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
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...
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description | 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 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.
[Display omitted]
•Large provincial E. coli sampling dataset (N = 743,200 groundwater samples) employed for time-series analyses•Results indicate a major shift (decrease) in private groundwater sampling frequency/incidence•COVID-19 lockdown concurred with a decreased E. coli detection rate in private wells.•An immediate increase was noted in samples with “high” E. coli counts followed by gradual decrease. |
doi_str_mv | 10.1016/j.scitotenv.2021.152634 |
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[Display omitted]
•Large provincial E. coli sampling dataset (N = 743,200 groundwater samples) employed for time-series analyses•Results indicate a major shift (decrease) in private groundwater sampling frequency/incidence•COVID-19 lockdown concurred with a decreased E. coli detection rate in private wells.•An immediate increase was noted in samples with “high” E. coli counts followed by gradual decrease.</description><identifier>ISSN: 0048-9697</identifier><identifier>EISSN: 1879-1026</identifier><identifier>DOI: 10.1016/j.scitotenv.2021.152634</identifier><identifier>PMID: 34974018</identifier><language>eng</language><publisher>Netherlands: Elsevier B.V</publisher><subject>Communicable Disease Control ; COVID-19 ; E. coli ; Escherichia coli ; Groundwater ; Humans ; Ontario ; SARS-CoV-2 ; Time-series ; Water Supply</subject><ispartof>The Science of the total environment, 2022-03, Vol.814, p.152634-152634, Article 152634</ispartof><rights>2021</rights><rights>Crown Copyright © 2021. Published by Elsevier B.V. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c371t-9d240fe729ac9ba707b0caa71cf07c3dbb6a9aacb9036af52808603e5719093b3</citedby><cites>FETCH-LOGICAL-c371t-9d240fe729ac9ba707b0caa71cf07c3dbb6a9aacb9036af52808603e5719093b3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.scitotenv.2021.152634$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,780,784,3550,27924,27925,45995</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/34974018$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Latchmore, T.</creatorcontrib><creatorcontrib>Lavallee, S.</creatorcontrib><creatorcontrib>Boudou, M.</creatorcontrib><creatorcontrib>McDermott, K.</creatorcontrib><creatorcontrib>Brown, R.S.</creatorcontrib><creatorcontrib>Hynds, P.</creatorcontrib><creatorcontrib>Majury, A.</creatorcontrib><title>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</title><title>The Science of the total environment</title><addtitle>Sci Total Environ</addtitle><description>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.
[Display omitted]
•Large provincial E. coli sampling dataset (N = 743,200 groundwater samples) employed for time-series analyses•Results indicate a major shift (decrease) in private groundwater sampling frequency/incidence•COVID-19 lockdown concurred with a decreased E. coli detection rate in private wells.•An immediate increase was noted in samples with “high” E. coli counts followed by gradual decrease.</description><subject>Communicable Disease Control</subject><subject>COVID-19</subject><subject>E. coli</subject><subject>Escherichia coli</subject><subject>Groundwater</subject><subject>Humans</subject><subject>Ontario</subject><subject>SARS-CoV-2</subject><subject>Time-series</subject><subject>Water Supply</subject><issn>0048-9697</issn><issn>1879-1026</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFUcFy0zAU9DAwNC38AujIoTaS7FgWt0xaSpgyuQBXzbP8DAq2FCQ5nd74B_6JD-FLkEnJFV3e6M3uvtndLHvJaMEoq1_viqBNdBHtoeCUs4IteV1Wj7IFa4TMGeX142xBadXkspbiLDsPYUfTEw17mp2VlRQVZc0i-7UZ96BjIK4n6-3nzVXOJBmc_ta5O0ucJXtvDhCRdG7EEI0mX7ybbHeXdp4EGPcDEjuNLfpwSa4Lot1gEgkDWo0EbHdaapc2NnqIJumC9i4EsrURvHGX5D3YCfw9SW7o7x8_P4DXX-cPe0NWlhibzvlpH7Ej0YyYB_QGQ9KH4T6Y8Cx70sMQ8PnDvMg-vb3-uH6X325vNuvVba5LwWIuO17RHgWXoGULgoqWagDBdE-FLru2rUEC6FbSsoZ-yRva1LTEpWCSyrItL7JXR929d9-nFIgaTdA4DGDRTUHxmtVcNMuSJ6g4Qv8a9dirFOWYLCpG1Vyi2qlTiWp2qo4lJuaLhyNTO2J34v1rLQFWRwAmqweDfhaa8-6MRx1V58x_j_wBWoO1Hg</recordid><startdate>20220325</startdate><enddate>20220325</enddate><creator>Latchmore, T.</creator><creator>Lavallee, S.</creator><creator>Boudou, M.</creator><creator>McDermott, K.</creator><creator>Brown, R.S.</creator><creator>Hynds, P.</creator><creator>Majury, A.</creator><general>Elsevier B.V</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>20220325</creationdate><title>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</title><author>Latchmore, T. ; Lavallee, S. ; Boudou, M. ; McDermott, K. ; Brown, R.S. ; Hynds, P. ; Majury, A.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c371t-9d240fe729ac9ba707b0caa71cf07c3dbb6a9aacb9036af52808603e5719093b3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Communicable Disease Control</topic><topic>COVID-19</topic><topic>E. coli</topic><topic>Escherichia coli</topic><topic>Groundwater</topic><topic>Humans</topic><topic>Ontario</topic><topic>SARS-CoV-2</topic><topic>Time-series</topic><topic>Water Supply</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Latchmore, T.</creatorcontrib><creatorcontrib>Lavallee, S.</creatorcontrib><creatorcontrib>Boudou, M.</creatorcontrib><creatorcontrib>McDermott, K.</creatorcontrib><creatorcontrib>Brown, R.S.</creatorcontrib><creatorcontrib>Hynds, P.</creatorcontrib><creatorcontrib>Majury, A.</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>The Science of the total environment</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Latchmore, T.</au><au>Lavallee, S.</au><au>Boudou, M.</au><au>McDermott, K.</au><au>Brown, R.S.</au><au>Hynds, P.</au><au>Majury, A.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>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</atitle><jtitle>The Science of the total environment</jtitle><addtitle>Sci Total Environ</addtitle><date>2022-03-25</date><risdate>2022</risdate><volume>814</volume><spage>152634</spage><epage>152634</epage><pages>152634-152634</pages><artnum>152634</artnum><issn>0048-9697</issn><eissn>1879-1026</eissn><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.
[Display omitted]
•Large provincial E. coli sampling dataset (N = 743,200 groundwater samples) employed for time-series analyses•Results indicate a major shift (decrease) in private groundwater sampling frequency/incidence•COVID-19 lockdown concurred with a decreased E. coli detection rate in private wells.•An immediate increase was noted in samples with “high” E. coli counts followed by gradual decrease.</abstract><cop>Netherlands</cop><pub>Elsevier B.V</pub><pmid>34974018</pmid><doi>10.1016/j.scitotenv.2021.152634</doi><tpages>1</tpages></addata></record> |
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subjects | Communicable Disease Control COVID-19 E. coli Escherichia coli Groundwater Humans Ontario SARS-CoV-2 Time-series Water Supply |
title | 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 |
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