"discerning," 1700, slang, from long (adj.) + -headed. Literal sense is from 1856. A long head "mind characterized by shrewdness and sagacity" is by 1793.
longeron
longevity
long-hair
longhand
long-haul
long-headed
longhorn
longi-
longing
longinquity
longish