Quantitative microbial risk assessment for spray irrigation of dairy manure based on an empirical fate and transport model
Environmental Health Perspectives
- Tucker R Burch, Susan K. Spencer, Joel Stokdyk, Burney A Kieke, Rebecca A Larson, Aaron Firnstahl, Ana M Rule, and Mark A. Borchardt
BACKGROUND: Spray irrigation for land-applying livestock manure is increasing in the United States as farms become larger and economies of scale make manure irrigation aﬀordable. Human health risks from exposure to zoonotic pathogens aerosolized during manure irrigation are not well understood.
OBJECTIVES: We aimed to a) estimate human health risks due to aerosolized zoonotic pathogens downwind of spray-irrigated dairy manure; and b) determine which factors (e.g., distance, weather conditions) have the greatest inﬂuence on risk estimates.
METHODS: We sampled downwind air concentrations of manure-borne fecal indicators and zoonotic pathogens during 21 full-scale dairy manure irri- gation events at three farms. We ﬁt these data to hierarchical empirical models and used model outputs in a quantitative microbial risk assessment (QMRA) to estimate risk [probability of acute gastrointestinal illness (AGI)] for individuals exposed to spray-irrigated dairy manure containing Campylobacter jejuni, enterohemorrhagic Escherichia coli (EHEC), or Salmonella spp.
RESULTS: Median risk estimates from Monte Carlo simulations ranged from 10−5 to 10−2 and decreased with distance from the source. Risk estimates for Salmonella or EHEC-related AGI were most sensitive to the assumed level of pathogen prevalence in dairy manure, while risk estimates for C. jejuni were not sensitive to any single variable. Airborne microbe concentrations were negatively associated with distance and positively associated with wind speed, both of which were retained in models as a signiﬁcant predictor more often than relative humidity, solar irradiation, or temperature.
CONCLUSIONS: Our model-based estimates suggest that reducing pathogen prevalence and concentration in source manure would reduce the risk of AGI from exposure to manure irrigation, and that increasing the distance from irrigated manure (i.e., setbacks) and limiting irrigation to times of low wind speed may also reduce risk.
Additional publication details
- Publication type:
- Publication Subtype:
- Journal Article
- Quantitative microbial risk assessment for spray irrigation of dairy manure based on an empirical fate and transport model
- Series title:
- Environmental Health Perspectives
- Year Published:
- U.S. Department of Health and Human Services
- Contributing office(s):
- Wisconsin Water Science Center
- Article 087009; 11 p.
- First page:
- Last page:
- United States