Long short-term memory models of water quality in inland water environments

Long short-term memory models of water quality in inland water environments

Water quality is substantially influenced by a multitude of dynamic and interrelated variables, including climate conditions, landuse and seasonal changes. Deep learning models have demonstrated predictive power of water quality due to the superior ability to automatically learn complex patterns and...

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Bibliographic Details
Main Authors: JongCheol Pyo, Yakov Pachepsky, Soobin Kim, Ather Abbas, Minjeong Kim, Yong Sung Kwon, Mayzonee Ligaray, Kyung Hwa Cho
Format: Article
Language:English
Published: Elsevier 2023-12-01
Series:Water Research X
Subjects:
Long short-term memory
Inland water
Water quality
Ensemble LSTM
Deep learning models
Online Access:http://www.sciencedirect.com/science/article/pii/S2589914723000439

Internet

http://www.sciencedirect.com/science/article/pii/S2589914723000439

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