Oroville, California derives its name from the Spanish word 'oro' meaning 'gold', earning it the nickname 'City of Gold'. The city was founded during the California Gold Rush and its name directly references this golden heritage. Other cities may have gold associations, but Oroville's name is literally 'gold city' in Spanish.