The Big Data Processing Algorithm for Water Environment Monitoring of the Three Gorges Reservoir Area
Joint Authors
Zhong, Yuanchang
Zhang, Liang
Xing, Shaojing
Li, Fachuan
Wan, Beili
Source
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-7, 7 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-08-05
Country of Publication
Egypt
No. of Pages
7
Main Subjects
Abstract EN
Owing to the increase and the complexity of data caused by the uncertain environment, the water environment monitoring system in Three Gorges Reservoir Area faces much pressure in data handling.
In order to identify the water quality quickly and effectively, this paper presents a new big data processing algorithm for water quality analysis.
The algorithm has adopted a fast fuzzy C-means clustering algorithm to analyze water environment monitoring data.
The fast clustering algorithm is based on fuzzy C-means clustering algorithm and hard C-means clustering algorithm.
And the result of hard clustering is utilized to guide the initial value of fuzzy clustering.
The new clustering algorithm can speed up the rate of convergence.
With the analysis of fast clustering, we can identify the quality of water samples.
Both the theoretical and simulated results show that the algorithm can quickly and efficiently analyze the water quality in the Three Gorges Reservoir Area, which significantly improves the efficiency of big data processing.
What is more, our proposed processing algorithm provides a reliable scientific basis for water pollution control in the Three Gorges Reservoir Area.
American Psychological Association (APA)
Zhong, Yuanchang& Zhang, Liang& Xing, Shaojing& Li, Fachuan& Wan, Beili. 2014. The Big Data Processing Algorithm for Water Environment Monitoring of the Three Gorges Reservoir Area. Abstract and Applied Analysis،Vol. 2014, no. 2014, pp.1-7.
https://search.emarefa.net/detail/BIM-1014609
Modern Language Association (MLA)
Zhong, Yuanchang…[et al.]. The Big Data Processing Algorithm for Water Environment Monitoring of the Three Gorges Reservoir Area. Abstract and Applied Analysis No. 2014 (2014), pp.1-7.
https://search.emarefa.net/detail/BIM-1014609
American Medical Association (AMA)
Zhong, Yuanchang& Zhang, Liang& Xing, Shaojing& Li, Fachuan& Wan, Beili. The Big Data Processing Algorithm for Water Environment Monitoring of the Three Gorges Reservoir Area. Abstract and Applied Analysis. 2014. Vol. 2014, no. 2014, pp.1-7.
https://search.emarefa.net/detail/BIM-1014609
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1014609