The surname Bursey may refer to:
- Morley Byron Bursey, a former Canadian diplomat
- Jack Bursey, a polar explorer and U.S. Coast Guard officer
- Cathy Bursey-Sabourin, Fraser Herald at the Canadian Heraldic Authority in Ottawa, Canada
It can also refer to:
- Mount Bursey, a mountain in Antarctica
- Bursey Icefalls, the icefalls off Mount Bursey