Streamflow prediction using an integrated methodology based on convolutional neural network and long short-term memory networks

Abstract Streamflow (Q flow ) prediction is one of the essential steps for the reliable and robust water resources planning and management. It is highly vital for hydropower operation, agricultural planning, and flood control. In this study, the convolution neural network (CNN) and Long-Short-term M...

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Bibliographic Details
Main Authors: Sujan Ghimire, Zaher Mundher Yaseen, Aitazaz A. Farooque, Ravinesh C. Deo, Ji Zhang, Xiaohui Tao
Format: article
Language:EN
Published: Nature Portfolio 2021
Subjects:
R
Q
Online Access:https://doaj.org/article/f385ee43566f48ba899a6612e300ffb0
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