Streamflow Estimation in a Mediterranean Watershed Using Neural Network Models: A Detailed Description of the Implementation and Optimization

Streamflow Estimation in a Mediterranean Watershed Using Neural Network Models: A Detailed Description of the Implementation and Optimization

This study compares the performance of three different neural network models to estimate daily streamflow in a watershed under a natural flow regime. Based on existing and public tools, different types of NN models were developed, namely, multi-layer perceptron, long short-term memory, and convoluti...

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Bibliographic Details
Main Authors: Ana Ramos Oliveira, Tiago Brito Ramos, Ramiro Neves
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Water
Subjects:
neural networks
MLP
LSTM
CNN
streamflow estimation
Online Access:https://www.mdpi.com/2073-4441/15/5/947

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