Planetary statistics and forecasting for solar flares
arXiv:2006.10694 · doi:10.1016/j.asr.2021.05.034
Abstract
Indications are presented for a significant connection between the relative motion of the planets and the appearance of energetic solar flares. Based on the records of the last four decades, the analysis highlights remarkable features and a lack of randomness in the data. The indications are supported further by the predictive power of a preliminary application to forecasting with machine learning methods.
arXiv comment10 pages, 8 figures
References in corpus (17)
- An Observational Overview of Solar Flares
- TMVA - Toolkit for Multivariate Data Analysis
- Flare-productive active regions
- Can Superflares Occur on Our Sun?
- A Comparison of Flare Forecasting Methods, I: Results from the "All-Clear" Workshop
- Are superflares on solar analogues caused by extra-solar planets?
- Does the Sun work as a nuclear fusion amplifier of planetary tidal forcing? A proposal for a physical mechanism based on the mass-luminosity relation
- Studies of Boosted Decision Trees for MiniBooNE Particle Identification
- A model of a tidally synchronized solar dynamo
- Feature ranking of active region source properties in solar flare forecasting and the uncompromised stochasticity of flare occurrence
- A Comparison of Flare Forecasting Methods. III. Systematic Behaviors of Operational Solar Flare Forecasting Systems
- Solar Flares Complex Networks
- The emergence of magnetic flux and its role on the onset of solar dynamic events
- Principle of Minimum Energy in Magnetic Reconnection in a Self-Organized Critical Model for Solar Flares
- Major Scientific Challenges and Opportunities in Understanding Magnetic Reconnection and Related Explosive Phenomena in Solar and Heliospheric Plasmas
- Assessment of a planetary model to predict Rieger periodicity in sunspots and flares
- A deterministic model for forecasting long-term solar activity