Published June 27, 2015
| Version v1
Dataset
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Data from: Global distribution maps of the Leishmaniases
Creators
- Pigott, David M.1
- Bhatt, Samir1
- Golding, Nick1
- Duda, Kirsten A.1
- Battle, Katherine E.1
- Brady, Oliver J.1
- Messina, Jane P.1
- Balard, Yves2
- Bastien, Patrick2
- Pratlong, Francine2
- Brownstein, John S.3
- Freifeld, Clark C4
- Mekaru, Sumiko R.3
- Gething, Peter W.1
- George, Dylan B.5
- Myers, Monica F.1
- Reithinger, Richard6
- Hay, Simon I.5
- 1. University of Oxford
- 2. French National Centre for Scientific Research
- 3. Children's Hospital
- 4. Boston University
- 5. National Institutes of Health
- 6. RTI International
Description
The leishmaniases are vector-borne diseases that have a broad global distribution throughout much of the Americas, Africa and Asia. Despite representing a significant public health burden, our understanding of the global distribution of the leishmaniases remains vague, reliant upon expert opinion and limited to poor spatial resolution. A global assessment of the consensus of evidence for leishmaniasis was performed at a sub-national level by aggregating information from a variety of sources. A database of records of cutaneous and visceral leishmaniasis occurrence was compiled from published literature, online reports, strain archives and GenBank accessions. These, with a suite of biologically relevant environmental covariates, were used in a boosted regression tree modelling framework to generate global environmental risk maps for the leishmaniases. These high-resolution evidence-based maps can help direct future surveillance activities, identify areas to target for disease control and inform future burden estimation efforts.
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Related works
- Is cited by
- 10.7554/eLife.02851 (DOI)