Using Random Forest to Improve the Downscaling of Global Livestock Census Data.
Large scale, high-resolution global data on farm animal distributions are essential for spatially explicit assessments of the epidemiological, environmental and socio-economic impacts of the livestock sector.This has been the major motivation behind the development of the Gridded Livestock of the World (GLW) database, which has been extensively use