DocumentCode
3338643
Title
Applying a modified ising algorithm to calculate the energy of solar active regions in solar images
Author
Ahmed, O. ; Qahwaji, Rami ; Colak, T. ; DE WIT, T. DUDOK ; Ipson, S.
Author_Institution
Dept. of Electron. Imaging & Media Commun., Univ. of Bradford, Bradford
fYear
2008
fDate
8-10 Aug. 2008
Firstpage
43
Lastpage
48
Abstract
This paper describes the application of a new method to calculate energies of solar active regions and sunspots in satellites images. Digital images from the Solar & Heliospheric Observatory (SOHO) satellite are used I n this study and energies are calculated using the Ising model, which has been modified for our application. The new algorithm has been integrated with our existing ASAP system (Automate Solar Activity Prediction) and extensive testing carried out. The results obtained are promising and will help enhance the accuracy of our automated real-time solar flare prediction.
Keywords
Ising model; geophysical signal processing; image processing; solar flares; Solar & Heliospheric Observatory satellite; modified Ising algorithm; satellites images; solar active regions; solar images; sunspots; Artificial satellites; Atmosphere; Brightness; Earth; Machine learning algorithms; Magnetic fields; Observatories; Satellite broadcasting; Storms; Sun; Ising model; active regions; flares; solar images; sunspots;
fLanguage
English
Publisher
ieee
Conference_Titel
Communications, Computers and Applications, 2008. MIC-CCA 2008. Mosharaka International Conference on
Conference_Location
Amman
Print_ISBN
978-9927-486-02-0
Electronic_ISBN
978-9927-486-03-7
Type
conf
DOI
10.1109/MICCCA.2008.4669848
Filename
4669848
Link To Document