大数据时代的环境污染与区域循环经济关系建模研究

Modeling and Analysis of Relations between Environmental Pollution and Regional Circular Economy in Era of Big Data

为了适应大数据时代环境污染与区域循环经济关系,提出大数据时代的环境污染与区域循环经济关系建模分析。通过建立区域循环经济空间计量模型、区域环境污染滞后经济特征计算、环境污染与区域循环经济发展关系的大数据整理与环境污染与区域循环经济关系模型,完成大数据时代下模型建立,并在建立过程中对相关参量与变量关系加以分析。通过与对比模型SVM的数据对比表明,提出建立的模型能够客观反映大数据时代的环境污染与区域循环经济关系,数据分析结果可靠度高,模型稳定性更好。

In order to adapt to the relationship between environmental pollution and regional circular economy in the era of big data, a modeling analysis of the relationship between environmental pollution and regional circular economy in the era of big data is proposed. This paper built up the spatial econometric model of regional circular economy, calculated lagging economic characteristics of regional environmental pollution, and analyzed the big data collation of the relationship between environmental pollution and the development of regional circular economy and the relationship model between environmental pollution and regional circular economy. It established the model in the era of big data and analyzed the relationship between relevant parameters and variables during the establishment process. The data comparison with the comparative model SVM shows that the proposed model can objectively reflect the relationship between environmental pollution and regional circular economy in the era of big data, and the data analysis results have high reliability and better stability.