Nanocomposite fluorescence sensor for ultrafast and reliable fluoride detection in real water samples

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ABSTRACT Fluoride (F−) contamination in drinking water and groundwater poses severe health risks, including dental and skeletal fluorosis, necessitating rapid and reliable monitoring tools for safe water management. In this study, a graphene quantum dot (GQD)–based fluorescence sensor was engineered by incorporating zinc oxide (ZnO) nanoparticles and chitosan to enhance colloidal stability, electron transfer, and binding interactions with F−. The sensing mechanism relies on fluorescence quenching mediated by hydrogen bonding and electrostatic interactions between F− and surface functional groups of the GQD–ZnO nanocomposite, with further signal refinement achieved via spectral deconvolution using principal component analysis and non-negative least squares. The sensor achieved a limit of detection (LOD) of 0.2143 ppm,a rapid response time of 4–8 s, and a linear detection range spanning 0.05–5 ppm, covering the World Health Organization’s permissible limits for drinking water. Validation in both drinking water and groundwater matrices confirmed excellent accuracy, selectivity against common interfering anions (Cl−, NO3 −, SO4 2− and other ions, photostability, and reproducibility (RSD = 1.83%). The nanocomposite’s multimode fluorescence mechanism, amplified by spectral deconvolution, allows reliable resolution of overlapping emissions, ensuring precise quantification in complex samples. The portable and low-cost design, coupled with smartphone-based colorimetric readout, underscores the sensor’s suitability for on-site, real-time water quality monitoring in resource-limited settings. This work represents a significant advance towards field-deployable fluoride detection systems, offering a rapid, sensitive, and robust alternative to conventional laboratory-based methods.

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