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Geographic data has been a powerful means of protecting populations from disease dating back to 1854. Then, English physician John Snow defied common wisdom about the causes of illness when he marked a map of London by hand and succeeded in tracing a cholera epidemic back to a contaminated water pump. Today, tracking and stopping the spread of communicable diseases remains a crucial application of GIS in public health.