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Petculescu I, Hynds P, Brown RS, Boudou M, McDermott K, Majury A. Development of a "big data" groundwater microbial contamination index and spatial comparisons with enteric infection rates in southern Ontario. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 947:174408. [PMID: 38972407 DOI: 10.1016/j.scitotenv.2024.174408] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/29/2024] [Revised: 06/28/2024] [Accepted: 06/29/2024] [Indexed: 07/09/2024]
Abstract
Big data have become increasingly important for policymakers and scientists but have yet to be employed for the development of spatially specific groundwater contamination indices or protecting human and environmental health. The current study sought to develop a series of indices via analyses of three variables: Non-E. coli coliform (NEC) concentration, E. coli concentration, and the calculated NEC:E. coli concentration ratio. A large microbial water quality dataset comprising 1,104,094 samples collected from 292,638 Ontarian wells between 2010 and 2021 was used. Getis-Ord Gi* (Gi*), Local Moran's I (LMI), and space-time scanning were employed for index development based on identified cluster recurrence. Gi* and LMI identify hot and cold spots, i.e., spatially proximal subregions with similarly high or low contamination magnitudes. Indices were statistically compared with mapped well density and age-adjusted enteric infection rates (i.e., campylobacteriosis, cryptosporidiosis, giardiasis, verotoxigenic E. coli (VTEC) enteritis) at a subregional (N = 298) resolution for evaluation and final index selection. Findings suggest that index development via Gi* represented the most efficacious approach. Developed Gi* indices exhibited no correlation with well density, implying that indices are not biased by rural population density. Gi* indices exhibited positive correlations with mapped infection rates, and were particularly associated with higher bacterial (Campylobacter, VTEC) infection rates among younger sub-populations (p < 0.05). Conversely, no association was found between developed indices and giardiasis rates, an infection not typically associated with private groundwater contamination. Findings suggest that a notable proportion of bacterial infections are associated with groundwater and that the developed Gi* index represents an appropriate spatiotemporal reflection of long-term groundwater quality. Bacterial infection correlations with the NEC:E. coli ratio index (p < 0.001) were markedly different compared to correlations with the E. coli index, implying that the ratio may supplement E. coli monitoring as a groundwater assessment metric capable of elucidating contamination mechanisms. This study may serve as a methodological blueprint for the development of big data-based groundwater contamination indices across the globe.
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Affiliation(s)
- Ioan Petculescu
- School of Environmental Studies, Queen's University, 99 University Ave, Kingston, ON, Canada.
| | - Paul Hynds
- Technological University Dublin, Park House, 191 N Circular Rd, Dublin, Ireland.
| | - R Stephen Brown
- School of Environmental Studies, Queen's University, 99 University Ave, Kingston, ON, Canada.
| | - Martin Boudou
- Technological University Dublin, Park House, 191 N Circular Rd, Dublin, Ireland
| | | | - Anna Majury
- School of Environmental Studies, Queen's University, 99 University Ave, Kingston, ON, Canada; Public Health Ontario, 181 Barrie St, Kingston, ON, Canada.
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2
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Mooney S, Lavallee S, O'Dwyer J, Majury A, O'Neill E, Hynds PD. Private groundwater contamination and risk management: A comparative scoping review of similarities, drivers and challenges across two socio-economically developed regions. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 922:171112. [PMID: 38387579 DOI: 10.1016/j.scitotenv.2024.171112] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/10/2023] [Revised: 02/13/2024] [Accepted: 02/18/2024] [Indexed: 02/24/2024]
Abstract
Consolidation of multi-domain risk management research is essential for strategies facilitating the concerted government (educational) and population-level (behavioural) actions required to reduce microbial private groundwater contamination. However, few studies to date have synthesised this literature or sought to ascertain the causal generality and extent of supply contamination and preventive responses. In light of the Republic of Ireland (ROI) and Ontario's high reliance and research focus on private wells and consequent utility for empirical comparison, a scoping review of pertinent literature (1990-2022) from both regions was undertaken. The SPICE (Setting, Perspective, Intervention, Comparison, Evaluation) method was employed to inform literature searches, with Scopus and Web of Science selected as primary databases for article identification. The review identified 65 relevant articles (Ontario = 34, ROI = 31), with those investigating well user actions (n = 22) and groundwater quality (n = 28) the most frequent. A markedly higher pooled proportion of private supplies in the ROI exhibited microbial contamination (38.3 % vs. 4.1 %), despite interregional similarities in contamination drivers (e.g., weather, physical supply characteristics). While Ontarian well users demonstrated higher rates of historical (≥ 1) and annual well testing (90.6 % vs. 71.1 %; 39.1 % vs. 8.6 %) and higher rates of historical well treatment (42.3 % vs. 24.3 %), interregional levels of general supply knowledge were analogous (70.7 % vs. 71.0 %). Financial cost, organoleptic properties and residence on property during supply construction emerged as predictors of cognition and behaviour in both regions. Review findings suggest broad interregional similarities in drivers of supply contamination and individual-level risk mitigation, indicating that divergence in contamination rates may be attributable to policy discrepancies - particularly well testing incentivisation. The paucity of identified intervention-oriented studies further highlights the importance of renewed research and policy agendas for improved, targeted well user outreach and incentivised, convenience-based services promoting routine supply maintenance.
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Affiliation(s)
- S Mooney
- School of Architecture, Planning & Environmental Policy, University College Dublin, Ireland.
| | - S Lavallee
- Center for Tobacco and the Environment, San Diego State University, San Diego, CA, United States
| | - J O'Dwyer
- School of Biological, Earth and Environmental Sciences, University College Cork, Cork, Ireland; Environmental Research Institute, University of Cork, Cork, Ireland; Irish Centre for Research in Applied Geosciences (iCRAG), University College Dublin, Dublin, Ireland
| | - A Majury
- School of Environmental Studies, Queen's University, Kingston, Ontario, Canada; Public Health Ontario, Kingston, Ontario, Canada
| | - E O'Neill
- School of Architecture, Planning & Environmental Policy, University College Dublin, Ireland; UCD Earth Institute, University College Dublin, Belfield, Dublin 4, Ireland
| | - P D Hynds
- Irish Centre for Research in Applied Geosciences (iCRAG), University College Dublin, Dublin, Ireland; Environmental Sustainability & Health Institute, Technological University Dublin, Dublin, Ireland
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3
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Andrade L, Chique C, Hynds P, Weatherill J, O'Dwyer J. The antimicrobial resistance profiles of Escherichia coli and Pseudomonas aeruginosa isolated from private groundwater wells in the Republic of Ireland. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2023; 317:120817. [PMID: 36481470 DOI: 10.1016/j.envpol.2022.120817] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/01/2022] [Revised: 11/30/2022] [Accepted: 12/02/2022] [Indexed: 06/17/2023]
Abstract
The role of the natural environment in the dissemination of antimicrobial resistant bacteria has been increasingly recognised in the literature. However, knowledge surrounding the critical factors and mechanisms mediating their occurrence is still limited, particularly in relatively 'pristine' groundwater environments. In the Republic of Ireland (RoI), a country characterised by high groundwater reliance, household-based (unregulated) wells provide drinking water to 11% of the population. These private wells are generally located in rural areas, where the risk of microbiological contamination is high due to intensive agricultural practices and high reliance on domestic wastewater treatment systems; both of which are also potential sources of antimicrobials and antimicrobial resistant bacteria. Accordingly, the current research sought to elucidate current rates of antimicrobial resistant bacteria and the principal factors associated with their presence in private wells in the RoI. A total of 250 samples (from 132 wells nationwide) were assessed for the presence of faecal (Escherichia coli) and environmental (Pseudomonas aeruginosa) bacteria, with single isolates from each contaminated sample tested phenotypically against 18 and 9 antimicrobials, respectively. Findings show that while 16.7% of E. coli (n = 8/48) were categorically resistant to ≥1 antimicrobial, with a further 79.2% classified as intermediately resistant, no categorical resistance was found among P. aeruginosa isolates (n = 0/6), with just one intermediately resistant isolate detected. Multivariate regression modelling indicates significantly higher odds of resistant E. coli detection in concurrence with elevated cattle density (OR = 1.028, p = 0.032), aligning with findings of highest resistance rates to veterinary antimicrobials (e.g., streptomycin = 14.6%, tetracycline = 12.5%, and ampicillin = 12.5%). Multivariate model results also suggest overland flow culminating in direct wellhead ingress as a primary ingress mechanism for resistant E. coli. Study findings may inform groundwater source protection initiatives and antimicrobial resistance surveillance moving forward.
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Affiliation(s)
- Luisa Andrade
- School of Biological, Earth and Environmental Sciences, University College Cork, Cork, Ireland; Irish Centre for Research in Applied Geosciences, University College Dublin, Dublin, Ireland; Environmental Research Institute, University College Cork, Cork, Ireland.
| | - Carlos Chique
- School of Biological, Earth and Environmental Sciences, University College Cork, Cork, Ireland; Environmental Research Institute, University College Cork, Cork, Ireland; UNEP GEMS/Water Capacity Development Centre, University College Cork, Cork, Ireland
| | - Paul Hynds
- Irish Centre for Research in Applied Geosciences, University College Dublin, Dublin, Ireland; Environmental Sustainability and Health Institute, Technological University Dublin, Dublin 7, Ireland
| | - John Weatherill
- School of Biological, Earth and Environmental Sciences, University College Cork, Cork, Ireland; Irish Centre for Research in Applied Geosciences, University College Dublin, Dublin, Ireland; Environmental Research Institute, University College Cork, Cork, Ireland
| | - Jean O'Dwyer
- School of Biological, Earth and Environmental Sciences, University College Cork, Cork, Ireland; Irish Centre for Research in Applied Geosciences, University College Dublin, Dublin, Ireland; Environmental Research Institute, University College Cork, Cork, Ireland
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4
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Petculescu I, Hynds P, Brown RS, McDermott K, Majury A. An assessment of total coliforms and associated thresholds as water quality indicators using a large Ontario private drinking water well dataset. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 846:157478. [PMID: 35868388 DOI: 10.1016/j.scitotenv.2022.157478] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/11/2022] [Revised: 07/13/2022] [Accepted: 07/14/2022] [Indexed: 06/15/2023]
Abstract
A spatiotemporally static total coliform (TC) concentration threshold of five colony-forming units (CFU) per 100 mL is used in Ontario to determine whether well water is of acceptable quality for drinking. The current study sought to assess the role of TC and associated thresholds as microbial water quality parameters as the authors hypothesized that, since static TC thresholds are not evidence-based, they may not be appropriate for all well water consumers. A dataset containing the microbial water quality information of 795,023 samples (including TC and Escherichia coli (E. coli) counts) collected from 253,136 private wells in Ontario between 2010 and 2017 was used. To accurately assess the relationship between E. coli and non-E. coli TC, "non-E. coli coliform" (NEC) counts were calculated from microbial water quality data and replaced TC throughout analyses. This study analysed NEC and E. coli detection rates to determine differences between the two, and NEC:E. coli concentration ratios to assess links, if any, between NEC and E. coli contamination. Study findings suggest that spatiotemporally static NEC thresholds are not appropriate because seasonal, spatial, and well-specific susceptibility factors are associated with distinct contamination trends. For example, NEC detection rates exhibited bimodality, with summer (29.4 %) and autumn (30.2 %) detection rates being significantly higher (p < 0.05) than winter (21.9 %) and spring (19.9 %). E. coli detection rates also varied seasonally, but peaked in summer rather than autumn. As such, it is recommended that these factors be considered during the development of private well water guidelines and that static thresholds be avoided. Furthermore, the authors propose that, because NEC:E. coli concentration ratios change in the context of the aforementioned factors, they may have a role in inferring groundwater contamination mechanisms, with high ratios being associated with generalized aquifer contamination mechanisms and low ratios with localized contamination mechanisms.
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Affiliation(s)
- Ioan Petculescu
- School of Environmental Studies, Queen's University, 99 University Ave, Kingston, ON, Canada.
| | - Paul Hynds
- Technological University Dublin, Park House, 191 N Circular Rd, Dublin, Ireland.
| | - R Stephen Brown
- School of Environmental Studies, Queen's University, 99 University Ave, Kingston, ON, Canada.
| | | | - Anna Majury
- School of Environmental Studies, Queen's University, 99 University Ave, Kingston, ON, Canada; Public Health Ontario, 181 Barrie St, Kingston, ON, Canada.
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Andrade L, Boudou M, Hynds P, Chique C, Weatherill J, O'Dwyer J. Spatiotemporal dynamics of Escherichia coli presence and magnitude across a national groundwater monitoring network, Republic of Ireland, 2011-2020. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 840:156311. [PMID: 35636550 DOI: 10.1016/j.scitotenv.2022.156311] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/14/2021] [Revised: 05/04/2022] [Accepted: 05/25/2022] [Indexed: 06/15/2023]
Abstract
Groundwater is a vital drinking water resource and its protection from microbiological contamination is paramount to safeguard public health. The Republic of Ireland (RoI) is characterised by the highest incidence of verocytotoxigenic Escherichia coli (VTEC) enteritis in the European Union (EU), linked to high reliance on unregulated groundwater sources (~16% of the population). Yet, the spatio-temporal factors influencing the frequency and magnitude of microbial contamination remain largely unknown, with past studies typically constrained to spatio-temporally 'limited' sampling campaigns. Accordingly, the current investigation sought to analyse an extensive spatially distributed time-series (2011-2020) of groundwater monitoring data in the RoI. The dataset, compiled by the Environmental Protection Agency (EPA), showed 'high' contamination rates, with 66.7% (88/132) of supplies testing positive for E. coli, and 29.5% (39/132) exceeding concentrations of 10MPN/100 ml (i.e. gross contamination) at least once during the 10-year monitoring period. Seasonal decomposition analyses indicate that E. coli detection rates peak during late autumn/early winter, coinciding with increases in annual rainfall, while gross contamination peaks in spring (May) and late-summer (August), likely reflecting seasonal shifts in agricultural practices. Mixed effects logistic regression modelling indicates that monitoring sources located in karst limestone are statistically associated with E. coli presence (OR = 2.76, p = 0.03) and gross contamination (OR = 2.54, p = 0.037) when compared to poorly productive aquifers (i.e., transmissivity below 10m2/d). Moreover, 5-day and 30-day antecedent rainfall increased the likelihood of E. coli contamination (OR = 1.027, p < 0.001 and OR = 1.005, p = 0.016, respectively), with the former also being associated with gross contamination (OR = 1.042, p < 0.001). As such, it is inferred that preferential flow and direct ingress of surface runoff are the most likely ingress mechanisms associated with E. coli groundwater supply contamination. The results presented are expected to inform policy change around groundwater source protection and provide insight for the development of groundwater monitoring programmes in geologically heterogeneous regions.
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Affiliation(s)
- Luisa Andrade
- School of Biological, Earth and Environmental Sciences, University College Cork, Cork, Ireland; Irish Centre for Research in Applied Geosciences, University College Dublin, Dublin, Ireland; Environmental Research Institute, University College Cork, Cork, Ireland
| | - Martin Boudou
- Environmental Sustainability and Health Institute, Technological University Dublin, Dublin 7, Ireland
| | - Paul Hynds
- Irish Centre for Research in Applied Geosciences, University College Dublin, Dublin, Ireland; Environmental Sustainability and Health Institute, Technological University Dublin, Dublin 7, Ireland.
| | - Carlos Chique
- School of Biological, Earth and Environmental Sciences, University College Cork, Cork, Ireland; Environmental Research Institute, University College Cork, Cork, Ireland
| | - John Weatherill
- School of Biological, Earth and Environmental Sciences, University College Cork, Cork, Ireland; Irish Centre for Research in Applied Geosciences, University College Dublin, Dublin, Ireland; Environmental Research Institute, University College Cork, Cork, Ireland
| | - Jean O'Dwyer
- School of Biological, Earth and Environmental Sciences, University College Cork, Cork, Ireland; Irish Centre for Research in Applied Geosciences, University College Dublin, Dublin, Ireland; Environmental Research Institute, University College Cork, Cork, Ireland.
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6
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Latchmore T, Hynds PD, Stephen Brown R, McDermott K, Majury A. Estimating the duration and overlap of Escherichia coli contamination events in private groundwater supplies for quantitative risk assessment using a multiannual (2010-2017) provincial dataset. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2022; 309:119784. [PMID: 35843457 DOI: 10.1016/j.envpol.2022.119784] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Revised: 07/08/2022] [Accepted: 07/11/2022] [Indexed: 06/15/2023]
Abstract
Approximately 1.6 million individuals in Ontario rely on private water wells. Private well water quality in Ontario remains the responsibility of the well owner, and due to the absence of regulation, quantitative microbial risk assessment (QMRA) likely represents the most effective approach to estimating and mitigating waterborne infection risk(s) from these supplies. Annual contamination duration (i.e., contaminated days per annum) represents a central input for waterborne QMRA; however, it is typically based on laboratory studies or meta-analyses, thus representing an important limitation for risk assessment, as groundwater mesocosms cannot accurately replicate subsurface conditions. The present study sought to address these limitations using a large spatio-temporal in-situ groundwater quality dataset (>700,000 samples) to evaluate aquifer-specific E. coli die-off rates (CFU/100 mL per day decline), subsequent contamination sequence duration(s) and the likelihood of overlapping contamination events. Findings indicate median E. coli die-off rates of 0.38 CFU/100 mL per day and 0.64 CFU/100 mL per day, for private wells located in unconsolidated and consolidated aquifers, respectlvely, with mean calculated contamination sequence durations of 18 days (unconsolidated) and 11 days (consolidated). Study findings support and permit development of increasingly evidence-based, regionally- and temporally-specific quantitative waterborne risk assessment.
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Affiliation(s)
- Tessa Latchmore
- School of Environmental Studies, Queen's University, 99 University Avenue, Kingston, Ontario, Canada
| | - Paul D Hynds
- Technological University Dublin, Park House, 191 N Circular Rd, Dublin, Ireland.
| | - R Stephen Brown
- School of Environmental Studies, Queen's University, 99 University Avenue, Kingston, Ontario, Canada
| | - Kevin McDermott
- Public Health Ontario, 181 Barrie Street, Kingston, Ontario, Canada
| | - Anna Majury
- School of Environmental Studies, Queen's University, 99 University Avenue, Kingston, Ontario, Canada; Public Health Ontario, 181 Barrie Street, Kingston, Ontario, Canada
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7
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King R, Gunnarsdottir MJ, Narfason Þ, Hjaltadóttir S, Sigurðsson Á, Herschan J, Gardarsson SM, McKeown RM, Pond K. Adapting sanitary inspections for the monitoring of small drinking water supplies in Iceland. JOURNAL OF WATER AND HEALTH 2022; 20:755-769. [PMID: 35635770 DOI: 10.2166/wh.2022.144] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Sanitary inspections (SIs) are checklists of questions used to identify actual and potential sources and pathways of drinking water contamination. Though the importance of SI adaptation to local contexts is widely acknowledged, there is currently limited guidance on how this should be undertaken in practice. During this research, World Health Organization (WHO) draft template SI forms for spring and borehole supplies were adapted for use in Iceland based on a series of desk reviews and field tests, an approach which may guide other future SI adaptation processes. SI results were collected from 25 spring supplies and nine borehole supplies in three regions of Iceland using adapted SI forms. These results were combined with 10-year historical water quality data from the same supplies to explore potential relationships between both data sets. Binary logistic regression test results indicated a statistically significant association (P = 0.025; odds ratio (OR) 1.864, 95% CI 1.080-3.220) between SI Question 3 (Does ponding from surface water occur around the spring/borehole?) receiving a 'High' risk level assignment and at least one historical incidence of water quality noncompliance for the parameters heterotrophic plate count 22 °C, total coliforms, Escherichia coli, and turbidity at the same supply. The significant modifications applied to the starting template during the testing and development of the Icelandic SI form emphasises the importance of a robust adaptation process to ensure SI forms are appropriate for the local context. Results from the analysis of SI and water quality test results demonstrated the potential for these data sets to identify the primary risks at a supply. This information may then be used to direct remedial actions, especially when the amount of relevant data increases over time.
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Affiliation(s)
- R King
- Centre for Environmental Health and Engineering (CEHE), Department of Civil and Environmental Engineering, University of Surrey, Guildford, Surrey GU2 5XH, UK E-mail:
| | - M J Gunnarsdottir
- Faculty of Civil and Environmental Engineering, University of Iceland, Reykjavik, Iceland
| | - Þ Narfason
- Environment and Public Health Authority of West Iceland, Akranes, Iceland
| | - S Hjaltadóttir
- Environment and Public Health Authority of Northwest Iceland, Saudarkrokur, Iceland
| | - Á Sigurðsson
- Environmental and Public Health Authority of South Iceland, Selfoss, Iceland
| | - J Herschan
- Centre for Environmental Health and Engineering (CEHE), Department of Civil and Environmental Engineering, University of Surrey, Guildford, Surrey GU2 5XH, UK E-mail:
| | - S M Gardarsson
- Faculty of Civil and Environmental Engineering, University of Iceland, Reykjavik, Iceland
| | - R M McKeown
- World Health Organization, Geneva CH-1211, Switzerland
| | - K Pond
- Centre for Environmental Health and Engineering (CEHE), Department of Civil and Environmental Engineering, University of Surrey, Guildford, Surrey GU2 5XH, UK E-mail:
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Latchmore T, Lavallee S, Boudou M, McDermott K, Brown RS, Hynds P, Majury A. Impacts of COVID-19 lockdown on private domestic groundwater sample numbers, E. coli presence and E. coli concentration across Ontario, January 2020-March 2021: An interrupted time-series analysis. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 814:152634. [PMID: 34974018 DOI: 10.1016/j.scitotenv.2021.152634] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/03/2021] [Revised: 11/12/2021] [Accepted: 12/19/2021] [Indexed: 06/14/2023]
Abstract
Approximately 1.5 million individuals in Ontario are supplied by private water wells (private groundwater supplies). Unlike municipal supplies, private well water quality remains unregulated, with owners responsible for testing, treating, and maintaining their own water supplies. The COVID-19 global pandemic and associated non-pharmaceutical interventions (NPIs) have impacted many environmental (e.g., surface water and air quality) and human (e.g., healthcare, transportation) systems over the past 15-months (January 2020 to March 2021). To date, the impact of these interventions on private groundwater systems remains largely unknown. Accordingly, the current study aimed to investigate the impact of a province-wide COVID-19 lockdown (late-March 2020) on health behaviours (i.e., private domestic groundwater sampling) and groundwater quality (via Escherichia coli (E. coli) detection and concentration) in private well water in Ontario, using time-series analyses (seasonal decomposition, interrupted time-series) of a large-spatio-temporal dataset (January 2016 to March 2021; N = 743,200 samples). Findings indicate that lockdown concurred with an immediate (p = 0.015) and sustained (p < 0.001) decrease in sampling rates, equating to approximately 2200 fewer samples received per week post-interruption. Likewise, a slightly decreased E. coli detection rate was observed approximately one month after lockdowns began (p = 0.003), while the proportion of "highly contaminated" samples (i.e., E. coli > 10 CFU/100 mL) was shown to increase within one month (p = 0.02), followed by a sustained decrease for the remainder of the year (May 2020-December 2020). Analyses strongly suggest that COVID-19 interventions resulted in discernible impacts on both well user behaviours and hydrogeological mechanisms. Findings may be used as an evidence-base for assisting policy makers, public health practitioners and private well owners in developing recommendations and mitigation strategies to manage public health risks during extreme and/or unprecedented future events.
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Affiliation(s)
- T Latchmore
- School of Environmental Studies, Queen's University, Kingston, Ontario, Canada
| | - S Lavallee
- School of Environmental Studies, Queen's University, Kingston, Ontario, Canada
| | - M Boudou
- Environmental Sustainability and Health Institute, Technological University Dublin, Dublin, Ireland
| | - K McDermott
- Public Health Ontario, Kingston, Ontario, Canada
| | - R S Brown
- School of Environmental Studies, Queen's University, Kingston, Ontario, Canada
| | - P Hynds
- School of Environmental Studies, Queen's University, Kingston, Ontario, Canada; Environmental Sustainability and Health Institute, Technological University Dublin, Dublin, Ireland.
| | - A Majury
- School of Environmental Studies, Queen's University, Kingston, Ontario, Canada; Public Health Ontario, Kingston, Ontario, Canada.
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9
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Rivett MO, Tremblay-Levesque LC, Carter R, Thetard RCH, Tengatenga M, Phoya A, Mbalame E, Mchilikizo E, Kumwenda S, Mleta P, Addison MJ, Kalin RM. Acute health risks to community hand-pumped groundwater supplies following Cyclone Idai flooding. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 806:150598. [PMID: 34597537 DOI: 10.1016/j.scitotenv.2021.150598] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/11/2021] [Revised: 09/07/2021] [Accepted: 09/22/2021] [Indexed: 06/13/2023]
Abstract
This longitudinal flood-relief study assessed the impact of the March 2019 Cyclone Idai flood event on E. coli contamination of hand-pumped boreholes in Mulanje District, Malawi. It established the microbiological water-quality safety of 279 community supplies over three phases, each comprising water-quality survey, rehabilitation and treatment verification monitoring. Phase 1 contamination three months after Idai was moderate, but likely underestimated. Increased contamination in Phase 2 at 9 months and even greater in Phase 3, a year after Idai was surprising and concerning, with 40% of supplies then registering E. coli contamination and 20% of supplies deemed 'unsafe'. Without donor support for follow-up interventions, this would have been missed by a typical single-phase flood-relief activity. Contamination rebound at boreholes successfully treated months earlier signifies a systemic problem from persistent sources intensified by groundwater levels likely at a decade high. Problem extent in normal, or drier years is unknown due to absence of routine monitoring of water point E. coli in Malawi. Statistical analysis was not conclusive, but was indicative of damaged borehole infrastructure and increased near-borehole pit-latrine numbers being influential. Spatial analysis including groundwater flow-field definition (an overlooked sector opportunity) revealed 'hit-and-miss' contamination of safe and unsafe boreholes in proximity. Hydrogeological control was shown by increased contamination near flood-affected area and in more recent recharge groundwater otherwise of good quality. Pit latrines are presented as credible e-coli sources in a conceptual model accounting for heterogeneous borehole contamination, wet season influence and rebound behavior. Critical to establish are groundwater level - flow direction, hand-pump plume draw, multiple footprint latrine sources - 'skinny' plumes, borehole short-circuiting and fast natural pathway (e.g. fracture flow) and other source influences. Concerted WASH (Water, Sanitation and Hygiene) sector investment in research and policy driving national water point based E. coli monitoring programs are advocated.
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Affiliation(s)
- Michael O Rivett
- Department of Civil and Environmental Engineering, University of Strathclyde, Glasgow G1 1XJ, UK.
| | | | - Ruth Carter
- Department of Civil and Environmental Engineering, University of Strathclyde, Glasgow G1 1XJ, UK
| | - Rudi C H Thetard
- USAID ONSE Health Activity, Health Programs Group Management Sciences for Health MSH, Lilongwe, Malawi
| | - Morris Tengatenga
- USAID ONSE Health Activity, Health Programs Group Management Sciences for Health MSH, Lilongwe, Malawi
| | - Ann Phoya
- USAID ONSE Health Activity, Health Programs Group Management Sciences for Health MSH, Lilongwe, Malawi
| | - Emma Mbalame
- The Ministry of Forestry and Natural Resources, Lilongwe Headquarters, Private Bag 390, Lilongwe, Malawi
| | | | - Steven Kumwenda
- BASEFlow, Galaxy House, Chichiri, Blantyre, PO Box 30467, Malawi
| | - Prince Mleta
- The Ministry of Forestry and Natural Resources, Lilongwe Headquarters, Private Bag 390, Lilongwe, Malawi
| | - Marc J Addison
- Department of Civil and Environmental Engineering, University of Strathclyde, Glasgow G1 1XJ, UK
| | - Robert M Kalin
- Department of Civil and Environmental Engineering, University of Strathclyde, Glasgow G1 1XJ, UK
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10
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Tropea E, Hynds P, McDermott K, Brown RS, Majury A. Environmental adaptation of E. coli within private groundwater sources in southeastern Ontario: Implications for groundwater quality monitoring and human health. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2021; 285:117263. [PMID: 33940229 DOI: 10.1016/j.envpol.2021.117263] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/20/2020] [Revised: 04/19/2021] [Accepted: 04/23/2021] [Indexed: 06/12/2023]
Abstract
Groundwater quality monitoring typically employs testing for the presence of E. coli as a fecal indicator of recent ingress of human or animal fecal material. The efficacy of fecal indicator organisms is based on the primary criteria that the organism does not reproduce in the aquatic environment. However, recent studies have reported that E. coli may proliferate (i.e., has adapted to) in the external environment, including soil and surface water. To date, the presence of environmentally-adapted E. coli in groundwater has not been examined. The current study employed Clermont phylotyping and the presence of six accessory genes to identify the likely presence of adapted E. coli in private groundwater sources. E. coli isolates (n = 325) from 76 contaminated private water wells located in a southeastern Ontario watershed were compared with geographically analogous human and animal fecal E. coli isolates (n = 234). Cryptic clades III-V, a well-described environmentally-adapted Escherichia population, were identified in three separate groundwater wells, one of which exclusively comprised this adapted population. Dimensionality reduction (via Principal Component Analysis) was used to develop an "E. coli adaptation model", comprising three distinct components (groundwater, animal feces, human feces) and suggests adaptation occurs frequently in the groundwater environment. Model findings indicate that 23/76 (30.3%) wells had an entirely adapted community. Accordingly, the use of E. coli as a FIO returned a false positive result in these instances, while an additional 23/76 (30.3%) wells exhibited some evidence of adaptation (i.e., not all isolates were adapted) representing an over-estimate of the magnitude (concentration) of contamination. Study findings highlight the need to further characterize environmentally-adapted E. coli in the groundwater environment and the potential implications with respect to water quality policy, legislation and determinants of human health risk both regionally and internationally.
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Affiliation(s)
- Erica Tropea
- School of Environmental Studies, Queen's University, Kingston, Ontario, Canada; Public Health Ontario, Kingston, Ontario, Canada
| | - Paul Hynds
- Technological University Dublin, Dublin, Ireland.
| | | | - R Stephen Brown
- School of Environmental Studies, Queen's University, Kingston, Ontario, Canada
| | - Anna Majury
- School of Environmental Studies, Queen's University, Kingston, Ontario, Canada; Public Health Ontario, Kingston, Ontario, Canada
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11
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Borchardt MA, Stokdyk JP, Kieke BA, Muldoon MA, Spencer SK, Firnstahl AD, Bonness DE, Hunt RJ, Burch TR. Sources and Risk Factors for Nitrate and Microbial Contamination of Private Household Wells in the Fractured Dolomite Aquifer of Northeastern Wisconsin. ENVIRONMENTAL HEALTH PERSPECTIVES 2021; 129:67004. [PMID: 34160249 PMCID: PMC8221036 DOI: 10.1289/ehp7813] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
BACKGROUND Groundwater quality in the Silurian dolomite aquifer in northeastern Wisconsin, USA, has become contentious as dairy farms and exurban development expand. OBJECTIVES We investigated private household wells in the region, determining the extent, sources, and risk factors of nitrate and microbial contamination. METHODS Total coliforms, Escherichia coli, and nitrate were evaluated by synoptic sampling during groundwater recharge and no-recharge periods. Additional seasonal sampling measured genetic markers of human and bovine fecal-associated microbes and enteric zoonotic pathogens. We constructed multivariable regression models of detection probability (log-binomial) and concentration (gamma) for each contaminant to identify risk factors related to land use, precipitation, hydrogeology, and well construction. RESULTS Total coliforms and nitrate were strongly associated with depth-to-bedrock at well sites and nearby agricultural land use, but not septic systems. Both human wastewater and cattle manure contributed to well contamination. Rotavirus group A, Cryptosporidium, and Salmonella were the most frequently detected pathogens. Wells positive for human fecal markers were associated with depth-to-groundwater and number of septic system drainfield within 229m. Manure-contaminated wells were associated with groundwater recharge and the area size of nearby agricultural land. Wells positive for any fecal-associated microbe, regardless of source, were associated with septic system density and manure storage proximity modified by bedrock depth. Well construction was generally not related to contamination, indicating land use, groundwater recharge, and bedrock depth were the most important risk factors. DISCUSSION These findings may inform policies to minimize contamination of the Silurian dolomite aquifer, a major water supply for the U.S. and Canadian Great Lakes region. https://doi.org/10.1289/EHP7813.
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Affiliation(s)
- Mark A. Borchardt
- Environmentally Integrated Dairy Management Research Unit, U.S. Dairy Forage Research Center, U.S. Department of Agriculture–Agricultural Research Service (USDA-ARS), Marshfield, Wisconsin, USA
| | - Joel P. Stokdyk
- Upper Midwest Water Science Center, U.S. Geological Survey, Marshfield, Wisconsin, USA
| | - Burney A. Kieke
- Center for Clinical Epidemiology and Population Health, Marshfield Clinic Research Institute, Marshfield, Wisconsin, USA
| | - Maureen A. Muldoon
- Wisconsin Geological and Natural History Survey, Madison, Wisconsin, USA
| | - Susan K. Spencer
- Environmentally Integrated Dairy Management Research Unit, U.S. Dairy Forage Research Center, U.S. Department of Agriculture–Agricultural Research Service (USDA-ARS), Marshfield, Wisconsin, USA
| | - Aaron D. Firnstahl
- Upper Midwest Water Science Center, U.S. Geological Survey, Marshfield, Wisconsin, USA
| | - Davina E. Bonness
- Kewaunee County Department of Land and Water Conservation, Luxemburg, Wisconsin, USA
| | - Randall J. Hunt
- Upper Midwest Water Science Center, U.S. Geological Survey, Middleton, Wisconsin, USA
| | - Tucker R. Burch
- Environmentally Integrated Dairy Management Research Unit, U.S. Dairy Forage Research Center, U.S. Department of Agriculture–Agricultural Research Service (USDA-ARS), Marshfield, Wisconsin, USA
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12
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Tolentino FM, De Almeida IAZC, Dos Santos CCM, Teixeira ISDC, Silva SIDLE, Nogueira MCL, Arroyo MG, Faim WR, De Almeida MTG, Peresi JTM. Phenotypic and genotypic profile of the antimicrobial resistance of bacterial isolates and evaluation of physical and chemical potability indicators in groundwater in Brazil. INTERNATIONAL JOURNAL OF ENVIRONMENTAL HEALTH RESEARCH 2021; 31:186-201. [PMID: 31293171 DOI: 10.1080/09603123.2019.1640354] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/30/2019] [Accepted: 07/02/2019] [Indexed: 06/09/2023]
Abstract
The aquatic environment has received increasing attention regarding the evolution of bacterial resistance, either as a source of resistance genes or as a matrix for the dissemination of these genes. We evaluated the physicochemical, microbiological and antimicrobial resistance characteristics of 160 samples from alternative water well solutions. According to Ordinance 2914/2011 - MS, 44 (27.5%) samples were considered unsafe if at least one physicochemical parameter exceeded permissible limits. Escherichia coli were found in 30.6% of the unregistered housing estates (UHE) and 1.9% of the local sanitary surveillance system (RW). The total of 158 bacterial strains were isolated from 13 (25%) RW and 68 (63%) UHE, 132 of which (83.5%) were obtained from UHE samples. In the investigation of resistance genes, tetA, qnrS and qnrB genes were detected in three, one and eight isolates, respectively. Our results emphasize the importance of constant surveillance and control of the quality of water supplies.
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Affiliation(s)
- Fernanda Modesto Tolentino
- Instituto Adolfo Lutz - Centro de Laboratório Regional de São José do Rio Preto - Rua Alberto Sufredine Bertone , São José do Rio Preto-SP, Brasil
| | | | - Cecilia Cristina Marques Dos Santos
- Instituto Adolfo Lutz - Centro de Laboratório Regional de São José do Rio Preto - Rua Alberto Sufredine Bertone , São José do Rio Preto-SP, Brasil
| | - Inara Siqueira De Carvalho Teixeira
- Instituto Adolfo Lutz - Centro de Laboratório Regional de São José do Rio Preto - Rua Alberto Sufredine Bertone , São José do Rio Preto-SP, Brasil
| | - Sonia Izaura De Lima E Silva
- Instituto Adolfo Lutz - Centro de Laboratório Regional de São José do Rio Preto - Rua Alberto Sufredine Bertone , São José do Rio Preto-SP, Brasil
| | - Mara Correa Lelles Nogueira
- Centro de Pesquisas de Micro-organismos da Faculdade de Medicina de São José do Rio Preto , São José do Rio Preto-SP, Brasil
| | - Máira Gazzola Arroyo
- Centro de Pesquisas de Micro-organismos da Faculdade de Medicina de São José do Rio Preto , São José do Rio Preto-SP, Brasil
| | - Wilson Roberto Faim
- Secretaria Municipal de Saúde e Higiene - Vigilância Sanitária de São José do Rio Preto , São José do Rio Preto-SP, Brasil
| | | | - Jacqueline Tanury Macruz Peresi
- Instituto Adolfo Lutz - Centro de Laboratório Regional de São José do Rio Preto - Rua Alberto Sufredine Bertone , São José do Rio Preto-SP, Brasil
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13
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Mastrocicco M, Gervasio MP, Busico G, Colombani N. Natural and anthropogenic factors driving groundwater resources salinization for agriculture use in the Campania plains (Southern Italy). THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 758:144033. [PMID: 33333311 DOI: 10.1016/j.scitotenv.2020.144033] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/25/2020] [Revised: 11/02/2020] [Accepted: 11/18/2020] [Indexed: 06/12/2023]
Affiliation(s)
- Micol Mastrocicco
- DiSTABiF - Department of Environmental, Biological and Pharmaceutical Sciences and Technologies, Campania University "Luigi Vanvitelli", Via Vivaldi 43, 81100 Caserta, Italy
| | - Maria Pia Gervasio
- SIMAU - Department of Materials, Environmental Sciences and Urban Planning, Polytechnic University of Marche, Via Brecce Bianche 12, 60131 Ancona, Italy; SVeB - Department of Life Sciences and Biotechnology, University of Ferrara, Via L. Borsari 46, 44121 Ferrara, Italy
| | - Gianluigi Busico
- DiSTABiF - Department of Environmental, Biological and Pharmaceutical Sciences and Technologies, Campania University "Luigi Vanvitelli", Via Vivaldi 43, 81100 Caserta, Italy
| | - Nicolò Colombani
- SIMAU - Department of Materials, Environmental Sciences and Urban Planning, Polytechnic University of Marche, Via Brecce Bianche 12, 60131 Ancona, Italy.
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14
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Abstract
PURPOSE OF REVIEW Approximately 12% of the population in the US and Canada rely on federally unregulated private wells, which are common in rural areas and may be susceptible to microbiological and chemical contamination. This review identifies and summarizes recent findings on contaminants of emerging concern in well water across the US and Canada. RECENT FINDINGS Private well water quality modeling is complicated by the substantial variability in contamination sources, well construction, well depth, and the hydrogeology of the environment surrounding the well. Temporal variation in contaminant levels in wells suggests the need for monitoring efforts with greater spatial and temporal coverage. More extensive private well monitoring will help identify wells at greater risk of contamination, and in turn, public health efforts can focus on education and outreach to improve monitoring, maintaining, and treating private wells in these communities. Community interventions need to be coupled with stricter regulations and financing mechanisms that can support and protect private well owners.
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15
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McGrory E, Holian E, Morrison L. Assessment of groundwater processes using censored data analysis incorporating non-detect chemical, physical, and biological data. JOURNAL OF CONTAMINANT HYDROLOGY 2020; 235:103706. [PMID: 33181421 DOI: 10.1016/j.jconhyd.2020.103706] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/08/2020] [Revised: 05/29/2020] [Accepted: 08/24/2020] [Indexed: 06/11/2023]
Abstract
In Europe most environmental based water quality research has focused on both nutrient and microbial contamination which can arise from agricultural processes and inadequate wastewater treatment. Recent work in Ireland has linked the presence of arsenic in groundwater at elevated concentrations at national and subnational scales with bedrock lithology serving as a strong predictor variable. Groundwater data was collected as part of an environmental impact assessment for a road construction project and this resulting groundwater geochemistry dataset was used in this present study to assess the geochemical controls of arsenic in natural waters in addition to biological and nutrient contamination. Physiochemical parameters, trace elements, nutrients, organics, and microbiological parameters were collected for every quarter for four years (2004-2008) in 67 wells. Due to differing sampling procedures and limitations in the data, only one quarter (November 2005) was used to understand groundwater geochemistry in greater detail. Multivariate statistical techniques were used to overcome the presence of non-detect data. This is an important consideration as while methods exist for chemical data, methods incorporating biological data are limited. Elevated levels of nitrate in groundwater may arise from the runoff of septic tanks and/or agricultural practices in the area. Both pesticides and polycyclic aromatic hydrocarbons were not detected in any wells signifying no anthropogenic contamination inputs. However, fuel products such as methyl tert-butyl ether were detected and potentially illustrate point source contamination, these were detected in only one well. Geochemical data indicate that elevated arsenic concentrations are present within alkali-oxic groundwaters through the desorption from Fe and Mn oxyhydroxides, i.e. alkali desorption. This study examines of the geochemistry of arsenic in groundwater in Ireland at a local scale. In addition, the multivariate methods used in this study were able to fully integrate both chemical and biological censored data, which may be applied in other regions with similar data.
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Affiliation(s)
- Ellen McGrory
- Earth and Ocean Sciences, School of Natural Sciences and Ryan Institute, National University of Ireland, Galway H91TK33, Ireland
| | - Emma Holian
- School of Mathematics, Statistics and Applied Mathematics, National University of Ireland, Galway, Ireland
| | - Liam Morrison
- Earth and Ocean Sciences, School of Natural Sciences and Ryan Institute, National University of Ireland, Galway H91TK33, Ireland.
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16
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Latchmore T, Hynds P, Brown RS, Schuster-Wallace C, Dickson-Anderson S, McDermott K, Majury A. Analysis of a large spatiotemporal groundwater quality dataset, Ontario 2010-2017: Informing human health risk assessment and testing guidance for private drinking water wells. THE SCIENCE OF THE TOTAL ENVIRONMENT 2020; 738:140382. [PMID: 32806349 DOI: 10.1016/j.scitotenv.2020.140382] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/01/2020] [Revised: 06/01/2020] [Accepted: 06/18/2020] [Indexed: 05/12/2023]
Abstract
Approximately 1.5 million individuals in Ontario are supplied by private water wells (private groundwater supplies). Unlike municipal supplies, private well water quality remains unregulated, with owners responsible for testing, treating, and maintaining their own water supplies. The primary goal of this study was to assess the effect of repeat sampling of private well water in Ontario and investigate the efficacy of geographically- and/or temporally specific testing recommendations and health risk assessments. The current study combines the Well Water Information System Dataset and the Well Water Testing Dataset from 2010 to 2017, inclusive. These two large existing province-wide datasets collated over an eight-year period were merged using an integrated spatial fuzzy logic and (next)- nearest neighbour approach. Provincial sampling data from 239,244 wells (702,861 samples) were analyzed for Escherichia coli to study the relationship between sampling frequency and Escherichia coli detection. Dataset variables were delineated based on hydrogeological setting (e.g. aquifer type, overburden depth, well depth, bedrock type) and seasonality to provide an in-depth understanding of Escherichia coli detection in private well water. Findings reveal differences between detection rates in consolidated and unconsolidated aquifers (p = 0.0191), and across seasons (p < 0.0001). The variability associated with Escherichia coli detection rates was explored by estimating sentinel sampling rates for private wells sampled three times, twelve times and twenty-four times per year. As sample size increases on an annual basis, so too does detection rate, highlighting the need to address current testing frequency guidelines. Future health risk assessments for private well water should consider the impact of spatial and temporal factors on the susceptibility of this drinking water source, leading to an increasingly accurate depiction of private well water contamination and the estimated effects on human health.
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Affiliation(s)
- Tessa Latchmore
- School of Environmental Studies, Queen's University, Kingston, Ontario, Canada
| | - Paul Hynds
- Technological University Dublin, Dublin, Ireland
| | - R Stephen Brown
- School of Environmental Studies, Queen's University, Kingston, Ontario, Canada
| | | | | | | | - Anna Majury
- School of Environmental Studies, Queen's University, Kingston, Ontario, Canada; Public Health Ontario, Kingston, Ontario, Canada.
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17
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Chique C, Hynds PD, Andrade L, Burke L, Morris D, Ryan MP, O'Dwyer J. Cryptosporidium spp. in groundwater supplies intended for human consumption - A descriptive review of global prevalence, risk factors and knowledge gaps. WATER RESEARCH 2020; 176:115726. [PMID: 32247994 DOI: 10.1016/j.watres.2020.115726] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/05/2019] [Revised: 03/05/2020] [Accepted: 03/15/2020] [Indexed: 06/11/2023]
Abstract
Cryptosporidiosis is one of the leading causes of diarrhoeal illness and mortality induced by protozoan pathogens worldwide. As a largely waterborne disease, emphasis has been given to the study of Cryptosporidium spp. in surface waters, readily susceptible to pathogenic contamination. Conversely, the status of Cryptosporidium in potable groundwater sources, generally regarded as a pristine and "safe" drinking-water supply owing to (sub)-soil protection, remains largely unknown. As such, this investigation presents the first literature review aimed to ascertain the global prevalence of Cryptosporidium in groundwater supply sources intended for human consumption. Thirty-seven peer-reviewed studies were identified and included in the review. Groundwater sample and supply detection rates (estimated 10-20%) indicate Cryptosporidium is frequently present in domestic groundwater sources, representing a latent health concern for groundwater consumers. Specifically, sample (10.4%) and source (19.1%) detection rates deriving from comprehensive "temporal" investigations are put forward as representative of a contamination 'baseline' for Cryptosporidium in 'domestic' groundwater supplies. Proposed 'baseline' prevalence figures are largely applicable in preventive risk-based catchment and groundwater quality management including the formulation of Quantitative Microbial Risk Assessment (QMRA). Notwithstanding, a large geographical disparity in available investigations and lack of standardized reporting restrict the transferability of research findings. Overall, the mechanisms responsible for Cryptosporidium transport and ingress into groundwater supplies remain ambiguous, representing a critical knowledge gap, and denoting a distinctive lack of integration between groundwater and public-health sub-disciplines among investigations. Key recommendations and guidelines are provided for prospective studies directed at more integrative and multi-disciplinary research.
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Affiliation(s)
- C Chique
- School of Biological, Earth and Environmental Science (BEES), University College Cork, Cork, Ireland; Environmental Research Institute, University College Cork, Cork, Ireland
| | - P D Hynds
- Irish Centre for Research in Applied Geosciences, University College Dublin, Dublin, Ireland; Environmental Sustainability and Health Institute (ESIH), Technological University Dublin, Ireland.
| | - L Andrade
- School of Biological, Earth and Environmental Science (BEES), University College Cork, Cork, Ireland; Environmental Research Institute, University College Cork, Cork, Ireland; Irish Centre for Research in Applied Geosciences, University College Dublin, Dublin, Ireland
| | - L Burke
- Antimicrobial Resistance and Microbial Ecology Group, School of Medicine and Centre for Health from Environment, Ryan Institute, National University of Ireland, Galway, Ireland
| | - D Morris
- Antimicrobial Resistance and Microbial Ecology Group, School of Medicine and Centre for Health from Environment, Ryan Institute, National University of Ireland, Galway, Ireland
| | - M P Ryan
- Department of Chemical Sciences, University of Limerick, Limerick, Ireland
| | - J O'Dwyer
- School of Biological, Earth and Environmental Science (BEES), University College Cork, Cork, Ireland; Environmental Research Institute, University College Cork, Cork, Ireland; Irish Centre for Research in Applied Geosciences, University College Dublin, Dublin, Ireland.
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18
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Qayyum S, Hynds P, Richardson H, McDermott K, Majury A. A geostatistical study of socioeconomic status (SES), rurality, seasonality and index test results as drivers of free private groundwater testing in southern Ontario, 2012-2016. THE SCIENCE OF THE TOTAL ENVIRONMENT 2020; 717:137188. [PMID: 32062277 DOI: 10.1016/j.scitotenv.2020.137188] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/11/2019] [Revised: 02/06/2020] [Accepted: 02/06/2020] [Indexed: 06/10/2023]
Abstract
Approximately 12% of the Canadian population uses private wells for daily water consumption; however, well water testing rates are on the decline, resulting in an increased risk of waterborne acute gastrointestinal illness. To date, limited research has explored the determinants influencing well testing practices. Accordingly, the current study sought to investigate the drivers of "one-off" and repeat well water testing in southern Ontario during the 5-year period 2012-2016, using the worlds largest private groundwater testing data-frame. Data from >400,000 wells were geospatially integrated with all tests conducted by the provincial laboratory in southern Ontario. The Ontario Marginalization Index (ON-Marg) was used as a proxy measure of socioeconomic status (SES), with rurality, based on population density, season, and index (1st) test results assessed as effect modifiers. Multivariate analysis was undertaken using log-binomial regression. Approximately 27.5% of wells (n = 417,406) were tested during the study period, 66.7% of which were sampled more than once; 3% of all samples tested positive for E. coli (>0 colony forming unit/100 mL). In rural regions (<150 people/km2), wells located in low SES areas were 13% more likely to be tested compared to high SES areas (95% CI: 1.11, 1.15). In urban (>400 people/km2) and peri-urban regions (>150 and <400 people/km2), wells located in low SES areas were 14% (95% CI: 0.78, 0.95) and 15% (95% CI: 0.76, 0.94) less likely to be tested compared to high SES areas. Wells located in low SES areas were 6% more likely to be re-tested (95% CI: 1.04, 1.07). Positive index tests were associated with a 17% increased likelihood of repeat testing (95% CI: 1.16, 1.18). Accordingly, the authors conclude that location and SES are significant predictors of well water testing, with index test status being the most influential predictor of repeat well testing.
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Affiliation(s)
- Shahryar Qayyum
- Department of Public Health Sciences, Queen's University, Kingston, Ontario, Canada
| | - Paul Hynds
- Environmental Health & Sustainability Institute, Technological University Dublin, Dublin, Ireland
| | - Harriet Richardson
- Department of Public Health Sciences, Queen's University, Kingston, Ontario, Canada; Division of Cancer Care and Epidemiology, Cancer Research Institute at Queen's University, Kingston, Ontario, Canada
| | | | - Anna Majury
- Public Health Ontario, Kingston, Ontario, Canada; Department of Biology and Molecular Sciences, Queen's University, Kingston, Ontario, Canada.
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19
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Dayanti MP, Fachrul MF, Wijayanti A. Escherichia colias bioindicator of the groundwater quality in Palmerah District, West Jakarta, Indonesia. ACTA ACUST UNITED AC 2018. [DOI: 10.1088/1755-1315/106/1/012081] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
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20
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Procopio NA, Atherholt TB, Goodrow SM, Lester LA. The Likelihood of Coliform Bacteria in NJ Domestic Wells Based on Precipitation and Other Factors. GROUND WATER 2017; 55:722-735. [PMID: 28369797 DOI: 10.1111/gwat.12518] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/01/2016] [Revised: 03/01/2017] [Accepted: 03/02/2017] [Indexed: 05/20/2023]
Abstract
The influence of precipitation on coliform bacteria detection rates in domestic wells was investigated using data collected through the New Jersey Private Well Testing Act. Measured precipitation data from the National Weather Service (NWS) monitoring stations was compared to estimated data from the Multisensor Precipitation Estimate (MPE) in order to determine which source of data to include in the analyses. A strong concordance existed between these two precipitations datasets; therefore, MPE data was utilized as it is geographically more specific to individual wells. Statewide, 10 days of cumulative precipitation prior to testing was found to be an optimal period influencing the likelihood of coliform detections in wells. A logistic regression model was developed to predict the likelihood of coliform occurrence in wells from 10 days of cumulative precipitation data and other predictive variables including geology, season, coliform bacteria analysis method, pH, and nitrate concentration. Total coliform (TC) and fecal coliform or Escherichia coli (FC/EC) were detected more frequently when the preceding 10 days of cumulative precipitation exceeded 34.5 and 54 mm, respectively. Furthermore, the likelihood of coliform detection was highest in wells located in the bedrock region, during summer and autumn, analyzed with the enzyme substrate method, with pH between 5 and 6.99, and (for FC/EC but not TC) nitrate greater than 10 mg/L. Thus, the likelihood of coliform presence in domestic wells can be predicted from readily available environmental factors including timing and magnitude of precipitation, offering outreach opportunities and potential changes to coliform testing recommendations.
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Affiliation(s)
- Nicholas A Procopio
- Division of Science, Research and Environmental Health, New Jersey Department of Environmental Protection, 428 East State St., Trenton, NJ, 08625-0420
| | - Thomas B Atherholt
- Division of Science, Research and Environmental Health, New Jersey Department of Environmental Protection, 428 East State St., Trenton, NJ, 08625-0420
| | - Sandra M Goodrow
- Division of Science, Research and Environmental Health, New Jersey Department of Environmental Protection, 428 East State St., Trenton, NJ, 08625-0420
| | - Lori A Lester
- Division of Science, Research and Environmental Health, New Jersey Department of Environmental Protection, 428 East State St., Trenton, NJ, 08625-0420
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21
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Somlai-Haase C, Knappe J, Gill L. Carbon dioxide emissions from a septic tank soakaway in a northern maritime climate. THE SCIENCE OF THE TOTAL ENVIRONMENT 2017; 586:485-491. [PMID: 28222926 DOI: 10.1016/j.scitotenv.2017.01.206] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/17/2016] [Revised: 01/27/2017] [Accepted: 01/28/2017] [Indexed: 06/06/2023]
Abstract
Here, we present the first attempt to quantify long-term and diurnal variations of CO2 fluxes from a soakaway of an on-site wastewater treatment system serving a single house located in a northern maritime climate (Ireland). An automated soil gas flux chamber system was deployed semi-continuously over a period of 17months, recording hourly flux measurements from the soakaway (Fsoak) and a control site (Fcontrol). Soil gas fluxes expressed seasonal and diurnal variations: Fsoak and Fcontrol ranged from 0.43 to 100.26μmolCO2m-2s-1 and 0.45 to 19.92μmolCO2m-2s-1 with median fluxes of 6.86 and 5.05μmolCO2m-2s-1, respectively. While temperature, soil water content, and atmospheric pressure were identified as the most significant environmental factors correlated to the release of CO2 from the control site, fluxes from the soakaway showed weaker correlations in regard to environmental factors. Assuming homogeneous spatial flux distributions, the soakaway emitted 15.0kgyr-1 more CO2 into the atmosphere in total compared to a similarly sized control site.
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Affiliation(s)
- Celia Somlai-Haase
- Department of Civil, Structural and Environmental Engineering, Trinity College Dublin, The University of Dublin, Ireland.
| | - Jan Knappe
- Department of Civil, Structural and Environmental Engineering, Trinity College Dublin, The University of Dublin, Ireland; MACSI, University of Limerick, Ireland.
| | - Laurence Gill
- Department of Civil, Structural and Environmental Engineering, Trinity College Dublin, The University of Dublin, Ireland.
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22
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Atherholt TB, Procopio NA, Goodrow SM. Seasonality of Coliform Bacteria Detection Rates in New Jersey Domestic Wells. GROUND WATER 2017; 55:346-361. [PMID: 27775834 DOI: 10.1111/gwat.12482] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/22/2016] [Accepted: 09/27/2016] [Indexed: 06/06/2023]
Abstract
It is important that indicators of fecal pollution are reliable. Coliform bacteria are a commonly used indicator of fecal pollution. As other investigators have reported elsewhere, we observed a seasonal pattern of coliform bacteria detections in domestic wells in New Jersey. Examination of a statewide database of 10 years of water quality data from 93,447 samples, from 78,207 wells, generated during real estate transactions, revealed that coliform bacteria were detected in a higher proportion of wells during warm weather months. Further examination of the seasonal pattern of other data, including well water pH, precipitation, ground and surface water temperatures, surface water coliform bacteria concentrations, and vegetation, resulted in the hypothesis that these bacteria may be derived from nonfecal (or environmentally adapted) as well as fecal sources. We provide evidence that the coliform seasonality may be the result of seasonal changes in groundwater extraction volumes (and to a lesser extent precipitation), and temperature-driven changes in the concentration of surface or near-surface coliform sources. Nonfecal coliform sources may not indicate the presence of fecal wastes and hence the potential presence of pathogens, or do so in an inconsistent fashion. Additional research is needed to identify the sources of the coliforms detected in groundwater.
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Affiliation(s)
- Thomas B Atherholt
- Division of Science, Research and Environmental Health, New Jersey Department of Environmental Protection, 428-01, P.O. Box 420, 428 East State St., Trenton, NJ 08625-0420
| | | | - Sandra M Goodrow
- Division of Science, Research and Environmental Health, New Jersey Department of Environmental Protection, 428-01, P.O. Box 420, 428 East State St., Trenton, NJ 08625-0420
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Maran NH, Crispim BDA, Iahnn SR, Araújo RPD, Grisolia AB, Oliveira KMPD. Depth and Well Type Related to Groundwater Microbiological Contamination. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2016; 13:ijerph13101036. [PMID: 27775681 PMCID: PMC5086775 DOI: 10.3390/ijerph13101036] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/25/2016] [Revised: 09/14/2016] [Accepted: 09/14/2016] [Indexed: 12/16/2022]
Abstract
Use of groundwater from private wells in households has increased considerably, owing to a better cost/benefit ratio than that of water provided by local utilities for a fee. However, this water is usually untreated, which makes it a vehicle for diseases. Thus, monitoring this water is necessary to ensure its integrity and quality. We aimed to evaluate the physical, chemical, and microbiological parameters of untreated groundwater drawn from different types of wells, and the antimicrobial susceptibility profile of the bacteria isolated from this water. Wellwater samples were collected in two Brazilian cities. Although physical and chemical parameters of the water were suitable for drinking, Escherichia coli was detected in 33% of the samples. E. coli contaminated 65% of dug wells and 10.25% of drilled wells. Many bacteria isolated were resistant to multiple antibacterial agents, including β-lactams. Microbial contamination of this water was related to the well depth, and was more common in dug wells, making this water unfit for human consumption. Consumption of such contaminated and untreated water is a public health concern. Thus, individuals who regularly use such water must be alerted so they may either take preventive measures or connect to the water distribution system operated by local utilities.
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Affiliation(s)
- Nayara Halimy Maran
- Faculty of Exact Sciences and Technology, Federal University of Grande Dourados, Dourados, MS 79804-970, Brazil.
| | - Bruno do Amaral Crispim
- Faculty of Exact Sciences and Technology, Federal University of Grande Dourados, Dourados, MS 79804-970, Brazil.
| | - Stephanie Ramirez Iahnn
- Faculty of Health Sciences, Federal University of Grande Dourados, Dourados, MS 79804-970, Brazil.
| | - Renata Pires de Araújo
- Faculty of Biological and Environmental Science, Federal University of Grande Dourados, Dourados, MS 79804-970, Brazil.
| | - Alexeia Barufatti Grisolia
- Faculty of Exact Sciences and Technology, Federal University of Grande Dourados, Dourados, MS 79804-970, Brazil.
- Faculty of Biological and Environmental Science, Federal University of Grande Dourados, Dourados, MS 79804-970, Brazil.
| | - Kelly Mari Pires de Oliveira
- Faculty of Health Sciences, Federal University of Grande Dourados, Dourados, MS 79804-970, Brazil.
- Faculty of Biological and Environmental Science, Federal University of Grande Dourados, Dourados, MS 79804-970, Brazil.
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24
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A geostatistical investigation of agricultural and infrastructural risk factors associated with primary verotoxigenic E. coli (VTEC) infection in the Republic of Ireland, 2008-2013. Epidemiol Infect 2016; 145:95-105. [PMID: 27609320 DOI: 10.1017/s095026881600193x] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Abstract
Ireland reports the highest incidence of verotoxigenic Escherichia coli (VTEC) infection in Europe. This study investigated potential risk factors for confirmed sporadic and outbreak primary VTEC infections during 2008-2013. Overall, 989 VTEC infections including 521 serogroup O157 and 233 serogroup O26 were geo-referenced to 931 of 18 488 census enumeration areas. The geographical distribution of human population, livestock, unregulated groundwater sources, domestic wastewater treatment systems (DWWTS) and a deprivation index were examined relative to notification of VTEC events in 524 of 6242 rural areas. Multivariate modelling identified three spatially derived variables associated with VTEC notification: private well usage [odds ratio (OR) 6·896, P < 0·001], cattle density (OR 1·002, P < 0·001) and DWWTS density (OR 0·978, P = 0·002). Private well usage (OR 18·727, P < 0·001) and cattle density (OR 1·001, P = 0·007) were both associated with VTEC O157 infection, while DWWTS density (OR 0·987, P = 0·028) was significant within the VTEC O26 model. Findings indicate that VTEC infection in the Republic of Ireland is particularly associated with rural areas, which are associated with a ubiquity of pathogen sources (cattle) and pathways (unregulated groundwater supplies).
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25
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Engström E, Balfors B, Mörtberg U, Thunvik R, Gaily T, Mangold M. Prevalence of microbiological contaminants in groundwater sources and risk factor assessment in Juba, South Sudan. THE SCIENCE OF THE TOTAL ENVIRONMENT 2015; 515-516:181-187. [PMID: 25723872 DOI: 10.1016/j.scitotenv.2015.02.023] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/04/2014] [Revised: 01/29/2015] [Accepted: 02/06/2015] [Indexed: 06/04/2023]
Abstract
In low-income regions, drinking water is often derived from groundwater sources, which might spread diarrheal disease if they are microbiologically polluted. This study aimed to investigate the occurrence of fecal contamination in 147 improved groundwater sources in Juba, South Sudan and to assess potential contributing risk factors, based on bivariate statistical analysis. Thermotolerant coliforms (TTCs) were detected in 66% of the investigated sources, including 95 boreholes, breaching the health-based recommendations for drinking water. A significant association (p<0.05) was determined between the presence of TTCs and the depth of cumulative, long-term prior precipitation (both within the previous five days and within the past month). No such link was found to short-term rainfall, the presence of latrines or damages in the borehole apron. However, the risk factor analysis further suggested, to a lesser degree, that the local topography and on-site hygiene were additionally significant. In summary, the analysis indicated that an important contamination mechanism was fecal pollution of the contributing groundwater, which was unlikely due to the presence of latrines; instead, infiltration from contaminated surface water was more probable. The reduction in fecal sources in the environment in Juba is thus recommended, for example, through constructing latrines or designating protection areas near water sources. The study results contribute to the understanding of microbiological contamination of groundwater sources in areas with low incomes and high population densities, tropical climates and weathered basement complex environments, which are common in urban sub-Saharan Africa.
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Affiliation(s)
- Emma Engström
- Department of Sustainable development, Environmental science and Engineering (SEED), KTH, The Royal Institute of Technology, Stockholm, Sweden.
| | - Berit Balfors
- Department of Sustainable development, Environmental science and Engineering (SEED), KTH, The Royal Institute of Technology, Stockholm, Sweden
| | - Ulla Mörtberg
- Department of Sustainable development, Environmental science and Engineering (SEED), KTH, The Royal Institute of Technology, Stockholm, Sweden
| | - Roger Thunvik
- Department of Sustainable development, Environmental science and Engineering (SEED), KTH, The Royal Institute of Technology, Stockholm, Sweden
| | - Tarig Gaily
- South Transit Block No. 5 Z, Building No. 1/19, Port Sudan, Sudan
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