• DocumentCode
    2094409
  • Title

    Application of genetic algorithm in tracking convective cloud images from Chinese FY-2C satellite

  • Author

    Pei, Xiaofang ; Li, Nan ; Zhan, Yating

  • Author_Institution
    College of Electronic & Information Engineering, Nanjing University of Information Science & Technology, 210044, China
  • fYear
    2010
  • fDate
    4-6 Dec. 2010
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    It is significance to identify and track convective clouds using satellite data in nowcasting and severe weather warning. This article uses genetic algorithm to match and track convection clouds identified from infrared channel images of FY - 2C satellite. The preliminary results suggest that the genetic algorithm need set up enough group size & genetic algebra, and can select appropriate proportion of genetic operations. The results also show the feasibility & characteristics of genetic algorithm in cloud tracking and provide reference of genetic algorithm application in other related research areas.
  • Keywords
    Algebra; Clouds; Genetics; Meteorology; Radar tracking; Satellite broadcasting; Satellites; FY-2C satellite; convective clouds; genetic algorithm;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Science and Engineering (ICISE), 2010 2nd International Conference on
  • Conference_Location
    Hangzhou, China
  • Print_ISBN
    978-1-4244-7616-9
  • Type

    conf

  • DOI
    10.1109/ICISE.2010.5689047
  • Filename
    5689047