Intergovernmental Panel on Climate Change (IPCC), 2014. Climate Change 2014: Impacts, Adaptation, and Vulnerability. Part A: Global and Sectoral Aspects. Contribution of Working Group II to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge, UK and New York, NY: Cambridge University Press, 1132.
World Health Organization (WHO), 2014. Progress on Drinking Water and Sanitation, 2014 Update. Geneva, Switzerland: WHO.
Joyce RJ, Janowiak JE, Arkin PA, Xie PP, 2004. CMORPH: a method that produces global precipitation estimates from passive microwave and infrared data at high spatial and temporal resolution. J Hydrometeorol 5: 487–503.
Eisenhauer IF, Celada M, Carlton EJ, 2016. In search of safe and sufficient water: a portrait of household wells in rural Guatemala. Int J Epidemiol doi:10.1093/ije/dyw026.
World Health Organization (WHO), 2011. Guidelines for Drinking-Water Quality, 4th ed. Geneva, Switzerland: WHO.
3M, 2014. Petrifilm E. coli/Coliform Count Plate Interpretation Guide. Available at: http://www.3m.com/microbiology. Accessed June 13, 2014.
World Health Organization (WHO), 2012. Rapid Assessment of Drinking-Water Quality: A Handbook for Implementation. Geneva, Switzerland: WHO.
Tarboton DG, 1997. A new method for the determination of flow directions and upslope areas in grid digital elevation models. Water Resour Res 33: 309–319.
Moore ID, Grayson RB, Ladson AR, 1991. Digital terrain modelling: a review of hydrological, geomorphological, and biological applications. Hydrol Processes 5: 3–30.
Carlton EJ, Eisenberg JN, Goldstick J, Cevallos W, Trostle J, Levy K, 2014. Heavy rainfall events and diarrhea incidence: the role of social and environmental factors. Am J Epidemiol 179: 344–352.
Reid CE, Mann JK, Alfasso R, English PB, King GC, Lincoln RA, Margolis HG, Rubado DJ, Sabato JE, West NL, Woods B, Navarro KM, Balmes JR, 2012. Evaluation of a heat vulnerability index on abnormally hot days: an environmental public health tracking study. Environ Health Perspect 120: 715–720.
Fong TT, Mansfield LS, Wilson DL, Schwab DJ, Molloy SL, Rose JB, 2007. Massive microbiological groundwater contamination associated with a waterborne outbreak in Lake Erie, South Bass Island, Ohio. Environ Health Perspect 115: 856–864.
Schriewer A, Odagiri M, Wuertz S, Misra PR, Panigrahi P, Clasen T, Jenkins MW, 2015. Human and animal fecal contamination of community water sources, stored drinking water and hands in rural India measured with validated microbial source tracking assays. Am J Trop Med Hyg 93: 509–516.
Mallin MA, Williams KE, Esham EC, Lowe RP, 2000. Effect of human development on bacteriological water quality in coastal watersheds. Ecol Appl 10: 1047–1056.
Markovitz AR, Goldstick JE, Levy K, Cevallos W, Mukherjee B, Trostle JA, Eisenberg JN, 2012. Where science meets policy: comparing longitudinal and cross-sectional designs to address diarrhoeal disease burden in the developing world. Int J Epidemiol 41: 504–513.
Wright J, Gundry S, Conroy R, 2004. Household drinking water in developing countries: a systematic review of microbiological contamination between source and point-of-use. Trop Med Int Health 9: 106–117.
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Climate change is expected to increase precipitation extremes, threatening water quality. In low resource settings, it is unclear which water sources are most vulnerable to contamination following rainfall events. We evaluated the relationship between rainfall and drinking water quality in southwest Guatemala where heavy rainfall is frequent and access to safe water is limited. We surveyed 59 shallow household wells, measured precipitation, and calculated simple hydrological variables. We compared Escherichia coli concentration at wells where recent rainfall had occurred versus had not occurred, and evaluated variability in the association between rainfall and E. coli concentration under different conditions using interaction models. Rainfall in the past 24 hours was associated with greater E. coli concentrations, with the strongest association between rainfall and fecal contamination at wells where pigs were nearby. Because of the small sample size, these findings should be considered preliminary, but provide a model to evaluate vulnerability to climate change.
Financial support: This project was supported by an ASTMH Benjamin H. Kean Travel Fellowship in Tropical Medicine, a Rotary Student Scholarship, as well as the Center for Global Health, Colorado School of Public Health, University of Colorado, with funding from the Fundacion para la Salud Integral de los Guatematecos. Justin V. Remais and Christopher M. Hoover were supported by the Division of Earth Sciences of the National Science Foundation under grant no. 1360330, by the National Institute for Allergy and Infectious Diseases (K01AI091864), and by award R01TW010286 from the National Institutes of Health/National Science Foundation Ecology of Infectious Disease program funded by the Fogarty International Center. The National Center for Atmospheric Research is sponsored by the National Science Foundation. This publication is a contribution of the University of Colorado Consortium for Climate Change and Health.
Authors' addresses: Ian F. Eisenhauer, School of Medicine, University of Colorado, Anschutz Medical Campus, Aurora, CO, E-mail: ian.eisenhauer@ucdenver.edu. Christopher M. Hoover and Justin V. Remais, Environmental Health Sciences, School of Public Health, University of California, Berkeley, CA, E-mails: choover@berkeley.edu and jvr@berkeley.edu. Andrew Monaghan, National Center for Atmospheric Research, Boulder, CO, E-mail: monaghan@ucar.edu. Marco Celada, Centro de Desarrollo Humano, Trifinio, Guatemala and Center for Global Health, Colorado School of Public Health, University of Colorado, Anschutz Medical Campus, Aurora, CO, E-mail: marco.celada@ucdenver.edu. Elizabeth J. Carlton, Department of Environmental and Occupational Health, Colorado School of Public Health, University of Colorado, Anschutz Medical Campus, Aurora, CO, E-mail: elizabeth.carlton@ucdenver.edu.
Intergovernmental Panel on Climate Change (IPCC), 2014. Climate Change 2014: Impacts, Adaptation, and Vulnerability. Part A: Global and Sectoral Aspects. Contribution of Working Group II to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge, UK and New York, NY: Cambridge University Press, 1132.
World Health Organization (WHO), 2014. Progress on Drinking Water and Sanitation, 2014 Update. Geneva, Switzerland: WHO.
Joyce RJ, Janowiak JE, Arkin PA, Xie PP, 2004. CMORPH: a method that produces global precipitation estimates from passive microwave and infrared data at high spatial and temporal resolution. J Hydrometeorol 5: 487–503.
Eisenhauer IF, Celada M, Carlton EJ, 2016. In search of safe and sufficient water: a portrait of household wells in rural Guatemala. Int J Epidemiol doi:10.1093/ije/dyw026.
World Health Organization (WHO), 2011. Guidelines for Drinking-Water Quality, 4th ed. Geneva, Switzerland: WHO.
3M, 2014. Petrifilm E. coli/Coliform Count Plate Interpretation Guide. Available at: http://www.3m.com/microbiology. Accessed June 13, 2014.
World Health Organization (WHO), 2012. Rapid Assessment of Drinking-Water Quality: A Handbook for Implementation. Geneva, Switzerland: WHO.
Tarboton DG, 1997. A new method for the determination of flow directions and upslope areas in grid digital elevation models. Water Resour Res 33: 309–319.
Moore ID, Grayson RB, Ladson AR, 1991. Digital terrain modelling: a review of hydrological, geomorphological, and biological applications. Hydrol Processes 5: 3–30.
Carlton EJ, Eisenberg JN, Goldstick J, Cevallos W, Trostle J, Levy K, 2014. Heavy rainfall events and diarrhea incidence: the role of social and environmental factors. Am J Epidemiol 179: 344–352.
Reid CE, Mann JK, Alfasso R, English PB, King GC, Lincoln RA, Margolis HG, Rubado DJ, Sabato JE, West NL, Woods B, Navarro KM, Balmes JR, 2012. Evaluation of a heat vulnerability index on abnormally hot days: an environmental public health tracking study. Environ Health Perspect 120: 715–720.
Fong TT, Mansfield LS, Wilson DL, Schwab DJ, Molloy SL, Rose JB, 2007. Massive microbiological groundwater contamination associated with a waterborne outbreak in Lake Erie, South Bass Island, Ohio. Environ Health Perspect 115: 856–864.
Schriewer A, Odagiri M, Wuertz S, Misra PR, Panigrahi P, Clasen T, Jenkins MW, 2015. Human and animal fecal contamination of community water sources, stored drinking water and hands in rural India measured with validated microbial source tracking assays. Am J Trop Med Hyg 93: 509–516.
Mallin MA, Williams KE, Esham EC, Lowe RP, 2000. Effect of human development on bacteriological water quality in coastal watersheds. Ecol Appl 10: 1047–1056.
Markovitz AR, Goldstick JE, Levy K, Cevallos W, Mukherjee B, Trostle JA, Eisenberg JN, 2012. Where science meets policy: comparing longitudinal and cross-sectional designs to address diarrhoeal disease burden in the developing world. Int J Epidemiol 41: 504–513.
Wright J, Gundry S, Conroy R, 2004. Household drinking water in developing countries: a systematic review of microbiological contamination between source and point-of-use. Trop Med Int Health 9: 106–117.
Past two years | Past Year | Past 30 Days | |
---|---|---|---|
Abstract Views | 255 | 195 | 22 |
Full Text Views | 360 | 4 | 0 |
PDF Downloads | 129 | 4 | 0 |