ArticlePLoS medicine2018
Hydrometeorology and flood pulse dynamics drive diarrheal disease outbreaks and increase vulnerability to climate change in surface-water-dependent populations: A retrospective analysis.
Article in PLoS medicine, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers, 3 of them syntheses that pooled it.
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Who cites it
29 citing papers in PubMed, 3 syntheses or guidelines pooled it, 62 citations in OpenAlex.
- Floods and diarrheal morbidity: Evidence on the relationship, effect modifiers, and attributable risk from Sichuan Province, China.Journal of global health · 2022Pooled it
- Understanding the Impact of Rainfall on Diarrhea: Testing the Concentration-Dilution Hypothesis Using a Systematic Review and Meta-Analysis.Environmental health perspectives · 2020Pooled it
- Climate and climate-sensitive diseases in semi-arid regions: a systematic review.International journal of public health · 2020Pooled it
- The role of embedded Non-Governmental Organisations and other stakeholders in building resilience to cyclone-related crises in Madagascar: a qualitative study.BMC global and public health · 2026Article
- Time-Series Analysis and Age-Stratified Forecasting of Diarrheal Disease in Rwanda Using SARIMA Models.Tropical medicine and infectious disease · 2026Article
- Water Quality Index: Physicochemical and Microbiological Risk Assessment of Drinking Water in Maya City, Eastern Ethiopia.Environmental health insights · 2026Article
- Climate Change and the Rise of Emerging and Re-Emerging Infectious Diseases in Africa: A Literature Review.International journal of environmental research and public health · 2025Review
- Radar versus optical: The impact of cloud cover when mapping seasonal surface water for health applications in monsoon-affected India.PloS one · 2025Article
- Assessing Sub-Saharan Africa's readiness to address the impact of climate change and health: A scoping review.PloS one · 2025Article
- Article
- El Niño southern oscillation, weather patterns, and bacillary dysentery in the Yangtze River Basin, China.Global health research and policy · 2024Article
- Climate-related health impact indicators for public health surveillance in a changing climate: a systematic review and local suitability analysis.Lancet regional health. Americas · 2024Review
- The mediatory role of water quality on the association between extreme precipitation events and infectious diarrhea in the Yangtze River Basin, China.Fundamental research · 2024Article
- Impressive pan-genomic diversity ofiScience · 2024Article
- Prevalence of diarrheal disease and associated factors among under-five children in flood-prone settlements of Northwest Ethiopia: A cross-sectional community-based study.Frontiers in pediatrics · 2023Article
- Assessment of awareness and knowledge of schistosomiasis among school-aged children (6-13 years) in the Okavango Delta, Botswana.Global health research and policy · 2022Article
- Associations between long-term drought and diarrhea among children under five in low- and middle-income countries.Nature communications · 2022Article
- Taxonomy for citizen actions on public health and climate change: a proposal.Revista de saude publica · 2022Article
- Human-mediated impacts on biodiversity and the consequences for zoonotic disease spillover.Current biology : CB · 2021Review
- Tracking Fecal Bacterial Dispersion from Municipal Wastewater to Peri-Urban Farms during Monsoon Rains in Hue City, Vietnam.International journal of environmental research and public health · 2021Article
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Authors and funding
3 authors at 2 institutions in 1 country.
Funding
Abstract
backgroundThe impacts of climate change on surface water, waterborne disease, and human health remain a growing area of concern, particularly in Africa, where diarrheal disease is one of the most important health threats to children under 5 years of age. Little is known about the role of surface water and annual flood dynamics (flood pulse) on waterborne disease and human health nor about the expected impact of climate change on surface-water-dependent populations. METHODS AND
findingsUsing the Chobe River in northern Botswana, a flood pulse river-floodplain system, we applied multimodel inference approaches assessing the influence of river height, water quality (bimonthly counts of Escherichia coli and total suspended solids [TSS], 2011-2017), and meteorological variability on weekly diarrheal case reports among children under 5 presenting to health facilities (n = 10 health facilities, January 2007-June 2017). We assessed diarrheal cases by clinical characteristics and season across age groups using monthly outpatient data (January 1998-June 2017). A strong seasonal pattern was identified, with 2 outbreaks occurring regularly in the wet and dry seasons. The timing of outbreaks diverged from that at the level of the country, where surface water is largely absent. Across age groups, the number of diarrheal cases was greater, on average, during the dry season. Demographic and clinical characteristics varied by season, underscoring the importance of environmental drivers. In the wet season, rainfall (8-week lag) had a significant influence on under-5 diarrhea, with a 10-mm increase in rainfall associated with an estimated 6.5% rise in the number of cases. Rainfall, minimum temperature, and river height were predictive of E. coli concentration, and increases in E. coli in the river were positively associated with diarrheal cases. In the dry season, river height (1-week lag) and maximum temperature (1- and 4-week lag) were significantly associated with diarrheal cases. During this period, a 1-meter drop in river height corresponded to an estimated 16.7% and 16.1% increase in reported diarrhea with a 1- and 4-week lag, respectively. In this region, as floodwaters receded from the surrounding floodplains, TSS levels increased and were positively associated with diarrheal cases (0- and 3-week lag). Populations living in this region utilized improved water sources, suggesting that hydrological variability and rapid water quality shifts in surface waters may compromise water treatment processes. Limitations include the potential influence of health beliefs and health seeking behaviors on data obtained through passive surveillance.
conclusionsIn flood pulse river-floodplain systems, hydrology and water quality dynamics can be highly variable, potentially impacting conventional water treatment facilities and the production of safe drinking water. In Southern Africa, climate change is predicted to intensify hydrological variability and the frequency of extreme weather events, amplifying the public health threat of waterborne disease in surface-water-dependent populations. Water sector development should be prioritized with urgency, incorporating technologies that are robust to local environmental conditions and expected climate-driven impacts. In populations with high HIV burdens, expansion of diarrheal disease surveillance and intervention strategies may also be needed. As annual flood pulse processes are predominantly influenced by climate controls in distant regions, country-level data may be inadequate to refine predictions of climate-health interactions in these systems.
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