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• The average biodiversity maintenance function in China is growing slowly, and regional degradation and improvement coexist. • China's ecological network community has increased, the structure is more stable, and the connectivity is stronger. • Integrate ecological space network and complex network theory, and divide ecological network community. • The higher the importance of the source in the network, the higher the biodiversity maintenance function. • Adjusting the ecological network topology can improve biodiversity maintenance function. Enhancing and protecting biodiversity is a prerequisite for achieving "harmony between human beings and nature". With the disturbance of human activities, the landscape pattern is constantly changing, changing the flow of species, information, and energy within the landscape, which in turn has a significant impact on biodiversity. Therefore, based on the InVEST model, this paper obtained the spatial distribution of biodiversity maintenance function and established a Chinese biodiversity conservation empowerment network through GIS spatial analysis. Based on the complex network theory, the dynamic evolution characteristics of the ecological spatial network structure were analyzed, and the relationship between its topological structure and the conservation of terrestrial biodiversity was revealed. The results show that: biodiversity maintenance function is high in south, southwest, and northeast China and low in the west, and ecological corridors also show a dense distribution in the east and sparse in the west. Over the past 20 years, the average biodiversity maintenance function has grown slowly, and the ecological community of the network has increased, the structure is more stable, and the connectivity is stronger. The weight degree, betweenness centrality, PageRank, and eigenvector centrality were significantly correlated with biodiversity maintenance function, indicating that ecological network structure plays a huge role in maintaining biodiversity. By focusing on building significant correlation sources, and constructing corridors to adjust network connections, the integrity and connectivity of important habitats will be gradually restored, so that ecological land biodiversity function can exert greater ecological benefits. [ABSTRACT FROM AUTHOR]