Your next pocket travel guide
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The nearest airport, UYU, is a domestic airport; you will need to connect at La Paz (LPB). Amaszonas and TAM offer UYU-LPB services.
Arequipa, for its part, has limited international service, and you would need to connect on a LAN or TACA flight through Lima (LIM).