The carbon hoofprint of cities is shaped by geography and production in the livestock supply chain

Meat consumed in cities is largely produced in rural regions. Supply chain opacity and complexity hinder understanding of (and the ability to address) the distributed impacts of urban meat consumption on rural communities and environments. Here we combine supply chain models with spatial carbon accounting to quantify and map the GHG emissions from beef, chicken and pork consumption—the carbon hoofprint—for all 3,531 cities in the contiguous USA. This carbon hoofprint totals 329 MtCO2e, equivalent to emissions from US at-home fossil fuel combustion. Surprising differences in the carbon intensity of meat-producing regions explain variation in per capita hoofprints between cities (500–1,731 kgCO2e). Demand-side measures such as reducing food waste and dietary shifts (for example, more chicken, less beef) could halve emissions. Our modelling highlights reduction strategies across the supply chain and provides a basis to address the transboundary impacts of cities. Meat products represent a large share of the carbon footprints of cities, which are dependent on the characteristics of supply regions. With spatially explicit data, researchers show how the so-called carbon hoofprint varies between cities due to the different carbon intensities of producing regions.

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Publication Details

Journal
Nature Climate Change
Published
2025-10-20
DOI
https://doi.org/10.1038/s41558-025-02450-7
Citations
4
Primary Topic
Agriculture Sustainability and Environmental Impact
Type
article
Field-Weighted Citation Impact
6.87

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article

The carbon hoofprint of cities is shaped by geography and production in the livestock supply chain

Rylie E. O. Pelton, Dimitrios Gounaridis, Nathaniel Springer, Benjamin P. Goldstein et al.
4 citations
Nature Climate Change
Agriculture Sustainability and Environmental Impact
6.87
article

The carbon hoofprint of cities is shaped by geography and production in the livestock supply chain

Rylie E. O. Pelton, Dimitrios Gounaridis, Nathaniel Springer, Benjamin P. Goldstein, Jennifer Schmitt, Joshua Newell
article en
4 citations

Abstract

Meat consumed in cities is largely produced in rural regions. Supply chain opacity and complexity hinder understanding of (and the ability to address) the distributed impacts of urban meat consumption on rural communities and environments. Here we combine supply chain models with spatial carbon accounting to quantify and map the GHG emissions from beef, chicken and pork consumption—the carbon hoofprint—for all 3,531 cities in the contiguous USA. This carbon hoofprint totals 329 MtCO2e, equivalent to emissions from US at-home fossil fuel combustion. Surprising differences in the carbon intensity of meat-producing regions explain variation in per capita hoofprints between cities (500–1,731 kgCO2e). Demand-side measures such as reducing food waste and dietary shifts (for example, more chicken, less beef) could halve emissions. Our modelling highlights reduction strategies across the supply chain and provides a basis to address the transboundary impacts of cities. Meat products represent a large share of the carbon footprints of cities, which are dependent on the characteristics of supply regions. With spatially explicit data, researchers show how the so-called carbon hoofprint varies between cities due to the different carbon intensities of producing regions.

Nature Climate ChangeVol. 15(11)
University of Minnesota (US), University of Michigan (US), Cardiovascular Systems (United States) (US)
National Science Foundation
Openalex Percentile: Top 3%
Agriculture Sustainability and Environmental Impact
6.87
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The carbon hoofprint of cities is shaped by geography and production in the livestock supply chain — Rylie E. O. Pelton, Dimitrios Gounaridis, et al. · Nature Climate Change (2025) | TGRS Research Map | TGRS