Skip to main content

Thank you for visiting nature.com. You are using a browser version with limited support for CSS. To obtain the best experience, we recommend you use a more up to date browser (or turn off compatibility mode in Internet Explorer). In the meantime, to ensure continued support, we are displaying the site without styles and JavaScript.

  • Analysis
  • Published:

Trade-offs between resilience, sustainability and cost in the US agri-food transportation infrastructure

Abstract

Agricultural and food supply chains in the United States are essential for both global and local food security, yet the transportation of agri-food commodities has received little attention despite being an essential feature for connecting production to consumption. Here we map the US agri-food distribution onto real-world highways, railways and waterways and also quantify the trade-offs between cost, path redundancy and carbon emissions of agri-food transit across transportation modes. Highways show the greatest path redundancy; relative to waterways, highways also cost 3 orders of magnitude more and emit 60 times more carbon. On the contrary, waterways show the lowest cost and emission levels, but path redundancy against transportation disturbances is 80% lower than for highways. Railways offer a middle ground on path redundancy, carbon emission and cost concerns compared to highways and waterways. Our findings can inform efforts to balance affordability, resilience and sustainability in agri-food transportation.

This is a preview of subscription content, access via your institution

Access options

Buy this article

Prices may be subject to local taxes which are calculated during checkout

Fig. 1: Base maps of transportation modes.
Fig. 2: Our scope of our agri-food re-distribution within the United States.
Fig. 3: Breakdown of empirical agri-food flows data.
Fig. 4: Heat maps of total agri-food mass flux (kg) across transportation modes by flow type at FAF scale.
Fig. 5: Agri-food flows by mode and flow type.
Fig. 6: Trade-off between efficiency, resilience and sustainability by transportation mode.

Similar content being viewed by others

Data availability

All data sources are listed in the Methods section of the paper and are freely available online. FAF-scale food flows data are collected from https://faf.ornl.gov/faf5/Default.aspx. The spatially located shapefiles of US highways, railways and waterways are collected from https://rosap.ntl.bts.gov/view/dot/7547.

Code availability

Code for mapping the agri-food movement onto real-world transportation infrastructure and analysing the trade-off between efficiency, resilience and sustainability among the transportation modes in this study is developed in QGIS version 3.28.2 and RStudio version 4.0.2. All code will be made available upon reasonable request from the corresponding author.

References

  1. Ercsey-Ravasz, M., Toroczkai, Z., Lakner, Z. & Baranyi, J. Complexity of the international agro-food trade network and its impact on food safety. PloS ONE 7, e37810 (2012).

    Article  ADS  CAS  PubMed  PubMed Central  Google Scholar 

  2. Trade of Agricultural Commodities 2000–2022. Technical report, FAOSTAT ANALYTICAL BRIEF 44 (Food and Agriculture Organization of the United Nations, 2022).

  3. Ericksen, P. J. Conceptualizing food systems for global environmental change research. Global Environ. Change 18, 234–245 (2008).

    Article  Google Scholar 

  4. Falkendal, T. et al. Grain export restrictions during COVID-19 risk food insecurity in many low-and middle-income countries. Nat. Food 2, 11–14 (2021).

    Article  CAS  PubMed  Google Scholar 

  5. 116th Congress Public Law 122 Protecting America’s Food and Agriculture Act of 2019 (U.S. Government Publishing Office, 2020); https://www.congress.gov/116/plaws/publ122/PLAW-116publ122.pdf

  6. U.S. Government Global Food Security Strategy Fiscal Year 2022–2026 (United States Agency for International Development, 2022); https://www.usaid.gov/sites/default/files/2022-05/Global-Food-Security-Strategy-FY22-26_508C.pdf

  7. Karakoc, D. B., Konar, M., Puma, M. J. & Varshney, L. R. Structural chokepoints determine the resilience of agri-food supply chains in the United States. Nat. Food 4, 607–615 (2023).

    Article  PubMed  Google Scholar 

  8. Davis, K. F., Downs, S. & Gephart, J. A. Towards food supply chain resilience to environmental shocks. Nat. Food 2, 54–65 (2021).

    Article  PubMed  Google Scholar 

  9. Mehrabi, Z. World view. Nature 615, 189 (2023).

    Article  ADS  CAS  PubMed  Google Scholar 

  10. Gbegbelegbe, S., Chung, U., Shiferaw, B., Msangi, S. & Tesfaye, K. Quantifying the impact of weather extremes on global food security: a spatial bio-economic approach. Weather Clim. Extrem. 4, 96–108 (2014).

    Article  Google Scholar 

  11. Brown, M. et al. Climate Change, Global Food Security and the US Food System. Munich Personal RePEc Archive (USDA, 2015); http://www.usda.gov/oce/climate_change/FoodSecurity2015Assessment/FullAssessment.pdf

  12. Gaupp, F. Extreme events in a globalized food system. One Earth 2, 518–521 (2020).

    Article  ADS  PubMed  PubMed Central  Google Scholar 

  13. Chenarides, L., Manfredo, M. & Richards, T. J. COVID-19 and food supply chains. Appl. Econ. Perspect. Policy 43, 270–279 (2021).

    Article  Google Scholar 

  14. Mussell, A., Bilyea, T. & Hedley, D. Agri-food supply chains and COVID-19: balancing resilience and vulnerability. Agri-Food Econ. Syst. 519, 1–6 (2020).

    Google Scholar 

  15. Davis, Z. S., Rager, C. B., Gac, F., Snow, J. & Reiner, P. Strategic Latency Unleashed: The Role of Technology in a Revisionist Global Order and the Implications for Special Operations Forces. Technical report (Lawrence Livermore National Lab, 2021).

  16. Schneider, C. M., Moreira, A. A., Andrade, J. S., Havlin, S. & Herrmann, H. J. Mitigation of malicious attacks on networks. Proc. Natl Acad. Sci. USA 108, 3838–3841 (2011).

    Article  ADS  CAS  PubMed  PubMed Central  Google Scholar 

  17. Puma, M. J. Resilience of the global food system. Nat. Sustain. 2, 260–261 (2019).

    Article  Google Scholar 

  18. Gephart, J. A. & Pace, M. L. Structure and evolution of the global seafood trade network. Environ. Res. Lett. 10, 125014 (2015).

    Article  ADS  Google Scholar 

  19. Fair, K. R., Bauch, C. T. & Anand, M. Dynamics of the global wheat trade network and resilience to shocks. Sci. Rep. 7, 7177 (2017).

    Article  ADS  PubMed  PubMed Central  Google Scholar 

  20. Hummels, D. Transportation costs and international trade in the second era of globalization. J. Econ. Perspect. 21, 131–154 (2007).

    Article  Google Scholar 

  21. Kaluza, P., Kölzsch, A., Gastner, M. T. & Blasius, B. The complex network of global cargo ship movements. J. R. Soc. Interface 7, 1093–1103 (2010).

    Article  PubMed  PubMed Central  Google Scholar 

  22. Karakoc, D. B. & Konar, M. A complex network framework for the efficiency and resilience trade-off in global food trade. Environ. Res. Lett. 16, 105003 (2021).

    Article  ADS  Google Scholar 

  23. Lin, X., Ruess, P. J., Marston, L. & Konar, M. Food flows between counties in the United States. Environ. Res. Lett. 14, 084011 (2019).

    Article  ADS  Google Scholar 

  24. Karakoc, D. B., Wang, J. & Konar, M. Food flows between counties in the United States from 2007 to 2017. Environ. Res. Lett. 17, 034035 (2022).

    Article  ADS  Google Scholar 

  25. Smith, T. M. et al. Subnational mobility and consumption-based environmental accounting of US corn in animal protein and ethanol supply chains. Proc. Natl Acad. Sci. USA 114, E7891–E7899 (2017).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  26. Grain Transportation Report. Technical report, Agricultural Marketing Service (U.S. Department of Agriculture, 2022).

  27. National Freight Strategic Plan Full Report. Technical report, Bureau of Transportation Statistics (U.S. Department of Transportation, 2020).

  28. Rock Island District. Inland Waterway Navigation Value to the Nation. Technical report (U.S. Army Corps of Engineers, 2004).

  29. Cartographic Boundary Shapefiles (United States Census Bureau, 2021); https://www.census.gov/geographies/mapping-files/2016/geo/carto-boundary-file.html

  30. Freight Analysis Framework Version 5 (FAF5) (Oak Ridge National Laboratory, 2020); https://faf.ornl.gov/faf5/dtt_domestic.aspx

  31. Denicoff, M. R., Prater, M. & Bahizi, P. Soybean Transportation Profile. Technical report, Agricultural Marketing Service (U.S. Department of Agriculture, 2014).

  32. Valdes, C., Gillespie, J. & Dohlman, E. Soybean Production, Marketing Costs, and Export Competitiveness in Brazil and the United States. Economic Research Service (US Department of Agriculture, 2023).

  33. Prokopy, L. S. et al. Useful to usable: developing usable climate science for agriculture. Clim. Risk Manag. 15, 1–7 (2017).

    Article  Google Scholar 

  34. Karakoc, D. B. & Konar, M. Optimization of national grain imports to balance risk and return: a portfolio theory approach. Environ. Res. Food Syst. 1, 011001 (2024).

    Article  Google Scholar 

  35. Agricultural Marketing Service. USDA Agri-Food Supply Chain Assessment: Program and Policy Options for Strengthening Resilience. Technical report (U.S. Department of Agriculture, 2022).

  36. Food Defense Guidelines for the Transportation and Distribution of Meat, Poultry, and Processed Egg Products (USDA Food Safety and Inspection Service, 2021); https://www.fsis.usda.gov/sites/default/files/media_file/2020-07/Transportation_Security_Guidelines.pdf

  37. Mbow, C. et al. Food Security. Technical report (IPCC, 2020).

  38. Food System Transformation Framework. USDA https://www.usda.gov/media/press-releases/2022/06/01/usda-announces-framework-shoring-food-supply-chain-and-transforming (2022).

  39. Freight Railroads & Climate Change: Reducing Emissions, Enhancing Resiliency (Association of American Railroads, 2023); https://www.aar.org/wp-content/uploads/2023/06/AAR-Climate-Change-2023-Report.pdf

  40. Li, M. et al. Global food-miles account for nearly 20% of total food-systems emissions. Nat. Food 3, 445–453 (2022).

    Article  CAS  PubMed  Google Scholar 

  41. Weber, C. L. & Matthews, H. S. Food-miles and the relative climate impacts of food choices in the United States. Environ. Sci. Technol. 42, 3508–3513 (2008).

    Article  ADS  CAS  PubMed  Google Scholar 

  42. Foong, A., Pradhan, P., Frör, O. & Kropp, J. P. Adjusting agricultural emissions for trade matters for climate change mitigation. Nat. Commun. 13, 3024 (2022).

    Article  ADS  PubMed  PubMed Central  Google Scholar 

  43. Wang, J., Karakoc, D. B. & Konar, M. The carbon footprint of cold chain food flows in the United States. Environ. Res. Infrastruct. Sustain. 2, 021002 (2022).

    Article  ADS  CAS  Google Scholar 

  44. Andrew, R. M. A comparison of estimates of global carbon dioxide emissions from fossil carbon sources. Earth Syst. Sci. Data 12, 1437–1465 (2020).

    Article  ADS  Google Scholar 

  45. National Transportation Atlas Database: 2015 (Bureau of Transportation Statistics United States Department of Transportation, 2023); https://doi.org/10.21949/1502428

  46. Freight Facts and Figures (U.S. Department of Transportation, 2020); https://data.bts.gov/stories/s/Freight-Transportation-System-Extent-Use/r3vy-npqd#top-25-water-ports-by-tonna

  47. Ballou, R. Business Logistics Management (Prentice Hall, 1998).

  48. Dong, J. et al. Modeling Multimodal Freight Transportation Network Performance Under Disruptions. Technical report, Iowa State University (Center for Transportation Research and Education, 2015).

  49. Kharrazi, A., Yu, Y., Jacob, A., Vora, N. & Fath, B. D. Redundancy, diversity, and modularity in network resilience: applications for international trade and implications for public policy. Curr. Res. Environ. Sustain. 2, 100006 (2020).

    Article  PubMed  PubMed Central  Google Scholar 

  50. Ulanowicz, R. E. Quantifying sustainable balance in ecosystem configurations. Curr. Res. Environ. Sustain. 1, 1–6 (2020).

    Article  Google Scholar 

  51. Spellerberg, I. F. & Fedor, P. J. A tribute to Claude Shannon (1916–2001) and a plea for more rigorous use of species richness, species diversity and the, ‘Shannon–Wiener’ Index. Glob. Ecol. Biogeogr. 12, 177–179 (2003).

    Article  Google Scholar 

  52. Kruse, C. J. et al. A Modal Comparison of Domestic Freight Transportation Effects on the General Public: 2001–2019 (Texas A&M Transportation Institute, 2021).

  53. SCTG Commodity Code List. U.S. Census Bureau https://bhs.econ.census.gov/bhsphpext/brdsearch/scs_code.html (2023).

Download references

Acknowledgements

This work is based upon work supported by the National Science Foundation grant numbers CBET-1844773 (‘CAREER: A National Strategy for a Resilient Food Supply Chain’), DEB-1924309 (‘CNH2-L: Feedbacks between Urban Food Security and Rural Agricultural Systems’), BCS-2032065 (‘RAPID: Spatial Resilience of Food Production, Supply Chains, and Security to COVID-19’) and CBET-2115405 (‘SRS RN: Multiscale RECIPES (Resilient, Equitable, and Circular Innovations with Partnership and Education Synergies) for Sustainable Food Systems’). This research was also supported by the US Department of Agriculture (‘Building resilience to shocks and disruptions: Creating sustainable and equitable local and regional food systems in the US Midwest region and beyond’; grant number 2023-68012-39076). Any opinions, findings and conclusions or recommendations expressed in this material are those of the author(s).

Author information

Authors and Affiliations

Authors

Contributions

D.B.K. and M.K. conceptualized the project. D.B.K. and M.K. developed the methodology. D.B.K. curated the data, conducted the formal analysis and investigation, and generated the data visualizations. D.B.K. and M.K. wrote the original draft of the paper and edited it according to reviewer comments. M.K. supervised the project.

Corresponding author

Correspondence to Megan Konar.

Ethics declarations

Competing interests

The authors declare no competing interests.

Peer review

Peer review information

Nature Food thanks Catherine Brinkley, Kilian Kuhla and the other, anonymous, reviewer(s) for their contribution to the peer review of this work.

Additional information

Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary information

Supplementary Information

Supplementary Figs. 1–18, Tables 1 and 2, Results, Discussion, Methods and references.

Reporting Summary

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Karakoc, D.B., Konar, M. Trade-offs between resilience, sustainability and cost in the US agri-food transportation infrastructure. Nat Food 6, 401–409 (2025). https://doi.org/10.1038/s43016-025-01128-9

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue date:

  • DOI: https://doi.org/10.1038/s43016-025-01128-9

Search

Quick links

Nature Briefing Anthropocene

Sign up for the Nature Briefing: Anthropocene newsletter — what matters in anthropocene research, free to your inbox weekly.

Get the most important science stories of the day, free in your inbox. Sign up for Nature Briefing: Anthropocene