• 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