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计算基础设施对中国碳排放的影响。

Impact of computing infrastructure on carbon emissions in China.

作者信息

Mao Fengfu, Wei Yafei, Wang Yuanfan

机构信息

School of Economics, Zhejiang Gongshang University, No. 18, Xuezheng Street, Hangzhou, 310018, Zhejiang, China.

出版信息

Sci Rep. 2024 Nov 30;14(1):29814. doi: 10.1038/s41598-024-81677-4.

DOI:10.1038/s41598-024-81677-4
PMID:39616251
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11608359/
Abstract

The development of computing infrastructure has brought about increased productivity, but it has also brought about energy consumption and carbon emissions. Based on the panel data and business enterprise registration data of 279 prefecture-level cities from 2008 to 2021, using the econometric model system, this study investigates the relationship between computing infrastructure and carbon emission intensity, yielding several findings: First, our result finds that there is an inverse "U-shaped" pattern in the association between carbon emission intensity and computing infrastructure. According to several robustness tests, such as using IV method and PCSD model, the research conclusion still holds. Second, heterogeneity analysis indicates that our findings are particularly pronounced in central regions, hub cities and moderately digitally developed cities. Third, mechanism analysis shows that carbon emission intensity is influenced by computing infrastructure through energy consumption, green technological innovation, and servitization of the economic structure, with energy consumption also following an inverted "U-shaped" pattern. These findings contribute to understanding the environmental impact of digital infrastructure and offer insights for promoting sustainable development.

摘要

计算基础设施的发展提高了生产力,但也带来了能源消耗和碳排放。基于2008年至2021年279个地级市的面板数据和企业登记数据,本研究运用计量模型系统,考察了计算基础设施与碳排放强度之间的关系,得出以下几点发现:第一,我们的结果发现碳排放强度与计算基础设施之间存在倒“U”形关系。通过使用IV方法和PCSD模型等多项稳健性检验,研究结论仍然成立。第二,异质性分析表明,我们的研究结果在中部地区、枢纽城市和数字发展水平中等的城市尤为明显。第三,机制分析表明,碳排放强度受到计算基础设施通过能源消耗、绿色技术创新和经济结构服务化的影响,能源消耗也呈现倒“U”形模式。这些发现有助于理解数字基础设施对环境的影响,并为促进可持续发展提供见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3b45/11608359/0624cddeb3ea/41598_2024_81677_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3b45/11608359/2b7706bc699b/41598_2024_81677_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3b45/11608359/0624cddeb3ea/41598_2024_81677_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3b45/11608359/2b7706bc699b/41598_2024_81677_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3b45/11608359/0624cddeb3ea/41598_2024_81677_Fig2_HTML.jpg

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本文引用的文献

1
Global insights on the impact of digital infrastructure on carbon emissions: A multidimensional analysis.全球视角下数字基础设施对碳排放的影响:多维分析。
J Environ Manage. 2024 Sep;368:122144. doi: 10.1016/j.jenvman.2024.122144. Epub 2024 Aug 11.
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Digital infrastructure expansion and carbon intensity of small enterprises: Evidence from China.数字基础设施扩张与小微企业碳强度:来自中国的证据。
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Does digital infrastructure construction impact urban carbon emission reduction? Evidence from China's smart city construction.
数字基础设施建设是否会影响城市碳减排?来自中国智慧城市建设的证据。
Environ Sci Pollut Res Int. 2024 Jun;31(27):39481-39496. doi: 10.1007/s11356-024-33799-5. Epub 2024 Jun 1.
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Enterprise service-oriented transformation and sustainable development driven by digital technology.由数字技术驱动的企业面向服务的转型与可持续发展。
Sci Rep. 2024 May 2;14(1):10047. doi: 10.1038/s41598-024-60922-w.
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J Environ Manage. 2023 Nov 1;345:118841. doi: 10.1016/j.jenvman.2023.118841. Epub 2023 Aug 22.
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Digital infrastructure construction, carbon total factor productivity, and carbon rebound effect.数字基础设施建设、碳全要素生产率和碳回弹效应。
Environ Sci Pollut Res Int. 2023 Aug;30(38):88968-88985. doi: 10.1007/s11356-023-28738-9. Epub 2023 Jul 14.
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Impact of digital infrastructure inputs on industrial carbon emission intensity: evidence from China's manufacturing panel data.数字基础设施投入对工业碳排放强度的影响:来自中国制造业面板数据的证据
Environ Sci Pollut Res Int. 2023 May;30(24):65296-65313. doi: 10.1007/s11356-023-26931-4. Epub 2023 Apr 21.
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