A Portable UV-LED/RGB Sensor for Real-Time Bacteriological Water Quality Monitoring Using ML-Based MPN Estimation

A Portable UV-LED/RGB Sensor for Real-Time Bacteriological Water Quality Monitoring Using ML-Based MPN Estimation

Bacteriological water quality monitoring is of utmost importance for safeguarding public health against waterborne diseases. Traditional methods such as membrane filtration (MF), multiple tube fermentation (MTF), and enzyme-based assays are effective in detecting fecal contamination indicators, but...

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Bibliographic Details
Main Authors: Andrés Saavedra-Ruiz, Pedro J. Resto-Irizarry
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Biosensors
Subjects:
water quality (WQ)
defined substrate test (DST)
most probable number (MPN)
machine learning (ML)
point-of-care
Online Access:https://www.mdpi.com/2079-6374/15/5/284
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