On the analysis of characteristics of current agriculture, we put forward the conception of digital agriculture, and construct its framework. Relationships between precision agriculture, digital Earth, information agriculture, virtual agriculture and digital agriculture are analyzed. The necessities to put forward the concept of digital agriculture, the feasibility to realize digital agriculture and the measures should be taken are also discussed in our paper.