Turbidity and streamflow as real-time indicators of microbial risk for aquatic recreators

between 0.19 and 0.38, sensitivities between 6.8 and 68%), suggesting that turbidity and streamflow alone are likely insufficient for producing real-time predictions of risk at accuracy levels acceptable to stakeholders. Still, there may be utility in deploying similar models to describe a waterway's propensity to exceed E. coli thresholds over the course of several months or years and to prioritize improvement efforts.

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Publication Details

Journal
Environmental Monitoring and Assessment
Published
2026-04-28
DOI
https://doi.org/10.1007/s10661-026-15370-6
Primary Topic
Fecal contamination and water quality
Type
article
Field-Weighted Citation Impact
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article

Turbidity and streamflow as real-time indicators of microbial risk for aquatic recreators

Christopher S. Jones, Elliot Anderson, Claire E. Hruby
Environmental Monitoring and Assessment
Fecal contamination and water quality
article

Turbidity and streamflow as real-time indicators of microbial risk for aquatic recreators

Christopher S. Jones, Elliot Anderson, Claire E. Hruby
article en

Abstract

between 0.19 and 0.38, sensitivities between 6.8 and 68%), suggesting that turbidity and streamflow alone are likely insufficient for producing real-time predictions of risk at accuracy levels acceptable to stakeholders. Still, there may be utility in deploying similar models to describe a waterway's propensity to exceed E. coli thresholds over the course of several months or years and to prioritize improvement efforts.

Environmental Monitoring and AssessmentVol. 198(5)
University of Iowa (US), Iowa Department of Natural Resources (US), Drake University (US)
Clean water and sanitation
Openalex Percentile: Top 10%
Fecal contamination and water quality
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Turbidity and streamflow as real-time indicators of microbial risk for aquatic recreators — Christopher S. Jones, Elliot Anderson, et al. · Environmental Monitoring and Assessment (2026) | TGRS Research Map | TGRS