Principles of Disease Surveillance
Types of Global Positioning System Surveys
Applications of GIS: Disaster Management and Emergency Response
Levels of Use of a GIS
Selected Data About Geographic Locations
Steps in Outbreak Investigation
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Updated: Oct 3, 2025

Swabbing the Urban Environment - A Pipeline for Sampling and Detection of SARS-CoV-2 From Environmental Reservoirs
Published on: April 9, 2021
Yulin Hswen1,2, Elad Yom-Tov3, Vaidhy Murti4
1Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA 94158, USA.
Smartphone geospatial data can enhance public health surveillance. The Covidseeker application captures this data to map COVID-19 transmission patterns and identify high-risk locations for better outbreak monitoring.
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