Jang Cheng-Shin, Liang Ching-Ping
Department of Leisure and Recreation Management, Kainan University, Taoyuan City 338, Taiwan E-mail:
Department of Nursing, Fooyin University, Kaohsiung City 831, Taiwan.
Water Sci Technol. 2018 Jan;77(1-2):534-547. doi: 10.2166/wst.2017.571.
Taiwan is surrounded by oceans, and therefore numerous pleasure beaches attract millions of tourists annually to participate in recreational swimming activities. However, impaired water quality because of fecal pollution poses a potential threat to the tourists' health. This study probabilistically characterized the health risks associated with recreational swimming engendered by waterborne enterococci at 13 Taiwanese beaches by using quantitative microbial risk assessment. First, data on enterococci concentrations at coastal beaches monitored by the Taiwan Environmental Protection Administration were reproduced using nonparametric Monte Carlo simulation (MCS). The ingestion volumes of recreational swimming based on uniform and gamma distributions were subsequently determined using MCS. Finally, after the distribution combination of the two parameters, the beta-Poisson dose-response function was employed to quantitatively estimate health risks to recreational swimmers. Moreover, various levels of risk to recreational swimmers were classified and spatially mapped to explore feasible recreational and environmental management strategies at the beaches. The study results revealed that although the health risks associated with recreational swimming did not exceed an acceptable benchmark of 0.019 illnesses daily at all beaches, they approached to this benchmark at certain beaches. Beaches with relatively high risks are located in Northwestern Taiwan owing to the current movements.
台湾四面环海,因此众多的休闲海滩每年吸引着数百万游客参与娱乐性游泳活动。然而,粪便污染导致的水质受损对游客健康构成了潜在威胁。本研究通过定量微生物风险评估,对台湾13个海滩因水性肠球菌引发的娱乐性游泳相关健康风险进行了概率性表征。首先,利用非参数蒙特卡洛模拟(MCS)重现了台湾环境保护局监测的沿海海滩肠球菌浓度数据。随后使用MCS确定基于均匀分布和伽马分布的娱乐性游泳摄入量。最后,在两个参数的分布组合之后,采用β-泊松剂量反应函数定量估计娱乐性游泳者的健康风险。此外,对娱乐性游泳者的不同风险水平进行了分类并绘制了空间分布图,以探索海滩可行的娱乐和环境管理策略。研究结果表明,尽管所有海滩与娱乐性游泳相关的健康风险均未超过每日0.019例疾病的可接受基准,但在某些海滩接近该基准。由于水流运动,风险相对较高的海滩位于台湾西北部。