The recent rise in Big Data, high-resolution satellite imagery and new platforms powered by advanced computing have already prompted the development of innovative computational solutions to help humanitarian organizations make sense of the vast volume and velocity of information generated during disasters. For example, crowdsourcing maps (such as Open Street Maps) and social media messages in Twitter were used during the 2010 Haiti Earthquake and Hurricane Sandy to trace leads of missing people, infrastructure damages and rise new alerts for emergencies.