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Author

R. Calay

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Open access Oct 2026

Compound risk of cadmium, copper, manganese and zinc in canal-fed communities, South India: linking physical and social vulnerability

Heavy metal contamination in drinking water canals poses an unquantified health risk to the socially vulnerable communities of the Western Godavari Delta, India. This study quantifies the non-carcinogenic health risk associated with heavy metals, cadmium (Cd), copper (Cu), manganese (Mn), and zinc (Zn) across 10 monito...

P. Raju, F. E. Eregno, R. K. Calay et al. · 0 citations
Open access Jul 2026

A smart water quality companion for farmers: predicting canal suitability for aquaculture and livestock using validated machine learning models and web based tool

A machine-learning-driven framework and an open access web tool that integrates a diurnal water quality index with optimised predictive models for aquaculture and livestock applications in the deltaic region of western Godavari, India are developed and validated.

P. Raju, F. E. Eregno, R. Calay et al. · 0 citations

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