Wolle is a German surname meaning "wool". Notable people with the surname include:

• Charles Robert Wolle (born 1935), American jurist from Iowa; federal judge on the U. S. District Court
• Gertrud Wolle (1891–1952), German film actress
• Muriel Sibell Wolle (1898–1977), American artist; known for paintings of mining communities
• William D. Wolle (born 1928), American foreign service officer and ambassador
• Robert H. Wolle, Sr. (born 1924), American environmentalist and public health pioneer

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