This is a digital data used to create the maps of the ILRI research farm 'Kapiti Ranch' in 2018. Mapping was carried out on aerial photos taken in 2014 and then updated using high resolution satellite images captured in 2018. Watercourse mapping was carried out using a LiDAR derived digital terrain model also captured in 2014. Note that only within the farm borders is fully mapped. The area around the borders is given for context but not fully mapped.