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P. Kumaresan

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#explainable ai Open access Oct 2026

A comprehensive review of AI-driven water-quality monitoring and prediction: advances, challenges, and future directions

Water quality has emerged as a critical global concern that requires advanced monitoring and management strategies. Traditional water-quality assessment methods predominantly rely on laboratory-oriented analysis that are time consuming, expensive, and are often labor-intensive. This study presents a thorough overview o...

K. Yukesh Kumar, P. Kumaresan · 0 citations

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