Upstream watershed condition predicts rural children’s health across 35 developing countries

Diarrheal disease (DD) due to contaminated water is a major cause of child mortality globally. Forests and wetlands can provide ecosystem services that help maintain water quality. To understand the connections between land cover and childhood DD, we compiled a database of 293,362 children in 35 countries with information on health, socioeconomic factors, climate, and watershed condition. Using hierarchical models, here we find that higher upstream tree cover is associated with lower probability of DD downstream. This effect is significant for rural households but not for urban households, suggesting differing dependence on watershed conditions. In rural areas, the effect of a 30% increase in upstream tree cover is similar to the effect of improved sanitation, but smaller than the effect of improved water source, wealth or education. We conclude that maintaining natural capital within watersheds can be an important public health investment, especially for populations with low levels of built capital.Globally diarrheal disease through contaminated water sources is a major cause of child mortality. Here, the authors compile a database of 293,362 children in 35 countries and find that upstream tree cover is linked to a lower probability of diarrheal disease and that increasing tree cover may lower mortality.

[1]  B. Lehner,et al.  Water on an Urban Planet: Urbanization and the Reach of Urban Water Infrastructure , 2014 .

[2]  Eric A. Vance,et al.  Climate Change is Likely to Worsen the Public Health Threat of Diarrheal Disease in Botswana , 2013, International journal of environmental research and public health.

[3]  Kenji Shibuya,et al.  Estimating child mortality due to diarrhoea in developing countries. , 2008, Bulletin of the World Health Organization.

[4]  D. Colombara,et al.  Risk Factors for Severe Cholera among Children under Five in Rural and Urban Bangladesh, 2000–2008: A Hospital-Based Surveillance Study , 2013, PloS one.

[5]  Un Desa Transforming our world : The 2030 Agenda for Sustainable Development , 2016 .

[6]  S. Hay,et al.  Mapping the Global Distribution of Livestock , 2014, PloS one.

[7]  F. Goldizen,et al.  Inheriting a sustainable world? Atlas on children’s health and the environment. , 2017 .

[8]  F. Achard,et al.  State and evolution of the African rainforests between 1990 and 2010 , 2013, Philosophical Transactions of the Royal Society B: Biological Sciences.

[9]  Naiqing Zhao,et al.  Applied Mixed Generalized Additive Model to Assess the Effect of Temperature on the Incidence of Bacillary Dysentery and Its Forecast , 2013, PloS one.

[10]  I. Bateman,et al.  The importance of local forest benefits: Economic valuation of Non-Timber Forest Products in the Eastern Arc Mountains in Tanzania , 2014 .

[11]  P. Streatfield,et al.  Effect of deep tube well use on childhood diarrhoea in Bangladesh. , 2011, Bulletin of the World Health Organization.

[12]  T. Sunderland,et al.  Dietary Quality and Tree Cover in Africa , 2013 .

[13]  Limin Wang,et al.  The impact of rainfall and temperature variation on diarrheal prevalence in Sub-Saharan Africa , 2012 .

[14]  J. Townshend,et al.  Annual Global Automated MODIS Vegetation Continuous Fields (MOD44B) at 250 m Spatial Resolution for Data Years Beginning Day 65, 2000 - 2010 , 2017 .

[15]  Bradley M. Crowder,et al.  Economic costs of reservoir sedimentation: A regional approach to estimating cropland erosion damage , 1987 .

[16]  W. Godana,et al.  Environmental Factors Associated with Acute Diarrhea among Children Under Five Years of Age in Derashe District, Southern Ethiopia , 2013 .

[17]  Molly E. Brown,et al.  Forest cover associated with improved child health and nutrition: evidence from the Malawi Demographic and Health Survey and satellite data , 2013, Global Health: Science and Practice.

[18]  Sandy Cairncross,et al.  Burden of disease from inadequate water, sanitation and hygiene in low- and middle-income settings: a retrospective analysis of data from 145 countries , 2014, Tropical medicine & international health : TM & IH.

[19]  Guang Guo,et al.  Multilevel Modeling for Binary Data , 2000 .

[20]  Thomas M. Brooks,et al.  Global Biodiversity Conservation and the Alleviation of Poverty , 2012 .

[21]  M. Scott,et al.  Prediction of child health by household density and asset-based indices in impoverished indigenous villages in rural Panamá. , 2012, The American journal of tropical medicine and hygiene.

[22]  Jamie Perin,et al.  Global, regional, and national causes of child mortality: an updated systematic analysis for 2010 with time trends since 2000 , 2012, The Lancet.

[23]  T. Ricketts,et al.  Do Pollinators Contribute to Nutritional Health? , 2015, PloS one.

[24]  Subhrendu K. Pattanayak,et al.  Nature’s care: diarrhea, watershed protection, and biodiversity conservation in Flores, Indonesia , 2007, Biodiversity and Conservation.

[25]  J. Vincent,et al.  Valuing Water Purification by Forests: An Analysis of Malaysian Panel Data , 2016 .

[26]  H. Kan,et al.  High Temperature as a Risk Factor for Infectious Diarrhea in Shanghai, China , 2013, Journal of epidemiology.

[27]  Y. Malhi,et al.  The past, present and future of Africa's rainforests , 2013, Philosophical Transactions of the Royal Society B: Biological Sciences.

[28]  J. L. Parra,et al.  Very high resolution interpolated climate surfaces for global land areas , 2005 .

[29]  S. Carpenter,et al.  Global Consequences of Land Use , 2005, Science.

[30]  Mark Mulligan,et al.  WaterWorld: a self-parameterising, physically-based model for application in data-poor but problem-rich environments globally , 2013 .

[31]  Charles J Vörösmarty,et al.  Freshwater ecosystem services supporting humans: Pivoting from water crisis to water solutions , 2015 .

[32]  G. Mahé,et al.  Water availability and use across the Challenge Program on Water and Food (CPWF) basins , 2011 .

[33]  W. Levine,et al.  Factors contributing to the emergence of Escherichia coli O157 in Africa. , 2001, Emerging infectious diseases.

[34]  R. Stephenson,et al.  Maternal behavior and experience, care access, and agency as determinants of child diarrhea in Bolivia. , 2010, Revista panamericana de salud publica = Pan American journal of public health.

[35]  G. Daily,et al.  The Nature and Value of Ecosystem Services: An Overview Highlighting Hydrologic Services , 2007 .

[36]  M. Feldman,et al.  Natural capital and ecosystem services informing decisions: From promise to practice , 2015, Proceedings of the National Academy of Sciences.

[37]  R. Naiman,et al.  Freshwater biodiversity: importance, threats, status and conservation challenges , 2006, Biological reviews of the Cambridge Philosophical Society.

[38]  Kris A. Johnson,et al.  The Impact of Land-Use Change on Ecosystem Services, Biodiversity and Returns to Landowners: A Case Study in the State of Minnesota , 2011 .

[39]  Protection of Borehole Water Quality in Sub-Saharan Africa using Minimum Safe Distances and Zonal Protection , 2011 .

[40]  Á. Pinzón-Rondón,et al.  Country characteristics and acute diarrhea in children from developing nations: a multilevel study , 2015, BMC Public Health.

[41]  K. Verdin,et al.  New Global Hydrography Derived From Spaceborne Elevation Data , 2008 .

[42]  Subhrendu K. Pattanayak,et al.  Public health impacts of ecosystem change in the Brazilian Amazon , 2015, Proceedings of the National Academy of Sciences.

[43]  R. Black,et al.  The child health epidemiology reference group reviews of the effectiveness of interventions to reduce maternal, neonatal and child mortality , 2010, International journal of epidemiology.

[44]  R. McDonald,et al.  Estimating watershed degradation over the last century and its impact on water-treatment costs for the world’s large cities , 2016, Proceedings of the National Academy of Sciences.

[45]  Subhrendu K. Pattanayak,et al.  Safeguarding human health in the Anthropocene epoch: report of The Rockefeller Foundation–Lancet Commission on planetary health , 2015, The Lancet.

[46]  H. Fox,et al.  Health, wealth, and education: the socioeconomic backdrop for marine conservation in the developing world , 2015 .

[47]  R. D. de Groot,et al.  Ecosystem services and economic theory: integration for policy-relevant research. , 2008, Ecological applications : a publication of the Ecological Society of America.

[48]  N. Ramankutty,et al.  Farming the planet: 1. Geographic distribution of global agricultural lands in the year 2000 , 2008 .

[49]  Richard S. Ostfeld,et al.  Human health impacts of ecosystem alteration , 2013, Proceedings of the National Academy of Sciences.

[50]  Joseph N S Eisenberg,et al.  Heavy rainfall events and diarrhea incidence: the role of social and environmental factors. , 2014, American journal of epidemiology.

[51]  J. Odiyo,et al.  Spatial Distribution of Diarrhoea and Microbial Quality of Domestic Water during an Outbreak of Diarrhoea in the Tshikuwi Community in Venda, South Africa , 2009, Journal of health, population, and nutrition.

[52]  S. Carpenter,et al.  Planetary boundaries: Guiding human development on a changing planet , 2015, Science.

[53]  R. Tsiko Bayesian spatial analysis of childhood diseases in Zimbabwe , 2015, BMC Public Health.