Kulinkina Alexandra V, Plummer Jeanine D, Chui Kenneth K H, Kosinski Karen C, Adomako-Adjei Theodora, Egorov Andrey I, Naumova Elena N
Tufts University School of Engineering, Medford, MA, USA.
Water Quality & Treatment Solutions, Inc., Brookfield, MA, USA.
Int J Hyg Environ Health. 2017 Aug;220(6):990-997. doi: 10.1016/j.ijheh.2017.05.008. Epub 2017 May 22.
Rural Ghanaian communities continue using microbiologically contaminated surface water sources due in part to undesirable organoleptic characteristics of groundwater from boreholes. Our objective was to identify thresholds of physical and chemical parameters associated with consumer complaints related to groundwater. Water samples from 94 boreholes in the dry season and 68 boreholes in the rainy season were analyzed for 18 parameters. Interviews of consumers were conducted at each borehole regarding five commonly expressed water quality problems (salty taste, presence of particles, unfavorable scent, oily sheen formation on the water surface, and staining of starchy foods during cooking). Threshold levels of water quality parameters predictive of complaints were determined using the Youden index maximizing the sum of sensitivity and specificity. The probability of complaints at various parameter concentrations was estimated using logistic regression. Exceedances of WHO guidelines were detected for pH, turbidity, chloride, iron, and manganese. Concentrations of total dissolved solids (TDS) above 172mg/L were associated with salty taste complaints. Although the WHO guideline is 1000mg/L, even at half the guideline, the likelihood of salty taste complaint was 75%. Iron concentrations above 0.11, 0.14 and 0.43mg/L (WHO guideline value 0.3mg/L) were associated with complaints of unfavorable scent, oily sheen, and food staining, respectively. Iron and TDS concentrations exhibited strong spatial clustering associated with specific geological formations. Improved groundwater sources in rural African communities that technically meet WHO water quality guidelines may be underutilized in preference of unimproved sources for drinking and domestic uses, compromising human health and sustainability of improved water infrastructure.
加纳农村社区继续使用受微生物污染的地表水源,部分原因是钻孔地下水存在不良的感官特性。我们的目标是确定与消费者对地下水投诉相关的物理和化学参数阈值。对旱季94个钻孔和雨季68个钻孔的水样进行了18项参数分析。在每个钻孔处对消费者进行访谈,了解五个常见的水质问题(咸味、有颗粒、气味不佳、水面形成油光、烹饪时淀粉类食物染色)。使用尤登指数确定预测投诉的水质参数阈值水平,该指数能使灵敏度和特异性之和最大化。使用逻辑回归估计不同参数浓度下投诉的概率。检测到pH值、浊度、氯化物、铁和锰超过了世界卫生组织的指导标准。总溶解固体(TDS)浓度高于172mg/L与咸味投诉相关。尽管世界卫生组织的指导标准是1000mg/L,但即使是该标准的一半,出现咸味投诉的可能性也有75%。铁浓度分别高于0.11mg/L、0.14mg/L和0.43mg/L(世界卫生组织指导值0.3mg/L)时,分别与气味不佳、油光和食物染色投诉相关。铁和TDS浓度呈现出与特定地质构造相关的强烈空间聚类。非洲农村社区中技术上符合世界卫生组织水质标准的改良地下水源,可能因优先选择未改良的水源用于饮用和家庭用途而未得到充分利用,这损害了人类健康和改良水基础设施的可持续性。