Title :
Characteristics of Multi-national Carbon Emissions Based on Empirical Mode Decomposition
Author :
Mingxing Liu ; Guoxing Zhang
Author_Institution :
Sch. of Manage., Lanzhou Univ., Lanzhou, China
Abstract :
According to the complexity of the reasons of carbon emissions in different countries, empirical mode decomposition method are used in this paper, decomposing the time-series data of national carbon emissions into high frequency modal and trends modal, represent the national carbon emissions short term interference and long term trend respectively. At the same time, the characteristics of each countries´ carbon emissions are analyzed, the result show that the England carbon emissions in the downward phase and it´s mainly affected by short term factors, however, the United States, Japan, Australia, Canada and China whose carbon emissions are still on the rise phase and they are affected by the long term trend.
Keywords :
air pollution; air quality; atmospheric techniques; carbon; time series; Australia carbon emission rise phase; Canada carbon emission rise phase; China carbon emission rise phase; England carbon emission downward phase; Japan carbon emission rise phase; United States carbon emission rise phase; carbon emission complexity reason; country carbon emission characteristics; empirical mode decomposition method; high frequency modal; multinational carbon emission characteristic; national carbon emission short term interference; national carbon emission time-series data; national carbon frequency long term trend; Australia; Carbon dioxide; Economics; Empirical mode decomposition; Fluctuations; Interference; Market research; Carbon emissions; Characteristics analysis; Empirical mode decomposition (EMD);
Conference_Titel :
Business Intelligence and Financial Engineering (BIFE), 2013 Sixth International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4799-4778-2
DOI :
10.1109/BIFE.2013.97