particle (SEP) events has been
investigated over many years, and multiple works have presented significant advances in …
investigated over many years, and multiple works have presented significant advances in …
Solar energetic particles in the inner heliosphere: status and open questions
A Anastasiadis, D Lario… - … of the Royal …, 2019 - royalsocietypublishing.org
Solar energetic particle (SEP) events are related to both solar flares and coronal mass
ejections (CMEs) and they present energy spectra that span from a few keV up to several …
ejections (CMEs) and they present energy spectra that span from a few keV up to several …
Open issues in statistical forecasting of solar proton events: A machine learning perspective
Several techniques have been developed in the last two decades to forecast the occurrence
of Solar Proton Events (SPEs), mainly based on the statistical association between the 10 …
of Solar Proton Events (SPEs), mainly based on the statistical association between the 10 …
Short-term solar eruptive activity prediction models based on machine learning approaches: A review
Solar eruptive activities, mainly including solar flares, coronal mass ejections (CME), and
solar proton events (SPE), have an important impact on space weather and our …
solar proton events (SPE), have an important impact on space weather and our …
Predicting flares and solar energetic particle events: The FORSPEF tool
A novel integrated prediction system for solar flares (SFs) and solar energetic particle (SEP)
events is presented here. The tool called forecasting solar particle events and flares …
events is presented here. The tool called forecasting solar particle events and flares …
Analysis of SEP events and their possible precursors based on the GSEP Catalog
S Rotti, PC Martens - The Astrophysical Journal Supplement …, 2023 - iopscience.iop.org
Solar energetic particle (SEP) events are one of the most crucial aspects of space weather.
Their prediction depends on various factors including the source solar eruptions such as …
Their prediction depends on various factors including the source solar eruptions such as …