title: Determining hot spots of fecal contamination in a tropical watershed by combining land-use information and meteorological data with source-specific assays.
abstract: The objective of this study was to combine knowledge of environmental, topographical, meteorological, and anthropologic factors in the Río Grande de Arecibo (RGA) watershed in Puerto Rico with information provided by microbial source tracking (MST) to map hot spots (i.e., likely sources) of fecal contamination. Water samples were tested for the presence of human and bovine fecal contamination in addition to fecal indicator bacteria and correlated against several land uses and the density of septic tanks, sewers, and latrines. Specifically, human sources were positively correlated with developed (r = 0.68), barren land uses (r = 0.84), density of septic tanks (r = 0.78), slope (r = 0.63), and the proximity to wastewater treatment plants (WWTPs) (r = 0.82). Agricultural land, the number of upstream National Pollution Discharge Elimination System (NPDES) facilities, and density of latrines were positively associated with the bovine marker (r = 0.71; r = 0.74; and r = 0.68, respectively). Using this information, we provided a hot spot map, which shows areas that should be closely monitored for fecal contamination in the RGA watershed. The results indicated that additional bovine assays are needed in tropical regions. We concluded that meteorological, topographical, anthropogenic, and land cover data are needed to evaluate and verify the performance of MST assays and, therefore, to identify important sources of fecal contamination in environmental waters.
authors.affiliation: School of Energy, Environmental, Biological & Medical Engineering, University of Cincinnati, Cincinnati, Ohio 45221, United States.
authors.forename: Justin R
authors.initials: JR
authors.lastname: Jent
authors.forename: Hodon
authors.initials: H
authors.lastname: Ryu
authors.forename: Carlos
authors.initials: C
authors.lastname: Toledo-Hernández
authors.forename: Jorge W
authors.initials: JW
authors.lastname: Santo Domingo
authors.forename: Lilit
authors.initials: L
authors.lastname: Yeghiazarian
mesh_terms: D000818:Animals; D002417:Cattle; D004269:DNA, Bacterial / Q000032:analysis; D004784:Environmental Monitoring / Q000379:methods*; D005243:Feces / Q000382:microbiology*; D005618:Fresh Water / Q000032:analysis / Q000382:microbiology; D006801:Humans; D011647:Puerto Rico; D014329:Tropical Climate; D064091:Waste Disposal Facilities; D014865:Waste Disposal, Fluid; D014876:Water Pollution / Q000032:analysis*
chemical_list: D004269:DNA, Bacterial