The purpose of this paper is to map and monitor water resources and land cover/use to identify vulnerable areas in the MENA region using two countries (Morocco and Yemen) for a comparative assessment. Both Morocco (North African country) and Yemen (Middle-East country) are poor countries and characterize water scarcity, poor water management, desertification and growing food security issues.