IDEAS home Printed from https://ideas.repec.org/a/gam/jagris/v14y2024i4p609-d1374757.html
   My bibliography  Save this article

Exploring Symbiosis: Innovatively Unveiling the Interplay between the Cold Chain Logistics of Fresh Agricultural Products and the Ecological Environment

Author

Listed:
  • Yingdan Zhang

    (School of Business and Management, Jilin University, Changchun 130022, China)

  • Xuemei Fan

    (School of Business and Management, Jilin University, Changchun 130022, China)

  • Yingying Cao

    (School of Business and Management, Jilin University, Changchun 130022, China)

  • Jiahui Xue

    (School of Business and Management, Jilin University, Changchun 130022, China)

Abstract

Cold chain logistics are crucial for reducing agricultural product loss, yet the environmental impact of energy and packaging consumption, among others, demands attention, making the search for eco-friendly development modes essential. Based on data from 30 provinces in China from 2015 to 2021, this study analyzes the basic correlation between the development of cold chain logistics of fresh agricultural products (CCLFAP) and the ecological environment (EE) by using a random forest regression model in comparison with the XGBoost model. Correlation heatmaps were used to analyze the relationships between the cold chain logistics of fresh agricultural products and various factors of the ecological environment. The generalized additive model was then used to establish the connection between cold chain logistics and the ecological environment, identifying significant factors impacting EE. The results demonstrate that a higher development level of cold chain logistics corresponds to a better development trend of EE. The economic efficiency and technical aspects of cold chain logistics for fresh agricultural products are closely related to ecological pressures and responses. The number of employees in the logistics industry, the trading volume of fresh agricultural products, the number of refrigerated vehicles, and the capacity of the cold room have significant positive correlations with the ecological environment, while the per capita consumption of fresh agricultural products, the number of cold chain logistics patent applications, and the road density had significant negative correlations with the ecological environment. The effects of the number of cold chain logistics enterprises and the freight turnover of agricultural products transported by the cold chain on the ecological environment fluctuated. These findings contribute to reducing climate and environmental emergencies throughout the life cycle, offering sustainable development solutions for the fresh agricultural product cold chain logistics industry.

Suggested Citation

  • Yingdan Zhang & Xuemei Fan & Yingying Cao & Jiahui Xue, 2024. "Exploring Symbiosis: Innovatively Unveiling the Interplay between the Cold Chain Logistics of Fresh Agricultural Products and the Ecological Environment," Agriculture, MDPI, vol. 14(4), pages 1-21, April.
  • Handle: RePEc:gam:jagris:v:14:y:2024:i:4:p:609-:d:1374757
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2077-0472/14/4/609/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2077-0472/14/4/609/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Bisheng Du & Qing Liu & Guiping Li, 2017. "Coordinating Leader-Follower Supply Chain with Sustainable Green Technology Innovation on Their Fairness Concerns," IJERPH, MDPI, vol. 14(11), pages 1-23, November.
    2. Lingfei Weng & Wentao Dou & Yejing Chen, 2023. "Study on the Coupling Effect of Agricultural Production, Road Construction, and Ecology: The Case for Cambodia," Agriculture, MDPI, vol. 13(4), pages 1-19, March.
    3. Syed Abdul Rehman Khan & Arshian Sharif & Hêriş Golpîra & Anil Kumar, 2019. "A green ideology in Asian emerging economies: From environmental policy and sustainable development," Sustainable Development, John Wiley & Sons, Ltd., vol. 27(6), pages 1063-1075, November.
    4. Fichtinger, Johannes & Ries, Jörg M. & Grosse, Eric H. & Baker, Peter, 2015. "Assessing the environmental impact of integrated inventory and warehouse management," International Journal of Production Economics, Elsevier, vol. 170(PC), pages 717-729.
    5. Anish Kumar & Sachin Kumar Mangla & Pradeep Kumar & Stavros Karamperidis, 2020. "Challenges in perishable food supply chains for sustainability management: A developing economy perspective," Business Strategy and the Environment, Wiley Blackwell, vol. 29(5), pages 1809-1831, July.
    6. Amin Ullah Khan & Yousaf Ali, 2021. "Sustainable supplier selection for the cold supply chain (CSC) in the context of a developing country," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(9), pages 13135-13164, September.
    7. Bai, Qingguo & Gong, Yeming (Yale) & Jin, Mingzhou & Xu, Xianhao, 2019. "Effects of carbon emission reduction on supply chain coordination with vendor-managed deteriorating product inventory," International Journal of Production Economics, Elsevier, vol. 208(C), pages 83-99.
    8. Daqing Wu & Jiyu Li & Jiye Cui & Dong Hu, 2023. "Research on the Time-Dependent Vehicle Routing Problem for Fresh Agricultural Products Based on Customer Value," Agriculture, MDPI, vol. 13(3), pages 1-23, March.
    9. Yu, Yunlong & Xiao, Tiaojun, 2021. "Analysis of cold-chain service outsourcing modes in a fresh agri-product supply chain," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 148(C).
    10. Fichtinger, J. & Ries, J. M. & Grosse, E. H. & Baker, P., 2015. "Assessing the environmental impact of integrated inventory and warehouse management," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 74211, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    11. Dukkanci, Okan & Peker, Meltem & Kara, Bahar Y., 2019. "Green hub location problem," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 125(C), pages 116-139.
    12. Fahimnia, Behnam & Sarkis, Joseph & Davarzani, Hoda, 2015. "Green supply chain management: A review and bibliometric analysis," International Journal of Production Economics, Elsevier, vol. 162(C), pages 101-114.
    Full references (including those not matched with items on IDEAS)

    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. Eleonora Bottani & Giorgia Casella & Majcol Nobili & Letizia Tebaldi, 2022. "An Analytic Model for Estimating the Economic and Environmental Impact of Food Cold Supply Chain," Sustainability, MDPI, vol. 14(8), pages 1-16, April.
    2. Govindan, Kannan & Kilic, Merve & Uyar, Ali & Karaman, Abdullah S., 2021. "Drivers and value-relevance of CSR performance in the logistics sector: A cross-country firm-level investigation," International Journal of Production Economics, Elsevier, vol. 231(C).
    3. P. Mala & M. Palanivel & S. Priyan & N. Anbazhagan & Srijana Acharya & Gyanendra Prasad Joshi & Joohan Ryoo, 2021. "Sustainable Decision-Making Approach for Dual-Channel Manufacturing Systems under Space Constraints," Sustainability, MDPI, vol. 13(20), pages 1-22, October.
    4. Mohammed Alnahhal & Bashir Salah & Mohammed Ruzayqat, 2022. "An Efficient Approach to Investigate the Tradeoff between Double Handling and Needed Capacity in Automated Distribution Centers," Sustainability, MDPI, vol. 14(13), pages 1-25, June.
    5. Battini, Daria & Glock, Christoph H. & Grosse, Eric H. & Persona, Alessandro & Sgarbossa, Fabio, 2017. "Reprint of “Ergo-lot-sizing: An approach to integrate ergonomic and economic objectives in manual materials handling”," International Journal of Production Economics, Elsevier, vol. 194(C), pages 32-42.
    6. Konur, Dinçer & Campbell, James F. & Monfared, Sepideh A., 2017. "Economic and environmental considerations in a stochastic inventory control model with order splitting under different delivery schedules among suppliers," Omega, Elsevier, vol. 71(C), pages 46-65.
    7. Miao Su & Su‐Han Woo & Xiaochun Chen & Keun‐sik Park, 2023. "Identifying critical success factors for the agri‐food cold chain's sustainable development: When the strategy system comes into play," Business Strategy and the Environment, Wiley Blackwell, vol. 32(1), pages 444-461, January.
    8. Ghulam Naseer Shah & Muhammad Asim, 2019. "Impact of E-Logistics on Warehousing Management Performance at English Biscuit Manufacturing," Business Management and Strategy, Macrothink Institute, vol. 10(2), pages 132-162, December.
    9. Fan Liu & Ning Ma, 2019. "Multicriteria ABC Inventory Classification Using the Social Choice Theory," Sustainability, MDPI, vol. 12(1), pages 1-19, December.
    10. Atashi Khoei, Arsham & Süral, Haldun & Tural, Mustafa Kemal, 2023. "Energy minimizing order picker forklift routing problem," European Journal of Operational Research, Elsevier, vol. 307(2), pages 604-626.
    11. Jianming Cai & Xiaokang Li & Yue Liang & Shan Ouyang, 2021. "Collaborative Optimization of Storage Location Assignment and Path Planning in Robotic Mobile Fulfillment Systems," Sustainability, MDPI, vol. 13(10), pages 1-26, May.
    12. Nidhi Handa & S. R. Singh & Neha Punetha, 2022. "Impact of carbon emission in two-echelon supply chain inventory decision with controllable deterioration and two-level trade-credit period," OPSEARCH, Springer;Operational Research Society of India, vol. 59(4), pages 1555-1586, December.
    13. Brandenburg, Marcus, 2017. "A hybrid approach to configure eco-efficient supply chains under consideration of performance and risk aspects," Omega, Elsevier, vol. 70(C), pages 58-76.
    14. Julia Freis & Philipp Vohlidka & Willibald A. Günthner, 2016. "Low-Carbon Warehousing: Examining Impacts of Building and Intra-Logistics Design Options on Energy Demand and the CO 2 Emissions of Logistics Centers," Sustainability, MDPI, vol. 8(5), pages 1-36, May.
    15. Sara Perotti & Lorenzo Bruno Prataviera & Marco Melacini, 2022. "Assessing the environmental impact of logistics sites through CO2eq footprint computation," Business Strategy and the Environment, Wiley Blackwell, vol. 31(4), pages 1679-1694, May.
    16. Genhasi Ge & Daoping Wang & Mesumbe Bianca Epede, 2022. "Pricing Policies of Green Dual-Channel Supply Chain with Fairness Concerns and Altruistic Preferences Based on Consumers’ Environmental Awareness and Channel Preference," IJERPH, MDPI, vol. 19(20), pages 1-28, October.
    17. Marco Giacomelli & Francesco Pilati & Matteo Brunelli, 2024. "Bi-Objective Inventory Policy with Comprehensive Environmental Factors Formulation and Service Level Constraints," Sustainability, MDPI, vol. 16(17), pages 1-18, September.
    18. Pablo Becerra & Josefa Mula & Raquel Sanchis, 2022. "Sustainable Inventory Management in Supply Chains: Trends and Further Research," Sustainability, MDPI, vol. 14(5), pages 1-19, February.
    19. Yan Xu & Yan Tian & Chuan Pang & Huajun Tang, 2024. "Manufacturer vs. Retailer: A Comparative Analysis of Different Government Subsidy Strategies in a Dual-Channel Supply Chain Considering Green Quality and Channel Preferences," Mathematics, MDPI, vol. 12(10), pages 1-28, May.
    20. Raffaele Carli & Mariagrazia Dotoli & Salvatore Digiesi & Francesco Facchini & Giorgio Mossa, 2020. "Sustainable Scheduling of Material Handling Activities in Labor-Intensive Warehouses: A Decision and Control Model," Sustainability, MDPI, vol. 12(8), pages 1-25, April.

    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:gam:jagris:v:14:y:2024:i:4:p:609-:d:1374757. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.