An optimized approach for predicting water quality features and a performance evaluation for mapping surface water potential zones based on Discriminant Analysis (DA), Geographical Information System (GIS) and Machine Learning (ML) models in Baitarani River Basin, Odisha

An optimized approach for predicting water quality features and a performance evaluation for mapping surface water potential zones based on Discriminant Analysis (DA), Geographical Information System (GIS) and Machine Learning (ML) models in Baitarani River Basin, Odisha

Globally, ecosystems, and human health are in danger because river water quality is deteriorating. Surface water resources are running low as a result of things like severe climate change and overexploitation. Estimating water output and locating possible surface water zones are therefore crucial. T...

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Bibliographic Details
Main Author: Abhijeet Das
Format: Article
Language:English
Published: Elsevier 2025-01-01
Series:Desalination and Water Treatment
Subjects:
Surface water quality
Baitarani River
Water Quality Index
Discriminant analysis
Machine learning
RMSE
Online Access:http://www.sciencedirect.com/science/article/pii/S1944398625000554
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