Spatio-temporal Pattern and Influencing Factors of Agricultural Green Development Efficiency in Shandong Province under the Perspective of Reduction of Pollution and Carbon Emissions
An evaluation index system for agricultural green development efficiency was constructed from the perspective of re-duction of pollution and carbon emissions.The Super-EBM model,Kernel density estimation model,Global Malmquist-Luen-berger index and the panel Tobit model were comprehensively used to analyze the spatiotemporal pattern,evolution trend and in-fluencing factors of agricultural green development efficiency in Shandong from 2001 to 2021.It is found as follows.① From 2001 to 2021,the comprehensive efficiency and pure technical efficiency of agricultural green development in Shandong showed a W-shaped evolution trajectory,and the scale efficiency had risen steadily,and the efficiency of agricultural green development had changed from scale driven mode to scale and technology co-driven mode.② The overall efficiency of agricultural green de-velopment in Shandong had improved,and the spatial pattern of agricultural green development efficiency evolved from low-level staggered distribution to high-level balanced distribution.The pure technical efficiency tended to be high level equilibrium distri-bution,and the scale efficiency showed a significant spatial imbalance,forming a belt spatial pattern of"high in the east and west,low in the middle".③ The green total factor productivity of agriculture in Shandong was rising slowly,and the technologi-cal progress and pure technical efficiency improvement were the important sources for its growth.The pure technical efficiency has become the main contributor,while scale efficiency has a certain inhibitory effect on the growth of total factor productivity in most regions.④ Residents'affluence and digital economy have a positive impact on the comprehensive efficiency and pure technical efficiency of agricultural green development,while the optimization of industrial structure and improvement of urbani-zation level may have a negative impact on the improvement of scale efficiency of agricultural green development.
reduction of pollution and carbon emissionsnet carbon sinkefficiency of agricultural green developmentSuper-EBMShandong Province