TY  - JOUR 
TI  - Water flows modelling and forecasting using a RBF neural network
JO  - Sistemas y Telemática;Vol.6 No.12
PB  - Universidad Icesi
PY  - 2008
issn 16925238
AB  - A hydrologic estimation model base on the utilization of radial basis function neural networks is presented, in which the aim is to forecast stream flows in an automated fashion.  The problem of river flow forecasting is a non-trivial task because (i) the various physical mechanisms governing the river flow dynamics act on a wide range of temporal and spatial scales and (ii) almost all mechanisms involved in the river flow process present some degree of nonlinearity. The proposed neural network was used to forecast daily river discharges in a river basin providing satisfactory results and outperforming previous.
KW  - Red neuronal de base radial - RBF
KW  - Pronóstico de caudal
KW  - Modelos hidrológicos
KW  - Modelos de caja negra
KW  - Modelos autorregresivos
KW  - Porducción Intelectual Registrada - Universidad Icesi
KW  - Sistemas & Telemática
KW  - River Flow Forecasting
KW  - Hydrologic models
UR  - http://www.icesi.edu.co/revistas/index.php/sistemas_telematica/article/view/996
ER  -