The paper expounds the connotation of community sense of rural cultural landscape from the perspective of community psychology. In order to actively deal with the current situation of Chinas rural population aging, it proposes that the construction of cultural landscape should improve the sense of community and the aging adaptation strategy at the two levels of behavior and thinking, so as to deal with the development bottleneck of rural cultural landscape construction. Combined with research and aging analysis, this paper expounds the symbol and perception level of community sense, and puts forward the short board of community sense and aging construction of rural cultural landscape, including poor efficiency of cultural landscape resource allocation and construction, insufficient vitality of mobilizing social resources and lack of aging consideration in intelligent construction. This paper concludes that the construction of rural cultural landscape needs to take account of the sense of community and the construction of aging adaptation, as well as the necessity of coordinated development. It puts forward the development strategy of "multiple participation" combined with empowerment. The research on the sense of community and aging adaptation of rural cultural landscape is of great significance to improve the social participation of the elderly, actively deal with the essence of environmental construction of aging, and form cohesion strategy of community sense and development pattern of aging adaptation.