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Papers Which Cite WPdx

  • Banks, Brian, et al. Testing, Piloting, and Validation of the Rural Water Indicator Global Framework in the African Context. World Bank, 12 Mar. 2020,
  • Cook, Joseph, et al. “A Decision Support Tool for Rural Water Supply Planning.” Journal of Water, Sanitation and Hygiene for Development, vol. 10, no. 3, Sept. 2020, pp. 447–57, 
  • Cook, Joseph, and Sheena Lahren. “Why Do Water Points Fail? Learning from Open-Ended Failure Descriptions in the WPDx Dataset.” Journal of Water, Sanitation and Hygiene for Development, vol. 7, no. 4, Dec. 2017, pp. 535–45, 
  • Cronk, Ryan. Using Monitoring Data to Identify Water and Sanitation Service Delivery Improvement Opportunities in Low- and Middle-Income Countries. The University of North Carolina at Chapel Hill University Libraries,
  • Foster, Tim, et al. “Functionality of Handpump Water Supplies: A Review of Data from Sub-Saharan Africa and the Asia-Pacific Region.” International Journal of Water Resources Development, vol. 36, no. 5, Sept. 2020, pp. 855–69, 
  • Geleijnse, Jan, et al. “Enhancing Water Access Monitoring Through Mapping Multi-Source Usage and Disaggregated Geographic Inequalities with Machine Learning and Surveys.” Scientific Reports, vol. 13, no. 1, Aug. 2023, p. 13433,
  • Holm, Rochelle H., et al. “A Thought Leadership Piece: Where Are the Rural Groundwater Quality Data for the Assessment of Health Risks in Northern Malawi?” Groundwater for Sustainable Development, vol. 7, 2018, pp. 157–63, 
  • Jarvis, Tyler, et al. “Using Survey Data and Mathematical Modeling to Prioritize Water Interventions in Developing Countries.” Water Resources Management, vol. 35, no. 2, 2021, pp. 745–56, 
  • Joseph, George, et al. Why Do So Many Water Points Fail in Tanzania? An Empirical Analysis of Contributing Factors. Working Paper, World Bank, Feb. 2019, 
  • Kanjin, Kingsley, et al. “Assessing Potable Water Access and Its Implications for Households’ Livelihoods: The Case of Sibi in the Nkwanta North District, Ghana.” ISPRS International Journal of Geo-Information, vol. 12, no. 9, Sept. 2023, p. 365,
  • Li, Chengxiu, et al. “Slum and Urban Deprivation in Compacted and Peri-Urban Neighborhoods in Sub-Saharan Africa.” Sustainable Cities and Society, vol. 99, Dec. 2023, p. 104863,
  • Nakacwa, Stellamaris, et al. Combining Volunteered Geographic Information and WPdx Standards to Improve Mapping of Rural Water Infrastructure in Uganda. Florence, Italy. 
  • Requejo Castro, David. Data–Driven Bayesian Networks Modelling to Support Decision–Making : Application to the Context of Sustainable Development Goal 6 on Water and Sanitation. Universitat Politècnica de Catalunya, 13 July 2021, 
  • Smith, Daniel W., et al. “Does Professionalizing Maintenance Unlock Demand for More Reliable Water Supply? Experimental Evidence from Rural Uganda.” World Development, vol. 161, 2023, p. 106094, 
  • Sutton, Sally. “Trends in Sub-Saharan Rural Water Supply and the Essential Inclusion of Self-Supply to Achieve 2030 SDG Targets.” Waterlines, vol. 36, no. 4, Oct. 2017, pp. 339–57, 
  • Thomas, Evan, et al., editors. Innovations in WASH Impact Measures: Water and Sanitation Measurement Technologies and Practices to Inform the Sustainable Development Goals. The World Bank, 2018, 
  • Van den Homberg, Marc, et al. “Combining UAV Imagery, Volunteered Geographic Information, and Field Survey Data to Improve Characterization of Rural Water Points in Malawi.” ISPRS International Journal of Geo-Information, vol. 9, no. 10, Oct. 2020, p. 592,
  • Van den Homberg, Marc, and Iryna Susha. “Characterizing Data Ecosystems to Support Official Statistics with Open Mapping Data for Reporting on Sustainable Development Goals.” ISPRS International Journal of Geo-Information, vol. 7, no. 12, Dec. 2018, p. 456, 
  • Yu, Weiyu, Nicola A. Wardrop, Robert Bain, et al. “Integration of Population Census and Water Point Mapping Data—A Case Study of Cambodia, Liberia and Tanzania.” International Journal of Hygiene and Environmental Health, vol. 220, no. 5, 2017, pp. 888–99, 
  • Yu, Weiyu, Nicola A. Wardrop, Robert E. S. Bain, et al. “Mapping Access to Domestic Water Supplies from Incomplete Data in Developing Countries: An Illustrative Assessment for Kenya.” PLOS ONE, edited by Laura Scherer, vol. 14, no. 5, May 2019, p. e0216923, 
  • Yu, Weiyu. Spatial Analysis and Modelling of Drinking Water Service in Low and Lower-Middle Income Countries. University of Southampton, 2018,