IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v14y2022i3p1161-d729233.html
   My bibliography  Save this article

Assessing the Environmental Footprint of Distiller-Dried Grains with Soluble Diet as a Substitute for Standard Corn–Soybean for Swine Production in the United States of America

Author

Listed:
  • Md Ariful Haque

    (School of Energy and Environment, City University of Hong Kong, Kowloon, Hong Kong
    Department of Biological and Agricultural Engineering, Kansas State University, Manhattan, KS 66506, USA)

  • Zifei Liu

    (Department of Biological and Agricultural Engineering, Kansas State University, Manhattan, KS 66506, USA)

  • Akinbile Demilade

    (Department of Biological and Agricultural Engineering, Kansas State University, Manhattan, KS 66506, USA)

  • Nallapaneni Manoj Kumar

    (School of Energy and Environment, City University of Hong Kong, Kowloon, Hong Kong)

Abstract

The swine diet formulation in the United States of America (U.S.A.) is entering a new era of decision making to promote low-carbon pork production systems. As a part of the decision-making process, the precision nutrition approaches to customize diet and alternative feeding options that are economically viable and environmentally sustainable are given priority. Hence, the objective of this study is to identify an alternative diet over a standard corn–soybean meal diet. The byproducts from the supply chain of human food and biofuels, i.e., distiller-dried grain with solubles (DDGS), are chosen as an alternative option to formulate a swine diet. First, two alternative byproduct diets with low and high DDGS inclusion (10.1% and 28.8%, respectively) were formulated using the least-cost technique. Second, a life cycle inventory was created, followed by data collection from the key sources, including DATA SMART-2017, USDA, RIA-GREET 2018, and the relevant literature. Third, in SimaPro 8.5.2.0 (PRé Sustainability: LE Amersfoort, The Netherlands), the ReCiPe 2016, the midpoint method by economic allocation was used to investigate the environmental footprint of the formulated diets to inform sustainability decisions of swine-farm managers. The considered functional unit is the ‘lb diet’, and the system boundary is the farm gate that considers only the feed production stage. The observed results include global warming potential, land use, water consumption, fossil resources scarcity, and terrestrial ecotoxicity. The comparative results of a 28.8% DDGS diet over the standard corn–soybean meal diet for the displacement ratio of 0.69 show an approximate global warming potential saving of 0.04 kg CO 2 eq. per lb DDGS feed at the feed production stage. Moreover, the DDGS displacement ratio of 0.69 does not significantly impact water consumption and fossil resources; however, it can reduce land use by 26% and terrestrial ecotoxicity by 8% compared to the standard diet. Overall, the quantified environmental footprint results of the byproduct DDGS diets indicate that the footprints of DDGS diets were lower than the standard diet.

Suggested Citation

  • Md Ariful Haque & Zifei Liu & Akinbile Demilade & Nallapaneni Manoj Kumar, 2022. "Assessing the Environmental Footprint of Distiller-Dried Grains with Soluble Diet as a Substitute for Standard Corn–Soybean for Swine Production in the United States of America," Sustainability, MDPI, vol. 14(3), pages 1-16, January.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:3:p:1161-:d:729233
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/14/3/1161/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/14/3/1161/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Idiano D’Adamo & Massimo Gastaldi & Piergiuseppe Morone & Paolo Rosa & Claudio Sassanelli & Davide Settembre-Blundo & Yichen Shen, 2021. "Bioeconomy of Sustainability: Drivers, Opportunities and Policy Implications," Sustainability, MDPI, vol. 14(1), pages 1-7, December.
    2. Muhammad Ikram & Robert Sroufe & Usama Awan & Nabila Abid, 2021. "Enabling Progress in Developing Economies: A Novel Hybrid Decision-Making Model for Green Technology Planning," Sustainability, MDPI, vol. 14(1), pages 1-30, December.
    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. Maria Lourdes Ordoñez Olivo & Zoltán Lakner, 2023. "Shaping the Knowledge Base of Bioeconomy Sectors Development in Latin American and Caribbean Countries: A Bibliometric Analysis," Sustainability, MDPI, vol. 15(6), pages 1-18, March.
    2. Tuğba Yeğin & Muhammad Ikram, 2022. "Analysis of Consumers’ Electric Vehicle Purchase Intentions: An Expansion of the Theory of Planned Behavior," Sustainability, MDPI, vol. 14(19), pages 1-27, September.
    3. Andrés Fernández-Miguel & Maria Pia Riccardi & Valerio Veglio & Fernando E. García-Muiña & Alfonso P. Fernández del Hoyo & Davide Settembre-Blundo, 2022. "Disruption in Resource-Intensive Supply Chains: Reshoring and Nearshoring as Strategies to Enable Them to Become More Resilient and Sustainable," Sustainability, MDPI, vol. 14(17), pages 1-13, August.
    4. Anup Kumar & Santosh Kumar Shrivastav & Avinash K. Shrivastava & Rashmi Ranjan Panigrahi & Abbas Mardani & Fausto Cavallaro, 2023. "Sustainable Supply Chain Management, Performance Measurement, and Management: A Review," Sustainability, MDPI, vol. 15(6), pages 1-25, March.
    5. Georgios Archimidis Tsalidis, 2022. "Human Health and Ecosystem Quality Benefits with Life Cycle Assessment Due to Fungicides Elimination in Agriculture," Sustainability, MDPI, vol. 14(2), pages 1-12, January.
    6. Bhavesh Kumar & Love Kumar & Avinash Kumar & Ramna Kumari & Uroosa Tagar & Claudio Sassanelli, 2024. "Green finance in circular economy: a literature review," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(7), pages 16419-16459, July.
    7. Love Kumar & Farah Nadeem & Maggie Sloan & Jonas Restle-Steinert & Matthew J. Deitch & Sohail Ali Naqvi & Avinash Kumar & Claudio Sassanelli, 2022. "Fostering Green Finance for Sustainable Development: A Focus on Textile and Leather Small Medium Enterprises in Pakistan," Sustainability, MDPI, vol. 14(19), pages 1-24, September.
    8. Adenike Akinsemolu & Helen Onyeaka & Omololu Fagunwa & Adewale Henry Adenuga, 2023. "Toward a Resilient Future: The Promise of Microbial Bioeconomy," Sustainability, MDPI, vol. 15(9), pages 1-13, April.
    9. Emmanouela Leventaki & Francisco M. Baena-Moreno & Gaetano Sardina & Henrik Ström & Ebrahim Ghahramani & Shirin Naserifar & Phuoc Hoang Ho & Aleksandra M. Kozlowski & Diana Bernin, 2022. "In-Line Monitoring of Carbon Dioxide Capture with Sodium Hydroxide in a Customized 3D-Printed Reactor without Forced Mixing," Sustainability, MDPI, vol. 14(17), pages 1-13, August.
    10. Tuğba Yeğin & Muhammad Ikram, 2022. "Developing a Sustainable Omnichannel Strategic Framework toward Circular Revolution: An Integrated Approach," Sustainability, MDPI, vol. 14(18), pages 1-25, September.
    11. Hanzhe Li & Hui Chen, 2023. "Research on Green Consumption Based on Visual Evaluation Method—Evidence from Stone Flooring Industry," Sustainability, MDPI, vol. 15(13), pages 1-19, July.
    12. Surendra Poonia & Anil Kumar Singh & Dilip Jain & Nallapaneni Manoj Kumar & Digvijay Singh, 2022. "Techno-Economic Analysis of Integrated Solar Photovoltaic Winnower-Cum Dryer for Drying Date Palm Fruit," Sustainability, MDPI, vol. 14(20), pages 1-15, October.
    13. Heino Pesch & Louis Louw, 2023. "Evaluating the Economic Feasibility of Plant Factory Scenarios That Produce Biomass for Biorefining Processes," Sustainability, MDPI, vol. 15(2), pages 1-36, January.
    14. Muhammad Muhitur Rahman & Mohammad Shahedur Rahman & Saidur R. Chowdhury & Alaeldeen Elhaj & Shaikh Abdur Razzak & Syed Abu Shoaib & Md Kamrul Islam & Mohammed Monirul Islam & Sayeed Rushd & Syed Masi, 2022. "Greenhouse Gas Emissions in the Industrial Processes and Product Use Sector of Saudi Arabia—An Emerging Challenge," Sustainability, MDPI, vol. 14(12), pages 1-18, June.
    15. Oluyomi A. Osobajo & Adekunle Oke & Ama Lawani & Temitope S. Omotayo & Nkeiruka Ndubuka-McCallum & Lovelin Obi, 2022. "Providing a Roadmap for Future Research Agenda: A Bibliometric Literature Review of Sustainability Performance Reporting (SPR)," Sustainability, MDPI, vol. 14(14), pages 1-20, July.
    16. Tuğba Yeğin & Muhammad Ikram, 2022. "Performance Evaluation of Green Furniture Brands in the Marketing 4.0 Period: An Integrated MCDM Approach," Sustainability, MDPI, vol. 14(17), pages 1-32, August.
    17. Emilia Mary Balan & Cristina Georgiana Zeldea, 2023. "Bioeconomy in Romania: Investigating Farmers’ Knowledge," Sustainability, MDPI, vol. 15(10), pages 1-29, May.
    18. Felipe Romero-Perdomo & Miguel Ángel González-Curbelo, 2023. "Integrating Multi-Criteria Techniques in Life-Cycle Tools for the Circular Bioeconomy Transition of Agri-Food Waste Biomass: A Systematic Review," Sustainability, MDPI, vol. 15(6), pages 1-27, March.
    19. Luay Jum’a & Muhammad Ikram & Ziad Alkalha & Maher Alaraj, 2022. "Do Companies Adopt Big Data as Determinants of Sustainability: Evidence from Manufacturing Companies in Jordan," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 23(4), pages 479-494, December.
    20. Tai Abdulrahman Alshammari & Khalid Mhasan Alshammary & Fahad Maiyah Alshammari, 2022. "Green Product and Process Innovation, Corporate Environmental Ethics and Competitive Advantages among Manufacturing Firms in the Kingdom of Saudi Arabia," Journal of Economics and Behavioral Studies, AMH International, vol. 14(2), pages 51-61.

    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:jsusta:v:14:y:2022:i:3:p:1161-:d:729233. 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.