With a highly competitive global tourism industry, tourism innovation has seen an important policy to gain competitive advantage. Issues about tourism innovation were more emphasis on the companies for studying in the past, however the tourism system is constructed from destination as the basic category level and polybasic and complicated, it should be considered as the concept of innovation system of regions to be explored. In view of that, the study reviewed the literatures about tourism innovation and destination innovation, and selected the recreational agriculture regions as the research objects then to interview this recreational agriculture regions leaders. Finally, explore the ways about its tourism product innovation by case studies. It found the influences of destination innovation factors from the preliminary studies are core resources, networks and leader personality traits.