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Fluorescence Quenching as a Diagnostic Tool for Prediction Reliability Assessment and Anomaly Detection in EEM-Based Water Quality Monitoring

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Fluorescence quenching significantly improves prediction reliability in EEM-based water analysis.
The introduction of apparent F0/F offers a reliable metric for detecting model failures and anomalies.
PARAFAC analysis using fluorescence quenching allows for better differentiation of individual fluorescent components.
Real-world tests with greywater demonstrate the practical utility of the developed tools for monitoring.

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Analysis reveals fluorescence quenching improves prediction reliability and detects anomalies in EEM data.

Hu et al. (2025) studied this question.

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