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
Link To Document :
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