Engineering System Design for Automated Space Weather Forecast. Designing Automatic Software Systems for the Large-Scale Analysis of Solar Data, Knowledge Extraction and the Prediction of Solar Activities Using Machine Learning Techniques.

Engineering System Design for Automated Space Weather Forecast. Designing Automatic Software Systems for the Large-Scale Analysis of Solar Data, Knowledge Extraction and the Prediction of Solar Activities Using Machine Learning Techniques.

Coronal Mass Ejections (CMEs) and solar flares are energetic events taking place at the Sun that can affect the space weather or the near-Earth environment by the release of vast quantities of electromagnetic radiation and charged particles. Solar active regions are the areas where most flares an...

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Bibliographic Details
Main Author: Alomari, Mohammad H.
Other Authors: Qahwaji, Rami S.R.
Language:en
Published: University of Bradford 2010
Subjects:
Coronal Mass Ejections (CMEs)
Solar flares
Solar activities
Space weather forecast
Electromagnetic radiation
Sunspot groups
Solar filaments
Machine learning techniques
McIntosh classifications
Hidden Markov Model (HMM).
Online Access:http://hdl.handle.net/10454/4248

Internet

http://hdl.handle.net/10454/4248

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