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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. © 2024 American Chemical Society.
| Original language | English |
|---|---|
| Pages (from-to) | 21002-21014 |
| Journal | Environmental Science and Technology |
| Volume | 58 |
| Issue number | 47 |
| Online published | 13 Nov 2024 |
| DOIs | |
| Publication status | Published - 26 Nov 2024 |
Funding
This work was supported by the Hong Kong Research GrantsCouncil (no. T21-604/19-R) and the Hong Kong Innovationand Technology Commission (no. ITC-CNERC14EG03).
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
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SDG 3 Good Health and Well-being
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SDG 6 Clean Water and Sanitation
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SDG 9 Industry, Innovation, and Infrastructure
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SDG 11 Sustainable Cities and Communities
Research Keywords
- global scale
- groundwater
- population risks
- random forest
- sulfate exceedance
RGC Funding Information
- RGC-funded
Policy Impact
- Cited in Policy Documents
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Dive into the research topics of 'Understanding the Global Distribution of Groundwater Sulfate and Assessing Population at Risk'. Together they form a unique fingerprint.Projects
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TBRS-ExtU-Lead: A Paradigm-shifting, Fully-integrated, Compact Wastewater-to-resource Facility (WWRF)
CHEN, G. (Main Project Coordinator [External]), CHEN, G. (Principal Investigator / Project Coordinator), AN, K. J. A. (Co-Investigator), CHEUNG, P.C.-K. (Co-Investigator), EKAMA, G. A. (Co-Investigator), SHANG, C. (Co-Investigator), VAN LOOSDRECHT, M. (Co-Investigator), WANG, W. (Co-Investigator), Wu, D. (Co-Investigator) & Zhang, T. (Co-Investigator)
1/01/20 → …
Project: Research
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