The Association Between Rainfall, Temperature, and Reported Drinking Water Source: A Multi-Country Analysis.
Author
Buchwald, Andrea GThomas, Evan
Karnauskas, Kristopher B
Grover, Elise
Kotloff, Karen
Carlton, Elizabeth J
Date
2022-11-01Journal
GeoHealthType
Article
Metadata
Show full item recordAbstract
Climate change may alter access to safe drinking water, with important implications for health. We assessed the relationship between temperature and rainfall and utilization of basic drinking water (BDW) in The Gambia, Mozambique, Pakistan, and Kenya. The outcomes of interest were (a) whether the reported drinking water source used in the past 2 weeks met the World Health Organization definition of BDW and (b) use of a BDW source that was always available. Temperature and precipitation data were compiled from weather stations and satellite data and summarized to account for long- and short-term weather patterns and lags. We utilized random forests and logistic regression to identify key weather variables that predicted outcomes by site and the association between important weather variables and BDW use. Higher temperatures were associated with decreased BDW use at three of four sites and decreased use of BDW that is always available at all four sites. Increasing rainfall, both in the long- and short-term, was associated with increased BDW use in three sites. We found evidence for interactions between household wealth and weather variables at two sites, suggesting lower wealth populations may be more sensitive to weather-driven changes in water access. Changes in temperature and precipitation can alter safe water use in low-resource settings-investigating drivers for these relationships can inform efforts to build climate resilience.Data Availibility
All data used for this research is publicly available. GEMS data: WASH variables obtained for GEMS participants obtained from https://l2.clinepidb.org/ce.legacy/app/record/dataset/DS_841a9f5259. Data is available for download on request (Gates Enterics Project, 2018). CHIRPS data: precipitation data come the Climate Hazards Group InfraRed Precipitation with Station data (Climate Hazards Center, 2017). Data is available for download without conditions at https://www.chc.ucsb.edu/data/chirps. Weather Station data: temperature data used for this study come from Climate Data Online (NOAA, 2022). Data can be downloaded without restrictions at https:// www.ncdc.noaa.gov/cdo-web/.Data / Code Location
https://l2.clinepidb.org/ce.legacy/app/record/dataset/DS_841a9f5259; https://www.chc.ucsb.edu/data/chirps; https://www.ncdc.noaa.gov/cdo-web/Rights/Terms
© 2022 The Authors. GeoHealth published by Wiley Periodicals LLC on behalf of American Geophysical Union.Identifier to cite or link to this item
http://hdl.handle.net/10713/20189ae974a485f413a2113503eed53cd6c53
10.1029/2022GH000605
Scopus Count
Collections
Related articles
- Infrastructure alone cannot ensure resilience to weather events in drinking water supplies.
- Authors: Charles KJ, Howard G, Villalobos Prats E, Gruber J, Alam S, Alamgir ASM, Baidya M, Flora MS, Haque F, Hassan SMQ, Islam S, Lazaro A, Lwetoijera DW, Mahmud SG, Mahmud ZH, Matwewe F, Pasa K, Rahman M, Reza AAS, Selimuzzaman M, Sharif AR, Sharma S, Thomas JM, Campbell-Lendrum D
- Issue date: 2022 Mar 20
- Hydrometeorology and flood pulse dynamics drive diarrheal disease outbreaks and increase vulnerability to climate change in surface-water-dependent populations: A retrospective analysis.
- Authors: Alexander KA, Heaney AK, Shaman J
- Issue date: 2018 Nov
- Precipitation effects on microbial pollution in a river: lag structures and seasonal effect modification.
- Authors: Tornevi A, Bergstedt O, Forsberg B
- Issue date: 2014
- Needing a drink: Rainfall and temperature drive the use of free water by a threatened arboreal folivore.
- Authors: Mella VSA, McArthur C, Krockenberger MB, Frend R, Crowther MS
- Issue date: 2019
- Weather effects on birds of different size are mediated by long-term climate and vegetation type in endangered temperate woodlands.
- Authors: Lindenmayer DB, Lane P, Crane M, Florance D, Foster CN, Ikin K, Michael D, Sato CF, Scheele BC, Westgate MJ
- Issue date: 2019 Feb