Siobhan Murray is a Technical Specialist in the World Bank’s Development Data Group. She works with the Living Standards Measurement Study (LSMS-ISA) team to ensure quality of and promote the use of global positioning systems (GPS) and other geo-referenced data, construct environmental and other spatial variables for dissemination with survey data and contribute to the research agenda on land area measurement.