Flood Forecasting Using Artificial Neural Networks

P Varoonchotikul

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Paperback

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English

A A Balkema Publishers
01 January 2003

Limnology (freshwater); Management of land & natural resources; Environmental science, engineering & technology; Neural networks & fuzzy systems

Flood disasters continue to occur in many countries in the world and cause tremendous casualties and property damage. To mitigate the effects of floods, a range of structural and non-structural measures have been employed including dykes, channelling, flood-proofing property, land-use regulation and flood warning schemes. Such schemes can include the use of Artificial Neural Networks (ANN) for modelling the rainfall run-off process as it is a quick and flexible approach which gives very promising results. However, the inability of ANN to extrapolate beyond the limits of the training range is a serious limitation of the method, and this book examines ways of side-stepping or solving this complex issue.

By: P Varoonchotikul
Imprint: A A Balkema Publishers
Volume: 34
Dimensions: Height: 234mm, Width: 156mm, Spine: 250mm
Weight: 226g
ISBN: 9789058096319
ISBN 10: 9058096319
Pages: 112
Publication Date: 01 January 2003
Audience: Professional and scholarly , Undergraduate
Format: Paperback
Publisher's Status: Active

P Varoonchotikul