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Global distribution data for cattle, buffaloes, horses, sheep, goats, pigs, chickens and ducks in 2010

Open access
Gilbert, Marius, Nicolas, Gaëlle, Cinardi, Giusepina, Van Boeckel, Thomas P., Vanwambeke, Sophie O., Wint, G. R. William, Robinson, Timothy P.·2018·Scientific Data

Abstract

Global data sets on the geographic distribution of livestock are essential for diverse applications in agricultural socio-economics, food security, environmental impact assessment and epidemiology. We present a new version of the Gridded Livestock of the World (GLW 3) database, reflecting the most recently compiled and harmonized subnational livestock distribution data for 2010. GLW 3 provides global population densities of cattle, buffaloes, horses, sheep, goats, pigs, chickens and ducks in each land pixel at a spatial resolution of 0.083333 decimal degrees (approximately 10 km at the equator). They are accompanied by detailed metadata on the year, spatial resolution and source of the input census data. Two versions of each species distribution are produced. In the first version, livestock numbers are disaggregated within census polygons according to weights established by statistical models using high resolution spatial covariates (dasymetric weighting). In the second version, animal numbers are distributed homogeneously with equal densities within their census polygons (areal weighting) to provide spatial data layers free of any assumptions linking them to other spatial variables.

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Metadata

Authors
Gilbert, M., Nicolas, G., Cinardi, G., Van Boeckel, T. P., Vanwambeke, S. O., Wint, G. R. W., & Robinson, T. P.
Venue
Scientific Data
Published
2018-10-30
Volume
5
Issue
1
Pages
180227-180227
ISSN
2052-4463 (ISSN-L)
OpenAlex
W2899100088
Cited by
732
References
1
Type
data paper
Language
en
Open access
gold

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CoChat. (2026). Citation check: Global distribution data for cattle, buffaloes, horses, sheep, goats, pigs, chickens and ducks in 2010. https://app.cochat.ai/papers/10.1038/sdata.2018.227
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Gilbert, M., Nicolas, G., Cinardi, G., Van Boeckel, T. P., Vanwambeke, S. O., Wint, G. R. W., & Robinson, T. P. (2018). Global distribution data for cattle, buffaloes, horses, sheep, goats, pigs, chickens and ducks in 2010. Scientific Data. https://doi.org/10.1038/sdata.2018.227

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