Cluster analysis in assessing the efficiency of grain production in the Tyumen region

L. Agapitova, G. Butorina
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Abstract

Abstract. In recent years, there has been stable production of grain industry products in volumes that meet the needs of the Tyumen region and allow the sale of products outside the region. The article is devoted to the study of territorial differentiation of the production of grain and leguminous crops in the Tyumen region. The purpose of the study is to assess the efficiency of grain production in the context of municipalities in the south of the Tyumen region and determine the dependence on the level of fertilizer application. Methods. Statistical methods of data processing (analysis of time series, method of variation, method of correlation-regression analysis), as well as cluster analysis using the Ward method, were used for the study. The scientific novelty lies in the fact that municipalities have been clustered and ranked according to a set of parameters characterizing the development of the grain production industry in the Tyumen region. Results. An assessment was made of the scale of industry development for the period from 2018 to 2022, quantitative and qualitative indicators were considered: the size of sown areas, gross yields, yields of grain and leguminous crops differentiated by municipal areas. An assessment was made of the dynamics of development of the grain production industry, trends of changes over 5 years, parameters of the influence and dependence of the yield of grain and leguminous crops on the level of fertilizer application were identified, clusters were identified that reflect the differentiation of municipal areas in grain production.
评估秋明地区粮食生产效率的聚类分析
摘要在最近的几年里,秋明州的粮食工业产品的生产量是稳定的,能够满足秋明州的需求,并且能够将产品销售到秋明州以外的地区。文章专门研究了秋明地区粮食和豆类作物生产的地域差异。研究的目的是评估秋明州南部城市的谷物生产效率,并确定施肥水平的依赖性。研究方法研究采用了数据处理统计方法(时间序列分析法、变异法、相关-回归分析法)以及沃德聚类分析法。其科学新颖性在于根据秋明地区粮食生产工业发展的一系列特征参数对各城市进行了聚类和排序。研究结果对 2018 年至 2022 年期间的产业发展规模进行了评估,考虑了定量和定性指标:播种面积、总产量、粮食和豆科作物产量,并按市镇地区进行了区分。对粮食生产行业的发展动态进行了评估,确定了 5 年间的变化趋势、粮食和豆类作物产量对化肥施用量的影响和依赖参数,并确定了反映各市粮食生产地区差异的集群。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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