Mapping the zoonotic niche of Ebola virus disease in Africa
Mapping the zoonotic niche of Ebola virus disease in Africa
Ebola virus disease (EVD) is a complex zoonosis that is highly virulent in humans. The largest recorded outbreak of EVD is ongoing in West Africa, outside of its previously reported and predicted niche. We assembled location data on all recorded zoonotic transmission to humans and Ebola virus infection in bats and primates (1976-2014). Using species distribution models, these occurrence data were paired with environmental covariates to predict a zoonotic transmission niche covering 22 countries across Central and West Africa. Vegetation, elevation, temperature, evapotranspiration, and suspected reservoir bat distributions define this relationship. At-risk areas are inhabited by 22 million people; however, the rarity of human outbreaks emphasises the very low probability of transmission to humans. Increasing population sizes and international connectivity by air since the first detection of EVD in 1976 suggest that the dynamics of human-to-human secondary transmission in contemporary outbreaks will be very different to those of the past.
Pigott, David M.
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Golding, Nick
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Mylne, Adrian
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Huang, Zhi
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Henry, Andrew J.
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Weiss, Daniel J.
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Brady, Oliver J.
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Kraemer, Moritz U.G.
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Smith, David L.
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Moyes, Catherine L.
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Bhatt, Samir
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Gething, Peter W.
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Horby, Peter W.
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Bogoch, Isaac I.
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Brownstein, John S.
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Mekaru, Sumiko R.
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Tatem, Andrew J.
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Khan, Kamran
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Hay, Simon I.
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8 September 2014
Pigott, David M.
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Golding, Nick
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Mylne, Adrian
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Huang, Zhi
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Henry, Andrew J.
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Weiss, Daniel J.
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Brady, Oliver J.
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Kraemer, Moritz U.G.
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Smith, David L.
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Moyes, Catherine L.
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Bhatt, Samir
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Gething, Peter W.
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Horby, Peter W.
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Bogoch, Isaac I.
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Brownstein, John S.
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Mekaru, Sumiko R.
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Tatem, Andrew J.
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Khan, Kamran
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Hay, Simon I.
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Pigott, David M., Golding, Nick, Mylne, Adrian, Huang, Zhi, Henry, Andrew J., Weiss, Daniel J., Brady, Oliver J., Kraemer, Moritz U.G., Smith, David L., Moyes, Catherine L., Bhatt, Samir, Gething, Peter W., Horby, Peter W., Bogoch, Isaac I., Brownstein, John S., Mekaru, Sumiko R., Tatem, Andrew J., Khan, Kamran and Hay, Simon I.
(2014)
Mapping the zoonotic niche of Ebola virus disease in Africa.
eLife, 3.
(doi:10.7554/eLife.04395).
Abstract
Ebola virus disease (EVD) is a complex zoonosis that is highly virulent in humans. The largest recorded outbreak of EVD is ongoing in West Africa, outside of its previously reported and predicted niche. We assembled location data on all recorded zoonotic transmission to humans and Ebola virus infection in bats and primates (1976-2014). Using species distribution models, these occurrence data were paired with environmental covariates to predict a zoonotic transmission niche covering 22 countries across Central and West Africa. Vegetation, elevation, temperature, evapotranspiration, and suspected reservoir bat distributions define this relationship. At-risk areas are inhabited by 22 million people; however, the rarity of human outbreaks emphasises the very low probability of transmission to humans. Increasing population sizes and international connectivity by air since the first detection of EVD in 1976 suggest that the dynamics of human-to-human secondary transmission in contemporary outbreaks will be very different to those of the past.
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Published date: 8 September 2014
Organisations:
Global Env Change & Earth Observation, WorldPop, Geography & Environment, Population, Health & Wellbeing (PHeW)
Identifiers
Local EPrints ID: 368691
URI: http://eprints.soton.ac.uk/id/eprint/368691
ISSN: 2050-084X
PURE UUID: 07c2156b-ad4c-4f48-8585-dc5c7b169dc0
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Date deposited: 11 Sep 2014 09:28
Last modified: 15 Mar 2024 03:43
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Contributors
Author:
David M. Pigott
Author:
Nick Golding
Author:
Adrian Mylne
Author:
Zhi Huang
Author:
Andrew J. Henry
Author:
Daniel J. Weiss
Author:
Oliver J. Brady
Author:
Moritz U.G. Kraemer
Author:
David L. Smith
Author:
Catherine L. Moyes
Author:
Samir Bhatt
Author:
Peter W. Gething
Author:
Peter W. Horby
Author:
Isaac I. Bogoch
Author:
John S. Brownstein
Author:
Sumiko R. Mekaru
Author:
Kamran Khan
Author:
Simon I. Hay
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