Global S&T Development Trend Analysis Platform of Resources and Environment
DOI | 10.1016/j.enpol.2019.03.056 |
Investigating, forecasting and proposing emission mitigation pathways for CO2 emissions from fossil fuel combustion only: A case study of selected countries | |
Ameyaw, Bismark1,2; Yao, Li1,2,3; Oppong, Amos1,2; Agyeman, Joy Korang1,2 | |
2019-07-01 | |
发表期刊 | ENERGY POLICY |
ISSN | 0301-4215 |
EISSN | 1873-6777 |
出版年 | 2019 |
卷号 | 130页码:7-21 |
文章类型 | Article |
语种 | 英语 |
国家 | Peoples R China; Singapore |
英文摘要 | In this study, we investigate the direction of causal relationship between carbon dioxide (CO2) emissions from fossil fuel combustion only (CO2EFFCO) and economic growth for the USA, China, Canada, and Nigeria by using annual time series data for the period 1990-2016. The results depict a unidirectional causality running from gross domestic product per capita to CO2EFFCO for the USA, China, and Canada. However, no causality direction was found for Nigeria. Furthermore, with the quest to achieve cleaner energy targets, we formulate long short-term memory (LSTM) algorithm devoid of exogenous variables and assumptions required to forecast CO2EFFCO for the USA, China, Canada, and Nigeria. Based on the performance of our algorithm, we propose emission-mitigation pathways for the countries herein to follow to achieve zero CO2EFFCO by the year 2030. The emission-mitigation pathways demonstrate that intensifying and promoting current and future policies that mitigate CO2EFFCO based on our projections are enough to reduce energy-related CO2EFFCO to a considerable level. |
英文关键词 | CO2 emissions Long short-term memory (LSTM) Climate change Forecasting Forecast evaluation |
领域 | 气候变化 |
收录类别 | SCI-E ; SSCI |
WOS记录号 | WOS:000471083700002 |
WOS关键词 | ENVIRONMENTAL KUZNETS CURVE ; GREENHOUSE-GAS EMISSIONS ; ECONOMIC-GROWTH ; ENERGY-CONSUMPTION ; CHINA ; COINTEGRATION ; POLICY |
WOS类目 | Economics ; Energy & Fuels ; Environmental Sciences ; Environmental Studies |
WOS研究方向 | Business & Economics ; Energy & Fuels ; Environmental Sciences & Ecology |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://119.78.100.173/C666/handle/2XK7JSWQ/184517 |
专题 | 气候变化 |
作者单位 | 1.Univ Elect Sci & Technol China, Sch Management & Econ, 2006 Xiyuan Ave, Chengdu 611731, Sichuan, Peoples R China; 2.Univ Elect Sci & Technol China, Ctr West African Studies, 2006 Xiyuan Ave, Chengdu 611731, Sichuan, Peoples R China; 3.Natl Univ Singapore, East Asian Inst, 469A Bukit Timah Rd,06-01 Tower Block, Singapore 259770, Singapore |
推荐引用方式 GB/T 7714 | Ameyaw, Bismark,Yao, Li,Oppong, Amos,et al. Investigating, forecasting and proposing emission mitigation pathways for CO2 emissions from fossil fuel combustion only: A case study of selected countries[J]. ENERGY POLICY,2019,130:7-21. |
APA | Ameyaw, Bismark,Yao, Li,Oppong, Amos,&Agyeman, Joy Korang.(2019).Investigating, forecasting and proposing emission mitigation pathways for CO2 emissions from fossil fuel combustion only: A case study of selected countries.ENERGY POLICY,130,7-21. |
MLA | Ameyaw, Bismark,et al."Investigating, forecasting and proposing emission mitigation pathways for CO2 emissions from fossil fuel combustion only: A case study of selected countries".ENERGY POLICY 130(2019):7-21. |
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