Abstract:Objective To explore the structural differences and associated environmental factors of bacterial communities in the water and sediment of river ecosystems during winter.Methods Fourteen sampling sites were established for Diannong River in winter. We employed high-throughput 16S rRNA gene sequencing to systematically analyze the bacterial community composition and diversity, constructed co-occurrence networks, and evaluated the roles of random processes in community assembly. Furthermore, we performed correlation analysis with environmental factors.Results The bacterial communities in the sediment had higher alpha diversity indexes than those in the water (P<0.001) and more stable community structures. The beta diversity decomposition showed that the community differences between water and sediment were mainly related to species turnover. Random processes dominated community assembly in both habitats. The co-occurrence network of bacteria in the sediment was more complex with stronger cooperation. Key species were primarily involved in carbon and sulfur cycles, and rare taxa played an important role in network stability. The bacterial communities in water were mainly influenced by environmental factors such as dissolved oxygen, chlorophyll a, and water temperature, while those in the sediment were influenced by pH, organic matter, and nitrogen factors.Conclusion This study systematically reveals the differences in the structure, co-occurrence network, and related environmental factors of bacterial communities in the water and sediment of Diannong River during winter, providing scientific evidence for a deeper understanding of the ecological adaptability of river bacterial communities in the freezing period and the different patterns of bacterial communities between water and sediment.