全面推进乡村振兴，要加快农业现代化，而物流业作为农业现代化的重要支撑和保障，具有一定推动作用。文章选取2017-2022年安徽省 16个地市的面板数据作为研究样本，通过构建农业和物流业发展水平评价指标体系，运用耦合协调度模型对安徽省农业和物流业耦合协调发展进行研究。实证结果表明：从时间维度上来看，所有地市农业和物流业耦合协调水平均有所提升；从空间维度上来看，铜陵市、池州市、黄山市仍属于失调状态，其中铜陵市和黄山市处于中度失调，农业和农村物流发 展水平较低；安徽省农业和物流业整体耦合协调水平不断提高，达到优质协调，但是地市间发展不平衡。为此，要积极打造智慧 化农业和物流示范区，大力发展特色农业和农村物流，加快推进农业和物流业融合发展。

Abstract: To comprehensively promote rural revitalization, we should accelerate agricultural modernization,and the logistics industry, as an important support and guarantee of agricultural moderization, plays a certainrole in promoting it. In this paper, the panel data of 16 cities in Anhui province from 2017 to 2022 was selectedas the research sample, and through constructing the evaluation index system of the development level ofagriculture and logistics industry in agriculture and logistics industry, the model of coupling and coordinationdegree was studied. The empirical results show that from the perspective of time, the coordination level ofagriculture and logistics have been improved: from the perspective of space, Tongling, Chizhou and Huangshanare still moderately unbalanced, and agricultural and rural logistics are low: the overall coordination level ofagriculture and logistics in Anhui Province is continuously improved to achieve quality coordination, but thedevelopment between cities is unbalanced. To this end, we should actively build demonstration areas forintelligent agriculture and logistics, vigorously develop characteristic agriculture and rural logistics, andaccelerate the integrated development of agriculture and logistics industry.