Flash-flood forecasting by means of neural networks and nearest neighbour approach – a comparative study

In this paper, Multi-Layer Perceptron and Radial-Basis Function Neural Networks, along with the Nearest Neighbour approach and linear regression are utilized for flash-flood forecasting in the mountainous Nysa Klodzka river catchment. It turned out that the Radial-Basis Function Neural Network is th...

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Bibliographic Details
Main Authors: A. Piotrowski, J. J. Napiórkowski, P.M. Rowiński
Format: Article
Language:English
Published: Copernicus Publications 2006-01-01
Series:Nonlinear Processes in Geophysics
Online Access:http://www.nonlin-processes-geophys.net/13/443/2006/npg-13-443-2006.pdf