The Use of Artificial Neural Networks to Predict the Physicochemical Characteristics of Water Quality in Three District Municipalities, Eastern Cape Province, South Africa

The Use of Artificial Neural Networks to Predict the Physicochemical Characteristics of Water Quality in Three District Municipalities, Eastern Cape Province, South Africa

Reliable prediction of water quality changes is a prerequisite for early water pollution control and is vital in environmental monitoring, ecosystem sustainability, and human health. This study uses Artificial Neural Network (ANN) technique to develop the best model fits to predict water quality par...

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Bibliographic Details
Main Authors: Koketso J. Setshedi, Nhamo Mutingwende, Nosiphiwe P. Ngqwala
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:International Journal of Environmental Research and Public Health
Subjects:
artificial neural network
artificial intelligence
physicochemical
prediction
multilayer perceptron
radial basis function
Online Access:https://www.mdpi.com/1660-4601/18/10/5248

Internet

https://www.mdpi.com/1660-4601/18/10/5248

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