T. Woods, T. McKeen, A. Cunningham, R. Priyatikanto, A. Sorichetta , AJ Tatem and M. Bondarenko. 2024 "High resolution, harmonised annual global geospatial covariates for the years 2015-2030". Version 1.0. University of Southampton: Southampton, UK. DOI:10.5258/SOTON/WP00772