Spatiotemporal dynamics and machine learning-based risk assessment of heavy metal contamination in surface waters and Nile Tilapia in Egypt

Heavy metals are persistent pollutants that can devastate human health and ecosystems. In this study, we collected surface water and fish samples from various locations across five governorates in Egypt. We examined the spatiotemporal distribution of 13 heavy metals in the surface water and Nile til...

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Prif Awduron:	Mohamed Ali Hussein, Samir Shamma, Hani N. Sewilam, Tamer Shoeib, Anwar Abdelnaser
Fformat:	Artigo
Iaith:	Inglês
Cyhoeddwyd:	Elsevier 2025-09-01
Cyfres:	Environmental Challenges
Pynciau:	Heavy metals Ecological risks assessment Human health risk assessment Nile tilapia Surface water Machine learning
Mynediad Ar-lein:	http://www.sciencedirect.com/science/article/pii/S2667010025001283
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