Prediction of daily river water temperatures using an optimized model based on NARX networks

Prediction of daily river water temperatures using an optimized model based on NARX networks

Water temperature is an important physical indicator of rivers because it impacts many other physical and biogeochemical processes and controls the metabolism of aquatic species in rivers. Having a good knowledge of river thermal dynamics is of great importance. In this study, an advanced machine le...

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Bibliographic Details
Main Authors: Jiang Sun, Fabio Di Nunno, Mariusz Sojka, Mariusz Ptak, You Luo, Renyi Xu, Jing Xu, Yi Luo, Senlin Zhu, Francesco Granata
Format: Article
Language:English
Published: Elsevier 2024-04-01
Series:Ecological Indicators
Subjects:
River water temperature
Modeling
NARX
Air2stream
Climate change
Online Access:http://www.sciencedirect.com/science/article/pii/S1470160X24004357

Internet

http://www.sciencedirect.com/science/article/pii/S1470160X24004357

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