Robust machine learning algorithms for predicting coastal water quality index

Coastal water quality assessment is an essential task to keep “good water quality” status for living organisms in coastal ecosystems. The Water quality index (WQI) is a widely used tool to assess water quality but this technique has received much criticism due to the model's reliability and inc...

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Bibliographic Details
Published in:	Journal of environmental management Vol. 321; p. 115923
Main Authors:	Uddin, Md Galal, Nash, Stephen, Mahammad Diganta, Mir Talas, Rahman, Azizur, Olbert, Agnieszka I.
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.11.2022
Subjects:	coastal water Coastal water quality Coastal water quality index model Cork harbour data collection decision support systems environmental management model uncertainty model validation prediction regression analysis Robust machine learning algorithms support vector machines Uncertainty water quality Coastal water quality Uncertainty Robust machine learning algorithms Coastal water quality index model Cork harbour
ISSN:	0301-4797, 1095-8630, 1095-8630
Online Access:	Get full text
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