A Coupled Modeling and Molecular Biology Approach to Microbial Source Tracking at Cowell Beach, Santa Cruz, CA, United States

Consistently high levels of bacterial indicators of fecal pollution rank Cowell Beach as the most polluted beach in California. High levels of fecal indicator bacteria (FIB), E. coli and enterococci, are measured throughout the summer, resulting in beach advisories with social and economic consequen...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Environmental science & technology 2013-09, Vol.47 (18), p.10231-10239
Hauptverfasser: Russell, Todd L, Sassoubre, Lauren M, Wang, Dan, Masuda, Shelly, Chen, Helen, Soetjipto, Cherrie, Hassaballah, Abdulrahman, Boehm, Alexandria B
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 10239
container_issue 18
container_start_page 10231
container_title Environmental science & technology
container_volume 47
creator Russell, Todd L
Sassoubre, Lauren M
Wang, Dan
Masuda, Shelly
Chen, Helen
Soetjipto, Cherrie
Hassaballah, Abdulrahman
Boehm, Alexandria B
description Consistently high levels of bacterial indicators of fecal pollution rank Cowell Beach as the most polluted beach in California. High levels of fecal indicator bacteria (FIB), E. coli and enterococci, are measured throughout the summer, resulting in beach advisories with social and economic consequences. The source of FIB, however, is unknown. Speculations have been made that the wrack accumulating on the beach is a major source of FIB to the surf zone. The present study uses spatial and temporal sampling coupled with process-modeling to investigate potential FIB sources and the relative contributions of those sources. Temporal sampling showed consistently high FIB concentrations in the surf zone, sand, and wrack at Cowell Beach, and ruled out the storm drain, the river, the harbor, and the adjacent wharf as the sources of the high concentrations observed in the surf zone. Spatial sampling confirmed that the source of FIB to the beach is terrestrial rather than marine. Modeling results showed two dominant FIB sources to the surf zone: sand for enterococci and groundwater for E. coli. FIB from wrack represented a minor contribution to bacterial levels in the water. Molecular source tracking methods indicate the FIB at the beach is of human and bird origin. The microbial source tracking (MST) approach presented here provides a framework for future efforts.
doi_str_mv 10.1021/es402303w
format Article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_1443367375</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>3081570071</sourcerecordid><originalsourceid>FETCH-LOGICAL-a406t-a2920a3051ab925c4a88e5e61872560c5c771373ff9de8acd1091940b984b7bc3</originalsourceid><addsrcrecordid>eNpl0d9L3DAcAPAgG_Pm9uA_MAJDcHDdvkmapH08i24DZQ-nsLfybZq6ulxzJi3iwP_d3LypzKcQ-Hx_E7LP4DMDzr7YmAMXIG52yIxJDpksJHtFZgBMZKVQP3fJ2xivADaqeEN2uSh5zhXMyN2CVn5aO9vSM99a1w-XFIfNx1kzOQz0qPfOX97SxXodPJpfdPT0rDfBNz06uvRTMJaeBzS__8aOKd-NdY4e2YTndInDiLQK0585rRZzejH0Yyq2HHG08R153aGL9v323SMXJ8fn1bfs9MfX79XiNMMc1JghLzmgAMmwKbk0ORaFlVaxQnOpwEijNRNadF3Z2gJNy6BkZQ5NWeSNbozYI4cPedMI15ONY73qo0ld4mD9FGuW50IoLbRM9ON_9CqNOKTukhKKq7RnltSnB5X2EGOwXb0O_QrDbc2g3tykfrxJsh-2GadmZdtH-e8ICRxsAUaDrgs4mD4-Oa0Vl4V4cmjis65eFLwHCAOdEg</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>1436263031</pqid></control><display><type>article</type><title>A Coupled Modeling and Molecular Biology Approach to Microbial Source Tracking at Cowell Beach, Santa Cruz, CA, United States</title><source>MEDLINE</source><source>American Chemical Society Journals</source><creator>Russell, Todd L ; Sassoubre, Lauren M ; Wang, Dan ; Masuda, Shelly ; Chen, Helen ; Soetjipto, Cherrie ; Hassaballah, Abdulrahman ; Boehm, Alexandria B</creator><creatorcontrib>Russell, Todd L ; Sassoubre, Lauren M ; Wang, Dan ; Masuda, Shelly ; Chen, Helen ; Soetjipto, Cherrie ; Hassaballah, Abdulrahman ; Boehm, Alexandria B</creatorcontrib><description>Consistently high levels of bacterial indicators of fecal pollution rank Cowell Beach as the most polluted beach in California. High levels of fecal indicator bacteria (FIB), E. coli and enterococci, are measured throughout the summer, resulting in beach advisories with social and economic consequences. The source of FIB, however, is unknown. Speculations have been made that the wrack accumulating on the beach is a major source of FIB to the surf zone. The present study uses spatial and temporal sampling coupled with process-modeling to investigate potential FIB sources and the relative contributions of those sources. Temporal sampling showed consistently high FIB concentrations in the surf zone, sand, and wrack at Cowell Beach, and ruled out the storm drain, the river, the harbor, and the adjacent wharf as the sources of the high concentrations observed in the surf zone. Spatial sampling confirmed that the source of FIB to the beach is terrestrial rather than marine. Modeling results showed two dominant FIB sources to the surf zone: sand for enterococci and groundwater for E. coli. FIB from wrack represented a minor contribution to bacterial levels in the water. Molecular source tracking methods indicate the FIB at the beach is of human and bird origin. The microbial source tracking (MST) approach presented here provides a framework for future efforts.</description><identifier>ISSN: 0013-936X</identifier><identifier>EISSN: 1520-5851</identifier><identifier>DOI: 10.1021/es402303w</identifier><identifier>PMID: 23924260</identifier><identifier>CODEN: ESTHAG</identifier><language>eng</language><publisher>Washington, DC: American Chemical Society</publisher><subject>Applied sciences ; Bathing Beaches ; Beaches ; California ; E coli ; Enterococcus - isolation &amp; purification ; Environmental Monitoring ; Escherichia coli - isolation &amp; purification ; Exact sciences and technology ; Groundwater - microbiology ; Macrocystis - microbiology ; Models, Theoretical ; Molecular biology ; Natural water pollution ; Pollution ; Pollution control ; Sampling ; Seawater - microbiology ; Seawaters, estuaries ; Silicon Dioxide - analysis ; Water pollution ; Water treatment and pollution</subject><ispartof>Environmental science &amp; technology, 2013-09, Vol.47 (18), p.10231-10239</ispartof><rights>Copyright © 2013 American Chemical Society</rights><rights>2015 INIST-CNRS</rights><rights>Copyright American Chemical Society Sep 17, 2013</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-a406t-a2920a3051ab925c4a88e5e61872560c5c771373ff9de8acd1091940b984b7bc3</citedby><cites>FETCH-LOGICAL-a406t-a2920a3051ab925c4a88e5e61872560c5c771373ff9de8acd1091940b984b7bc3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://pubs.acs.org/doi/pdf/10.1021/es402303w$$EPDF$$P50$$Gacs$$H</linktopdf><linktohtml>$$Uhttps://pubs.acs.org/doi/10.1021/es402303w$$EHTML$$P50$$Gacs$$H</linktohtml><link.rule.ids>314,780,784,2765,27076,27924,27925,56738,56788</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&amp;idt=27762583$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/23924260$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Russell, Todd L</creatorcontrib><creatorcontrib>Sassoubre, Lauren M</creatorcontrib><creatorcontrib>Wang, Dan</creatorcontrib><creatorcontrib>Masuda, Shelly</creatorcontrib><creatorcontrib>Chen, Helen</creatorcontrib><creatorcontrib>Soetjipto, Cherrie</creatorcontrib><creatorcontrib>Hassaballah, Abdulrahman</creatorcontrib><creatorcontrib>Boehm, Alexandria B</creatorcontrib><title>A Coupled Modeling and Molecular Biology Approach to Microbial Source Tracking at Cowell Beach, Santa Cruz, CA, United States</title><title>Environmental science &amp; technology</title><addtitle>Environ. Sci. Technol</addtitle><description>Consistently high levels of bacterial indicators of fecal pollution rank Cowell Beach as the most polluted beach in California. High levels of fecal indicator bacteria (FIB), E. coli and enterococci, are measured throughout the summer, resulting in beach advisories with social and economic consequences. The source of FIB, however, is unknown. Speculations have been made that the wrack accumulating on the beach is a major source of FIB to the surf zone. The present study uses spatial and temporal sampling coupled with process-modeling to investigate potential FIB sources and the relative contributions of those sources. Temporal sampling showed consistently high FIB concentrations in the surf zone, sand, and wrack at Cowell Beach, and ruled out the storm drain, the river, the harbor, and the adjacent wharf as the sources of the high concentrations observed in the surf zone. Spatial sampling confirmed that the source of FIB to the beach is terrestrial rather than marine. Modeling results showed two dominant FIB sources to the surf zone: sand for enterococci and groundwater for E. coli. FIB from wrack represented a minor contribution to bacterial levels in the water. Molecular source tracking methods indicate the FIB at the beach is of human and bird origin. The microbial source tracking (MST) approach presented here provides a framework for future efforts.</description><subject>Applied sciences</subject><subject>Bathing Beaches</subject><subject>Beaches</subject><subject>California</subject><subject>E coli</subject><subject>Enterococcus - isolation &amp; purification</subject><subject>Environmental Monitoring</subject><subject>Escherichia coli - isolation &amp; purification</subject><subject>Exact sciences and technology</subject><subject>Groundwater - microbiology</subject><subject>Macrocystis - microbiology</subject><subject>Models, Theoretical</subject><subject>Molecular biology</subject><subject>Natural water pollution</subject><subject>Pollution</subject><subject>Pollution control</subject><subject>Sampling</subject><subject>Seawater - microbiology</subject><subject>Seawaters, estuaries</subject><subject>Silicon Dioxide - analysis</subject><subject>Water pollution</subject><subject>Water treatment and pollution</subject><issn>0013-936X</issn><issn>1520-5851</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2013</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNpl0d9L3DAcAPAgG_Pm9uA_MAJDcHDdvkmapH08i24DZQ-nsLfybZq6ulxzJi3iwP_d3LypzKcQ-Hx_E7LP4DMDzr7YmAMXIG52yIxJDpksJHtFZgBMZKVQP3fJ2xivADaqeEN2uSh5zhXMyN2CVn5aO9vSM99a1w-XFIfNx1kzOQz0qPfOX97SxXodPJpfdPT0rDfBNz06uvRTMJaeBzS__8aOKd-NdY4e2YTndInDiLQK0585rRZzejH0Yyq2HHG08R153aGL9v323SMXJ8fn1bfs9MfX79XiNMMc1JghLzmgAMmwKbk0ORaFlVaxQnOpwEijNRNadF3Z2gJNy6BkZQ5NWeSNbozYI4cPedMI15ONY73qo0ld4mD9FGuW50IoLbRM9ON_9CqNOKTukhKKq7RnltSnB5X2EGOwXb0O_QrDbc2g3tykfrxJsh-2GadmZdtH-e8ICRxsAUaDrgs4mD4-Oa0Vl4V4cmjis65eFLwHCAOdEg</recordid><startdate>20130917</startdate><enddate>20130917</enddate><creator>Russell, Todd L</creator><creator>Sassoubre, Lauren M</creator><creator>Wang, Dan</creator><creator>Masuda, Shelly</creator><creator>Chen, Helen</creator><creator>Soetjipto, Cherrie</creator><creator>Hassaballah, Abdulrahman</creator><creator>Boehm, Alexandria B</creator><general>American Chemical Society</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>7QO</scope><scope>7ST</scope><scope>7T7</scope><scope>7U7</scope><scope>8FD</scope><scope>C1K</scope><scope>FR3</scope><scope>P64</scope><scope>SOI</scope><scope>7QH</scope><scope>7TN</scope><scope>7TV</scope><scope>7UA</scope><scope>F1W</scope><scope>H97</scope><scope>L.G</scope></search><sort><creationdate>20130917</creationdate><title>A Coupled Modeling and Molecular Biology Approach to Microbial Source Tracking at Cowell Beach, Santa Cruz, CA, United States</title><author>Russell, Todd L ; Sassoubre, Lauren M ; Wang, Dan ; Masuda, Shelly ; Chen, Helen ; Soetjipto, Cherrie ; Hassaballah, Abdulrahman ; Boehm, Alexandria B</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a406t-a2920a3051ab925c4a88e5e61872560c5c771373ff9de8acd1091940b984b7bc3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2013</creationdate><topic>Applied sciences</topic><topic>Bathing Beaches</topic><topic>Beaches</topic><topic>California</topic><topic>E coli</topic><topic>Enterococcus - isolation &amp; purification</topic><topic>Environmental Monitoring</topic><topic>Escherichia coli - isolation &amp; purification</topic><topic>Exact sciences and technology</topic><topic>Groundwater - microbiology</topic><topic>Macrocystis - microbiology</topic><topic>Models, Theoretical</topic><topic>Molecular biology</topic><topic>Natural water pollution</topic><topic>Pollution</topic><topic>Pollution control</topic><topic>Sampling</topic><topic>Seawater - microbiology</topic><topic>Seawaters, estuaries</topic><topic>Silicon Dioxide - analysis</topic><topic>Water pollution</topic><topic>Water treatment and pollution</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Russell, Todd L</creatorcontrib><creatorcontrib>Sassoubre, Lauren M</creatorcontrib><creatorcontrib>Wang, Dan</creatorcontrib><creatorcontrib>Masuda, Shelly</creatorcontrib><creatorcontrib>Chen, Helen</creatorcontrib><creatorcontrib>Soetjipto, Cherrie</creatorcontrib><creatorcontrib>Hassaballah, Abdulrahman</creatorcontrib><creatorcontrib>Boehm, Alexandria B</creatorcontrib><collection>Pascal-Francis</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Biotechnology Research Abstracts</collection><collection>Environment Abstracts</collection><collection>Industrial and Applied Microbiology Abstracts (Microbiology A)</collection><collection>Toxicology Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Engineering Research Database</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Environment Abstracts</collection><collection>Aqualine</collection><collection>Oceanic Abstracts</collection><collection>Pollution Abstracts</collection><collection>Water Resources Abstracts</collection><collection>ASFA: Aquatic Sciences and Fisheries Abstracts</collection><collection>Aquatic Science &amp; Fisheries Abstracts (ASFA) 3: Aquatic Pollution &amp; Environmental Quality</collection><collection>Aquatic Science &amp; Fisheries Abstracts (ASFA) Professional</collection><jtitle>Environmental science &amp; technology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Russell, Todd L</au><au>Sassoubre, Lauren M</au><au>Wang, Dan</au><au>Masuda, Shelly</au><au>Chen, Helen</au><au>Soetjipto, Cherrie</au><au>Hassaballah, Abdulrahman</au><au>Boehm, Alexandria B</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A Coupled Modeling and Molecular Biology Approach to Microbial Source Tracking at Cowell Beach, Santa Cruz, CA, United States</atitle><jtitle>Environmental science &amp; technology</jtitle><addtitle>Environ. Sci. Technol</addtitle><date>2013-09-17</date><risdate>2013</risdate><volume>47</volume><issue>18</issue><spage>10231</spage><epage>10239</epage><pages>10231-10239</pages><issn>0013-936X</issn><eissn>1520-5851</eissn><coden>ESTHAG</coden><abstract>Consistently high levels of bacterial indicators of fecal pollution rank Cowell Beach as the most polluted beach in California. High levels of fecal indicator bacteria (FIB), E. coli and enterococci, are measured throughout the summer, resulting in beach advisories with social and economic consequences. The source of FIB, however, is unknown. Speculations have been made that the wrack accumulating on the beach is a major source of FIB to the surf zone. The present study uses spatial and temporal sampling coupled with process-modeling to investigate potential FIB sources and the relative contributions of those sources. Temporal sampling showed consistently high FIB concentrations in the surf zone, sand, and wrack at Cowell Beach, and ruled out the storm drain, the river, the harbor, and the adjacent wharf as the sources of the high concentrations observed in the surf zone. Spatial sampling confirmed that the source of FIB to the beach is terrestrial rather than marine. Modeling results showed two dominant FIB sources to the surf zone: sand for enterococci and groundwater for E. coli. FIB from wrack represented a minor contribution to bacterial levels in the water. Molecular source tracking methods indicate the FIB at the beach is of human and bird origin. The microbial source tracking (MST) approach presented here provides a framework for future efforts.</abstract><cop>Washington, DC</cop><pub>American Chemical Society</pub><pmid>23924260</pmid><doi>10.1021/es402303w</doi><tpages>9</tpages></addata></record>
fulltext fulltext
identifier ISSN: 0013-936X
ispartof Environmental science & technology, 2013-09, Vol.47 (18), p.10231-10239
issn 0013-936X
1520-5851
language eng
recordid cdi_proquest_miscellaneous_1443367375
source MEDLINE; American Chemical Society Journals
subjects Applied sciences
Bathing Beaches
Beaches
California
E coli
Enterococcus - isolation & purification
Environmental Monitoring
Escherichia coli - isolation & purification
Exact sciences and technology
Groundwater - microbiology
Macrocystis - microbiology
Models, Theoretical
Molecular biology
Natural water pollution
Pollution
Pollution control
Sampling
Seawater - microbiology
Seawaters, estuaries
Silicon Dioxide - analysis
Water pollution
Water treatment and pollution
title A Coupled Modeling and Molecular Biology Approach to Microbial Source Tracking at Cowell Beach, Santa Cruz, CA, United States
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-27T16%3A42%3A40IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=A%20Coupled%20Modeling%20and%20Molecular%20Biology%20Approach%20to%20Microbial%20Source%20Tracking%20at%20Cowell%20Beach,%20Santa%20Cruz,%20CA,%20United%20States&rft.jtitle=Environmental%20science%20&%20technology&rft.au=Russell,%20Todd%20L&rft.date=2013-09-17&rft.volume=47&rft.issue=18&rft.spage=10231&rft.epage=10239&rft.pages=10231-10239&rft.issn=0013-936X&rft.eissn=1520-5851&rft.coden=ESTHAG&rft_id=info:doi/10.1021/es402303w&rft_dat=%3Cproquest_cross%3E3081570071%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=1436263031&rft_id=info:pmid/23924260&rfr_iscdi=true