Application of QMRA to MAR operations for safe agricultural water reuses in coastal areas
A pathogenic Escherichia coli (E.coli) O157:H7 and O26:H11 dose-response model was set up for a quantitative microbial risk assessment (QMRA) of the waterborne diseases associated with managed aquifer recharge (MAR) practices in semiarid regions. The MAR facility at Forcatella (Southern Italy) was s...
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doaj-749fef5b684f41eea6098351a166b48a2020-11-25T03:31:02ZengElsevierWater Research X2589-91472020-08-018100062Application of QMRA to MAR operations for safe agricultural water reuses in coastal areasCostantino Masciopinto0Michele Vurro1Nicola Lorusso2Domenico Santoro3Charles N. Haas4Consiglio Nazionale delle Ricerche, Istituto di Ricerca Sulle Acque, Via F. De Blasio 5, 70132, Bari, Italy; Corresponding author.Consiglio Nazionale delle Ricerche, Istituto di Ricerca Sulle Acque, Via F. De Blasio 5, 70132, Bari, ItalyConsiglio Nazionale delle Ricerche, Istituto di Ricerca Sulle Acque, Via F. De Blasio 5, 70132, Bari, ItalyArchitectural and Environmental Engineering, Drexel University, Drexel, 3141 Chestnut Street, 251 Curtis Hall, Philadelphia, PA, 19104, USA; USP Techonologies, 3020 Gore Rd, London, ON N5V 4T7, CanadaArchitectural and Environmental Engineering, Drexel University, Drexel, 3141 Chestnut Street, 251 Curtis Hall, Philadelphia, PA, 19104, USAA pathogenic Escherichia coli (E.coli) O157:H7 and O26:H11 dose-response model was set up for a quantitative microbial risk assessment (QMRA) of the waterborne diseases associated with managed aquifer recharge (MAR) practices in semiarid regions. The MAR facility at Forcatella (Southern Italy) was selected for the QMRA application. The target counts of pathogens incidentally exposed to hosts by eating contaminated raw crops or while bathing at beaches of the coastal area were determined by applying the Monte Carlo Markov Chain (MCMC) Bayesian method to the water sampling results. The MCMC provided the most probable pathogen count reaching the target and allowed for the minimization of the number of water samplings, and hence, reducing the associated costs. The sampling stations along the coast were positioned based on the results of a groundwater flow and pathogen transport model, which highlighted the preferential flow pathways of the transported E. coli in the fractured coastal aquifer. QMRA indicated tolerable (<10−6 DALY) health risks for bathing at beaches and irrigation with wastewater, with 0.4 infectious diseases per year (11.4% probability of occurrence) associated with the reuse of reclaimed water via soil irrigation even though exceeding the E. coli regulation limit of 10 CFU/100 mL by five times. The results show negligible health risk and insignificant impacts on the coastal water quality due to pathogenic E. coli in the wastewater used for MAR. However, droughts and reclaimed water quality can be considered the main issues of MAR practices in semiarid regions suggesting additional reclaimed water treatments and further stress-tests via QMRAs by considering more persistent pathogens than E. coli.http://www.sciencedirect.com/science/article/pii/S2589914720300220Reclaimed water qualityManaged aquifer rechargeE. coli O157:H7 and O26:H11Dose-infection modelQMRA |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Costantino Masciopinto Michele Vurro Nicola Lorusso Domenico Santoro Charles N. Haas |
spellingShingle |
Costantino Masciopinto Michele Vurro Nicola Lorusso Domenico Santoro Charles N. Haas Application of QMRA to MAR operations for safe agricultural water reuses in coastal areas Water Research X Reclaimed water quality Managed aquifer recharge E. coli O157:H7 and O26:H11 Dose-infection model QMRA |
author_facet |
Costantino Masciopinto Michele Vurro Nicola Lorusso Domenico Santoro Charles N. Haas |
author_sort |
Costantino Masciopinto |
title |
Application of QMRA to MAR operations for safe agricultural water reuses in coastal areas |
title_short |
Application of QMRA to MAR operations for safe agricultural water reuses in coastal areas |
title_full |
Application of QMRA to MAR operations for safe agricultural water reuses in coastal areas |
title_fullStr |
Application of QMRA to MAR operations for safe agricultural water reuses in coastal areas |
title_full_unstemmed |
Application of QMRA to MAR operations for safe agricultural water reuses in coastal areas |
title_sort |
application of qmra to mar operations for safe agricultural water reuses in coastal areas |
publisher |
Elsevier |
series |
Water Research X |
issn |
2589-9147 |
publishDate |
2020-08-01 |
description |
A pathogenic Escherichia coli (E.coli) O157:H7 and O26:H11 dose-response model was set up for a quantitative microbial risk assessment (QMRA) of the waterborne diseases associated with managed aquifer recharge (MAR) practices in semiarid regions. The MAR facility at Forcatella (Southern Italy) was selected for the QMRA application. The target counts of pathogens incidentally exposed to hosts by eating contaminated raw crops or while bathing at beaches of the coastal area were determined by applying the Monte Carlo Markov Chain (MCMC) Bayesian method to the water sampling results. The MCMC provided the most probable pathogen count reaching the target and allowed for the minimization of the number of water samplings, and hence, reducing the associated costs. The sampling stations along the coast were positioned based on the results of a groundwater flow and pathogen transport model, which highlighted the preferential flow pathways of the transported E. coli in the fractured coastal aquifer. QMRA indicated tolerable (<10−6 DALY) health risks for bathing at beaches and irrigation with wastewater, with 0.4 infectious diseases per year (11.4% probability of occurrence) associated with the reuse of reclaimed water via soil irrigation even though exceeding the E. coli regulation limit of 10 CFU/100 mL by five times. The results show negligible health risk and insignificant impacts on the coastal water quality due to pathogenic E. coli in the wastewater used for MAR. However, droughts and reclaimed water quality can be considered the main issues of MAR practices in semiarid regions suggesting additional reclaimed water treatments and further stress-tests via QMRAs by considering more persistent pathogens than E. coli. |
topic |
Reclaimed water quality Managed aquifer recharge E. coli O157:H7 and O26:H11 Dose-infection model QMRA |
url |
http://www.sciencedirect.com/science/article/pii/S2589914720300220 |
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