In the Small area population estimates 1 tutorial we describe random forest methods and demonstrate how to implement this method in the R statistical programming environment to create population count estimates for census enumeration areas (EAs). In this tutorial, we apply the random forest method at 100m grid resolution using a new R package called ‘popRF’.
About Us
The WorldPop research programme, based in the School of Geography and Environmental Sciences at the University of Southampton, is a multi-sectoral team of researchers, technicians and project specialists that produces data on population distributions and characteristics at high spatial resolution.
Initiated in October 2013 to combine The AfriPop Project, AsiaPop and AmeriPop projects, we have a diverse portfolio of projects, including large multi-million-pound collaborative projects with partner organisations, commercial data providers and international development organisations.
