• DocumentCode
    529827
  • Title

    Prediction of specific region cloud cover based on RBF neural networks

  • Author

    Lu, Fang ; Wang, Zhigang

  • Author_Institution
    Beijing Inst. of Appl. Meteorol., Beijing, China
  • Volume
    1
  • fYear
    2010
  • fDate
    28-31 Aug. 2010
  • Firstpage
    223
  • Lastpage
    226
  • Abstract
    This paper presents a method based on RBF neural networks to predict the specific region cloud cover, which has the feature of time serial and nonlinear. Using this method, we can train the RBF neural networks and find out the nonlinear relations among historical cloud cover data, to predict future time of cloud cover. Experiment results show that the method provided a kind of viable intelligent way for the quantitative prediction of cloud cover.
  • Keywords
    atmospheric techniques; clouds; neural nets; GMS-5; RBF neural networks; historical cloud cover data; specific region cloud cover; time serial; Artificial neural networks; Biological neural networks; Clouds; Meteorology; Neurons; Pixel; Training; GMS-5; RBF neural networks; prediction of cloud cover;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Geoscience and Remote Sensing (IITA-GRS), 2010 Second IITA International Conference on
  • Conference_Location
    Qingdao
  • Print_ISBN
    978-1-4244-8514-7
  • Type

    conf

  • DOI
    10.1109/IITA-GRS.2010.5603252
  • Filename
    5603252