Manley Cherrel K, Spaur Maya, Madrigal Jessica M, Fisher Jared A, Jones Rena R, Parks Christine G, Hofmann Jonathan N, Sandler Dale P, Beane Freeman Laura, Ward Mary H
Occupational and Environmental Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, Maryland.
Department of Environmental Health Sciences, Columbia University Mailman School of Public Health, New York City, New York.
Environ Epidemiol. 2022 May 25;6(3):e210. doi: 10.1097/EE9.0000000000000210. eCollection 2022 Jun.
We describe drinking water sources and water quality for a large agricultural cohort. We used questionnaire data from the Agricultural Health Study (N = 89,655), a cohort of licensed pesticide applicators and their spouses in Iowa (IA) and North Carolina (NC), to ascertain drinking water source at enrollment (1993-1997). For users of public water supplies (PWS), we linked participants' geocoded addresses to contaminant monitoring data [five haloacetic acids (HAA5), total trihalomethanes (TTHM), and nitrate-nitrogen (NO-N)]. We estimated private well nitrate levels using random forest models accounting for well depth, soil characteristics, nitrogen inputs, and other predictors. We assigned drinking water source for 84% (N = 74,919) of participants. Among these, 69% of IA and 75% of NC participants used private wells; 27% in IA and 21% in NC used PWS. Median PWS nitrate concentrations (NO-N) were higher in IA [0.9 mg/L, interquartile range (IQR): 0.4-3.1 mg/L] than NC (0.1 mg/L, IQR: 0.1-0.2 mg/L), while median HAA5 and TTHM concentrations were higher in NC (HAA5: 11.9 µg/L, IQR: 5.5-33.4 µg/L; TTHM: 37.7 µg/L, IQR: 10.7-54.7 µg/L) than IA (HAA5: 5.0 µg/L, IQR: 3.7-10.7 µg/L; TTHM: 13.0 µg/L, IQR: 4.2-32.4 µg/L). Private well nitrate concentrations in IA (1.5 mg/L, IQR: 0.8-4.9 mg/L) and NC (1.9 mg/L, IQR: 1.4-2.5 mg/L) were higher than PWS. More private wells in IA (12%) exceeded 10 mg/L NO-N (regulatory limit for PWS) than NC (<1%). Due to the proximity of their drinking water sources to farms, agricultural communities may be exposed to elevated nitrate levels.
我们描述了一个大型农业队列的饮用水水源和水质情况。我们使用了农业健康研究(样本量N = 89,655)中的问卷数据,该队列由爱荷华州(IA)和北卡罗来纳州(NC)的持牌农药施用者及其配偶组成,以确定入组时(1993 - 1997年)的饮用水水源。对于公共供水系统(PWS)的用户,我们将参与者的地理编码地址与污染物监测数据[五种卤乙酸(HAA5)、总三卤甲烷(TTHM)和硝酸盐氮(NO - N)]进行了关联。我们使用随机森林模型估算私人井水的硝酸盐水平,该模型考虑了井深、土壤特性、氮输入及其他预测因素。我们为84%(N = 74,919)的参与者确定了饮用水水源。其中,IA的69%和NC的75%的参与者使用私人井水;IA的27%和NC的21%使用公共供水系统。IA公共供水系统中硝酸盐(NO - N)的中位数浓度[0.9毫克/升,四分位间距(IQR):0.4 - 3.1毫克/升]高于NC(0.1毫克/升,IQR:0.1 - 0.2毫克/升),而NC的卤乙酸(HAA5)和总三卤甲烷(TTHM)的中位数浓度(HAA5:11.9微克/升;IQR:5.5 - 33.4微克/升;TTHM:37.7微克/升,IQR:10.7 - 54.7微克/升)高于IA(HAA5:5.0微克/升,IQR:3.7 - 10.7微克/升;TTHM:13.0微克/升,IQR:4.2 - 32.4微克/升)。IA(1.5毫克/升,IQR:0.8 - 4.9毫克/升)和NC(1.9毫克/升,IQR:1.4 - 2.5毫克/升)私人井水中的硝酸盐浓度高于公共供水系统。IA超过10毫克/升NO - N(公共供水系统的监管限值)的私人井(12%)比NC(<1%)更多。由于农业社区的饮用水水源靠近农场,他们可能会接触到更高水平的硝酸盐。