Applying Multi-Layer Artificial Neural Network and Mutual Information to the Prediction of Trends in Dissolved Oxygen

Applying Multi-Layer Artificial Neural Network and Mutual Information to the Prediction of Trends in Dissolved Oxygen

Predicting trends in water quality plays an essential role in the field of environmental modeling. Though artificial neural networks (ANN) have been involved in predicting water quality in many studies, the prediction performance is highly affected by the model's inputs and neural network struc...

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Bibliographic Details
Main Authors: Yifan Zhang, Peter Fitch, Maria P. Vilas, Peter J. Thorburn
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-04-01
Series:Frontiers in Environmental Science
Subjects:
predictive model
artificial neural network
mutual information
water quality
machine learning
Online Access:https://www.frontiersin.org/article/10.3389/fenvs.2019.00046/full

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