Sherley is of English origin, derived from the surname Shirley, which was originally an Anglo-Saxon place name meaning 'bright clearing'. It has been used as a given name since the 19th century and gained popularity in the United States during the early to mid-20th century.
"The name Sherley experienced fluctuations in popularity over time, peaking with 17 births in 1936 before declining thereafter."