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Hijmans, Robert J.. (2015). First-level Administrative Divisions, Northern Mariana Islands, 2015. [Shapefile]. University of California, Berkeley. Museum of Vertebrate Zoology. International Rice Research Institute. Retrieved from https://geodata.lib.berkeley.edu/catalog/stanford-qm159gz4816