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Green Port Collection and Distribution System in Low-Carbon Development: Scenario-Based System Dynamics

Author

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  • Qingzhou Wang

    (Department of Transportation, Hebei University of Technology, Tianjin 300401, China)

  • Mengfan Li

    (Department of Transportation, Hebei University of Technology, Tianjin 300401, China)

  • Yuning Zhang

    (Department of Transportation, Hebei University of Technology, Tianjin 300401, China)

  • Yanan Kang

    (Sifang College, Shijiazhuang Tiedao University, Shijiazhuang 050000, China)

Abstract

This study aims to explore the factors and mechanisms influencing the low-carbon development of Green Port Collection and Distribution Systems (GPCDSs) and to identify effective pathways and policy approaches to promote such development. Given the limited prior research integrating low-carbon policies, energy structure, and transportation systems, this study combines these three dimensions into a unified analytical framework. A scenario-based system dynamics model of GPCDS low-carbon development is established, incorporating factors such as low-carbon policies, energy structure, and transportation structure. The control variable method is employed to examine system behavior under 13 scenarios. The results indicate that freight subsidy policies and the internalization of carbon emission costs make the most substantial contributions to low-carbon development in GPCDS, yielding CO 2 emission reductions of 14.3% and 15.7%, respectively. Additionally, improvements in port railway infrastructure contribute to a 6.4% reduction in CO 2 emissions. In contrast, carbon taxes and energy structure adjustments have relatively limited effects, likely due to the delayed responsiveness of fossil fuel-dependent transportation sectors to pricing signals and the inherent inertia in transitioning energy systems.

Suggested Citation

  • Qingzhou Wang & Mengfan Li & Yuning Zhang & Yanan Kang, 2025. "Green Port Collection and Distribution System in Low-Carbon Development: Scenario-Based System Dynamics," Sustainability, MDPI, vol. 17(14), pages 1-23, July.
  • Handle: RePEc:gam:jsusta:v:17:y:2025:i:14:p:6516-:d:1702870
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    References listed on IDEAS

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    1. Yin, Chuanzhong & Zhang, Zi-Ang & Fu, Xiaowen & Ge, Ying-En, 2024. "A low-carbon transportation network: Collaborative effects of a rail freight subsidy and carbon trading mechanism," Transportation Research Part A: Policy and Practice, Elsevier, vol. 184(C).
    2. Jia, Zhijie & Lin, Boqiang, 2020. "Rethinking the choice of carbon tax and carbon trading in China," Technological Forecasting and Social Change, Elsevier, vol. 159(C).
    3. Distefano, Tiziano & D’Alessandro, Simone, 2023. "Introduction of the carbon tax in Italy: Is there room for a quadruple-dividend effect?," Energy Economics, Elsevier, vol. 120(C).
    4. Chai, Shanglei & Huo, Wenjing & Li, Qiang & Ji, Qiang & Shi, Xunpeng, 2025. "Effects of carbon tax on energy transition, emissions and economy amid technological progress," Applied Energy, Elsevier, vol. 377(PC).
    5. Adão, Bernardino & Narajabad, Borghan & Temzelides, Ted, 2024. "Renewable technology adoption costs and economic growth," Energy Economics, Elsevier, vol. 129(C).
    6. Tao, Xuezong & Wu, Qin & Zhu, Lichao, 2017. "Mitigation potential of CO2 emissions from modal shift induced by subsidy in hinterland container transport," Energy Policy, Elsevier, vol. 101(C), pages 265-273.
    7. Qiu, Rui & Xu, Jiuping & Zeng, Ziqiang & Chen, Xin & Wang, Yinhai, 2022. "Carbon tax policy-induced air travel carbon emission reduction and biofuel usage in China," Journal of Air Transport Management, Elsevier, vol. 103(C).
    8. Bhardwaj, Chandan & Axsen, Jonn & Kern, Florian & McCollum, David, 2020. "Why have multiple climate policies for light-duty vehicles? Policy mix rationales, interactions and research gaps," Transportation Research Part A: Policy and Practice, Elsevier, vol. 135(C), pages 309-326.
    9. Wang, Xiao-Qing & Su, Chi-Wei & Lobonţ, Oana-Ramona & Li, Hao & Nicoleta-Claudia, Moldovan, 2022. "Is China's carbon trading market efficient? Evidence from emissions trading scheme pilots," Energy, Elsevier, vol. 245(C).
    10. Hu, Yucai & Ren, Shenggang & Wang, Yangjie & Chen, Xiaohong, 2020. "Can carbon emission trading scheme achieve energy conservation and emission reduction? Evidence from the industrial sector in China," Energy Economics, Elsevier, vol. 85(C).
    11. Gugler, Klaus & Haxhimusa, Adhurim & Liebensteiner, Mario, 2023. "Carbon pricing and emissions: Causal effects of Britain's carbon tax," Energy Economics, Elsevier, vol. 121(C).
    12. Li, Xi & Yu, Biying, 2019. "Peaking CO2 emissions for China's urban passenger transport sector," Energy Policy, Elsevier, vol. 133(C).
    13. Martínez-Moya, Julián & Vazquez-Paja, Barbara & Gimenez Maldonado, Jose Andrés, 2019. "Energy efficiency and CO2 emissions of port container terminal equipment: Evidence from the Port of Valencia," Energy Policy, Elsevier, vol. 131(C), pages 312-319.
    14. Li, Xiaoyu & Yao, Xilong, 2020. "Can energy supply-side and demand-side policies for energy saving and emission reduction be synergistic?--- A simulated study on China's coal capacity cut and carbon tax," Energy Policy, Elsevier, vol. 138(C).
    15. Zhang, Xin & Liao, Qi & Wang, Qiang & Wang, Limin & Qiu, Rui & Liang, Yongtu & Zhang, Haoran, 2021. "How to promote zero-carbon oilfield target? A technical-economic model to analyze the economic and environmental benefits of Recycle-CCS-EOR project," Energy, Elsevier, vol. 225(C).
    16. Hu, Qiaolin & Gu, Weihua & Wang, Shuaian, 2022. "Optimal subsidy scheme design for promoting intermodal freight transport," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 157(C).
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