{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,22]],"date-time":"2026-09-22T02:14:43Z","timestamp":1790043283993,"version":"4.0.1"},"reference-count":61,"publisher":"Public Library of Science (PLoS)","issue":"1","license":[{"start":{"date-parts":[[2023,1,26]],"date-time":"2023-01-26T00:00:00Z","timestamp":1674691200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/publicdomain\/zero\/1.0\/"}],"content-domain":{"domain":["www.plosone.org"],"crossmark-restriction":false},"short-container-title":["PLoS ONE"],"abstract":"<jats:p>\n                    Municipal stormwater systems are designed to collect, transport, and discharge precipitation from a defined catchment area into local surface waters. However, these discharges may contain unsafe levels of fecal waste. Paired measurements of\n                    <jats:italic>Escherichia coli<\/jats:italic>\n                    , precipitation, three land use metrics determined by geographic information system (GIS) mapping, and host-associated genetic markers indicative of human (HF183\/BacR287 and HumM2), ruminant (Rum2Bac), dog (DG3), and avian (GFD) fecal sources were assessed in 231 urban stream samples impacted by two or more municipal stormwater outfalls. Receiving water samples were collected twice per month (\n                    <jats:italic>n<\/jats:italic>\n                    = 24) and after rain events (\n                    <jats:italic>n<\/jats:italic>\n                    = 9) from seven headwaters of the Anacostia River in the District of Columbia (United States) exhibiting a gradient of impervious surface, residential, and park surface areas. Almost 50% of stream samples (\n                    <jats:italic>n<\/jats:italic>\n                    = 103) were impaired, exceeding the local\n                    <jats:italic>E<\/jats:italic>\n                    .\n                    <jats:italic>coli<\/jats:italic>\n                    single sample maximum assessment level (410 MPN\/100 ml). Fecal scores (average log\n                    <jats:sub>10<\/jats:sub>\n                    copies per 100 ml) were determined to prioritize sites by pollution source and to evaluate potential links with land use, rainfall, and\n                    <jats:italic>E<\/jats:italic>\n                    .\n                    <jats:italic>coli<\/jats:italic>\n                    levels using a recently developed censored data analysis approach. Dog, ruminant, and avian fecal scores were almost always significantly increased after rain or when\n                    <jats:italic>E<\/jats:italic>\n                    .\n                    <jats:italic>coli<\/jats:italic>\n                    levels exceeded the local benchmark. Human fecal pollution trends showed the greatest variability with detections ranging from 9.1% to 96.7% across sites. Avian fecal scores exhibited the closest connection to land use, significantly increasing in catchments with larger residential areas after rain events (p = 0.038;\n                    <jats:italic>R<\/jats:italic>\n                    <jats:sup>2<\/jats:sup>\n                    = 0.62). Overall, results demonstrate that combining genetic fecal source identification methods with GIS mapping complements routine\n                    <jats:italic>E<\/jats:italic>\n                    .\n                    <jats:italic>coli<\/jats:italic>\n                    monitoring to improve management of urban streams impacted by stormwater outfalls.\n                  <\/jats:p>","DOI":"10.1371\/journal.pone.0278548","type":"journal-article","created":{"date-parts":[[2023,1,26]],"date-time":"2023-01-26T13:44:49Z","timestamp":1674740689000},"page":"e0278548","update-policy":"https:\/\/doi.org\/10.1371\/journal.pone.corrections_policy","source":"Crossref","is-referenced-by-count":15,"title":["Genetic fecal source identification in urban streams impacted by municipal separate storm sewer system 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