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Monitoring Approaches for Faecal Indicator Bacteria in Water: Visioning a Remote Real-Time Sensor for E. coli and Enterococci

Kane L. Offenbaume, Edoardo Bertone, Rodney A. Stewart

2020Water26 citationsDOIOpen Access PDF

Abstract

A comprehensive review was conducted to assess the current state of monitoring approaches for primary faecal indicator bacteria (FIB) E. coli and enterococci. Approaches were identified and examined in relation to their accuracy, ability to provide continuous data and instantaneous detection results, cost, environmental awareness regarding necessary reagent release or other pollution sources, in situ monitoring capability, and portability. Findings showed that several methods are precise and sophisticated but cannot be performed in real-time or remotely. This is mainly due to their laboratory testing requirements, such as lengthy sample preparations, the requirement for expensive reagents, and fluorescent tags. This study determined that portable fluorescence sensing, combined with advanced modelling methods to compensate readings for environmental interferences and false positives, can lay the foundations for a hybrid FIB sensing approach, allowing remote field deployment of a fleet of networked FIB sensors that can collect high-frequency data in near real-time. Such sensors will support proactive responses to sudden harmful faecal contamination events. A method is proposed to enable the development of the visioned FIB monitoring tool.

Topics & Concepts

Software portabilityFalse positive paradoxEnvironmental monitoringComputer scienceSoftware deploymentIndicator bacteriaReal-time computingEnvironmental scienceRemote sensingSystems engineeringEngineeringFecal coliformWater qualityEnvironmental engineeringArtificial intelligenceEcologyBiologyGeologyOperating systemProgramming languageBiosensors and Analytical DetectionFecal contamination and water qualitySARS-CoV-2 detection and testing
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