Artificial Neural Network (ANN)-Based Long-Term Streamflow Forecasting Models Using Climate Indices for Three Tributaries of Goulburn River, Australia

Artificial Neural Network (ANN)-Based Long-Term Streamflow Forecasting Models Using Climate Indices for Three Tributaries of Goulburn River, Australia

Water resources systems planning, and control are significantly influenced by streamflow forecasting. The streamflow in northern and north-central regions of Victoria (Australia) is influenced by different climate indices, such as El Niño Southern Oscillation, Interdecadal Pacific Oscillation, Pacif...

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Bibliographic Details
Main Authors: Shamotra Oad, Monzur Alam Imteaz, Fatemeh Mekanik
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Climate
Subjects:
long-term forecasting
streamflow
climate indices
neural network
multilayer perceptron
Levenberg algorithm
Online Access:https://www.mdpi.com/2225-1154/11/7/152

Internet

https://www.mdpi.com/2225-1154/11/7/152

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