Application of Artificial Neural Networks for estimating index floods

This article presents an application of Artificial Neural Networks (ANNs) and multiple regression models for estimating mean annual maximum discharge (index flood) at ungauged sites. Both approaches were tested for 145 small basins in Slovakia in areas ranging from 20 to 300 km2. Using the objective...

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Detalhes bibliográficos
Principais autores: Viliam ŠIMOR, Kamila HLAVČOVÁ, Silvia KOHNOVÁ, Ján SZOLGAY
Formato: Artigo
Idioma:Inglês
Publicado em: Earth Science Institute, Slovak Academy of Sciences, Slovakia 2012-12-01
coleção:Contributions to Geophysics and Geodesy
Assuntos:
index flood, catchment predictors, artificial neural networks (anns), multiple regression models
Acesso em linha:https://journal.geo.sav.sk/cgg/article/view/79
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