Aly Reda, Mohamed Nabeel, Emad Raafat, Mohamed R. Khalifa, Tamer Shoeib
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引用次数: 0
Abstract
Heavy metal contamination necessitates portable, sensitive voltammetric sensors. This review assesses electrode interface engineering using MOFs, COFs, and carbon nanocomposites, connecting structural attributes (porosity, redox sites, conductivity) to sensitivity, selectivity, and limit of detection. Integration with microfluidics and edge-deployable machine learning enables autonomous monitoring, yet challenges matrix interference, fouling, model transferability, and standards lack persistence. A research roadmap for robust, field-deployable sensors for decentralized water quality surveillance is outlined.
npj Clean WaterEnvironmental Science-Water Science and Technology
CiteScore
15.30
自引率
2.60%
发文量
61
审稿时长
5 weeks
期刊介绍:
npj Clean Water publishes high-quality papers that report cutting-edge science, technology, applications, policies, and societal issues contributing to a more sustainable supply of clean water. The journal's publications may also support and accelerate the achievement of Sustainable Development Goal 6, which focuses on clean water and sanitation.