The future natural gas consumption in China: Based on the LMDI-STIRPAT-PLSR framework and scenario analysis. (August 2018)
- Record Type:
- Journal Article
- Title:
- The future natural gas consumption in China: Based on the LMDI-STIRPAT-PLSR framework and scenario analysis. (August 2018)
- Main Title:
- The future natural gas consumption in China: Based on the LMDI-STIRPAT-PLSR framework and scenario analysis
- Authors:
- Chai, Jian
Liang, Ting
Lai, Kin Keung
Zhang, Zhe George
Wang, Shouyang - Abstract:
- Abstract: Due to the growing pollution concerns in China, there have been major efforts to design interrelated environmental protection policies. As the policy of reducing coal consumption is implemented, China's natural gas consumption is expected to commensurately rise. Such a trend may lead to the significant impacts on China's energy security and the global gas market. This paper empirically investigates the relationship between the natural gas consumption and influencing factors in a comprehensive LMDI-STIRPAT-PLSR framework. It is found that fossil energy structure and non-clean energy structure are the most important factors followed by urbanization, per capita GDP, industrialization, and industrial energy intensity. And then, these factors from LMDI decomposition are innovatively divided into economic development and cleaning indicators when using scenario analysis to forecast China's natural gas consumption. The prediction results suggest that economic development with high clean energy system would make a significant increase in gas consumption, a commensurate increase in demand even the system of economic-energy under scenario of low economic development and low clean. As China would depend on gas imports to meet this demand, there may be a serious supply shortage by 2020. Therefore, the government should consider the future energy security issue in making economic and environmental policies. Highlights: The influencing factors on China's natural gas consumptionAbstract: Due to the growing pollution concerns in China, there have been major efforts to design interrelated environmental protection policies. As the policy of reducing coal consumption is implemented, China's natural gas consumption is expected to commensurately rise. Such a trend may lead to the significant impacts on China's energy security and the global gas market. This paper empirically investigates the relationship between the natural gas consumption and influencing factors in a comprehensive LMDI-STIRPAT-PLSR framework. It is found that fossil energy structure and non-clean energy structure are the most important factors followed by urbanization, per capita GDP, industrialization, and industrial energy intensity. And then, these factors from LMDI decomposition are innovatively divided into economic development and cleaning indicators when using scenario analysis to forecast China's natural gas consumption. The prediction results suggest that economic development with high clean energy system would make a significant increase in gas consumption, a commensurate increase in demand even the system of economic-energy under scenario of low economic development and low clean. As China would depend on gas imports to meet this demand, there may be a serious supply shortage by 2020. Therefore, the government should consider the future energy security issue in making economic and environmental policies. Highlights: The influencing factors on China's natural gas consumption are examined by LMDI decomposition method. We adapt STIRPAT model and conduct PLSR method to analyze the basic relationship. The factors from LMDI method are innovatively divided into economic development indicator and clean indicator. China should focus more on future energy security issue with the energy and economic development. … (more)
- Is Part Of:
- Energy policy. Volume 119(2018)
- Journal:
- Energy policy
- Issue:
- Volume 119(2018)
- Issue Display:
- Volume 119, Issue 2018 (2018)
- Year:
- 2018
- Volume:
- 119
- Issue:
- 2018
- Issue Sort Value:
- 2018-0119-2018-0000
- Page Start:
- 215
- Page End:
- 225
- Publication Date:
- 2018-08
- Subjects:
- Natural gas consumption -- LMDI decomposition -- STIRPAT model -- PLS regression -- Scenario analysis
Energy policy -- Periodicals
Politique énergétique -- Périodiques
Electronic journals
333.79 - Journal URLs:
- http://www.sciencedirect.com/science/journal/03014215 ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.enpol.2018.04.049 ↗
- Languages:
- English
- ISSNs:
- 0301-4215
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 3747.720000
British Library DSC - BLDSS-3PM
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