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基于DEA方法的中国甘肃省农业资源利用效率的时空特征

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本文以 2008-2017 年甘肃省及其各地市州的农业资源利用效率为研究对象,采用数据包络分析法、数理统计法和文献研究法对其利用效率进行评价,选取农业生产的 10 个投入指标和 3 个产出指标,计算出 2008-2017 年甘肃农业资源利用的综合效率、技术效率和规模效率,结合冗余值分析了投入的冗余情况,并运用投影分析以改进农业资源的投入和配置.结果表明,在时间特征上甘肃省农业资源利用效率相对较低,且随着时间有所波动并逐步趋向稳定,综合效率从0.857上升到1,其中2008、2009、2010、2011、2012 年和 2015 年均小于 1,呈现出相对无效的利用状态,利用效率对政策的执行具有滞后效应.同时,空间分布特点表明各市州的利用效率之间存在较大的区域差异,所有市州根据综合效率的不同水平可划分为四类:最好(1.00)、次好(0.98-1.00)、较差(0.90-0.98)和最低(<0.90),并结合城市实际情况划分了相应的特色农业发展区域;冗余现象仍然存在于农业投入要素中,尤其是在气候资源、农业化肥使用量和农业从业者人数等生态要素方面;技术效率对综合效率有明显的制约作用.综上,甘肃省农业资源投入产出效率总体较低,利用效率区域发展不平衡性明显,农业发展受生态和技术因素制约较大.因此,提高农业资源利用效率的关键在于整合扶农资金以发展完善农业设施建设,调整农业投入和产业结构,积极推广科技应用,大力发展区域特色农业,创建生态文明农业.
Spatial and Temporal Characteristics of Agricultural Resource Utilization Efficiency in Gansu Province,China,Based on DEA
This study takes the agricultural resource utilization efficiency of Gansu Province and its cities(prefec-tures)during 2008-2017 as the research object,evaluates the efficiency by using data envelopment analysis(DEA),mathematical statistics and literature research methods,selects 10 input indicators and 3 output indicators of ag-ricultural production,and then calculates the comprehensive efficiency,technical efficiency and scale efficiency of agricultural resources utilization in Gansu from 2008 to 2017,the redundancy of the input was analyzed by com-bining with the redundancy value,and projection analysis was applied to improve the input and allocation of agri-cultural resources.For the temporal characteristics of agricultural resource utilization efficiency in Gansu,the re-sults show that the utilization efficiency is relatively low and fluctuates over time while gradually stabilizing,the comprehensive efficiency increased from 0.857 to 1,with values that were not 1 in 2008,2009,2010,2011,2012 and 2015,showing a relatively ineffective utilization state,and the utilization efficiency had a hysteresis effect on the implementation of policies.Meanwhile,the spatial distribution characteristics indicate large regional differ-ences in utilization efficiency among the cities and prefectures,all of the cities can be divided into four categories according to their different comprehensive efficiency levels:the best(1.00),the second best(0.98-1.00),the lower(0.90-0.98)and the lowest(<0.90),and the corresponding characteristic agricultural development regions were divided based on their actual situations;the redundancy of agricultural input factors still exists,especially in eco-logical factors such as climatic resources,agricultural fertilizer usage and agriculture practitioners;while the tech-nical efficiency had obvious restrictions on the comprehensive efficiency.In summary,the input-output efficiency of agricultural resources in Gansu is relatively low overall,the unbalanced regional development of utilization effi-ciency is obvious,and agricultural development is greatly constrained by ecological and technical factors.Therefore,the key to improving this situation lies in the integration of agricultural support funds to develop agricultural facili-ty construction,adjust the agricultural input and industrial structure,actively promote the application of science and technology,vigorously develop regional characteristic agriculture,and create ecological and civilization agriculture.

agricultural resourcesutilization efficiencydata envelopment analysistemporal characteristicsspatial distribution characteristicsGansu Province

刘晓玉、刘学录、Samuel ADINGO、郁洁汝、李晓丹

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甘肃农业大学资源与环境学院,兰州 730070

甘肃农业大学管理学院,兰州 730070

农业资源 利用效率 数据包络分析 时间特征 空间分布特征 甘肃省

2024

资源与生态学报(英文版)
中国科学院地理科学与资源研究所

资源与生态学报(英文版)

CSTPCD
影响因子:0.388
ISSN:1674-764X
年,卷(期):2024.15(6)