SEPASAL is the world's most comprehensive online source of information on useful 'wild' and semi-domesticated tropical and subtropical dryland plants, with a focus on Africa
Kew's SEPASAL database
http://www.kew.org/science-conservation/research-data/science-directory/projects/survey-economic-plants-arid-and-semi