The Niayes region near Dakar in Senegal has a serious pest problem. The pest in question is the tsetse fly, known to spread sleeping sickness to humans and enfeebling diseases to cows (a crucial part of Niayes’ agricultural industry). Past methods to drive the flies out have included drenching vast swathes of land in insecticides and the slaughter of rhinoceroses and hippopotamuses that could help the tsetse flies spread disease.

Their latest approach is more palatable, and more effective. An international research team have essentially recreated the environment virtually, using high-resolution maps and species distribution models to do so. The virtual environment helps them to locate where tsetse flies are most likely to be found. This information was given to the Pan African Tsetse and Trypanosomiasis Eradication Campaign, which helped them decide where to place poison traps and release sterilised male tsetse flies to disrupt breeding cycles.

“If you have better information on where the flies or the vectors are, you can specifically target those areas,” says Steven Peck, a biomathematician at Brigham Young University who visited Senegal several times to help develop the models. “One of the things that’s really promising is the use of GIS technology, where they use map-based approaches to recognize habitat using satellites. Having good maps and having good data, and then collecting data as you go, is absolutely going to change the whole game.”

Modelling one 120,000-acre block of land, dubbed Block 2 by the research team, revealed tsetse flies could only inhabit 20,000 acres. These 20,000 acres were optimum temperature, and contained enough shade for the tsetse flies to rest in between their hunting trips for blood. With a much smaller area of land, the placement of traps and sterilised males became much more targeted.

The results of the initiative are shown in the chart below. The y axis is a logarithmic scale of tsetse fly density. The red lines denote when the poison traps were set, and the blue lines denote the release of the sterilised males. The red arrow on “Block 1” denotes the capture of the last wild fly.

Data Science vs. the Tsetse Fly

Read more here.
(Image credit: Flickr)

Previous post

Former Bit.ly Chief Scientist Hilary Mason Launches Research Consulting Lab

Next post

Bitcoin and Big Data: Can We Predict the Future Value of Virtual Currency?