Elderfield is a surname. Notable people with the surname include:
Christopher Elderfield (1607–1652), English clergyman and theologian Henry Elderfield (1943–2016), British geologist John Elderfield (born 1943), American art historian and curator Matthew Elderfield (born 1966), British financial regulator Robert Elderfield (1904–1979), American chemist