The study findings indicated that agricultural expansion and harvesting or extraction of wood for charcoal, firewood were the most dominant direct drivers of forest cover loss in Kenya. Extraction of wood for charcoal and firewood are pre-dominant particularly in the arid and semi-arid woodlands. It recommended actions to address this issue in various regions of the country.