We examine the distribution of Dracaena cinnabari, Socotran Dragon’s Blood Tree, an endangered species endemic to island Socotra (Yemen)—and we propose accessibility approach its conservation, taking proximity local communities and land users into account. Using present occurrence D. applied a machine learning algorithm (random forest classifier) estimate potential across (overall validation ac...