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Aerostat
Specific Context
Used mostly in technical discussions about types of aircraft that stay aloft. 
Not Always Dirigible
An aerostat can be untethered like a balloon or tethered like a blimp. 
Heavier-than-Air vs. Lighter-than-Air
Confused with airplanes, but aerostats are lighter-than-air vehicles. 