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基于生产的能源消耗与碳排放关系的分解分析:来自美国的新型动态自回归分布滞后模拟方法的证据

Production-based disaggregated analysis of energy consumption and CO emission nexus: evidence from the USA by novel dynamic ARDL simulation approach.

作者信息

Kartal Mustafa Tevfik

机构信息

Strategic Planning, Financial Reporting, and Investor Relations Directorate, Borsa Istanbul, İstanbul, Turkey.

出版信息

Environ Sci Pollut Res Int. 2023 Jan;30(3):6864-6874. doi: 10.1007/s11356-022-22714-5. Epub 2022 Aug 26.

Abstract

The study investigates the effects of energy consumption on carbon dioxide (CO) emissions by focusing on production sources. In this context, the study focuses on the USA as the leading economy, includes monthly data between January 1973 and April 2022, and performs dynamic autoregressive distributed lag (ARDL) (DYNARDL) simulations. Besides, kernel-based regularized least squares (KRLS) and cointegrating regression approaches are applied for robustness checks. The results reveal that (i) there is cointegration between sub-components of the energy production and CO emissions in the long run; (ii) fossil energy and nuclear energy production have an increasing effect on the CO emissions in the both short and long run; (iii) renewable energy production has an increasing effect on the CO emissions in the short run, but has a decreasing effect in the long run; (iv) negative (positive) shocks in the fossil energy production have a decreasing (increasing) effect on the CO emissions, whereas negative (positive) shocks in the renewable energy production have an increasing (decreasing) effect on the CO emissions in case of counterfactual shocks; (v) there is a casual-effect nexus between energy production sources and CO emissions; and (vi) KRLS and cointegrating regression results validate the robustness of the DYNARDL simulation outcomes. Moreover, policy implications are discussed.

摘要

该研究通过关注生产来源来调查能源消耗对二氧化碳(CO)排放的影响。在此背景下,该研究聚焦于作为主要经济体的美国,纳入了1973年1月至2022年4月的月度数据,并进行了动态自回归分布滞后(ARDL)(DYNARDL)模拟。此外,基于核的正则化最小二乘法(KRLS)和协整回归方法被用于稳健性检验。结果表明:(i)从长期来看,能源生产的子成分与CO排放之间存在协整关系;(ii)化石能源和核能生产在短期和长期内对CO排放均有增加作用;(iii)可再生能源生产在短期内对CO排放有增加作用,但在长期内有减少作用;(iv)化石能源生产中的负(正)冲击对CO排放有减少(增加)作用,而在反事实冲击情况下,可再生能源生产中的负(正)冲击对CO排放有增加(减少)作用;(v)能源生产来源与CO排放之间存在因果关系;(vi)KRLS和协整回归结果验证了DYNARDL模拟结果的稳健性。此外,还讨论了政策含义。

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