气候变化领域集成服务门户(CCPortal): Python-LMDI: A Tool for Index Decomposition Analysis of Building Carbon Emissions

CCPortal

DOI	10.3390/buildings12010083
	Python-LMDI: A Tool for Index Decomposition Analysis of Building Carbon Emissions
	Xiang, Xiwang; Ma, Xin; Ma, Zhili; Ma, Minda; Cai, Weiguang
发表日期	2022
EISSN	2075-5309
卷号	12 期号:1
英文摘要	A timely analysis for carbon emission reduction in buildings is an effective global response to the crisis of climate change. The logarithmic mean Divisia index (LMDI) decomposition analysis approach has been extensively used to assess the carbon emission reduction potential of the buildings sector. In order to simplify the calculation process and to expand its application scope, a new open-source Python tool (PyLMDI) developed in this article is used to compute the results of LMDI decomposition analysis, including multiplicative and additive decomposition. Users can quickly obtain the decomposition result by initializing the input data through a simple class data structure. In addition, the carbon emissions from commercial buildings are used as a numerical example to demonstrate the function of PyLMDI. In summary, PyLMDI is a potential calculation tool for index decomposition analysis that can provide calculation guidance for carbon emission reduction in the buildings sector. The data and codes for the numerical example are also included.
英文关键词	carbon reduction; building operations; index decomposition analysis; Python-LMDI
语种	英语
WOS研究方向	Construction & Building Technology ; Engineering, Civil
WOS类目	Science Citation Index Expanded (SCI-EXPANDED) ; Social Science Citation Index (SSCI)
WOS记录号	WOS:000746024300001
来源期刊	BUILDINGS
文献类型	期刊论文
条目标识符	http://gcip.llas.ac.cn/handle/2XKMVOVA/280831
作者单位	Chongqing University; Southwest University of Science & Technology - China; Chongqing University; Chongqing University; Tsinghua University
推荐引用方式 GB/T 7714	Xiang, Xiwang,Ma, Xin,Ma, Zhili,et al. Python-LMDI: A Tool for Index Decomposition Analysis of Building Carbon Emissions[J],2022,12(1).
APA	Xiang, Xiwang,Ma, Xin,Ma, Zhili,Ma, Minda,&Cai, Weiguang.(2022).Python-LMDI: A Tool for Index Decomposition Analysis of Building Carbon Emissions.BUILDINGS,12(1).
MLA	Xiang, Xiwang,et al."Python-LMDI: A Tool for Index Decomposition Analysis of Building Carbon Emissions".BUILDINGS 12.1(2022).