• DocumentCode
    2762827
  • Title

    A Fuzzy Clustering Iterative Model on Temporal Distribution of Precipitation and its Application

  • Author

    Li Hui-yun ; Wang Guo-li ; Wang Ben-de ; Zhang Chi

  • Author_Institution
    Sch. of Civil & Hydraulic Eng., Dalian Univ. of Technol., Dalian, China
  • Volume
    6
  • fYear
    2009
  • fDate
    14-16 Aug. 2009
  • Firstpage
    22
  • Lastpage
    26
  • Abstract
    In this paper, a fuzzy clustering iterative model is introduced for studying temporal character distribution of precipitation through analysis on the rainfall sequence from 1942 to 2005. According to the clustering results of rainfall temporal distribution features, variation trend of watershed runoff under different temporal distribution pattern has been studied. Furthermore, the impact of human activities on watershed runoff has been analyzed quantitatively. Taking annual precipitation and the proportion of flood season rainfall into account for annual precipitation as characteristic criterion, the fuzzy clustering results show that the temporal distribution of annual rainfall in upstream of Fengman watershed could be divided into two categories. The watershed runoff under different precipitation categories decreased year by year due to the impact of human activities. The less and more dispersive the rainfall, dramatically stronger the influence of human activities is.
  • Keywords
    floods; fuzzy set theory; pattern clustering; rain; water resources; Fengman watershed; annual precipitation; flood season rainfall; fuzzy clustering iterative model; human activities; rainfall sequence; rainfall temporal distribution features; temporal character distribution; temporal distribution pattern; watershed runoff; Clustering algorithms; Decision making; Dispersion; Entropy; Floods; Fuzzy sets; Fuzzy systems; Humans; Hydrology; Water resources;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems and Knowledge Discovery, 2009. FSKD '09. Sixth International Conference on
  • Conference_Location
    Tianjin
  • Print_ISBN
    978-0-7695-3735-1
  • Type

    conf

  • DOI
    10.1109/FSKD.2009.62
  • Filename
    5359787