Correlation between microbial source tracking markers and pathogens at beaches and estuaries in southern California

Fecal indicator bacteria (FIB) have historically been used to assess public health risks associated with contact water recreation, and microbial source tracking (MST) has been introduced to distinguish human-associated fecal pollution from natural sources of animal feces. While MST can identify human-associated fecal pollution, without interpretation it cannot differentiate between small amounts of fresh fecal contamination and large amounts of decayed pollution, which can present vastly different health risks. This study examined the ratio of HF183 and pepper mild mottle virus (PMMoV) as an indicator of the age of fecal contamination. The correlation was also assessed between these two individual markers, the HF183:PMMoV ratio, and two enteric viruses, norovirus genogroup II (NoV GII) and human adenovirus (HAdV). A total of 364 samples were collected under varying weather conditions over two years at impacted and reference surface water sites in southern California, including estuaries and adjacent ocean locations. The mean concentrations of MST markers and enteric viruses were higher during the rainy season compared to the dry season, especially at the impacted sites. NoV GII showed seasonality with higher detections and concentrations during the rainy season, while HAdV did not show such seasonal trends. The HF183:PMMoV ratio demonstrated a stronger correlation with enteric viruses than either marker alone, but when seasonal and weather effects were factored out, the HF183:PMMoV ratio and PMMoV had a stronger relationship with the concentration of enteric viruses. The results of this study indicate that the HF183:PMMoV ratio is a more reliable indicator of human fecal pathogens than the two individual markers by themselves. SYNOPSIS: The HF183:PMMoV ratio is a reliable and robust indicator for recreational water quality.

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Publication Details

Journal
The Science of The Total Environment
Published
2026-06-26
DOI
https://doi.org/10.1016/j.scitotenv.2026.181970
Primary Topic
Fecal contamination and water quality
Type
article
Field-Weighted Citation Impact
0.00

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article

Correlation between microbial source tracking markers and pathogens at beaches and estuaries in southern California

E Chang, Maryam Fani, Deborah Woodward, Nicholas Hernandez et al.
The Science of The Total Environment
Fecal contamination and water quality
article

Correlation between microbial source tracking markers and pathogens at beaches and estuaries in southern California

E Chang, Maryam Fani, Deborah Woodward, Nicholas Hernandez, Matthew E. Verbyla, Chad Loflen
article en

Abstract

Fecal indicator bacteria (FIB) have historically been used to assess public health risks associated with contact water recreation, and microbial source tracking (MST) has been introduced to distinguish human-associated fecal pollution from natural sources of animal feces. While MST can identify human-associated fecal pollution, without interpretation it cannot differentiate between small amounts of fresh fecal contamination and large amounts of decayed pollution, which can present vastly different health risks. This study examined the ratio of HF183 and pepper mild mottle virus (PMMoV) as an indicator of the age of fecal contamination. The correlation was also assessed between these two individual markers, the HF183:PMMoV ratio, and two enteric viruses, norovirus genogroup II (NoV GII) and human adenovirus (HAdV). A total of 364 samples were collected under varying weather conditions over two years at impacted and reference surface water sites in southern California, including estuaries and adjacent ocean locations. The mean concentrations of MST markers and enteric viruses were higher during the rainy season compared to the dry season, especially at the impacted sites. NoV GII showed seasonality with higher detections and concentrations during the rainy season, while HAdV did not show such seasonal trends. The HF183:PMMoV ratio demonstrated a stronger correlation with enteric viruses than either marker alone, but when seasonal and weather effects were factored out, the HF183:PMMoV ratio and PMMoV had a stronger relationship with the concentration of enteric viruses. The results of this study indicate that the HF183:PMMoV ratio is a more reliable indicator of human fecal pathogens than the two individual markers by themselves. SYNOPSIS: The HF183:PMMoV ratio is a reliable and robust indicator for recreational water quality.

The Science of The Total EnvironmentVol. 1046
University of San Diego (US), San Diego State University (US), University of California San Diego (US), California Environmental Protection Agency (US)
California State Water Resources Control Board
Life below water
Openalex Percentile: Top 13%
Fecal contamination and water quality
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