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Luminosity
Scope of Comparison
Luminosity in astronomy usually involves comparisons with known brightness references like our Sun. 
Not Surface Brightness
Luminosity is the total light emitted, not just how bright a star appears on the surface. 
Measurement Complexity
Astronomical luminosity is complex, taking into account distance and inherent brightness. 