Simple Prediction of an Ecosystem-Specific Water Quality Index and the Water Quality Classification of a Highly Polluted River through Supervised Machine Learning

Simple Prediction of an Ecosystem-Specific Water Quality Index and the Water Quality Classification of a Highly Polluted River through Supervised Machine Learning

Water quality indices (WQIs) are used for the simple assessment and classification of the water quality of surface water sources. However, considerable time, financial resources, and effort are required to measure the parameters used for their calculation. Prediction of WQIs through supervised machi...

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Bibliographic Details
Main Authors: Alberto Fernández del Castillo, Carlos Yebra-Montes, Marycarmen Verduzco Garibay, José de Anda, Alejandro Garcia-Gonzalez, Misael Sebastián Gradilla-Hernández
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:Water
Subjects:
water quality index prediction
regression and classification algorithms
Santiago-Guadalajara River
Online Access:https://www.mdpi.com/2073-4441/14/8/1235

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