Breeding-site maps
Accurate, up-to-date maps of where Anopheles breed.
Projects Research
ResearchResearch proposal
Drone Surveillance of Anopheles Breeding Sites
Using drones, multispectral imaging and machine learning to find and monitor mosquito breeding sites.
- Type
- Research
- Status
- Research proposal
- Where
- Kingston & St Andrew
- Field
- Vector control
- Timeframe
- 24–30 months
Overview
The study
Jamaica is malaria-free, but Anopheles albimanus, a competent malaria vector, is still present, so the threat of reintroduction remains. Finding breeding sites on foot is slow and labour-intensive, and hard-to-reach areas get missed.
This study develops and evaluates a drone-based system to identify, map and monitor Anopheles breeding sites in Kingston and St Andrew, and compares it with traditional surveillance.
Approach
How the study works
- 1
Survey the study area by drone, with multispectral imaging.
- 2
Train machine-learning models to recognise likely breeding sites.
- 3
Repeat the surveys across seasons.
- 4
Compare the results with traditional field surveillance.
Impact
What it will deliver
Wider coverage
Hard-to-reach areas surveyed in a fraction of the time.
A model for the region
A method other territories facing the same risk can adopt.
More work
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