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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Bibliografiske detaljer
Main Authors: Mohamed Ali Hussein, Samir Shamma, Hani N. Sewilam, Tamer Shoeib, Anwar Abdelnaser
Format: Article
Sprog:engelsk
Udgivet: Elsevier 2025-09-01
Serier:Environmental Challenges
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Online adgang:http://www.sciencedirect.com/science/article/pii/S2667010025001283
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