Effect of submarine groundwater discharge on bacterial indicators and swimmer health at Avalon Beach, CA, USA

Use of fecal indicator bacteria (FIB) for monitoring beach water quality is based on their co-occurrence with human pathogens, a relationship that can be dramatically altered by fate and transport processes after leaving the human intestine. We conducted a prospective cohort study at Avalon Beach, C...

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Veröffentlicht in:Water research (Oxford) 2014-08, Vol.59, p.23-36
Hauptverfasser: Yau, Vincent M., Schiff, Kenneth C., Arnold, Benjamin F., Griffith, John F., Gruber, Joshua S., Wright, Catherine C., Wade, Timothy J., Burns, Susan, Hayes, Jacqueline M., McGee, Charles, Gold, Mark, Cao, Yiping, Boehm, Alexandria B., Weisberg, Stephen B., Colford, John M.
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container_issue
container_start_page 23
container_title Water research (Oxford)
container_volume 59
creator Yau, Vincent M.
Schiff, Kenneth C.
Arnold, Benjamin F.
Griffith, John F.
Gruber, Joshua S.
Wright, Catherine C.
Wade, Timothy J.
Burns, Susan
Hayes, Jacqueline M.
McGee, Charles
Gold, Mark
Cao, Yiping
Boehm, Alexandria B.
Weisberg, Stephen B.
Colford, John M.
description Use of fecal indicator bacteria (FIB) for monitoring beach water quality is based on their co-occurrence with human pathogens, a relationship that can be dramatically altered by fate and transport processes after leaving the human intestine. We conducted a prospective cohort study at Avalon Beach, California (USA), where the indicator relationship is potentially affected by the discharge of sewage-contaminated groundwater and by solar radiation levels at this shallow, relatively quiescent beach. The goals of this study were to determine: 1) if swimmers exposed to marine water were at higher risk of illness than non-swimmers; 2) if FIB measured in marine water were associated with swimmer illness, and; 3) if the associations between FIB and swimmer health were modified by either submarine groundwater discharge or solar radiation levels. There were 7317 individuals recruited during the summers of 2007–08, 6165 (84%) of whom completed follow-up within two weeks of the beach visit. A total of 703 water quality samples were collected across multiple sites and time periods during recruitment days and analyzed for FIB using both culture-based and molecular methods. Adjusted odds ratios (AOR) indicated that swimmers who swallowed water were more likely to experience Gastrointestinal Illness (GI Illness) within three days of their beach visit than non-swimmers, and that this risk was significantly elevated when either submarine groundwater discharge was high (AOR [95% CI]:2.18 [1.22–3.89]) or solar radiation was low (2.45 [1.25–4.79]). The risk of GI Illness was not significantly elevated for swimmers who swallowed water when groundwater discharge was low or solar radiation was high. Associations between GI Illness incidence and FIB levels (Enterococcus EPA Method 1600) among swimmers who swallowed water were not significant when we did not account for groundwater discharge, but were strongly associated when groundwater discharge was high (1.85 [1.06, 3.23]) compared to when it was low (0.77 [0.42, 1.42]; test of interaction: P = 0.03). These results demonstrate the need to account for local environmental conditions when monitoring for, and making decisions about, public health at recreational beaches. The views expressed in this article are those of the authors and do not necessarily reflect the views or policies of the U.S. Environmental Protection Agency. [Display omitted] •We studied predictors of swimmer health at a beach with poor water quality.•High or low g
doi_str_mv 10.1016/j.watres.2014.03.050
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We conducted a prospective cohort study at Avalon Beach, California (USA), where the indicator relationship is potentially affected by the discharge of sewage-contaminated groundwater and by solar radiation levels at this shallow, relatively quiescent beach. The goals of this study were to determine: 1) if swimmers exposed to marine water were at higher risk of illness than non-swimmers; 2) if FIB measured in marine water were associated with swimmer illness, and; 3) if the associations between FIB and swimmer health were modified by either submarine groundwater discharge or solar radiation levels. There were 7317 individuals recruited during the summers of 2007–08, 6165 (84%) of whom completed follow-up within two weeks of the beach visit. A total of 703 water quality samples were collected across multiple sites and time periods during recruitment days and analyzed for FIB using both culture-based and molecular methods. Adjusted odds ratios (AOR) indicated that swimmers who swallowed water were more likely to experience Gastrointestinal Illness (GI Illness) within three days of their beach visit than non-swimmers, and that this risk was significantly elevated when either submarine groundwater discharge was high (AOR [95% CI]:2.18 [1.22–3.89]) or solar radiation was low (2.45 [1.25–4.79]). The risk of GI Illness was not significantly elevated for swimmers who swallowed water when groundwater discharge was low or solar radiation was high. Associations between GI Illness incidence and FIB levels (Enterococcus EPA Method 1600) among swimmers who swallowed water were not significant when we did not account for groundwater discharge, but were strongly associated when groundwater discharge was high (1.85 [1.06, 3.23]) compared to when it was low (0.77 [0.42, 1.42]; test of interaction: P = 0.03). These results demonstrate the need to account for local environmental conditions when monitoring for, and making decisions about, public health at recreational beaches. The views expressed in this article are those of the authors and do not necessarily reflect the views or policies of the U.S. Environmental Protection Agency. [Display omitted] •We studied predictors of swimmer health at a beach with poor water quality.•High or low groundwater discharge rates may have modified illness rates in swimmers.•Swimmers who swallowed water had more GI Illness when groundwater levels were high.•Indicator bacteria levels predicted swimmer illness if groundwater levels were high.•Use of physical data and indicator organisms together may improve illness prediction.</description><identifier>ISSN: 0043-1354</identifier><identifier>EISSN: 1879-2448</identifier><identifier>DOI: 10.1016/j.watres.2014.03.050</identifier><identifier>PMID: 24776951</identifier><identifier>CODEN: WATRAG</identifier><language>eng</language><publisher>Kidlington: Elsevier Ltd</publisher><subject>Adolescent ; Adult ; Applied sciences ; Bacteria ; Bathing Beaches ; Beaches ; California ; Child ; Child, Preschool ; Discharge ; Enterococcus ; Environmental Monitoring - methods ; Exact sciences and technology ; Feces - microbiology ; Female ; Freshwater ; Gastrointestinal Diseases - etiology ; Gastrointestinal illness ; Groundwater ; Groundwater - chemistry ; Groundwater - microbiology ; Humans ; Illnesses ; Indicator organisms ; Indicators ; Infant ; Infant, Newborn ; Male ; Marine water ; Middle Aged ; Natural water pollution ; Odds Ratio ; Pollution ; qPCR ; Risk ; Risk Factors ; Seawaters, estuaries ; Sewage ; Solar radiation ; Sunlight ; Swimming ; Time Factors ; Waste Disposal, Fluid - methods ; Water Microbiology ; Water Pollutants ; Water quality ; Water treatment and pollution ; Young Adult</subject><ispartof>Water research (Oxford), 2014-08, Vol.59, p.23-36</ispartof><rights>2014 Elsevier Ltd</rights><rights>2015 INIST-CNRS</rights><rights>Copyright © 2014 Elsevier Ltd. 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Adjusted odds ratios (AOR) indicated that swimmers who swallowed water were more likely to experience Gastrointestinal Illness (GI Illness) within three days of their beach visit than non-swimmers, and that this risk was significantly elevated when either submarine groundwater discharge was high (AOR [95% CI]:2.18 [1.22–3.89]) or solar radiation was low (2.45 [1.25–4.79]). The risk of GI Illness was not significantly elevated for swimmers who swallowed water when groundwater discharge was low or solar radiation was high. Associations between GI Illness incidence and FIB levels (Enterococcus EPA Method 1600) among swimmers who swallowed water were not significant when we did not account for groundwater discharge, but were strongly associated when groundwater discharge was high (1.85 [1.06, 3.23]) compared to when it was low (0.77 [0.42, 1.42]; test of interaction: P = 0.03). These results demonstrate the need to account for local environmental conditions when monitoring for, and making decisions about, public health at recreational beaches. The views expressed in this article are those of the authors and do not necessarily reflect the views or policies of the U.S. Environmental Protection Agency. [Display omitted] •We studied predictors of swimmer health at a beach with poor water quality.•High or low groundwater discharge rates may have modified illness rates in swimmers.•Swimmers who swallowed water had more GI Illness when groundwater levels were high.•Indicator bacteria levels predicted swimmer illness if groundwater levels were high.•Use of physical data and indicator organisms together may improve illness prediction.</description><subject>Adolescent</subject><subject>Adult</subject><subject>Applied sciences</subject><subject>Bacteria</subject><subject>Bathing Beaches</subject><subject>Beaches</subject><subject>California</subject><subject>Child</subject><subject>Child, Preschool</subject><subject>Discharge</subject><subject>Enterococcus</subject><subject>Environmental Monitoring - methods</subject><subject>Exact sciences and technology</subject><subject>Feces - microbiology</subject><subject>Female</subject><subject>Freshwater</subject><subject>Gastrointestinal Diseases - etiology</subject><subject>Gastrointestinal illness</subject><subject>Groundwater</subject><subject>Groundwater - chemistry</subject><subject>Groundwater - microbiology</subject><subject>Humans</subject><subject>Illnesses</subject><subject>Indicator organisms</subject><subject>Indicators</subject><subject>Infant</subject><subject>Infant, Newborn</subject><subject>Male</subject><subject>Marine water</subject><subject>Middle Aged</subject><subject>Natural water pollution</subject><subject>Odds Ratio</subject><subject>Pollution</subject><subject>qPCR</subject><subject>Risk</subject><subject>Risk Factors</subject><subject>Seawaters, estuaries</subject><subject>Sewage</subject><subject>Solar radiation</subject><subject>Sunlight</subject><subject>Swimming</subject><subject>Time Factors</subject><subject>Waste Disposal, Fluid - methods</subject><subject>Water Microbiology</subject><subject>Water Pollutants</subject><subject>Water quality</subject><subject>Water treatment and pollution</subject><subject>Young Adult</subject><issn>0043-1354</issn><issn>1879-2448</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqNkU1vEzEQhi0EomnhHyDkCxKH7nb8td69IIWohUqVOLScrYk_Gkf7UexNK_49jhLgBr3YkvW845l5CHnHoGbAmott_YRz8rnmwGQNogYFL8iCtbqruJTtS7IAkKJiQskTcprzFgA4F91rcsKl1k2n2IIMlyF4O9Mp0LxbD5ji6Ol9mnajK-V9oi5mu8F07-k00jXa8haxp3F00eI8pUxxdDQ_xWEo9MZjP28oznT5iH1JfPZoN-d0tTyn32-Xb8irgH32b4_3Gbm7urxbfa1uvn25Xi1vKitVO1cuiM6WFjkisoA6ALh1EKB0iy13ArxoVaOdBQYSuUWpA65BhuAaFrQ4Ix8PZR_S9GPn82yGMoXvexz9tMuGNYpJVs72GajUwBmX6v-oEqxTXHFWUHlAbZpyTj6YhxTLcn8aBmZvz2zNwZ7Z2zMgTLFXYu-PPxQV3v0J_dZVgA9HALPFPiQcbcx_ubYUAbGf6tOB82XJj9Enk230o_UupmLbuCn-u5NfzXm5Sg</recordid><startdate>20140801</startdate><enddate>20140801</enddate><creator>Yau, Vincent M.</creator><creator>Schiff, Kenneth C.</creator><creator>Arnold, Benjamin F.</creator><creator>Griffith, John F.</creator><creator>Gruber, Joshua S.</creator><creator>Wright, Catherine C.</creator><creator>Wade, Timothy J.</creator><creator>Burns, Susan</creator><creator>Hayes, Jacqueline M.</creator><creator>McGee, Charles</creator><creator>Gold, Mark</creator><creator>Cao, Yiping</creator><creator>Boehm, Alexandria B.</creator><creator>Weisberg, Stephen B.</creator><creator>Colford, John M.</creator><general>Elsevier Ltd</general><general>Elsevier</general><scope>IQODW</scope><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><scope>7QH</scope><scope>7QL</scope><scope>7ST</scope><scope>7T2</scope><scope>7TG</scope><scope>7TV</scope><scope>7U2</scope><scope>7UA</scope><scope>C1K</scope><scope>F1W</scope><scope>H97</scope><scope>KL.</scope><scope>L.G</scope><scope>SOI</scope><scope>8FD</scope><scope>FR3</scope><scope>KR7</scope></search><sort><creationdate>20140801</creationdate><title>Effect of submarine groundwater discharge on bacterial indicators and swimmer health at Avalon Beach, CA, USA</title><author>Yau, Vincent M. ; 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We conducted a prospective cohort study at Avalon Beach, California (USA), where the indicator relationship is potentially affected by the discharge of sewage-contaminated groundwater and by solar radiation levels at this shallow, relatively quiescent beach. The goals of this study were to determine: 1) if swimmers exposed to marine water were at higher risk of illness than non-swimmers; 2) if FIB measured in marine water were associated with swimmer illness, and; 3) if the associations between FIB and swimmer health were modified by either submarine groundwater discharge or solar radiation levels. There were 7317 individuals recruited during the summers of 2007–08, 6165 (84%) of whom completed follow-up within two weeks of the beach visit. A total of 703 water quality samples were collected across multiple sites and time periods during recruitment days and analyzed for FIB using both culture-based and molecular methods. Adjusted odds ratios (AOR) indicated that swimmers who swallowed water were more likely to experience Gastrointestinal Illness (GI Illness) within three days of their beach visit than non-swimmers, and that this risk was significantly elevated when either submarine groundwater discharge was high (AOR [95% CI]:2.18 [1.22–3.89]) or solar radiation was low (2.45 [1.25–4.79]). The risk of GI Illness was not significantly elevated for swimmers who swallowed water when groundwater discharge was low or solar radiation was high. Associations between GI Illness incidence and FIB levels (Enterococcus EPA Method 1600) among swimmers who swallowed water were not significant when we did not account for groundwater discharge, but were strongly associated when groundwater discharge was high (1.85 [1.06, 3.23]) compared to when it was low (0.77 [0.42, 1.42]; test of interaction: P = 0.03). These results demonstrate the need to account for local environmental conditions when monitoring for, and making decisions about, public health at recreational beaches. The views expressed in this article are those of the authors and do not necessarily reflect the views or policies of the U.S. Environmental Protection Agency. [Display omitted] •We studied predictors of swimmer health at a beach with poor water quality.•High or low groundwater discharge rates may have modified illness rates in swimmers.•Swimmers who swallowed water had more GI Illness when groundwater levels were high.•Indicator bacteria levels predicted swimmer illness if groundwater levels were high.•Use of physical data and indicator organisms together may improve illness prediction.</abstract><cop>Kidlington</cop><pub>Elsevier Ltd</pub><pmid>24776951</pmid><doi>10.1016/j.watres.2014.03.050</doi><tpages>14</tpages></addata></record>
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source MEDLINE; ScienceDirect Journals (5 years ago - present)
subjects Adolescent
Adult
Applied sciences
Bacteria
Bathing Beaches
Beaches
California
Child
Child, Preschool
Discharge
Enterococcus
Environmental Monitoring - methods
Exact sciences and technology
Feces - microbiology
Female
Freshwater
Gastrointestinal Diseases - etiology
Gastrointestinal illness
Groundwater
Groundwater - chemistry
Groundwater - microbiology
Humans
Illnesses
Indicator organisms
Indicators
Infant
Infant, Newborn
Male
Marine water
Middle Aged
Natural water pollution
Odds Ratio
Pollution
qPCR
Risk
Risk Factors
Seawaters, estuaries
Sewage
Solar radiation
Sunlight
Swimming
Time Factors
Waste Disposal, Fluid - methods
Water Microbiology
Water Pollutants
Water quality
Water treatment and pollution
Young Adult
title Effect of submarine groundwater discharge on bacterial indicators and swimmer health at Avalon Beach, CA, USA
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