2016
DOI: 10.1038/srep23935
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A novel, optical, on-line bacteria sensor for monitoring drinking water quality

Abstract: Today, microbial drinking water quality is monitored through either time-consuming laboratory methods or indirect on-line measurements. Results are thus either delayed or insufficient to support proactive action. A novel, optical, on-line bacteria sensor with a 10-minute time resolution has been developed. The sensor is based on 3D image recognition, and the obtained pictures are analyzed with algorithms considering 59 quantified image parameters. The sensor counts individual suspended particles and classifies… Show more

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Cited by 81 publications
(55 citation statements)
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“…Whether the recently emerging online detection systems for TCC enumeration (Besmer et al, , ; Hammes et al, ; Hammes, Berger, Köster, & Egli, ; Van Nevel et al, ) also add significant value to this approach has yet to be evaluated. Irrespective of the applicability of currently emerging technologies, the general importance of microbiological online monitoring and automation (e.g., precipitation event‐triggered automated sampling) is likely to increase in the near future (Besmer et al, ; Højris et al, ; Ryzinska‐Paier et al, ; Stadler et al, ). The application of genetic MST markers also holds great promise for future water quality testing.…”
Section: Conclusion—status Quo and Future Research Needsmentioning
confidence: 99%
“…Whether the recently emerging online detection systems for TCC enumeration (Besmer et al, , ; Hammes et al, ; Hammes, Berger, Köster, & Egli, ; Van Nevel et al, ) also add significant value to this approach has yet to be evaluated. Irrespective of the applicability of currently emerging technologies, the general importance of microbiological online monitoring and automation (e.g., precipitation event‐triggered automated sampling) is likely to increase in the near future (Besmer et al, ; Højris et al, ; Ryzinska‐Paier et al, ; Stadler et al, ). The application of genetic MST markers also holds great promise for future water quality testing.…”
Section: Conclusion—status Quo and Future Research Needsmentioning
confidence: 99%
“…However, the World Health Organization (WHO) acknowledges that HPC does not link to the health risk in people who are already healthy 19,20 , but HPC bacteria may pose a higher risk for the immunocompromised 21 . HPC only detects a fraction of total bacteria that can grow on the medium (<1% of bacteria) not including viable, but non-culturable bacteria (VBNC) 22,23 . Also, the HPC and total coliform quantification requires 24-48 h to obtain the results, thus preventing early detection of the risks and timely implementation of corrective measures before water distribution 24 .…”
Section: Introductionmentioning
confidence: 99%
“…Online microbial quality monitoring is important for an early warning system, enabling potential risk identification to enforce measures protecting the end-user 24 . The automated systems for online monitoring of bacterial density such as FCM [34][35][36] , ATP analyzer 30 , and optical sensors based on three-dimensional (3D) image recognition 23 have been employed for drinking water. FCM is a bacterial cell-counting tool that incorporates deoxyribonucleic acid (DNA) staining protocols for the assessment and evaluation of bacterial water quality.…”
Section: Introductionmentioning
confidence: 99%
“…One of the greatest challenges for microbiological water quality monitoring is the time needed to investigate the water safety. By the time analysis results are available, the water is in part already distributed and used (Højris et al 2016). This problem especially applies to traditional cultivation-based analysis whose speed is inevitably determined by the growth rate of the microorganism to be counted.…”
Section: Introductionmentioning
confidence: 99%