IDEAS home Printed from https://ideas.repec.org/a/eee/transe/v159y2022ics136655452200028x.html
   My bibliography  Save this article

Transport service selection and routing with carbon emissions and inventory costs consideration in the context of the Belt and Road Initiative

Author

Listed:
  • Qi, Yingxiu
  • Harrod, Steven
  • Psaraftis, Harilaos N.
  • Lang, Maoxiang

Abstract

The Belt and Road Initiative (BRI) entails investments to improve overland (rail) transport between Europe and China. This paper introduces a microscopic Multi-Commodity Flow Service Selection Problem for freight transport under the BRI and provides a decision tool for shippers to make door-to-door service plans. The minimizing objective function considers transportation costs, in-transit inventory costs, and carbon emissions. A series of sampled data of each provincial region of China are collected from Chinese multimodal transport operators. Results show that inland regions are strongly attracted to the rail mode for shipments to Europe. However, the “last mile” (including “first mile”) transport from the shipper to the long-haul transport terminal strongly influences this choice, and carbon emissions are strongly influenced by the available last mile transport links. Under the dual impact of in-transit inventory and carbon emission costs, regions that prefer rail to maritime are much further east than suggested by previous literature.

Suggested Citation

  • Qi, Yingxiu & Harrod, Steven & Psaraftis, Harilaos N. & Lang, Maoxiang, 2022. "Transport service selection and routing with carbon emissions and inventory costs consideration in the context of the Belt and Road Initiative," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 159(C).
    • Handle: RePEc:eee:transe:v:159:y:2022:i:c:s136655452200028x
    DOI: 10.1016/j.tre.2022.102630
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S136655452200028X
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.tre.2022.102630?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Holguín-Veras, José & Kalahasthi, Lokesh & Campbell, Shama & González-Calderón, Carlos A. & (Cara) Wang, Xiaokun, 2021. "Freight mode choice: Results from a nationwide qualitative and quantitative research effort," Transportation Research Part A: Policy and Practice, Elsevier, vol. 143(C), pages 78-120.
    2. Andersen, Jardar & Crainic, Teodor Gabriel & Christiansen, Marielle, 2009. "Service network design with management and coordination of multiple fleets," European Journal of Operational Research, Elsevier, vol. 193(2), pages 377-389, March.
    3. Liu, Xiaotong & Zhang, Kai & Chen, Bokui & Zhou, Jun & Miao, Lixin, 2018. "Analysis of logistics service supply chain for the One Belt and One Road initiative of China," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 117(C), pages 23-39.
    4. Li, Qinglin & Rezaei, Jafar & Tavasszy, Lori & Wiegmans, Bart & Guo, Jingwei & Tang, Yinying & Peng, Qiyuan, 2020. "Customers’ preferences for freight service attributes of China Railway Express," Transportation Research Part A: Policy and Practice, Elsevier, vol. 142(C), pages 225-236.
    5. Yan Sun & Maoxiang Lang, 2015. "Modeling the Multicommodity Multimodal Routing Problem with Schedule-Based Services and Carbon Dioxide Emission Costs," Mathematical Problems in Engineering, Hindawi, vol. 2015, pages 1-21, December.
    6. Wen, Xin & Ma, Hoi-Lam & Choi, Tsan-Ming & Sheu, Jiuh-Biing, 2019. "Impacts of the Belt and Road Initiative on the China-Europe trading route selections," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 122(C), pages 581-604.
    7. Christian Va Karsten & Stefan Ropke & David Pisinger, 2018. "Simultaneous Optimization of Container Ship Sailing Speed and Container Routing with Transit Time Restrictions," Transportation Science, INFORMS, vol. 52(4), pages 769-787, August.
    8. Harilaos N. Psaraftis & Christos A. Kontovas, 2015. "Slow Steaming in Maritime Transportation: Fundamentals, Trade-offs, and Decision Models," International Series in Operations Research & Management Science, in: Chung-Yee Lee & Qiang Meng (ed.), Handbook of Ocean Container Transport Logistics, edition 127, chapter 11, pages 315-358, Springer.
    9. Zhao, Laijun & Zhao, Yue & Hu, Qingmi & Li, Huiyong & Stoeter, Johan, 2018. "Evaluation of consolidation center cargo capacity and loctions for China railway express," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 117(C), pages 58-81.
    10. Zhou, Yaoming & Kundu, Tanmoy & Goh, Mark & Sheu, Jiuh-Biing, 2021. "Multimodal transportation network centrality analysis for Belt and Road Initiative," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 149(C).
    11. Raden Achmad Chairdino Leuveano & Mohd Nizam Ab Rahman & Wan Mohd Faizal Wan Mahmood & Chairul Saleh, 2019. "Integrated Vendor–Buyer Lot-Sizing Model with Transportation and Quality Improvement Consideration under Just-in-Time Problem," Mathematics, MDPI, vol. 7(10), pages 1-25, October.
    12. Jeffrey D. Camm & Amitabh S. Raturi & Shigeru Tsubakitani, 1990. "Cutting Big M Down to Size," Interfaces, INFORMS, vol. 20(5), pages 61-66, October.
    13. Thürer, Matthias & Tomašević, Ivan & Stevenson, Mark & Blome, Constantin & Melnyk, Steven & Huang, George Q., 2020. "A systematic review of China’s belt and road initiative: implications for global supply chain management," LIDAM Reprints CORE 3131, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    14. Karsten, Christian Vad & Pisinger, David & Ropke, Stefan & Brouer, Berit Dangaard, 2015. "The time constrained multi-commodity network flow problem and its application to liner shipping network design," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 76(C), pages 122-138.
    15. Mengqiu Lu & Yu Chen & Robin Morphet & Yuqi Lu & Enkang Li, 2019. "The spatial competition between containerised rail and sea transport in Eurasia," Palgrave Communications, Palgrave Macmillan, vol. 5(1), pages 1-11, December.
    16. Bektaş, Tolga & Ehmke, Jan Fabian & Psaraftis, Harilaos N. & Puchinger, Jakob, 2019. "The role of operational research in green freight transportation," European Journal of Operational Research, Elsevier, vol. 274(3), pages 807-823.
    17. J Bauer & T Bektaş & T G Crainic, 2010. "Minimizing greenhouse gas emissions in intermodal freight transport: an application to rail service design," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 61(3), pages 530-542, March.
    18. Reinhardt, Line Blander & Pisinger, David & Sigurd, Mikkel M. & Ahmt, Jonas, 2020. "Speed optimizations for liner networks with business constraints," European Journal of Operational Research, Elsevier, vol. 285(3), pages 1127-1140.
    19. Zhang, Xu & Zhang, Wei & Lee, Paul Tae-Woo, 2020. "Importance rankings of nodes in the China Railway Express network under the Belt and Road Initiative," Transportation Research Part A: Policy and Practice, Elsevier, vol. 139(C), pages 134-147.
    20. Kundu, Tanmoy & Sheu, Jiuh-Biing, 2019. "Analyzing the effect of government subsidy on shippers’ mode switching behavior in the Belt and Road strategic context," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 129(C), pages 175-202.
    21. Balakrishnan, Anantaram & Karsten, Christian Vad, 2017. "Container shipping service selection and cargo routing with transshipment limits," European Journal of Operational Research, Elsevier, vol. 263(2), pages 652-663.
    22. Yang, Zhongzhen & Sun, Yu & Lee, Paul Tae-Woo, 2020. "Impact of the development of the China-Europe Railway Express – A case on the Chongqing international logistics center," Transportation Research Part A: Policy and Practice, Elsevier, vol. 136(C), pages 244-261.
    23. Wei, Hairui & Lee, Paul Tae-Woo, 2021. "Designing a coordinated horizontal alliance system for China’s inland ports with China railway express platforms along the Silk Road Economic Belt," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 147(C).
    24. Small, Kenneth A., 2012. "Valuation of travel time," Economics of Transportation, Elsevier, vol. 1(1), pages 2-14.
    25. Jiang, Yonglei & Sheu, Jiuh-Biing & Peng, Zixuan & Yu, Bin, 2018. "Hinterland patterns of China Railway (CR) express in China under the Belt and Road Initiative: A preliminary analysis," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 119(C), pages 189-201.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Xu, Su Xiu & Guo, Ren-Yong & Zhai, Yue & Feng, Jianghong & Ning, Yu, 2024. "Toward a positive compensation policy for rail transport via mechanism design: The case of China Railway Express," Transport Policy, Elsevier, vol. 146(C), pages 322-342.
    2. Khan, Syed Abdul Rehman & Zia-Ul-Haq, Hafiz Muhammad & Ponce, Pablo & Janjua, Laeeq, 2023. "Re-investigating the impact of non-renewable and renewable energy on environmental quality: A roadmap towards sustainable development," Resources Policy, Elsevier, vol. 81(C).
    3. Wang, Shuaian & Yan, Ran, 2023. "Fundamental challenge and solution methods in prescriptive analytics for freight transportation," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 169(C).
    4. Ji, Jingna & Li, Tao & Yang, Lei, 2023. "Pricing and carbon reduction strategies for vertically differentiated firms under Cap-and-Trade regulation," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 171(C).
    5. Zhichao Ma & Jie Zhang & Huanhuan Wang & Shaochan Gao, 2023. "Optimization of Sustainable Bi-Objective Cold-Chain Logistics Route Considering Carbon Emissions and Customers’ Immediate Demands in China," Sustainability, MDPI, vol. 15(7), pages 1-23, March.
    6. Zhang, Yilin & Zhang, Anming & Wang, Kun & Zheng, Shiyuan & Yang, Hangjun & Hong, Junjie, 2023. "Impact of CR Express and intermodal freight transport competition on China-Europe Route: Emission and welfare implications," Transportation Research Part A: Policy and Practice, Elsevier, vol. 171(C).
    7. Huifang Li & Yin Wang, 2023. "Hierarchical Multimodal Hub Location Problem with Carbon Emissions," Sustainability, MDPI, vol. 15(3), pages 1-23, January.
    8. Chen, Dongxu & Peng, Sufan & Lian, Feng & Yang, Zhongzhen, 2023. "Optimization of a Japan-Europe multimodal transportation corridor," Transportation Research Part A: Policy and Practice, Elsevier, vol. 175(C).
    9. Li, Hao & Huang, Wentao & Li, Ran & Yu, Moduo & Tai, Nengling & Zhou, Songli, 2023. "The multi-visit-multi-voyage scheduling of the heterogeneous shuttle tanker fleet via inventory-oriented joint planning," Applied Energy, Elsevier, vol. 334(C).
    10. Guo, Liquan & Jiang, Changmin & Hou, Weilu & Ng, Adolf K.Y. & Shi, Qin, 2024. "International multimodal transport connectivity assessment of multimodal transport from mainland China to Europe," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 186(C).
    11. Cheng, Lihong & Guo, Xiaolong & Li, Xiaoxiao & Yu, Yugang, 2022. "Data-driven ordering and transshipment decisions for online retailers and logistics service providers," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 161(C).
    12. Li, Xinyan & Xie, Chi & Bao, Zhaoyao, 2022. "A multimodal multicommodity network equilibrium model with service capacity and bottleneck congestion for China-Europe containerized freight flows," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 164(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Gong, Xu & Li, Zhi-Chun, 2022. "Determination of subsidy and emission control coverage under competition and cooperation of China-Europe Railway Express and liner shipping," Transport Policy, Elsevier, vol. 125(C), pages 323-335.
    2. Zhou, Yaoming & Kundu, Tanmoy & Goh, Mark & Sheu, Jiuh-Biing, 2021. "Multimodal transportation network centrality analysis for Belt and Road Initiative," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 149(C).
    3. Zhang, Yilin & Zhang, Anming & Wang, Kun & Zheng, Shiyuan & Yang, Hangjun & Hong, Junjie, 2023. "Impact of CR Express and intermodal freight transport competition on China-Europe Route: Emission and welfare implications," Transportation Research Part A: Policy and Practice, Elsevier, vol. 171(C).
    4. Wei, Hairui & Lee, Paul Tae-Woo, 2021. "Designing a coordinated horizontal alliance system for China’s inland ports with China railway express platforms along the Silk Road Economic Belt," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 147(C).
    5. Jingjing Cao & Tianyi Guo & Yan Chen, 2023. "Modeling Government Subsidy Strategies for Railway Carriers: Environmental Impacts and Industry Competition," Mathematics, MDPI, vol. 11(14), pages 1-26, July.
    6. He, Peiming & Zhang, Jiaming & Chen, Litai, 2022. "Time is money: Impact of China-Europe Railway Express on the export of laptop products from Chongqing to Europe," Transport Policy, Elsevier, vol. 125(C), pages 312-322.
    7. Zhuo Zhang & Dezhi Zhang & Lóránt A. Tavasszy & Qinglin Li, 2020. "Multicriteria Intermodal Freight Network Optimal Problem with Heterogeneous Preferences under Belt and Road Initiative," Sustainability, MDPI, vol. 12(24), pages 1-24, December.
    8. Lee, Paul Tae-Woo & Hu, Zhi-Hua & Lee, Sangjeong & Feng, Xuehao & Notteboom, Theo, 2022. "Strategic locations for logistics distribution centers along the Belt and Road: Explorative analysis and research agenda," Transport Policy, Elsevier, vol. 116(C), pages 24-47.
    9. Kundu, Tanmoy & Sheu, Jiuh-Biing, 2019. "Analyzing the effect of government subsidy on shippers’ mode switching behavior in the Belt and Road strategic context," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 129(C), pages 175-202.
    10. Ali, Usman & Li, Yanxi & Wang, Jian-Jun & Yue, Xiaohang & Chang, Ai-Chih (Jasmine), 2021. "Dynamics of outward FDI and productivity spillovers in logistics services industry: Evidence from China," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 148(C).
    11. Xu, Su Xiu & Guo, Ren-Yong & Zhai, Yue & Feng, Jianghong & Ning, Yu, 2024. "Toward a positive compensation policy for rail transport via mechanism design: The case of China Railway Express," Transport Policy, Elsevier, vol. 146(C), pages 322-342.
    12. Qian, Peipei & Yang, Zhongzhen & Lian, Feng, 2024. "The structural and spatial evolution of the China Railway Express network," Research in Transportation Economics, Elsevier, vol. 103(C).
    13. Lee, Paul Tae-Woo & Song, Zhaoyu, 2023. "Exploring a new development direction of the Belt and Road Initiative in the transitional period towards the post-COVID-19 era," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 172(C).
    14. Liu, Qing & Yang, Yang & Ke, Luqi & Ng, Adolf K.Y., 2022. "Structures of port connectivity, competition, and shipping networks in Europe," Journal of Transport Geography, Elsevier, vol. 102(C).
    15. Kyoung-Suk Choi, 2021. "The Current Status and Challenges of China Railway Express (CRE) as a Key Sustainability Policy Component of the Belt and Road Initiative," Sustainability, MDPI, vol. 13(9), pages 1-18, April.
    16. Du, Yiying & Zhou, Wenyuan & Lian, Feng, 2022. "A scheme for passenger service-like backhaul for China railway express trains," Transport Policy, Elsevier, vol. 120(C), pages 56-68.
    17. Liu, Jiaguo & Meng, Hui, 2024. "Can China railway express enhance the economic-trade vitality of cities? A spatial empirical evidence from China," Transport Policy, Elsevier, vol. 150(C), pages 121-138.
    18. Li, Xinyan & Xie, Chi & Bao, Zhaoyao, 2022. "A multimodal multicommodity network equilibrium model with service capacity and bottleneck congestion for China-Europe containerized freight flows," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 164(C).
    19. 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).
    20. Fenling Feng & Tianzuo Zhang & Chengguang Liu & Lifeng Fan, 2020. "China Railway Express Subsidy Model Based on Game Theory under “the Belt and Road” Initiative," Sustainability, MDPI, vol. 12(5), pages 1-16, March.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:transe:v:159:y:2022:i:c:s136655452200028x. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/600244/description#description .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.