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Campos CJA, Gyawali P, Hewitt J. Study of Shellfish Growing Area During Normal Harvesting Periods and Following Wastewater Overflows in an Urban Estuary With Complex Hydrography. Food Environ Virol 2024; 16:79-96. [PMID: 38329699 DOI: 10.1007/s12560-023-09579-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Accepted: 12/27/2023] [Indexed: 02/09/2024]
Abstract
Viral testing combined with hydrographic studies is considered standard good practice in determining microbiological impacts on shellfish growing areas following wastewater overflows. In this study, norovirus genogroup I and II, indicators of viral contamination (F-RNA bacteriophage genogroup II (F-RNA GII), crAssphage, pepper mild mottle virus) and Escherichia coli were monitored during periods of normal harvesting and following overflows in two commercial shellfish growing areas in Otago Harbour (Aotearoa New Zealand). Dye tracing, drogue tracking and analysis of particle tracking modelling were also undertaken to assess the dispersion, dilution and time of travel of wastewater discharged from a pump station discharge that impacts the growing areas. Norovirus was not detected in any of the 218 shellfish samples tested. PMMoV and crAssphage were more prevalent than F-RNA GII as determined by RT-qPCR. The dye study indicated long residence time of the waters (≥5 days) in the embayment impacted by the discharge. No relationships were found between the concentrations of viral indicators or E. coli and wastewater dilution, distance between the discharge and the growing areas or time since the last overflow. For the three spills studied (≤327 m3), there was little evidence of microbiological impact on the growing areas. This was likely associated with a deep shipping channel that enhances water flushing in the harbour and reduces contaminant transport to the growing areas. We recommend flexibility in the approach for closure/reopening growing areas impacted by spills, particularly for small duration/volume spills and when norovirus is not present in the community.
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Affiliation(s)
- Carlos J A Campos
- Cawthron Institute, 98 Halifax Street East, Nelson, 7042, New Zealand.
- Jacobs, 47 Hereford Street Level 2, Wynn Williams Building, Christchurch, 8013, New Zealand.
| | - Pradip Gyawali
- Institute of Environmental Science and Research Limited (ESR), Kenepuru Science Centre, 34 Kenepuru Drive, Kenepuru, Porirua, 5240, New Zealand
| | - Joanne Hewitt
- Institute of Environmental Science and Research Limited (ESR), Kenepuru Science Centre, 34 Kenepuru Drive, Kenepuru, Porirua, 5240, New Zealand
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Campos CJA, Kelly LT, Banks JC. Using a weight of evidence approach to identify sources of microbiological contamination in a shellfish-growing area with "Restricted" classification. Environ Monit Assess 2023; 195:529. [PMID: 37000235 DOI: 10.1007/s10661-023-11041-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Accepted: 02/20/2023] [Indexed: 06/19/2023]
Abstract
Shellfish-growing areas in rural catchments are occasionally affected by elevated faecal contamination from diffuse sources and may be subject to frequent harvest closures/classification downgrades. We combined traditional risk management methods based on sanitary surveys and monitoring of Escherichia coli in seawater and shellfish with faecal source tracking, bacterial source apportionment, and hydrometeorological modelling to determine the causes of elevated E. coli concentrations contributing to harvest closures in Papanui Inlet (Aotearoa New Zealand). These multiple lines of evidence were used to inform a weight of evidence assessment of bacterial contamination in the inlet. Ruminant livestock was estimated to contribute 80% of the faecal coliform loading. Concentrations of E. coli in seawater were low (≤ 87 MPN 100 ml-1) whilst concentrations in tuaki/cockles/little neck clams (Austrovenus stutchburyi) occasionally exceeded the "Approved" classification limit (230 MPN 100 g-1). The most frequent positive genetic markers in seawater were the seagull (Catellicoccus marimammalium) (54% of seawater samples), and in shellfish, the bovine and seagull markers (both 12.5% of shellfish samples). Solar radiation was negatively correlated with E. coli in tuaki. We found that the growing area is affected by faecal inputs from animal and, to a lesser extent, human (septic tank discharges) sources which elevate contamination to levels detectable in tuaki but not in seawater, particularly in the summer months. The innovative approach can enhance the management of shellfish-growing areas affected by intermittent contamination and enables more targeted action to reduce pollution to improve shellfish water quality.
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García-García LM, Campos CJA, Kershaw S, Younger A, Bacon J. Scenarios of intermittent E. coli contamination from sewer overflows to shellfish growing waters: The Dart Estuary case study. Mar Pollut Bull 2021; 167:112332. [PMID: 33865040 DOI: 10.1016/j.marpolbul.2021.112332] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/05/2020] [Revised: 03/24/2021] [Accepted: 03/30/2021] [Indexed: 06/12/2023]
Abstract
Sewage overflows (SOs) and Combined Sewer Overflows (CSOs) significantly contribute to the bacterial contamination of coastal waters, which is of especial concern for aquaculture, a growing industry worldwide. Hydrodynamic and water quality models were used to investigate impacts of CSO discharge frequency and duration, river discharge and tides on Escherichia coli levels at shellfish farming sites in the Dart Estuary (UK), being the employed methodology generally applicable. High E. coli contamination occurred during neap tides and high river discharges due to higher retention and lower bacterial decay. Synchronicity of CSO spills affected the duration of the pollution episodes rather than peak concentrations, more influenced by discharges of the neighbouring CSOs. During peak discharges, E. coli concentrations could be 10 times higher than during average flows. CSO spills were more frequent when rainfall was >20 mm. Model outputs combined with rainfall forecasts can indicate microbiological contamination risk in the aquaculture sites.
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Affiliation(s)
- Luz María García-García
- Centre for Environment, Fisheries & Aquaculture Science (Cefas), Pakefield Road, Lowestoft, UK; Instituto Español de Oceanografía-IEO, Centro Oceanográfico de A Coruña, Paseo Marítimo Alcalde Francisco Vázquez, 10, 15001 A Coruña, Spain
| | - Carlos J A Campos
- Centre for Environment, Fisheries & Aquaculture Science (Cefas), Barrack Road, The Nothe, Weymouth, UK; Cawthron Institute, 98 Halifax Street East, The Wood, Nelson 7010, New Zealand
| | - Simon Kershaw
- Centre for Environment, Fisheries & Aquaculture Science (Cefas), Barrack Road, The Nothe, Weymouth, UK
| | - Andrew Younger
- Centre for Environment, Fisheries & Aquaculture Science (Cefas), Barrack Road, The Nothe, Weymouth, UK
| | - John Bacon
- Centre for Environment, Fisheries & Aquaculture Science (Cefas), Pakefield Road, Lowestoft, UK.
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Campos CJA, Teixeira Alves M, Walker DI. Long term reductions of faecal indicator organisms in Chichester Harbour (England) following sewerage infrastructure improvements in the catchment. Sci Total Environ 2020; 733:139061. [PMID: 32446055 DOI: 10.1016/j.scitotenv.2020.139061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/22/2019] [Revised: 04/22/2020] [Accepted: 04/26/2020] [Indexed: 06/11/2023]
Abstract
Quantitative information relating sewerage infrastructure schemes to microbial water quality improvements in recreational and shellfish harvesting areas is lacking. In this study, we assessed the effect of two sewerage schemes on concentrations of faecal indicator organisms (FIO) in Chichester Harbour, an important oyster fishery and water recreation area in the UK. The sewerage schemes comprised the installation of activated sludge and UV disinfection plants and increase in the storage capacity of storm tanks at sewage treatment works that discharge to tidal waters. Analysis of FIO data covering the period 2007-2018 indicated log-order reductions in FIO concentrations in the harbour after the sewerage schemes, which was reflected by better compliance with the E. coli and enterococci limits for "excellent" of the Bathing Waters Directive. Mean concentrations of E. coli in shellfish reduced ≤0.5log10 and compliance of commercial shellfish beds with the limits of Regulation (EC) No 854/2004 either maintained or upgraded to class B status during the 11-year period. However, compliance with the guideline E. coli standard of the Shellfish Water Protected Areas Directions was not consistently achieved. We suggest that better harmonisation of monitoring practices used in the various statutory programmes would help in understanding if the observed discrepancy in FIO compliance between waters and shellfish is due to actual pollution levels at compliance sites or other factors. Nevertheless, this study demonstrates that fortnightly sampling can provide data to evidence long-term water quality improvements following sewerage schemes.
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Affiliation(s)
- Carlos J A Campos
- Centre for Environment, Fisheries and Aquaculture Science (Cefas), Weymouth DT48UB, UK; Cawthron Institute, 98 Halifax Street East Nelson 7010, Private Bag 2, Nelson 7042, New Zealand.
| | | | - David I Walker
- Centre for Environment, Fisheries and Aquaculture Science (Cefas), Weymouth DT48UB, UK.
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Chinnadurai S, Campos CJA, Geethalakshmi V, Sharma J, Kripa V, Mohamed KS. Microbiological quality of shellfish harvesting areas in the Ashtamudi and Vembanad estuaries (India): Environmental influences and compliance with international standards. Mar Pollut Bull 2020; 156:111255. [PMID: 32510397 DOI: 10.1016/j.marpolbul.2020.111255] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/18/2020] [Revised: 04/27/2020] [Accepted: 05/07/2020] [Indexed: 06/11/2023]
Abstract
The sources of microbiological contamination in shellfish harvesting areas in the Ashtamudi and Vembanad estuaries were identified through a sanitary survey. Samples of shellfish and waters were tested for faecal indicator bacteria. Both estuaries receive high levels of contamination from septic tank discharges and areas with high numbers of birds and livestock. An assessment to illustrate the classification status of the harvesting areas indicated that 64% of oyster and 58% of clam samples from Ashtamudi and 54% of mussel samples from Vembanad would comply with the lower class B standard of the EU classification system. Most water results would comply with the faecal coliform standard for 'Prohibited' areas under the US classification system. None of the water samples from Ashtamudi were below the standard for 'Approved' areas. Pollution reduction measures and implementation of a sanitation programme according to international best practice would improve consumer health protection.
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Affiliation(s)
- Shunmugavel Chinnadurai
- Molluscan Fisheries Division, Central Marine Fisheries Research Institute, PB No. 1603, Kochi, Kerala State 682018, India; ICAR - Central Institute of Fisheries Technology, Kochi, Kerala State 682029, India; Department of Biosciences, Mangalore University, Mangalagangothri, Karnataka State, India.
| | - Carlos J A Campos
- Cawthron Institute, 98 Halifax Street East, Nelson 7010, New Zealand
| | - V Geethalakshmi
- ICAR - Central Institute of Fisheries Technology, Kochi, Kerala State 682029, India
| | - Jenni Sharma
- Molluscan Fisheries Division, Central Marine Fisheries Research Institute, PB No. 1603, Kochi, Kerala State 682018, India
| | - V Kripa
- Molluscan Fisheries Division, Central Marine Fisheries Research Institute, PB No. 1603, Kochi, Kerala State 682018, India
| | - K S Mohamed
- Molluscan Fisheries Division, Central Marine Fisheries Research Institute, PB No. 1603, Kochi, Kerala State 682018, India
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Younger AD, Teixeira Alves M, Taylor NGH, Lowther J, Baker-Austin C, Campos CJA, Price-Hayward M, Lees D. Evaluation of the protection against norovirus afforded by E. coli monitoring of shellfish production areas under EU regulations. Water Sci Technol 2018; 78:1010-1022. [PMID: 30339526 DOI: 10.2166/wst.2018.357] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
EC Regulation 854/2004 requires the classification of bivalve mollusc harvesting areas according to the faecal pollution status of sites. It has been reported that determination of Escherichia coli in bivalve shellfish is a poor predictor of norovirus (NoV) contamination in individual samples. We explore the correlation of shellfish E. coli data with norovirus presence using data from studies across 88 UK sites (1,184 paired samples). We investigate whether current E. coli legislative standards could be refined to reduce NoV infection risk. A significant relationship between E. coli and NoV was found in the winter months (October to February) using data from sites with at least 10 data pairs (51 sites). We found that the ratio of arithmetic means (log10 E. coli to log10 NoV) at these sites ranged from 0.6 to 1.4. The lower ratios (towards 0.6) might typically indicate situations where the contribution from UV disinfected sewage discharges was more significant. Conversely, higher ratios (towards 1.4) might indicate a prevalence of animal sources of pollution; however, this relationship did not always hold true and so further work is required to fully elucidate the factors of relevance. Reducing the current class B maximum (allowed in 10% of samples) from 46,000 E. coli per 100 g (corresponding NoV value of 75750 ± 103) to 18,000 E. coli per 100 g (corresponding NoV value of 29365 ± 69) reduces maximum levels of NoV by a factor of 2.6 to 1; reducing the upper class B limit to 100% compliance with 4,600 E. coli per 100 g (corresponding NoV value of 7403 ± 39) reduces maximum levels of NoV by a factor of 10.2 to 1. We found using the UK filtered winter dataset that a maximum of 200 NoV corresponded to a maximum of 128 ± 7 E. coli per 100 g. A maximum of 1,000 NoV corresponded to a maximum of 631 ± 14 E. coli per 100 g.
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Affiliation(s)
- A D Younger
- Centre for Fisheries, Environment and Aquaculture Science, Barrack Road, The Nothe, Weymouth, DT4 8UB, United Kingdom E-mail:
| | - M Teixeira Alves
- Centre for Fisheries, Environment and Aquaculture Science, Barrack Road, The Nothe, Weymouth, DT4 8UB, United Kingdom E-mail:
| | - N G H Taylor
- Centre for Fisheries, Environment and Aquaculture Science, Barrack Road, The Nothe, Weymouth, DT4 8UB, United Kingdom E-mail:
| | - J Lowther
- Centre for Fisheries, Environment and Aquaculture Science, Barrack Road, The Nothe, Weymouth, DT4 8UB, United Kingdom E-mail:
| | - C Baker-Austin
- Centre for Fisheries, Environment and Aquaculture Science, Barrack Road, The Nothe, Weymouth, DT4 8UB, United Kingdom E-mail:
| | - C J A Campos
- Centre for Fisheries, Environment and Aquaculture Science, Barrack Road, The Nothe, Weymouth, DT4 8UB, United Kingdom E-mail:
| | - M Price-Hayward
- Centre for Fisheries, Environment and Aquaculture Science, Barrack Road, The Nothe, Weymouth, DT4 8UB, United Kingdom E-mail:
| | - D Lees
- Centre for Fisheries, Environment and Aquaculture Science, Barrack Road, The Nothe, Weymouth, DT4 8UB, United Kingdom E-mail:
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de Souza RV, Campos CJA, Garbossa LHP, Seiffert WQ. Developing, cross-validating and applying regression models to predict the concentrations of faecal indicator organisms in coastal waters under different environmental scenarios. Sci Total Environ 2018; 630:20-31. [PMID: 29471188 DOI: 10.1016/j.scitotenv.2018.02.139] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/26/2017] [Revised: 02/09/2018] [Accepted: 02/12/2018] [Indexed: 06/08/2023]
Abstract
This study developed, cross-validated and applied a regression-based model to predict concentrations of faecal indicator organisms (FIOs) under different environmental conditions in the North and South bays of Santa Catarina, South of Brazil. The model was developed using a database of FIO concentrations in seawater sampled at 50 sites and the validation was performed using a different database by comparing 288 pairs of measured and modelled results for 15 sites. The index of agreement between the model outputs and the FIO concentrations measured during the validation period was 66%; the mean average error was 0.43 log10 and the root mean square error was 0.58 log10 MPN.100mL-1. These validation results indicate that the model provides a fair representation of the FIO contamination in the bays for the meteorological conditions under which the model was trained. The simulation of different scenarios showed that under typical levels of resident human population in the catchments and median rainfall and solar radiation conditions, the median FIO concentration in the bays is 0.4 MPN.100mL-1. Under extreme meteorological conditions, the combined effect of high rainfall and low solar radiation increased FIO concentrations up to 5 log10 MPN.100mL-1. The simulated scenarios also show that increases in resident population during the summer tourist season and average rainfall concentrations do not increase median FIO concentrations in the bays relative to periods of time with average population, possibly because of higher bacterial die-off in the waters. The models can be an effective tool for management of human health risks in bathing and shellfish waters impacted by sewage pollution.
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Affiliation(s)
- Robson V de Souza
- Empresa de Pesquisa Agropecuária e Extensão Rural de Santa Catarina (Epagri), Rodovia Admar Gonzaga, 1347, Itacorubi, Florianópolis, SC 88034-901, Brazil.
| | - Carlos J A Campos
- Centre for Environment, Fisheries & Aquaculture Science (Cefas), Weymouth Laboratory, Barrack Road, The Nothe DT4 8UB, UK
| | - Luis H P Garbossa
- Empresa de Pesquisa Agropecuária e Extensão Rural de Santa Catarina (Epagri), Rodovia Admar Gonzaga, 1347, Itacorubi, Florianópolis, SC 88034-901, Brazil
| | - Walter Q Seiffert
- Universidade Federal de Santa Catarina (UFSC), Rodovia Admar Gonzaga, 1346, Itacorubi, Florianópolis, SC 88034-001, Brazil
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Schmidt W, Evers-King HL, Campos CJA, Jones DB, Miller PI, Davidson K, Shutler JD. A generic approach for the development of short-term predictions of Escherichia coli and biotoxins in shellfish. Aquac Environ Interact 2018; 10:173-185. [PMID: 29805719 PMCID: PMC5969569 DOI: 10.3354/aei00265] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Microbiological contamination or elevated marine biotoxin concentrations within shellfish can result in temporary closure of shellfish aquaculture harvesting, leading to financial loss for the aquaculture business and a potential reduction in consumer confidence in shellfish products. We present a method for predicting short-term variations in shellfish concentrations of Escherichia coli and biotoxin (okadaic acid and its derivates dinophysistoxins and pectenotoxins). The approach was evaluated for 2 contrasting shellfish harvesting areas. Through a meta-data analysis and using environmental data (in situ, satellite observations and meteorological nowcasts and forecasts), key environmental drivers were identified and used to develop models to predict E. coli and biotoxin concentrations within shellfish. Models were trained and evaluated using independent datasets, and the best models were identified based on the model exhibiting the lowest root mean square error. The best biotoxin model was able to provide 1 wk forecasts with an accuracy of 86%, a 0% false positive rate and a 0% false discovery rate (n = 78 observations) when used to predict the closure of shellfish beds due to biotoxin. The best E. coli models were used to predict the European hygiene classification of the shellfish beds to an accuracy of 99% (n = 107 observations) and 98% (n = 63 observations) for a bay (St Austell Bay) and an estuary (Turnaware Bar), respectively. This generic approach enables high accuracy short-term farm-specific forecasts, based on readily accessible environmental data and observations.
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Affiliation(s)
- Wiebke Schmidt
- Centre for Geography, Environment and Society, University of Exeter, Penryn Campus, Penryn TR10 9FE, UK
| | | | - Carlos J. A. Campos
- Centre for Environment, Fisheries & Aquaculture Science (Cefas), Weymouth Laboratory, Barrack Road, Weymouth DT4 8UB, UK
| | - Darren B. Jones
- Centre for Geography, Environment and Society, University of Exeter, Penryn Campus, Penryn TR10 9FE, UK
| | - Peter I. Miller
- Plymouth Marine Laboratory, Prospect Place, The Hoe, Plymouth PL1 3DH, UK
| | - Keith Davidson
- Scottish Association for Marine Science, Oban, Argyll PA37 1QA, UK
| | - Jamie D. Shutler
- Centre for Geography, Environment and Society, University of Exeter, Penryn Campus, Penryn TR10 9FE, UK
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Campos CJA, Goblick G, Lee R, Wittamore K, Lees DN. Determining the zone of impact of norovirus contamination in shellfish production areas through microbiological monitoring and hydrographic analysis. Water Res 2017; 124:556-565. [PMID: 28810227 DOI: 10.1016/j.watres.2017.08.021] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/05/2017] [Revised: 07/14/2017] [Accepted: 08/08/2017] [Indexed: 05/09/2023]
Abstract
Norovirus (NoV) contamination of filter feeding bivalve shellfish is a well-recognised human health threat when shellfish are grown in sewage polluted waters. To date, the identification of high risk zones around sewage discharges in shellfish production areas (SPAs) has not been based on NoV data. This study utilised molecular methods for NoV analysis, combined with hydrographic studies, to determine the relationship between NoV concentrations in shellfish and sewage effluent dilution. Cages with mussels and oysters were placed at different distances downstream of sewage discharges in two coastal sites in England. The shellfish were tested for concentrations of NoV (genogroups I and II) and E. coli. Drogue tracking and dye tracing studies were conducted to quantify the dispersion and dilution of sewage effluent in the SPAs. Significant negative associations were found between both total concentrations of NoV (GI + GII) and E. coli and sewage effluent dilution in the SPAs. The total NoV concentrations predicted by the model at 300:1, 1000:1 and 5000:1 ratios of estuarine water to sewage effluent were 1200; 600; and 200 copies/g, respectively. The estimated area of NoV contamination varied according with local pollution source impacts and hydrographic characteristics. The results help to inform the derivation of sewage discharge buffer zones as a control measure for mitigating risk from human NoV contamination in SPAs.
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Affiliation(s)
- Carlos J A Campos
- Centre for Environment, Fisheries and Aquaculture Science (Cefas), Weymouth Laboratory, Weymouth DT48UB, UK.
| | - Gregory Goblick
- US Food and Drug Administration, 5100 Paint Branch Parkway, College Park, MD 20740-3835, USA
| | - Ron Lee
- Centre for Environment, Fisheries and Aquaculture Science (Cefas), Weymouth Laboratory, Weymouth DT48UB, UK; MicroSeaSafe, 33 Franklin Road, Weymouth DT4 0JW, UK
| | - Ken Wittamore
- Triskel Marine Ltd., 12 St Fimbarrus Road, Fowey PL23 1JJ, UK
| | - David N Lees
- Centre for Environment, Fisheries and Aquaculture Science (Cefas), Weymouth Laboratory, Weymouth DT48UB, UK
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Garbossa LHP, Souza RV, Campos CJA, Vanz A, Vianna LFN, Rupp GS. Thermotolerant coliform loadings to coastal areas of Santa Catarina (Brazil) evidence the effect of growing urbanisation and insufficient provision of sewerage infrastructure. Environ Monit Assess 2017; 189:27. [PMID: 28000123 DOI: 10.1007/s10661-016-5742-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/17/2016] [Accepted: 12/06/2016] [Indexed: 05/20/2023]
Abstract
Thermotolerant coliform (TC) loadings were quantified for 49 catchments draining into the North and South Bays of Santa Catarina (SC, southeastern Brazil), an area known for its tourism and aquaculture. TC loadings were calculated based on flow measurements taken in 26 rivers. TC concentrations ere quantified based on surface water samples collected at 49 catchment outlets in 2012 and 2013. Median TC loads ranged from 3.7 × 103 to 6.8 × 108 MPN s-1. TC loadings in the catchments increased in proportion to increases in resident human population, population density and percentage of urbanised area. Catchments with more than 60% of area covered by wastewater collection and treatment systems had higher TC loads per person than catchments with less than 25%. Based on the study catchments, these results indicate that current sewerage infrastructure is ineffective in reducing contamination of faecal origin to surface waters. These findings have important implications for the management of microbiological health hazards in bathing, recreational and shellfish aquaculture waters in the North and South Bays of Santa Catarina Island.
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Affiliation(s)
- Luis H P Garbossa
- EPAGRI, Santa Catarina Agricultural Research and Extension Corporation, Rod. Admar Gonzaga, 1347-Itacorubi, Florianópolis, SC, 88034-901, Brazil.
| | - Robson V Souza
- EPAGRI, Santa Catarina Agricultural Research and Extension Corporation, Rod. Admar Gonzaga, 1347-Itacorubi, Florianópolis, SC, 88034-901, Brazil
| | - Carlos J A Campos
- Centre for Environment, Fisheries and Aquaculture Science (Cefas), Weymouth Laboratory, Lowestoft, UK
| | - Argeu Vanz
- EPAGRI, Santa Catarina Agricultural Research and Extension Corporation, Rod. Admar Gonzaga, 1347-Itacorubi, Florianópolis, SC, 88034-901, Brazil
| | - Luiz F N Vianna
- EPAGRI, Santa Catarina Agricultural Research and Extension Corporation, Rod. Admar Gonzaga, 1347-Itacorubi, Florianópolis, SC, 88034-901, Brazil
| | - Guilherme S Rupp
- EPAGRI, Santa Catarina Agricultural Research and Extension Corporation, Rod. Admar Gonzaga, 1347-Itacorubi, Florianópolis, SC, 88034-901, Brazil
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Campos CJA, Kershaw S, Morgan OC, Lees DN. Risk factors for norovirus contamination of shellfish water catchments in England and Wales. Int J Food Microbiol 2016; 241:318-324. [PMID: 27837721 DOI: 10.1016/j.ijfoodmicro.2016.10.028] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2015] [Revised: 09/07/2016] [Accepted: 10/23/2016] [Indexed: 12/16/2022]
Abstract
This study examines the relationships between concentrations of human noroviruses (NoV) genogroups I (GI) and II (GII) and Escherichia coli monitored in oysters from 31 commercial harvesting areas on the coast of England and Wales from May 2009 to April 2011 and demographic, hydrometric, climatic and pollution source characteristics of upstream river catchments using multiple regression techniques. The predictive environmental factors for E. coli contamination in the oysters were rainfall (cumulative 7days before sampling) while the predictive factors for NoV (GI+GII) were water temperature, catchment area and the combined volume of continuous sewage discharges in the catchment. Oysters from cold waters (<5°C) had significantly higher NoV content than those from warmer waters (>10°C). The association with water temperature may be consequential on the seasonal prevalence of the virus in the community or linked with oyster metabolic function. In a group of 10 study sites, mean concentrations of NoV increased as the number of stormwater spills at those sites also increased. The results of this study could be used to evaluate the likely impact of sewerage infrastructure improvements in catchments at risk of NoV contamination and to help identify sites suitable for shellfish farming.
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Affiliation(s)
- Carlos J A Campos
- Centre for Environment, Fisheries & Aquaculture Science (Cefas), Aquatic Health and Hygiene Division, Food Safety Group, Weymouth Laboratory, UK.
| | - Simon Kershaw
- Centre for Environment, Fisheries & Aquaculture Science (Cefas), Aquatic Health and Hygiene Division, Food Safety Group, Weymouth Laboratory, UK
| | - Owen C Morgan
- Centre for Environment, Fisheries & Aquaculture Science (Cefas), Aquatic Health and Hygiene Division, Food Safety Group, Weymouth Laboratory, UK
| | - David N Lees
- Centre for Environment, Fisheries & Aquaculture Science (Cefas), Aquatic Health and Hygiene Division, Food Safety Group, Weymouth Laboratory, UK
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Campos CJA, Avant J, Lowther J, Till D, Lees DN. Human norovirus in untreated sewage and effluents from primary, secondary and tertiary treatment processes. Water Res 2016; 103:224-232. [PMID: 27470292 DOI: 10.1016/j.watres.2016.07.045] [Citation(s) in RCA: 43] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/18/2016] [Revised: 07/13/2016] [Accepted: 07/19/2016] [Indexed: 05/02/2023]
Abstract
Wastewater treatments are considered important means to control the environmental transmission of human norovirus (NoV). Information about NoV concentrations in untreated and treated effluents, their seasonality and typical removal rates achieved by different treatment processes is required to assess the effectiveness of sewage treatment processes in reducing human exposure to NoV. This paper reports on a characterisation of concentrations of NoV (genogroups I and II) in untreated sewage (screened influent) and treated effluents from five full scale wastewater treatment works (WwTW) in England. Results are shown for effluent samples characteristic of primary- (primary settlement, storm tank overflows), secondary- (activated sludge, trickling filters, humus tanks) and tertiary (UV disinfection) treatments. NoV occurrence in untreated sewage varied between years. This variation was consistent with the annual variation of the virus in the community as indicated by outbreak laboratory reports. Significant differences were found between mean NoV concentrations in effluents subject to different levels of treatment. Primary settlement achieved approximately 1 log10 removal for both genogroups. Concentrations of NoV and Escherichia coli in untreated sewage were of the same order of magnitude of those in storm tank overflows. Of the secondary treatments studied, activated sludge was the most effective in removing NoV with mean log10 removals of 3.11 and 2.34 for GI and GII, respectively. The results of this study provide evidence that monitoring of NoV in raw sewage or treated effluents could provide early warning of an elevated risk for NoV and potentially help prevent outbreaks through environmental exposure. They also provide evidence that elimination of stormwater discharges and improvement of the efficiency of activated sludge for NoV removal would be effective for reducing the risk of environmental transmission.
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Affiliation(s)
- Carlos J A Campos
- Centre for Environment, Fisheries & Aquaculture Science (Cefas), Aquatic Health and Hygiene Division, Weymouth Laboratory, UK.
| | - Justin Avant
- Centre for Environment, Fisheries & Aquaculture Science (Cefas), Aquatic Health and Hygiene Division, Weymouth Laboratory, UK
| | - James Lowther
- Centre for Environment, Fisheries & Aquaculture Science (Cefas), Aquatic Health and Hygiene Division, Weymouth Laboratory, UK
| | | | - David N Lees
- Centre for Environment, Fisheries & Aquaculture Science (Cefas), Aquatic Health and Hygiene Division, Weymouth Laboratory, UK
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de Souza RV, Garbossa LHP, Campos CJA, Vianna LFDN, Vanz A, Rupp GS. Metals and pesticides in commercial bivalve mollusc production areas in the North and South Bays, Santa Catarina (Brazil). Mar Pollut Bull 2016; 105:377-384. [PMID: 26897362 DOI: 10.1016/j.marpolbul.2016.02.024] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/09/2015] [Revised: 02/04/2016] [Accepted: 02/07/2016] [Indexed: 06/05/2023]
Abstract
Concentrations of heavy metals were quantified in mussels Perna perna and Pacific oysters Crassostrea gigas in 28 cultivation sites in the North and South Bays, SC (Brazil). Concentrations of pesticides were also quantified in these bivalve, water and sediment samples collected in 14 cultivation sites on four occasions in the period October 2012-October 2013. Pesticides were not detected in any of the mussel, oyster, water or sediment samples. The South Bay was found to be generally more contaminated with As while the North Bay showed higher concentrations of Ni. Concentrations of Pb and Cd were below the limit of detection of the method (0.5mg/kg) in all samples. Mussels accumulated more As and Ni than oysters, while the opposite was observed for Cu. Metal concentrations were below the maximum levels for foodstuffs specified in the Brazilian legislation.
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Affiliation(s)
- R V de Souza
- Santa Catarina State Institution for Agricultural Research and Rural Extension, Epagri, Florianópolis, SC, Brazil.
| | - L H P Garbossa
- Santa Catarina State Institution for Agricultural Research and Rural Extension, Epagri, Florianópolis, SC, Brazil
| | - C J A Campos
- Centre for Environment, Fisheries & Aquaculture Science (Cefas), Weymouth Laboratory, UK
| | - L F de N Vianna
- Santa Catarina State Institution for Agricultural Research and Rural Extension, Epagri, Florianópolis, SC, Brazil
| | - A Vanz
- Santa Catarina State Institution for Agricultural Research and Rural Extension, Epagri, Florianópolis, SC, Brazil
| | - G S Rupp
- Santa Catarina State Institution for Agricultural Research and Rural Extension, Epagri, Florianópolis, SC, Brazil
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Campos CJA, Avant J, Gustar N, Lowther J, Powell A, Stockley L, Lees DN. Fate of Human Noroviruses in Shellfish and Water Impacted by Frequent Sewage Pollution Events. Environ Sci Technol 2015; 49:8377-85. [PMID: 26125679 DOI: 10.1021/acs.est.5b01268] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
Knowledge of the fate of human noroviruses (NoV) in the marine environment is key to better controlling shellfish-related NoV gastroenteritis. We quantified NoV and Escherichia coli in sewage from storm tank discharges and treated effluent processed by a UV-disinfection plant following activated sludge treatment and studied the fate of these microorganisms in an oyster harvesting area impacted by frequent stormwater discharges and infrequent freshwater discharges. Oyster monitoring sites were positioned at intervals downstream from the wastewater treatment works (WwTW) outfall impacting the harvesting area. The decay rates of NoV in oysters as a function of the distance from the outfall were less rapid than those for E. coli that had concentrations of NoV of the same order of magnitude and were over 7 km away from the outfall. Levels of E. coli in oysters from more tidally influenced areas of the estuary were higher around high water than around low water, whereas tidal flows had no influence on NoV contamination in the oysters. The study provides comparative data on the contamination profiles and loadings of NoV and E. coli in a commercial oyster fishery impacted by a WwTW.
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Affiliation(s)
- Carlos J A Campos
- Weymouth Laboratory, Centre for Environment, Fisheries and Aquaculture Science (Cefas), Dorset DT4 8UB, U.K
| | - Justin Avant
- Weymouth Laboratory, Centre for Environment, Fisheries and Aquaculture Science (Cefas), Dorset DT4 8UB, U.K
| | - Nicole Gustar
- Weymouth Laboratory, Centre for Environment, Fisheries and Aquaculture Science (Cefas), Dorset DT4 8UB, U.K
| | - James Lowther
- Weymouth Laboratory, Centre for Environment, Fisheries and Aquaculture Science (Cefas), Dorset DT4 8UB, U.K
| | - Andy Powell
- Weymouth Laboratory, Centre for Environment, Fisheries and Aquaculture Science (Cefas), Dorset DT4 8UB, U.K
| | - Louise Stockley
- Weymouth Laboratory, Centre for Environment, Fisheries and Aquaculture Science (Cefas), Dorset DT4 8UB, U.K
| | - David N Lees
- Weymouth Laboratory, Centre for Environment, Fisheries and Aquaculture Science (Cefas), Dorset DT4 8UB, U.K
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Campos CJA, Acornley R, Morgan OC, Kershaw S. Trends in the levels of Escherichia coli in commercially harvested bivalve shellfish from England and Wales, 1999-2008. Mar Pollut Bull 2013; 67:223-227. [PMID: 23260652 DOI: 10.1016/j.marpolbul.2012.11.030] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/17/2012] [Revised: 11/05/2012] [Accepted: 11/14/2012] [Indexed: 06/01/2023]
Abstract
Temporal trends in Escherichia coli concentrations in bivalve shellfish were examined using data collected from 57 production areas around the coast of England and Wales during 1999-2008. Downward trends were detected in annual geometric means of E. coli in shellfish from 12% of the sampling points. The percentage of class B areas (E. coli ≤ 4600/100 g shellfish in 90% of samples) increased from 69% to 86% during the 10-year period. The improvement in the microbial quality of shellfish is associated with sewerage improvement schemes largely implemented during 2000-2005. Upward trends were detected in 9% of the points. The causes of these increases are not known. It is recommended that quantitative sanitary profiling of shellfish waters and cost-benefit appraisal over long-term planning horizons are considered as part of sewerage investment programmes under the Water Framework Directive. This would allow greater scope to secure protection and improvement of shellfish water quality.
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Affiliation(s)
- Carlos J A Campos
- Centre for Environment, Fisheries & Aquaculture Science (Cefas), Aquatic Health and Hygiene Division, Food Safety Group, Weymouth Laboratory, Weymouth, Dorset DT4 8UB, UK.
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Campos CJA, Avant J, Lowther J, Till D, Lees D. Levels of Norovirus and <i>E. coli</i> in Untreated, Biologically Treated and UV-Disinfected Sewage Effluent Discharged to a Shellfish Water. ACTA ACUST UNITED AC 2013. [DOI: 10.4236/jwarp.2013.510101] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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Campos CJA, Kershaw S, Lee RJ, Morgan OC, Hargin K. Rainfall and river flows are predictors for beta-glucuronidase positive Escherichia coil accumulation in mussels and Pacific oysters from the Dart Estuary (England). J Water Health 2011; 9:368-381. [PMID: 21942201 DOI: 10.2166/wh.2011.136] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
Rainfall and river flows are environmental variables influencing the microbial status of bivalve mollusc harvesting areas. This study investigated spatial and temporal relationships between rainfall, river flows and concentrations of Escherichia coli in mussels (Mytilus spp.) and Pacific oysters (C. gigas) from three harvesting areas in the Dart Estuary over the period 1996-2009. Mussels growing on the riverbed were found to be more contaminated than oysters growing in the water column. A step change in the levels of the microbial indicator was identified in both species from all harvesting areas. The highest levels of E. coli were detected when total rainfall exceeded 2 mm and water levels in the main tributaries exceeded the mean flow. The magnitude of response in levels of E. coli to these hydrological events varied between species and monitoring points, but was consistently higher between the 3rd and 4th days after the rainfall event. This lag time is assumed to result from catchment topography and geology determining peak levels of runoff at the headwaters 12-24 h after rainfall events. It is considered that future risk management measures may include sampling targeting hydrograph events.
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Affiliation(s)
- Carlos J A Campos
- Centre for Environment, Fisheries & Aquaculture Science (Cefas), Aquatic Health and Hygiene Division, Food Safety Group, Weymouth Laboratory, Weymouth, Dorset DT4 8UB, UK.
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Campos CJA, Cachola RA. Faecal coliforms in bivalve harvesting areas of the Alvor lagoon (southern Portugal): influence of seasonal variability and urban development. Environ Monit Assess 2007; 133:31-41. [PMID: 17286181 DOI: 10.1007/s10661-006-9557-2] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/01/2006] [Accepted: 10/24/2006] [Indexed: 05/13/2023]
Abstract
Faecal coliform (FC) levels in surface water and clams (Ruditapes decussatus) and variations in environmental parameters were studied in two bivalve harvesting areas in the Alvor lagoon (southern Portugal). Land use and cover characteristics in adjacent subwatersheds were also analysed to assess their contributions as sources of faecal contamination. High FC levels in clams from the harvesting area in the most urbanized subwatershed (impervious surface coverage approximately 10.5%) were positively associated with rainfall and with the cooler periods of the year. FC levels in clams from the least urbanized subwatershed were generally very low and did not present any detectable seasonal trend. From these results, it was concluded that the periodic deterioration of the microbiological quality of clams derives from the cumulative impact of the reservoir of faecal contamination created in urbanized areas, entering into the lagoon during storm water runoff.
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Affiliation(s)
- Carlos J A Campos
- Centro Regional de Investigação Pesqueira do Sul (CRIPSul), Instituto de Investigação das Pescas e do Mar (IPIMAR), Olhão, Portugal.
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