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NISCAIR PUBLICATIONS >
Research Journals >
Journal of Scientific and Industrial Research (JSIR) >
JSIR Vol.67 [2008] >
JSIR Vol.67(03) [March 2008] >
| Title: | Rainfall intensity-duration-frequency (IDF) model using an artificial neural network approach |
| Authors: | Acar, Resat
Çelik, Samet
Senocak, Serkan |
| Keywords: | Artificial neural network
Intensity-duration-frequency (IDF)
Modelling
Nonlinear regression |
| Issue Date: | Mar-2008 |
| Publisher: | CSIR |
| Abstract: | Multilayer perceptron (MLP) artificial neural network (ANN) model was trained and used to model rainfall intensityduration-
frequency (IDF) relationship for short duration rainfall (SDR), in a catchment located in a semiarid climate in
Turkey. Trained ANN model has been found more suitable to predict SDR than classical statistical model. |
| Page(s): | 198-202 |
| ISSN: | 0022-4456 |
| Source: | JSIR Vol.67(03) [March 2008]
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