Artificial neural network based predictive method for flood disaster

Yiming Wei; Weixuan Xu; Ying Fan; Hsien Tang Tasi

doi:10.1016/S0360-8352(02)00047-5

Artificial neural network based predictive method for flood disaster

Yiming Wei^*, Weixuan Xu, Ying Fan, Hsien Tang Tasi

^*Corresponding author for this work

Research output: Contribution to journal › Article › peer-review

33 Citations (Scopus)

Abstract

The use of artificial neural network (ANN) based method for prediction of flood disasters was studied. An example of flood disaster area in China from 1949 to 1994 was used to demonstrate the usefulness of the method. The results showed that the use of ANN with the capacity of mapping or function approximating on the flood disaster prediction problem was simple, reliable and valid.

Original language	English
Pages (from-to)	383-390
Number of pages	8
Journal	Computers and Industrial Engineering
Volume	42
Issue number	2-4
DOIs	https://doi.org/10.1016/S0360-8352(02)00047-5
Publication status	Published - 11 Apr 2002
Externally published	Yes

Keywords

Artificial neural network
Flood disaster
Predictive method

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10.1016/S0360-8352(02)00047-5

Cite this

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title = "Artificial neural network based predictive method for flood disaster",

abstract = "The use of artificial neural network (ANN) based method for prediction of flood disasters was studied. An example of flood disaster area in China from 1949 to 1994 was used to demonstrate the usefulness of the method. The results showed that the use of ANN with the capacity of mapping or function approximating on the flood disaster prediction problem was simple, reliable and valid.",

keywords = "Artificial neural network, Flood disaster, Predictive method",

author = "Yiming Wei and Weixuan Xu and Ying Fan and Tasi, {Hsien Tang}",

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AU - Wei, Yiming

AU - Xu, Weixuan

AU - Fan, Ying

AU - Tasi, Hsien Tang

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AB - The use of artificial neural network (ANN) based method for prediction of flood disasters was studied. An example of flood disaster area in China from 1949 to 1994 was used to demonstrate the usefulness of the method. The results showed that the use of ANN with the capacity of mapping or function approximating on the flood disaster prediction problem was simple, reliable and valid.

KW - Artificial neural network

KW - Flood disaster

KW - Predictive method

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DO - 10.1016/S0360-8352(02)00047-5

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Artificial neural network based predictive method for flood disaster

Abstract

Keywords

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