•  
  •  
 

Applied Environmental Research

Publication Date

2026

Abstract

In this study, the physicochemical properties of wastewater were characterized, and a quantitative microbial risk assessment (QMRA) of E. coli was conducted in the wastewater treatment system of the Faculty of Science and Technology, Valaya Alongkorn Rajabhat University, under the Royal Patronage, Pathum Thani, Thailand (VRU-SciTech). This study was conducted because the current water-quality assessment does not include the QMRA or evaluate the occupa-tional and incidental public risk of infection. Over a one-year monitoring period, this study quantified wastewater generation (~6.09 L person-1 day-1; ~3.21 × 103 m3 year-1) and analyzed its physicochemical parameters and E. coli concentrations. High concentrations of nitrate, orthophosphate, BOD5, and COD were observed during the summer. Using a β-Poisson dose–response model, the probability of infection from a single unintentional ingestion was quantified from the influent and effluents of VRU-WWTP and Chiang Rak Noi Canal. The QMRA exposure scenarios represent occupational exposure (e.g., wastewater operators and maintenance staff) and incidental environmental contact (e.g., students, staff, and canal users). The infection risk of the 1 mL sample ranged from 4.92 to 88.08%, and that of the 100 mL sample ranged from 64.68 to 98.65%. These results indicate significant health risks associated with repeated contact with E. coli-contaminated water. The estimated annual infection probabilities exceeded the commonly referenced tolerable risk levels proposed by the World Health Organization (WHO). There is an urgent need for improved wastewater manage-ment and microbial risk-based monitoring to reduce human health risks.

DOI

10.35762/AER.2026025

First Page

1

Last Page

9

Share

COinS
 
 

To view the content in your browser, please download Adobe Reader or, alternately,
you may Download the file to your hard drive.

NOTE: The latest versions of Adobe Reader do not support viewing PDF files within Firefox on Mac OS and if you are using a modern (Intel) Mac, there is no official plugin for viewing PDF files within the browser window.