Land use/land cover (LULC) map of a 20km2 agricultural landscape centred on the Hillesden Estate, Buckinghamshire, UK. The map is based on remote sensed data (LiDAR and hyperspectral sensors) with manual updates and the addition of spring and summer floral cover data from comprehensive field surveys. The remote sensed data was generated in August 2007. The manual updates and summer floral data were from field visits in July and August 2011, and the spring floral data were from field visits in April 2011 and 2012. The map was created as part of a project led by the Centre for Ecology & Hydrology, funded under the Insect Pollinators Initiative.