碳排放SDA模型的算法比较及应用研究

Algorithm Comparison and Application of Carbon Emission SDA Model

基于投入产出技术,碳排放结构分解模型SDA在广泛应用中衍生出多种算法,对SDA模型的基本理论框架和各类型算法的结构、特点进行分析;利用中国2007年、2010年、2012年可比价碳排放投入产出表数据进行实证分析,比较解读各算法的应用,并基于适用性、有效性综合评价提出算法选择的信息,为相应理论与应用研究中的方法选择提供一定参考。

Based on input-output technology,Structure Decomposition Analysis model of carbon emissions derives a variety of algorithms in a wide range of applications.The research shows the basic theoretical framework of SDA model and the analysis of the structure and characteristics of different algorithms.Based on the empirical analysis with the comparable price data of carbon emissions input-output table of China in 2007,2010 and 2012,the paper shows the comparison and interpretation of the application of each algorithm.By the comprehensive evaluation of applicability and effectiveness of each algorithm,this paper proposes the reference information for the method selection,which provides a reference for the choice of methods in the corresponding theory and application research.