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High average and linear scaling of Ecological Footprint in cities

CSS Publication Number
CSS26-51
Full Publication Date
October 13, 2026
Abstract

Cities are often assumed to be environmentally efficient in high-income countries, but their indirect impacts through consumption make this efficiency uncertain. Studies of agglomeration effects and urban scaling have reported contradictory results, with most analyses relying on consumption-based carbon footprints and rarely examining non-carbon impacts. Here we present spatially and sectorally detailed Ecological Footprint estimates covering all 83,603 populated US census tracts and disaggregating consumption into 52 categories in 2021. We found that per-capita Ecological Footprint was highest in cities, followed by suburbs and rural areas, with only small differences in effect size. Total urban Ecological Footprint scaled approximately linearly with population and remained robust across city delineations. These results indicate that cities do not exhibit clear footprint efficiency and that policies targeting settlement type or individual sectors alone are unlikely to deliver meaningful reductions. We suggest treating Ecological Footprint reduction as a wicked problem and reframing it toward actionability.

Co-Author(s)
Boqian Xu
Kaili Zhang
Liqing Li
Yue Yu
Kaitlin Linden
Bahar Dadashova
Galen Newman
Xinyue Ye
David Lin
Wenzhe Jiao
Research Areas
Urban Systems and Built Environment
Framework, Methods & Tools
Keywords

Efficiency, agglomeration, cities, carbon footprint, Ecological Footprint, consumption.

Publication Type
Journal Article
Digital Object Identifier
https://doi.org/10.1038/s41467-026-78515-8
Full Citation

Xu, B., Zhang, K., Li, L. et al. High average and linear scaling of Ecological Footprint in cities. Nat Commun (2026). https://doi.org/10.1038/s41467-026-78515-8. CSS26-51.