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Niknejad H, Hoseinvandtabar S, Panahandeh M, Gholami-Borujeni F, Janipoor R, Sarvestani RA, Saeedi R, Arani MH, Abtahi M, Rafiee M. Quantitative microbial risk assessment of gastrointestinal illness due to recreational exposure to E. coli and enterococci on the southern coasts of the Caspian Sea. Heliyon 2024; 10:e29974. [PMID: 38694045 PMCID: PMC11058881 DOI: 10.1016/j.heliyon.2024.e29974] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Revised: 04/09/2024] [Accepted: 04/18/2024] [Indexed: 05/03/2024] Open
Abstract
Background Gastrointestinal illness refers to a broad range of diseases that affect the digestive system, including infections caused by bacteria, viruses, and parasites. Quantitative Microbial Risk Assessment (QMRA) is a powerful tool used to evaluate the risks associated with microbial pathogens in various environments. The main objective of this study was to conduct a quantitative assessment of gastrointestinal illnesses that occur as a result of exposure to E. coli and enterococci during recreational activities on the southern coasts of the Caspian Sea. Methods Samples were collected from the recreational beaches along the border line of the Caspian Sea. The samples were analyzed for the presence and enumeration of E. coli and enterococci using the microplate method and membrane filtration techniques. Then, the annual and daily infection risks were computed using the Monte Carlo simulation approach. Results The results revealed that the risk of daily and annual infections on the coasts of Babolsar was higher than that on the coasts of Sari. Also, in the recreational waters of these beaches, the risk of infection by enterococci was higher than that posed by E. coli. In Babolsar, the average annual infection risk caused by E. coli and enterococci was 0.365 and 1 for children and 0.181 and 0.986 for adults. Also, in Sari, the average annual infection risk caused by E. coli and enterococci was 0.060 and 0.908 for children and 0.027 and 0.815 for adults. In addition, children were more likely than adults to become infected. Conclusion In light of the study's findings, due to the entry of untreated urban wastewater into the southern part of the Caspian Sea (northern Iran) and the high risk of infectious diseases for children, more control and health measures are necessary for children's swimming.
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Affiliation(s)
- Hadi Niknejad
- Department of Environmental Health Engineering, School of Public Health and Safety, Shahid Beheshti University of Medical Sciences, Tehran, Iran
- Student Research Committee, Department of Environmental Engineering, School of Public Health and Safety, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Somayeh Hoseinvandtabar
- Department of Environmental Health Engineering, School of Public Health and Safety, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Maryam Panahandeh
- Environmental Research Institute, Academic Center for Education, Culture and Research (ACECR), Rasht, Iran
| | - Fathollah Gholami-Borujeni
- Department of Environmental Health Engineering, Faculty of Health, Mazandaran University of Medical Sciences, Sari, Iran
| | - Reihaneh Janipoor
- Department of Environmental Health Engineering, School of Public Health and Safety, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Roghayeh Abedi Sarvestani
- Department of Environmental Health Engineering, School of Public Health and Safety, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Reza Saeedi
- Department of Health, Safety and Environment (HSE), School of Public Health and Safety, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Mohsen Hesami Arani
- Department of Environmental Health Engineering, School of Public Health, Iran University of Medical Sciences, Tehran, Iran
| | - Mehrnoosh Abtahi
- Department of Environmental Health Engineering, School of Public Health and Safety, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Mohammad Rafiee
- Department of Environmental Health Engineering, School of Public Health and Safety, Shahid Beheshti University of Medical Sciences, Tehran, Iran
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Madani M, Seth R, Leon LF, Valipour R, McCrimmon C. Microbial modelling of Lake St. Clair: Impact of local tributaries on the shoreline water quality. Ecol Modell 2021. [DOI: 10.1016/j.ecolmodel.2021.109709] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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Bruschi A, Lisi I, De Angelis R, Querin S, Cossarini G, Di Biagio V, Salon S, Solidoro C, Fassina D, Ancona S, Silvestri C. Indexes for the assessment of bacterial pollution in bathing waters from point sources: The northern Adriatic Sea CADEAU service. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2021; 293:112878. [PMID: 34091140 DOI: 10.1016/j.jenvman.2021.112878] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/22/2020] [Revised: 04/21/2021] [Accepted: 05/21/2021] [Indexed: 06/12/2023]
Abstract
This paper presents a novel set of water quality indexes to identify the area potentially affected by point sources of bacterial pollution in coastal bathing waters. The indexes, developed in the framework of the CADEAU service, are evaluated on the results of a modelling system based on the integration of a high-resolution ocean model, remote sensing observations and in situ monitoring data for the northern Adriatic Sea. In particular, the system is a downscaling of the Mediterranean Copernicus Marine Environment Monitoring Service and exploits data produced within the Bathing Waters Directive, the Water Framework Directive and the Urban Waste Water Treatment Directive to create added value products. The aim of the proposed indexes is to support the identification of areas of influence for bathing waters by identifying the potential threat from point sources of bacterial pollution, both in standard conditions and peculiar events such as a total bypass of wastewater treatment plants. The results for the Chioggia Municipality case study show the potential of the indexes to significantly improve the geographical identification and quantitative evaluation of the impacts of bacterial pollution sources on bathing waters, facilitating the design of mitigation measures. The proposed methodology represents a new management approach to support local authorities in defining the area of influence within the water bathing profile through the proper characterization of the point sources of bacterial pollution.
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Affiliation(s)
- Antonello Bruschi
- Institute for Environmental Protection and Research (ISPRA), via Vitaliano Brancati 48, 00144, Rome, Italy.
| | - Iolanda Lisi
- Institute for Environmental Protection and Research (ISPRA), via Vitaliano Brancati 48, 00144, Rome, Italy
| | - Roberta De Angelis
- Institute for Environmental Protection and Research (ISPRA), via Vitaliano Brancati 48, 00144, Rome, Italy
| | - Stefano Querin
- National Institute of Oceanography and Applied Geophysics (OGS), Borgo Grotta Gigante 42/C, 34010, Sgonico (TS), Italy
| | - Gianpiero Cossarini
- National Institute of Oceanography and Applied Geophysics (OGS), Borgo Grotta Gigante 42/C, 34010, Sgonico (TS), Italy
| | - Valeria Di Biagio
- National Institute of Oceanography and Applied Geophysics (OGS), Borgo Grotta Gigante 42/C, 34010, Sgonico (TS), Italy
| | - Stefano Salon
- National Institute of Oceanography and Applied Geophysics (OGS), Borgo Grotta Gigante 42/C, 34010, Sgonico (TS), Italy
| | - Cosimo Solidoro
- National Institute of Oceanography and Applied Geophysics (OGS), Borgo Grotta Gigante 42/C, 34010, Sgonico (TS), Italy
| | - Daniel Fassina
- Regional Agency for Environmental Protection of Veneto (ARPAV), Via Ospedale Civile, 24, 35121, Padova, Italy
| | - Sara Ancona
- Regional Agency for Environmental Protection of Veneto (ARPAV), Via Ospedale Civile, 24, 35121, Padova, Italy
| | - Cecilia Silvestri
- Institute for Environmental Protection and Research (ISPRA), via Vitaliano Brancati 48, 00144, Rome, Italy
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Chromophoric Dissolved Organic Matter as a Tracer of Fecal Contamination for Bathing Water Quality Monitoring in the Northern Tyrrhenian Sea (Latium, Italy). JOURNAL OF MARINE SCIENCE AND ENGINEERING 2020. [DOI: 10.3390/jmse8060430] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Dissolved organic matter present in natural aquatic environments is a heterogeneous mixture of allochthonous and autochthonous materials. In coastal areas vulnerable to sewage waste, its biologically active component, the chromophoric dissolved organic matter (CDOM), is expected to change its composition and distribution in relation to anthropogenic activities, suggesting the possible use of CDOM as a proxy of fecal contamination. This study aimed at testing such hypothesis by investigating and relating the optical properties of CDOM with Escherichia coli abundance, physiological state, and enzymatic activities in a bathing area of the Northern Tyrrhenian Sea (Latium, Italy) affected by urban wastewaters. The parallel factor analysis (PARAFAC) applied to the excitation–emission matrices (EEMs) of CDOM allowed us to distinguish three main components: C1 (λEx/λEm = 342 nm/435 nm), C2 (λEx/λEm = 281–373 nm/460 nm), and C3 (λEx/λEm = 286 nm/360 nm). C1 and C2 corresponded to humic acids of terrestrial origin, while C3 to tryptophan, whose fluorescence peak was detected close to sewage sites, strongly related to active E. coli cells. The comparison between spectral and microbiological methods is suggested as a suitable approach to monitor bathing water quality for the implementation of coastal observing system capability.
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Modeling the Impact of Extreme River Discharge on the Nutrient Dynamics and Dissolved Oxygen in Two Adjacent Estuaries (Portugal). JOURNAL OF MARINE SCIENCE AND ENGINEERING 2019. [DOI: 10.3390/jmse7110412] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
The Minho and Lima are adjacent estuaries located in the north of Portugal, with high ecological and economic importance. To address gaps in knowledge about changes in nutrient patterns in adjacent estuaries subject to different freshwater inflows, a numerical model, Delft3D, was implemented and developed, using a single domain, which allowed physical communication between estuaries. Calibration and validation of the model was successfully performed. Three numerical simulations were carried out, in which only river flows were varied (1st corresponds to a baseline numerical run, the 2nd a flood scenario, and the 3rd a drought scenario). Under flooding conditions, similar patterns were verified in both estuaries, with high fluvial discharges showing to have a reduced impact on both estuarine dynamics. In this case the nutrients were not a limiting factor for the biota, both for summer and winter seasons, since there was no significant decrease in dissolved oxygen concentration. For the drought scenario, it was observed that the estuary with the lower inflow of freshwater (Lima) was the most affected, with a significant decrease in the concentration of nutrients and oxygen dissolved in the winter season (decrease of 2 mg O2/L). In conclusion, this work reveals that it is essential to continuously monitor dam-controlled estuarine systems, as a significant decrease in river discharge will cause significant changes in the variables analysed (O2, PO4, and NO3) and may cause loss of biodiversity.
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O'Flaherty E, Solimini A, Pantanella F, Cummins E. The potential human exposure to antibiotic resistant-Escherichia coli through recreational water. THE SCIENCE OF THE TOTAL ENVIRONMENT 2019; 650:786-795. [PMID: 30308854 DOI: 10.1016/j.scitotenv.2018.09.018] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/06/2018] [Revised: 08/30/2018] [Accepted: 09/02/2018] [Indexed: 06/08/2023]
Abstract
It is important that bathing water sites are free as possible from antibiotic resistant bacteria (ARB) to prevent the spread of difficult to treat infections throughout the population. This study examines the possible human exposure to antibiotic resistant Escherichia coli (AR-E. coli) through recreational activities at two different bathing water sites located near wastewater treatment plants (WWTPs). A quantitative risk assessment model was created to model the pathway of the AR-E. coli from the WWTPs effluent water through to the bathing water sites. Both sampling data and data from scientific literature were used. The main steps considered for the model were: the dilution and decay of the AR-E. coli from the WWTPs effluent water into the river; the dilution of the river into the bathing water sites and the human exposure to AR-E. coli through recreational activities at the bathing water sites (as a result of water ingestion). The results show the mean predicted human exposure levels ranged between 0.45 and 345.09 cfu/100 ml. A back calculation method determined that in accordance with the European Bathing Water Directive (2006/7/EC) (BWD) to be considered "poor" water quality, the concentration of AR-E. coli in WWTP effluent water would need to exceed 2.45 log cfu/ml at site 1 and exceed 2.71 log cfu/ml at site 2. This study provides valuable information for regulatory bodies and policy makers on the possible human exposure levels to AR-E. coli and the maximum permissible concentrations in WWTP effluent water to ensure compliance with relevant bathing water legislation.
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Affiliation(s)
- E O'Flaherty
- University College Dublin, School of Biosystems and Food Engineering, Belfield, Dublin 4, Ireland.
| | - A Solimini
- Department of Public Health, Sapienza University of Rome, Italy
| | - F Pantanella
- Department of Public Health, Sapienza University of Rome, Italy
| | - E Cummins
- University College Dublin, School of Biosystems and Food Engineering, Belfield, Dublin 4, Ireland
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Ostoich M, Ghezzo M, Umgiesser G, Zambon M, Tomiato L, Ingegneri F, Mezzadri G. Modelling as decision support for the localisation of submarine urban wastewater outfall: Venice lagoon (Italy) as a case study. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2018; 25:34306-34318. [PMID: 30293103 DOI: 10.1007/s11356-018-3316-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/15/2018] [Accepted: 09/24/2018] [Indexed: 06/08/2023]
Abstract
Microbiological impact is critical in coastal areas where tourism is particularly important for both the local and regional economy. Submarine outfalls are commonly used to enhance the dispersion of treated sewage thus avoiding pollution along the coast. The Venice lagoon (North Italy) has a very sensitive ecosystem, due to the morphological and natural characteristics of the basin and the co-existence of human activities. To preserve the lagoon, the discharge from the treatment plant for urban wastewater collected from the Venezia-Mestre agglomeration, neighbouring areas and local industries (total of 400,000 population equivalent-PE) has been moved from the lagoon to the open Adriatic Sea since November 2013 by means of an approximately 20-km pipeline. Microbiological pollution inside the lagoon can affect shellfish breeding areas instead, along the coast it affects the quality of bathing waters. In this study, and for the first time, a 3D hydrodynamic SHYFEM model (shallow water finite element model) with high spatial resolution coupled with a microbiological module has been applied to the lagoon and to the Adriatic Sea, to evaluate the effectiveness of the location of the submarine outfall. Microbiological data have been produced by the control Authority according to official analytic methods and by the plant operator. The module of survival of free Escherichia coli follows a variable rate in dependence of UV radiation, temperature and salinity in the water. Two scenarios were modelled: final discharge into the lagoon before November 2013 and after into the open sea. In the latter case, two situations have been considered, one with "Bora" and the other with "Scirocco" winds. Our results indicate that the model correctly simulates microbiological decay and dispersion. The transferral of the final discharge point far from the shoreline improves pollution dispersion, thus preserving the lagoon without evidence of impacts on the bathing waters in all meteorological conditions.
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Affiliation(s)
- Marco Ostoich
- Prov. Department of Venice, ARPAV (Veneto Regional Prevention and Protection Agency), Via Lissa 6, 30171, Mestre-Venice, Italy.
| | - Michol Ghezzo
- National Research Council (CNR), Institute of Marine Sciences, Arsenale Tesa 104 Castello 2337/F30122, 30122, Venice, Italy
| | - Georg Umgiesser
- National Research Council (CNR), Institute of Marine Sciences, Arsenale Tesa 104 Castello 2337/F30122, 30122, Venice, Italy
- Marine Research Institute, Klaipeda University, H. Manto 84, 92294, Klaipeda, Lithuania
| | - Mirco Zambon
- Prov. Department of Venice, ARPAV (Veneto Regional Prevention and Protection Agency), Via Lissa 6, 30171, Mestre-Venice, Italy
| | - Loris Tomiato
- Prov. Department of Venice, ARPAV (Veneto Regional Prevention and Protection Agency), Via Lissa 6, 30171, Mestre-Venice, Italy
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Development of a Predictive Tool to Support Environmentally Sustainable Management in Port Basins. WATER 2017. [DOI: 10.3390/w9110898] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
According to the Water Framework Directive, harbours that are classified as heavily modified water bodies must either reach or maintain good ecological potential. Moreover, following the marine spatial planning principles, the effects of port structure changes on water quality must also be considered. To support the sustainable management of harbour waters, we calculated flushing time (FT) through the use of a numerical model within the Civitavecchia port under different scenarios. To assess the effects of the realization of new infrastructure that will significantly alter the port configuration in the coming years, we also developed the flushing efficiency index (FEI). The increase in the harbour basin size due to the embankment extension result in high values of FT, particularly in the inner part of the port, in accordance with the highest values of the enrichment factor of the trace metals found in the sediment. The deterioration of water quality is confirmed by negative FEI values. Otherwise, the index assumes positive values after the realization of a second entrance in the southern part of Civitavecchia port, highlighting a drastic improvement in harbour water renewal. This study provides a low-cost and predictive tool to correctly address environmentally sustainable management of port activities.
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Dvarskas A. Dynamically linking economic models to ecological condition for coastal zone management: Application to sustainable tourism planning. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2017; 188:163-172. [PMID: 27978443 DOI: 10.1016/j.jenvman.2016.12.014] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/14/2016] [Revised: 11/29/2016] [Accepted: 12/06/2016] [Indexed: 06/06/2023]
Abstract
While the development of the tourism industry can bring economic benefits to an area, it is important to consider the long-run impact of the industry on a given location. Particularly when the tourism industry relies upon a certain ecological state, those weighing different development options need to consider the long-run impacts of increased tourist numbers upon measures of ecological condition. This paper presents one approach for linking a model of recreational visitor behavior with an ecological model that estimates the impact of the increased visitors upon the environment. Two simulations were run for the model using initial parameters available from survey data and water quality data for beach locations in Croatia. Results suggest that the resilience of a given tourist location to the changes brought by increasing tourism numbers is important in determining its long-run sustainability. Further work should investigate additional model components, including the tourism industry, refinement of the relationships assumed by the model, and application of the proposed model in additional areas.
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Affiliation(s)
- Anthony Dvarskas
- School of Marine and Atmospheric Sciences, Stony Brook University, 167A Endeavour Hall, Stony Brook, NY, 11794, United States.
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Rodrigues VFV, Rivera ING, Lim KY, Jiang SC. Detection and risk assessment of diarrheagenic E. coli in recreational beaches of Brazil. MARINE POLLUTION BULLETIN 2016; 109:163-170. [PMID: 27301685 DOI: 10.1016/j.marpolbul.2016.06.007] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/03/2016] [Revised: 05/25/2016] [Accepted: 06/02/2016] [Indexed: 05/13/2023]
Abstract
Marine beaches are important recreational and economic resources in Brazil, but the beaches' water quality is negatively impacted by the discharge of domestic sewage effluent. The occurrence of diarrheagenic Escherichiacoli among the E. coli isolated from three Brazilian marine beaches was investigated. Multiplex and single step PCR were used to screen 99 E. coli isolates for ten target toxin genes. Six toxin genes, stx1, eae, estp, esth, astA, and bfpA, were identified in 1% to 35% of the isolates. A quantitative microbial risk assessment (QMRA) of human exposure to diarrheagenic E. coli during marine recreation was carried out. The results indicated that the diarrheagenic E. coli risk is well below the U.S. EPA's recommended daily recreational risk benchmark. However, the overall recreational health risk due to all pathogens in the water could be much higher and exceeded the U.S. EPA's benchmark.
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Affiliation(s)
- Vanessa F V Rodrigues
- Biomedical Science Institute, Microbiology Department, University of São Paulo, Estado de São Paulo, SP 05508-000, Brazil; Department of Civil and Environmental Engineering, University of California, Irvine, CA 92697-2175, USA
| | - Irma N G Rivera
- Biomedical Science Institute, Microbiology Department, University of São Paulo, Estado de São Paulo, SP 05508-000, Brazil
| | - Keah-Ying Lim
- Department of Civil and Environmental Engineering, University of California, Irvine, CA 92697-2175, USA
| | - Sunny C Jiang
- Department of Civil and Environmental Engineering, University of California, Irvine, CA 92697-2175, USA.
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