title: Characterizing spatial structure of sediment E. coli populations to inform sampling design.
abstract: Escherichia coli can persist in streambed sediments and influence water quality monitoring programs through their resuspension into overlying waters. This study examined the spatial patterns in E. coli concentration and population structure within streambed morphological features during baseflow and following stormflow to inform sampling strategies for representative characterization of E. coli populations within a stream reach. E. coli concentrations in bed sediments were significantly different (p = 0.002) among monitoring sites during baseflow, and significant interactive effects (p = 0.002) occurred among monitoring sites and morphological features following stormflow. Least absolute shrinkage and selection operator (LASSO) regression revealed that water velocity and effective particle size (D 10) explained E. coli concentration during baseflow, whereas sediment organic carbon, water velocity and median particle diameter (D 50) were important explanatory variables following stormflow. Principle Coordinate Analysis illustrated the site-scale differences in sediment E. coli populations between disconnected stream segments. Also, E. coli populations were similar among depositional features within a reach, but differed in relation to high velocity features (e.g., riffles). Canonical correspondence analysis resolved that E. coli population structure was primarily explained by spatial (26.9–31.7 %) over environmental variables (9.2–13.1 %). Spatial autocorrelation existed among monitoring sites and morphological features for both sampling events, and gradients in mean particle diameter and water velocity influenced E. coli population structure for the baseflow and stormflow sampling events, respectively. Representative characterization of streambed E. coli requires sampling of depositional and high velocity environments to accommodate strain selectivity among these features owing to sediment and water velocity heterogeneity.
authors: Gregory S
authors: GS
authors: Piorkowski
authors: Rob C
authors: RC
authors: Jamieson
authors: Lisbeth Truelstrup
authors: LT
authors: Hansen
authors: Greg S
authors: GS
authors: Bezanson
authors: Chris K
authors: CK
authors: Yost
mesh_terms: D004784:Environmental Monitoring; D004926:Escherichia coli / Q000145:classification / Q000254:growth & development*; D019015:Geologic Sediments / Q000737:chemistry / Q000382:microbiology*; D045483:Rivers / Q000737:chemistry* / Q000382:microbiology; D014871:Water Microbiology
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