Bursey is a surname. Notable people with the surname include:
Jack Bursey (1903–1980), polar explorer and U.S. Coast Guard officer Morley Byron Bursey (1912–2013), Canadian diplomat
See also Cathy Bursey-Sabourin, Fraser Herald at the Canadian Heraldic Authority in Ottawa, Canada Mount Bursey, a mountain in Antarctica Bursey Icefalls, the icefalls off Mount Bursey