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了解地下水硫酸盐的全球分布并评估风险人群。

Understanding the Global Distribution of Groundwater Sulfate and Assessing Population at Risk.

机构信息

Department of Civil and Environmental Engineering, The Hong Kong University of Science and Technology, Hong Kong 999077, China.

Chinese National Engineering Research Center for Control & Treatment of Heavy Metal Pollution (Hong Kong Branch), The Hong Kong University of Science and Technology, Hong Kong 999077, China.

出版信息

Environ Sci Technol. 2024 Nov 26;58(47):21002-21014. doi: 10.1021/acs.est.4c10318. Epub 2024 Nov 13.

Abstract

Besides sulfate-induced diarrhea, recent studies have emphasized that groundwater sulfate drives the release of arsenic in groundwater and accelerates water pipeline corrosion. Despite its impact on public health and urban infrastructure, sulfate has been overlooked in water supply research. Here, we used a random forest model to develop a 1 km global map depicting the probability of sulfate exceeding 250 mg/L in groundwater based on the World Health Organization's guidelines. The map was further applied to estimate the exposed population and identify contributors of sulfate exceedance in global hotspot regions. The results revealed that sulfate exceedance in groundwater was widespread in 156 countries. Approximately 194 million people use water with sulfate levels exceeding 250 mg/L. Among them, around 17 million people face groundwater sulfate concentrations surpassing 500 mg/L, with 82% of these individuals residing in ten specific countries. Contributing factor analysis in these countries indicates that annual precipitation and sedimentary rocks are the primary factors contributing to sulfate concentration prediction, while other natural and anthropogenic predictors exhibit region-specific impact patterns. This study uncovered a significant prevalence of elevated sulfate levels in groundwater, highlighting the need to integrate sulfate into water safety management practices.

摘要

除了硫酸盐引起的腹泻,最近的研究还强调了地下水硫酸盐会促使砷从地下水中释放出来,并加速供水管线的腐蚀。尽管硫酸盐对公共健康和城市基础设施有影响,但在供水研究中却被忽视了。在这里,我们使用随机森林模型,根据世界卫生组织的指导方针,开发了一个全球 1 公里的地图,描绘了地下水中硫酸盐超过 250 毫克/升的概率。该地图进一步用于估计全球热点地区暴露人口和确定硫酸盐超标来源。结果表明,在 156 个国家中,地下水硫酸盐超标普遍存在。约有 1.94 亿人使用硫酸盐含量超过 250 毫克/升的水。其中,约有 1700 万人面临地下水硫酸盐浓度超过 500 毫克/升的问题,其中 82%的人居住在 10 个特定国家。这些国家的贡献因素分析表明,年降水量和沉积岩是影响硫酸盐浓度预测的主要因素,而其他自然和人为预测因素则表现出特定区域的影响模式。这项研究揭示了地下水中硫酸盐含量升高的显著普遍性,强调了将硫酸盐纳入水安全管理实践的必要性。

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