Spatial Disaggregation of Areal Rainfall Using Two Different Artificial Neural Networks Models

Spatial Disaggregation of Areal Rainfall Using Two Different Artificial Neural Networks Models

The objective of this study is to develop artificial neural network (ANN) models, including multilayer perceptron (MLP) and Kohonen self-organizing feature map (KSOFM), for spatial disaggregation of areal rainfall in the Wi-stream catchment, an International Hydrological Program (IHP) representativ...

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Bibliographic Details
Main Authors: Sungwon Kim, Vijay P. Singh
Format: Article
Language:English
Published: MDPI AG 2015-06-01
Series:Water
Subjects:
areal rainfall
conjugate gradient
Kohonen self-organizing feature map
Levenberg-Marquardt
multilayer perceptron
quickprop
rainfall disaggregation
Online Access:http://www.mdpi.com/2073-4441/7/6/2707

Internet

http://www.mdpi.com/2073-4441/7/6/2707

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