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Majlis al-Waṭanī lil-Buḥūth al-ʻIlmīyah (Lebanon). (2012). Built Up Areas (Points), Lebanon, 2012. [Shapefile]. International Steering Committee for Global Mapping. Retrieved from https://geodata.lib.berkeley.edu/catalog/stanford-sh352fx9894