eLife · 2017 · 136 citations · 44 references
ComputingEntomologyInformation TechnologyAcousticsDisease SurveillanceMobile ComputingDisease Surveillance SystemsField RecordingMobile SensingSound RecordingVector SurveillanceVector-borne Disease SurveillanceAcoustic Monitoring InstrumentsAnopheles MosquitoesMobile Phone-based SurveillanceMobile SurveillanceMosquito Species IdentificationRecordingsSmartphone-based SurveillanceSpecies Range Distributions
The direct monitoring of mosquito populations in field settings is a crucial input for shaping appropriate and timely control measures for mosquito-borne diseases. Here, we demonstrate that commercially available mobile phones are a powerful tool for acoustically mapping mosquito species distributions worldwide. We show that even low-cost mobile phones with very basic functionality are capable of sensitively acquiring acoustic data on species-specific mosquito wingbeat sounds, while simultaneously recording the time and location of the human-mosquito encounter. We survey a wide range of medically important mosquito species, to quantitatively demonstrate how acoustic recordings supported by spatio-temporal metadata enable rapid, non-invasive species identification. As proof-of-concept, we carry out field demonstrations where minimally-trained users map local mosquitoes using their personal phones. Thus, we establish a new paradigm for mosquito surveillance that takes advantage of the existing global mobile network infrastructure, to enable continuous and large-scale data acquisition in resource-constrained areas.
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