digital economy;
shipping-related pollution;
coastal port cities;
panel threshold model;
smart port;
AIR-QUALITY;
EMISSIONS;
ENERGY;
CHAINS;
IMPACT;
AREA;
D O I:
10.3389/fmars.2025.1538634
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
Air pollution caused by shipping-related activities has adversely affected public health and environmental quality in port cities. However, applying digital technologies offers new pathways to mitigate such pollution. Based on panel data from 52 coastal port cities in China from 2016 to 2020, this study employs a two-way fixed effects model to analyze the impact of the digital economy on shipping-related PM2.5 pollution. Additionally, a panel threshold model is used to examine the threshold effect of port size in the relationship between the digital economy and shipping-related pollution. Heterogeneity analysis is further conducted from two dimensions-vessel types and PM2.5 components-to explore the variations in the digital economy's emission reduction effects. The results show that the development of the digital economy significantly reduces shipping-related PM2.5 pollution levels, and this emission reduction effect strengthens as port size expands. Furthermore, there are significant differences in the emission reduction effects across different vessel types and PM2.5 components. These findings contribute to understanding the mechanisms through which the digital economy mitigates shipping-related pollution and provide a scientific basis and policy support for promoting the green development of port cities and the shipping industry.
机构:
Korea Inst Ocean Sci & Technol, Oil & POPs Res Grp, Geoje 53201, South KoreaKorea Inst Ocean Sci & Technol, Oil & POPs Res Grp, Geoje 53201, South Korea
An, Joon Geon
Hyun, Sangmin
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机构:
Korea Inst Ocean Sci & Technol, Marine Environm Res Ctr, Busan 49111, South KoreaKorea Inst Ocean Sci & Technol, Oil & POPs Res Grp, Geoje 53201, South Korea
机构:
Zhongnan Univ Econ & Law, Sch Econ, Wuhan 430073, Peoples R ChinaZhongnan Univ Econ & Law, Sch Econ, Wuhan 430073, Peoples R China
Wu, Liu
Wan, Xiaowen
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机构:
Zhongnan Univ Econ & Law, Sch Econ, Wuhan 430073, Peoples R ChinaZhongnan Univ Econ & Law, Sch Econ, Wuhan 430073, Peoples R China
Wan, Xiaowen
Jahanger, Atif
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机构:
Hainan Univ, Sch Econ, Haikou 570228, Hainan, Peoples R China
Inst Open Econ, Haikou 570228, Hainan, Peoples R ChinaZhongnan Univ Econ & Law, Sch Econ, Wuhan 430073, Peoples R China
Jahanger, Atif
Li, Mengyi
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机构:
Zhongnan Univ Econ & Law, Sch Econ, Wuhan 430073, Peoples R ChinaZhongnan Univ Econ & Law, Sch Econ, Wuhan 430073, Peoples R China
Li, Mengyi
Murshed, Muntasir
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h-index: 0
机构:
North South Univ, Sch Business & Econ, Dept Econ, Dhaka 1229, Bangladesh
Daffodil Int Univ, Dept Journalism Media & Commun, Dhaka, BangladeshZhongnan Univ Econ & Law, Sch Econ, Wuhan 430073, Peoples R China
Murshed, Muntasir
Balsalobre-Lorente, Daniel
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机构:
Univ Castilla La Mancha, Dept Appl Econ 1, Cuenca 16002, Spain
Czech Univ Life Sci Prague, Fac Econ & Management, Dept Management, Prague 16500, Czech RepublicZhongnan Univ Econ & Law, Sch Econ, Wuhan 430073, Peoples R China
机构:
Chongqing Technol & Business Univ, Inst Chengdu Chongqing Econ Zone Dev, Chongqing, Peoples R ChinaChongqing Technol & Business Univ, Inst Chengdu Chongqing Econ Zone Dev, Chongqing, Peoples R China
Wu, Lei
Duan, Xiaomei
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机构:
Chongqing Technol & Business Univ, Inst Chengdu Chongqing Econ Zone Dev, Chongqing, Peoples R ChinaChongqing Technol & Business Univ, Inst Chengdu Chongqing Econ Zone Dev, Chongqing, Peoples R China
Duan, Xiaomei
Yang, Fei
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h-index: 0
机构:
Chongqing Technol & Business Univ, Inst Chengdu Chongqing Econ Zone Dev, Chongqing, Peoples R ChinaChongqing Technol & Business Univ, Inst Chengdu Chongqing Econ Zone Dev, Chongqing, Peoples R China
Yang, Fei
Guo, Li
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机构:
Chongqing Technol & Business Univ, Inst Chengdu Chongqing Econ Zone Dev, Chongqing, Peoples R ChinaChongqing Technol & Business Univ, Inst Chengdu Chongqing Econ Zone Dev, Chongqing, Peoples R China
Guo, Li
Zhou, Haotian
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h-index: 0
机构:
Chongqing Technol & Business Univ, Inst Chengdu Chongqing Econ Zone Dev, Chongqing, Peoples R ChinaChongqing Technol & Business Univ, Inst Chengdu Chongqing Econ Zone Dev, Chongqing, Peoples R China