<b>仿真部分代码：</b><b>从农业角度看碳减排、碳释放路径和农业高质量发展责任分配</b><b>Agricultural Industrialization Coalition</b>
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绿色农业是农业高质量发展的必要条件，强调生态保护、资源节约和产品质量，以实现可持续增长。本研究采用动态演绎法，探讨农业碳减排的责任和途径。采用SBM-GML指数模型评估了中国各省绿色农业全要素生产率的变化情况。通过熵模型和耦合协调模型对农业现代化、高质量发展和部门协调进行了评价。采用空间自相关和马尔可夫链方法对趋势进行分析。研究结果阐明了“政府>农业产业化企业家>农民”的碳减排模式，其中政府政策、绿色技术推广和低碳实践是关键。农业产业化联盟的政策创新试点对农业发展做出了重大贡献，在耦合协调、绿色生产力增长和现代化建设方面表现出积极作用。在大多数地区，技术创新主要促进了绿色生产率的增长，但“强者强、弱者弱”的现象依然存在。农业高质量发展地域分布保持稳定，区域间流动性较低，区域发展阶段空间滞后效应明显。本研究的主要目的是为促进我国绿色农业发展和促进高质量发展提供政策建议。
Green agriculture is a prerequisite for the high-quality development of agriculture, which emphasizes ecological conservation, resource conservation, and product quality to achieve sustainable growth. This study adopts the dynamic deduction method to explore the responsibilities and approaches of agricultural carbon emission reduction. The SBM-GML index model is employed to evaluate the changes in total factor productivity (TFP) of green agriculture across all provinces in China. The entropy model and coupling coordination model are used to assess agricultural modernization, high-quality development, and sectoral coordination. Spatial autocorrelation and Markov chain methods are applied to analyze the trends. The research results clarify the carbon emission reduction model of "Government > Agricultural industrialization entrepreneurs > Farmers", in which government policies, green technology promotion, and low-carbon practices are the key drivers. Policy innovation pilots of agricultural industrialization alliances have made significant contributions to agricultural development, exerting positive effects in terms of coupling coordination, green productivity growth, and modernization construction. In most regions, technological innovation mainly promotes the growth of green productivity, but the phenomenon of "the strong grow stronger and the weak grow weaker" still persists. The geographical distribution of high-quality agricultural development remains stable, with low inter-regional mobility, and the spatial lag effect of regional development stages is significant. The primary objective of this study is to provide policy recommendations for promoting the development of green agriculture and advancing high-quality development in China.
