Sure, but people will just drive to the next closest airport and fly. Quarantine makes no sense as an explanation without accompanying roadblocks.
Tell me you've never been to west Texas.
...In Mexico, sure. The closest major US airport to El Paso is Albuquerque or Tucson, 4 hours each.