A multi-source dataset for solar energetic particle forecasting

arXiv:2607.16160 · astro-ph.SR · Submitted 2026-07-17 · Read on arXiv

astro-ph.SR

Submitted: 2026-07-17

Updated: 2026-10-13

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Alignment — 21× in this paper · explained in 1 episode
• Benchmark — 15× in this paper · explained in 2 episodes
• Aggregation — 4× in this paper · explained in 1 episode
• Benchmarking — 3× in this paper · explained in 3 episodes
• Consistency — 3× in this paper · explained in 3 episodes
• Active Regions — 2× in this paper · explained in 1 episode
• Core — 2× in this paper · explained in 2 episodes
• Provenance — 2× in this paper · explained in 4 episodes
• Adaptation — 1× in this paper · explained in 1 episode
• Feature Extraction — 1× in this paper · explained in 2 episodes
• Fidelity — 1× in this paper · explained in 2 episodes
• Geostationary Operational Environmental Satellite — 1× in this paper
• National Oceanic and Atmospheric Administration — 1× in this paper
• Space-weather HMI Active Region Patch — 1× in this paper
• Space-weather MDI Active Region Patch — 1× in this paper
• Verification — 1× in this paper · explained in 2 episodes

Sources

• Review of Machine Learning Models for Solar Energetic Particle Prediction
• Operational and Exploration Requirements and Research Capabilities for SEP Environment Monitoring and Forecasting
• Realtime forecasting of solar energetic particle event and proton flux using multi-source solar observations and multi-task deep learning
• The SOHO LASCO CME Catalog -- Version 2

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