We identify and map the tourists’ perception of cultural ecosystem services (CES).
Based on landscape pictures, people’s perception of CES is revealed.
Land use type and socio-demographic factors influence the people's perception.
Land use type exerts the strongest influence.
Traditional landscapes are hotspots of aesthetics, recreation and spirituality.