Abstract:Agricultural science and technology innovation is an important driving force for promoting the construction of agricultural powerful country. Based on the scientific knowledge graph, using the 1098 core journal articles on the theme of "Agricultural Science and Technology Innovation" from CNKI as information sources, and using VOSViewer and CiteSpace tools comprehensively, the annual number of articles, authors, journals, highly prominent Keywords, and clustering of agricultural science and technology innovation research in China were visually displayed. The results show that the research on agricultural science and technology innovation in China started in 1994 and reached its peak in 2012. The hot topics of the research focus on four aspects: the combination of agricultural science and technology with industry, the reform of agricultural science and technology management system, collaborative innovation of agricultural science and technology, and the support of agricultural science and technology for rural revitalization and development. In the future, research on agricultural science and technology innovation in China should be based on the new positioning and demand for agricultural science and technology innovation in the context of building an agricultural powerful country, further strengthen theoretical research in the field of agricultural science and technology innovation, and further highlight its guiding role in agricultural science and technology innovation practice activities.