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USGS Publications Warehouse

Neutron scattering reveals fractionation of natural gas mixtures in unconventional petroleum reservoir pores: Perspectives on energy resource recovery and storage Summaries of goals, actions, and information needs by management entity Spawning habitat suitability models for Lake Erie cisco (Coregonus artedi) during the historical period of pre- and post-population declines 1877–1957 Inland recreational fisheries harvest far exceeds reported inland harvest in the United States Abundance and movement patterns of fish accessing a reconnected Lake Erie coastal wetland: Insights from high-resolution sonar data Ecology of Lake Erie – Wetlands and lake-wide planktonic communities: A synthesis The WOAH global wildlife health collaborating centre network (WOAH-WildNet): A coordinated and transformative approach to global wildlife health challenges Tsunami hazards posed by sublacustrine landslides in Lake Quinault, Washington State Detecting bumble bees in the wild using environmental DNA: Development and validation of a qPCR assay for the endangered Franklin’s bumble bee (Bombus franklini) Critical minerals in zinc ore—An update on Earth Mapping Resources Initiative Research in the Boulder Batholith region, Montana Computation of regional groundwater budgets for the Virginia Coastal Plain aquifer system Historical ice jams and associated environmental conditions on Osoyoos Lake A roadmap for implementing the Emergency Recovery Plan for freshwater biodiversity Arsenic and isotope concentrations in the lower Platte River valley of eastern Nebraska, early 1970s to 2023 Geochemical disequilibrium at the brittle-ductile transition Seabed maps showing topography, ruggedness, backscatter intensity, sediment mobility, and the distribution of geologic substrates in quadrangle 3 of the Stellwagen Bank National Marine Sanctuary region offshore of Boston, Massachusetts Co-occurrence of pesticides and pharmaceuticals and personal care products (PPCPs) across Zostera marina (common eelgrass) communities Range-wide relative abundance of the Appalachian grizzled skipper (<i>Pyrgus centaureae wyandot</i>) in the Eastern United States Geochemical, mineralogical, and isotopic evidence for multi-stage genesis of the Hicks Dome REE + Y-HFSE-fluorite deposit, Illinois, USA Status and trends of pelagic and benthic prey fish populations in Lake Michigan, 2025 Continuous and high-resolution longitudinal profiles of the water surface and riverbed elevation for 282 miles of the Colorado River from Lees Ferry to Pearce Ferry, Arizona, 2021 Biochar modulates the dynamics of legacy nutrients in enhancing soil health and crop productivity Tracking toxins: A pilot investigation of cyanotoxins in north-central Tennessee’s surface waters and wells Waves, watersheds, and sediment in a coral reef embayment: Towards parsimonious models of accumulation and composition High-resolution transboundary vegetation community maps of the Sonoran and Mojave Desert ecoregion to support critical landscape conservation planning and habitat management needs Rearing method has limited effect on post-release movement of reintroduced age-0 Lake Sturgeon Critical minerals memory match game Indicators of mercury concentration in Lake Trout: Can fish location and appearance provide information to anglers to reduce their exposure? Ecology of reintroduced Rocky Mountain bighorn sheep in Dinosaur National Monument Modeling the seasonality of wind-driven hydrocarbon waves in Titan’s polar lakes
Estimation, distribution, and development of a surrogate ...
Douglas B. Chambers · 2026-06-12 · via USGS Publications Warehouse

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Abstract

The New River Gorge National Park and Preserve in West Virginia receives more than 1 million visitors each year, many of whom come to enjoy the New River, which is known for its whitewater recreation. However, most of the tributaries within the New River Gorge are impaired by fecal-coliform bacteria, which are at concentrations that may exceed recreational-contact standards, posing a potential health risk to the public and, therefore, creating a need to better understand the spatial and temporal distribution of fecal-coliform bacteria and to communicate this information to park visitors.

Concentrations of Escherichia coli, a species of fecal-coliform bacteria, were monitored in the New River and selected tributaries from October 2021 through September 2023, with emphasis placed on the primary recreational-contact season from May through October. Composite and cross-sectional water samples were taken from three U.S. Geological Survey (USGS) monitoring locations: the New River at Highway 41 at Prince, West Virginia (USGS 03184905), New River at Thurmond, West Virginia (USGS 03185400; hereafter, Thurmond), and New River at Fayette, West Virginia (USGS 03186000). Periodic longitudinal transects included water samples collected below seven major tributaries of the New River within the gorge. Water-quality parameters, including water temperature, pH, specific conductance, dissolved oxygen, and turbidity, were recorded with each E. coli water sample.

During the 2 years of sampling, E. coli concentrations in samples collected from the New River ranged from less than 1 to 1,100 most probable number (MPN) per 100 milliliters (MPN/100 mL). The recreational-contact standard, which is based on the U.S. Environmental Protection Agency 90th-percentile statistical threshold value for E. coli concentrations (320 MPN/100 mL), was exceeded in 11 of the 110 samples collected from the New River during this study. Water-quality parameter measurements and E. coli concentrations in collected samples were generally consistent among USGS monitoring locations throughout the New River Gorge; however, storm events created notable exceptions because they increased tributary streamflow and E. coli concentrations in samples, particularly at the New River below Piney Creek at McCreery, West Virginia (USGS 03185208), and New River Below Arbuckle Creek at Thurmond, West Virginia (USGS 03185440), monitoring locations. Escherichia coli concentrations of cross-sectional samples tended to be consistent across the New River, except for a few nearshore samples.

Sample E. coli concentrations and corresponding measurements of continuous water-quality parameters, streamflow, and precipitation data from Thurmond and the Piney Creek at Raleigh, West Virginia (USGS 03185000; tributary to the New River) monitoring locations were evaluated for use in a near-real-time E. coli surrogate model. The antecedent mean 24-hour turbidity at Thurmond was selected as the best variable for a simple linear regression surrogate model for the log10 E. coli concentration in the New River and had an adjusted coefficient of determination of 0.556 and a p-value of less than 0.001. The regression equation surrogate model suggests that the recreational-contact standard is exceeded when the antecedent mean 24-hour turbidity at Thurmond is 23.6 formazin nephelometric units or higher (with a 95-percent confidence interval of 19.4–30.7 formazin nephelometric units). Evaluated against a turbidity duration curve, this standard is exceeded 7.5 percent of the time at Thurmond. This surrogate model could help New River Gorge National Park and Preserve staff provide near-real-time information about E. coli concentrations and related recreational-contact risks to the public.

Suggested Citation

Kearns, M.R., and Chambers, D.B., 2026, Estimation, distribution, and development of a surrogate model for Escherichia Coli in the New River, New River Gorge National Park and Preserve, West Virginia, 2021–23: U.S. Geological Survey Scientific Investigations Report 2026–5025, 32 p., https://doi.org/10.3133/sir20265025.

ISSN: 2328-0328 (online)

Table of Contents

  • Introduction
  • Methods of Data Collection and Analysis
  • Results and Discussion
  • Surrogate Water-Quality Model Used to Estimate E. coli Concentration
  • Summary
  • References Cited
Publication type Report
Publication Subtype USGS Numbered Series
Title Estimation, distribution, and development of a surrogate model for Escherichia Coli in the New River, New River Gorge National Park and Preserve, West Virginia, 2021–23
Series title Scientific Investigations Report
Series number 2026-5025
DOI 10.3133/sir20265025
Publication Date June 12, 2026
Year Published 2026
Language English
Publisher U.S. Geological Survey
Publisher location Reston VA
Contributing office(s) Virginia and West Virginia Water Science Center
Description Report: viii, 32 p.
Online Only (Y/N) Y
Additional Online Files (Y/N) N
Additional publication details