区域农业发展资源潜力因素统计分析与建模

Natalia Speshilova, Evgeny Speshilov, Vladislav Bykov
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引用次数: 0

摘要

在现代现实中,有效利用各区域现有资源潜力的问题是尖锐的,这个问题的解决直接影响到个别领土和整个国家工业综合体运作的有效性。农业是一个相互联系的产业系统,生产各种农产品,保证国家的粮食安全和人民的生活质量。这项工作的目的是分析区域农业的资源潜力,并以奥伦堡地区为例(在处理统计数据流的基础上)确定一组相关因素。使用Statistica软件包的经济和统计仪器作为工具,进行相关和回归分析并建立模型。本文分析了对“势”概念的各种解释。考虑了资源潜力的组成部分,并对其特征因素进行了排序。对伏尔加河联邦区各地区的农业生产指标(以百万卢布为单位的农业产量、作物面积、谷物和土豆的总收获量、牛和猪的数量)进行了比较。已经确定了该地区的主要主题,其中包括奥伦堡地区,并对其材料实施了相关和回归分析方法,并建立了一套模型。作为一个例子,给出了一些因素(表征该地区的资源潜力)对农产品产量影响的计量经济学模型,包括农业用地面积、农业工人的平均年数量、每公顷作物的有机和矿物肥料的使用、按经济活动类型划分的固定资产成本、农业农场固定资本投资的数量。对模型中包含的变量进行了分析。考虑到已确定的因素,制定了一套旨在提高该区域农业生产效率的措施。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Statistical analysis and modeling of factors of resource potential of agricultural development in the region
In modern realities, the issue of effective use of the existing resource potential of the regions is acute, the solution of which directly affects the effectiveness of the functioning of industrial complexes of both individual territories and the country as a whole. Agriculture consists of a system of interconnected industries that produce various types of agricultural products, ensuring the food security of the state and the quality of life of the population. The purpose of the work was to analyze the resource potential of regional agriculture and identify a set of relevant factors (based on processing the flow of statistical data) on the example of the Orenburg region. The economic and statistical apparatus using the Statistica software package was used as a tool for carrying out correlation and regression analysis and building models. The article analyzes various interpretations of the concept of "potential". The components of the resource potential are considered and the factors characterizing them are ordered. A comparison of a number of indicators of agricultural production (the volume of agricultural production in millions of rubles, the size of the acreage of crops, the volume of gross harvest of grain and potatoes, the number of cattle and pigs) by regions of the Volga Federal District is given. The leading subjects of the district have been identified, among them the Orenburg Region, on the materials of which methods of correlation and regression analysis have been implemented and a set of models has been built. As an example, an econometric model of the impact on the volume of agricultural products of a number of factors (characterizing the resource potential of the region) is given, including the area of agricultural land, the average annual number of agricultural workers, the introduction of organic and mineral fertilizers per hectare of crops, the cost of fixed assets by type of economic activity, the volume of investments in fixed capital of agriculture farms. The analysis of the variables included in the model is carried out. Taking into account the identified factors, a set of measures aimed at improving the efficiency of agricultural production in the region is formulated.
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