The TREES-3 project of the Joint Research Centre of the European Commission aimed at assessing change of the world’s tropical forest cover, for the periods 1990–2000 and 2000–2010. Based on a systematic sampling approach, multi-temporal satellite imagery were analysed for a large number of sample sites in the tropics (4016 sample units of 10x10 km2 size).