IoT-Enabled Machine Learning for Comprehensive Water Quality Assessment in the Mahanadi River: A Multibelt Analysis of Seasonal Contamination and Predictive Modeling

The increase in water contamination in the Mahanadi River, exacerbated by industrial discharges, domestic effluents, and agricultural runoff, requires urgent and advanced water quality monitoring. This research integrates IoT-based monitoring systems with the powerful XGBoost machine learning model...

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Bibliographic Details
Main Authors: Suprava Ranjan Laha, Binod Kumar Pattanayak, Saurav Kumar, Mitrabinda Ray, Saumendra Pattnaik
Format: Article
Language:English
Published: Wiley 2025-01-01
Series:Journal of Engineering
Online Access:http://dx.doi.org/10.1155/je/5549990
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