Measuring What Matters: Why European Cities Need Bottom-Up Consumption-Based Greenhouse Gas Emission Inventories
DOI:
https://doi.org/10.55845/jos-2026-22210Keywords:
Climate Change, Greenhouse Gas (GHG), Local Climate Action, Cities, Consumption-Based EmissionsAbstract
The EU has actively invested in climate change mitigation in recent decades, successfully reducing territorial greenhouse gas (GHG) emissions. However, consumption-based emissions have been largely overlooked. In particular, local climate action has excluded significant upstream emissions associated with urban activities occurring beyond municipal borders. Current city-level GHG accounting frameworks and practices in the EU typically exclude scope 3 emissions, but these often dominate cities’ GHG footprints. Cities need consumption-based GHG accounting frameworks to support ambitious and effective local climate action. Existing methods to increase the comprehensiveness of city-level GHG accounting include top-down input-output approaches and bottom-up process-based life-cycle approaches. Top-down methods have limited local actionability: they are unable to effectively inform and monitor local climate action because they lack the context-specific connection with physical flows and tangible urban activities that can be shaped by local action. On the other hand, bottom-up methods have been considered impractical due to their high data and modelling requirements. Cities need bottom-up methods and representative data that can be widely applicable to develop comprehensive and actionable consumption-based GHG emission inventories.
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References
Balouktsi, M. (2020). Carbon metrics for cities: production and consumption implications for policies. Buildings and Cities 1(1): 233–259. https://doi.org/10.5334/bc.33 DOI: https://doi.org/10.5334/bc.33
Bastos, J., Banja, M., Vitel, A.-E., et al. (2026). Tackling out-of-boundary emissions in climate change mitigation at the city level – State of the art in greenhouse gas accounting and mitigation, including scope 1, 2 and 3 emissions – Final report. Publications Office of the European Union, Luxembourg, JRC145257. https://data.europa.eu/doi/10.2760/0893489
Chancel, L. (2022). Global carbon inequality over 1990–2019. Nature Sustainability 5, 931–938 https://doi.org/10.1038/s41893-022-00955-z DOI: https://doi.org/10.1038/s41893-022-00955-z
C40. (2023) Cutting GHG emissions from consumption: Indicators are tools for action. C40 Cities Climate Leadership Group. https://www.c40knowledgehub.org/s/article/Cutting-GHG-emissions-from-consumption-Indicators-are-tools-for-action?language=en_US.
EEA. (2026) Annual European Union greenhouse gas inventory 1990–2024 and inventory document 2026. EEA report no 04/2026, European Environment Agency , Copenhagen, Denmark. https://www.eea.europa.eu/en/analysis/publications/annual-european-union-greenhouse-gas-inventory-2026
Environmental Law Institute. (2024). A toolkit for incorporating plant-based protein measures in municipal climate action plans. Washington, DC. https://www.eli.org/research-report/toolkit-incorporating-plant-based-protein-measures-municipal-climate-action-plans
Eurostat. (2026). EU GHG emissions from the production and consumption (footprint) perspectives (FIGARO application). Dataset updated on 22 January 2026, accessed 2 May 2026. https://doi.org/10.2908/CLI_GGE_FOOT.
Galli, A., Antonelli, M., Wambersie, L., et al. (2023). EU-27 ecological footprint was primarily driven by food consumption and exceeded regional biocapacity from 2004 to 2014. Nature Food, 4, 810–822. https://doi.org/10.1038/s43016-023-00843-5 DOI: https://doi.org/10.1038/s43016-023-00843-5
Gao, Z., Xie, H., Yang, X. et al. (2023) Electric vehicle lifecycle carbon emission reduction: A review, Carbon Neutralization 2, 528–550. https://doi.org/10.1002/cnl2.81 DOI: https://doi.org/10.1002/cnl2.81
Goldstein, B. P., Hauschild, M. Z., Fernández, J. E., & Birkved, M. (2017). Contributions of local farming to urban sustainability in the northeast United States. Environmental Science & Technology, 51(13), 7340–7349. https://doi.org/10.1021/acs.est.7b01011 DOI: https://doi.org/10.1021/acs.est.7b01011
Heinonen, J., Ottelin, J., Ala-Mantila, S., Wiedmann, T., Clarke, J., & Junnila, S. (2020). Spatial consumption-based carbon footprint assessments—A review of recent developments in the field. Journal of Cleaner Production, 120335. https://doi.org/10.1016/j.jclepro.2020.120335. DOI: https://doi.org/10.1016/j.jclepro.2020.120335
Ivanova, D., Stadler, K., Steen-Olsen, K., et al. (2016). Environmental impact assessment of household consumption. Journal of Industrial Ecology, 20(3), 526–536. https://doi.org/10.1111/jiec.12371 DOI: https://doi.org/10.1111/jiec.12371
Ivanova, D., Vita, G., Steen-Olsen, K., et al. (2017). Mapping the carbon footprint of EU regions. Environmental Research Letters, 12(5), 054013. https://doi.org/10.1088/1748-9326/aa6da9 DOI: https://doi.org/10.1088/1748-9326/aa6da9
Ivanova, D., & Wood, R. (2020). The unequal distribution of household carbon footprints in Europe and its link to sustainability. Global Sustainability, 3, e18. https://doi.org/10.1017/sus.2020.12 DOI: https://doi.org/10.1017/sus.2020.12
Jakob, M., Steckel, J. C., & Edenhofer, O. (2014). Consumption- versus production-based emission policies. Annual Review of Resource Economics, 6(1), 297–318. https://doi.org/10.1146/annurev-resource-100913-012342 DOI: https://doi.org/10.1146/annurev-resource-100913-012342
Lázaro, A., Delnoij, J., Alpízar, F., van Leeuwen, E., & Cremades, R. (2025). Policy entry points and associated interventions for sustainably transforming urban food systems. Environmental Science and Policy, 171, 104186. https://doi.org/10.1016/j.envsci.2025.104186 DOI: https://doi.org/10.1016/j.envsci.2025.104186
Kjellberg, M., Skoglund, W., & Haller, H. (2024). Decreasing the carbon footprint of food through public procurement — A case study from the municipality of Härnösand. Frontiers in Nutrition, 11, 1330892. https://doi.org/10.3389/fnut.2024.1330892 DOI: https://doi.org/10.3389/fnut.2024.1330892
Moberg, K. R., Aall, C., Dorner, F., et al. (2019). Mobility, food and housing: Responsibility, individual consumption and demand-side policies in European deep decarbonisation pathways. Energy Efficiency, 12(2), 497–519. https://doi.org/10.1007/s12053-018-9708-7 DOI: https://doi.org/10.1007/s12053-018-9708-7
OECD. (2022). Decarbonising buildings in cities and regions (OECD Urban Studies). Organisation for Economic Co-operation and Development. OECD Publishing, Paris. https://doi.org/10.1787/a48ce566-en DOI: https://doi.org/10.1787/a48ce566-en
Ohms, P. K., Laurent, A., Hauschild, M. Z., & Ryberg, M. W. (2022). Consumption-based screening of climate change footprints for cities worldwide. Journal of Cleaner Production, 377, 134197. https://doi.org/10.1016/j.jclepro.2022.134197 DOI: https://doi.org/10.1016/j.jclepro.2022.134197
Peters, G. P. (2008). From production-based to consumption-based national emission inventories. Ecological Economics, 65(1), 13–23. https://doi.org/10.1016/j.ecolecon.2007.10.014 DOI: https://doi.org/10.1016/j.ecolecon.2007.10.014
Pichler, P.-P., Zwickel, T., Chavez, A., Kretschmer, T., Seddon, J., & Weisz, H. (2017). Reducing urban greenhouse gas footprints. Scientific Reports, 7, 14659. https://doi.org/10.1038/s41598-017-15303-x DOI: https://doi.org/10.1038/s41598-017-15303-x
Sanderson, H., Hildén, M., Saikku, L., Axelsson, K., Pedersen, A. B. et al. (2024), ‘Consumption-based emission inventories in Nordic municipalities – A quest to develop support for local climate action’, Frontiers in Climate, Vol. 5, 1294296. https://doi.org/10.3389/fclim.2023.1294296 DOI: https://doi.org/10.3389/fclim.2023.1294296
SEI (2026). Devising strategies to reduce consumption-based emissions. Stockholm Environment Institute. https://www.sei.org/publications/devising-strategies-to-reduce-consumption-based-emissions/.
Spaven, F., Liu, Y. & Baghdadi, M. (2022) Going further with smaller EVs: System-level battery range, emissions and
charging infrastructure analysis. Journal of Cleaner Production 369: 133349. https://doi.org/10.1016/j.jclepro.2022.133349 DOI: https://doi.org/10.1016/j.jclepro.2022.133349
Tang, Q. (2025). Carbon accounting and sustainability, Volume I – Carbon accounting and climate disclosure. Palgrave Macmillan. https://doi.org/10.1007/978-3-031-90633-6 DOI: https://doi.org/10.1007/978-3-031-90633-6
Wiedmann, T., Chen, G., Owen, A., Lenzen, M., Doust, M., Barrett, J., & Steele, K. (2021). Three-scope carbon emission inventories of global cities. Journal of Industrial Ecology, 25(3), 735–750. https://doi.org/10.1111/jiec.13063 DOI: https://doi.org/10.1111/jiec.13063
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Copyright (c) 2026 Joana Bastos, Fabio Monforti-Ferrario

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Accepted 21-06-2026
Published 08-07-2026