Material footprint and import dependency in EU27: Past trends and future challenges
Open accessAbstract
This study examines the material footprint and import dependency of the European Union (EU27) members, focusing on four key material categories: biomass, fossil fuels , metal ores, and non-metals. The feasibility and efficacy of EU strategies concerning the transition to a circular economy and the reduction of raw material extractions is assessed, with a particular focus on the Critical Raw Materials Act (CRM Act). Using Structural Decomposition Analysis (SDA) between 2012 and 2020, we identify the impacts of macroeconomic drivers such as technological progress, structural changes, and final consumption patterns on material use. Our analysis indicates a gradual shift towards the relative decoupling of GDP from material use in the EU27, particularly for non-metals and fossil fuels . Additionally, the region shows a decreasing dependency on non-EU countries, as evidenced by the reduction in net trade over recent years. However, the business-as-usual (BAU) scenario projects material usage and import reliance up to 2030, assessing the EU27's ability to meet the CRM targets. The results reveal significant import dependencies from the rest of the world, particularly for fossil fuels (90.9%) and metal ores (86.2%), where nearly all EU27 countries exceed the 65% import dependency threshold. While biomass and non-metals show more promise in terms of self-sufficiency, challenges remain. Additionally, the potential for substitutability across raw materials is explored, highlighting the complexities of transitioning to alternative resources such as biomass. Our findings emphasize the necessity for integrated policy interventions at the EU level, combining supply and demand measures, technological advancements, and behavioral changes to achieve relative dematerialization. The study also stresses the importance of international cooperation to secure sustainable raw material supplies . Without a multifaceted approach, the EU27 risks failing to meet future environmental and sustainability goals, particularly in light of recent geopolitical developments and the urgent need to transition to renewable energy sources .
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The EU's consumption of used cooking oil (UCO) has significantly increased its reliance on imports, primarily from Asia, raising concerns about feedstock costs and traceability.
“This global dynamic is also reflected in feedstock markets, where policy incentives in one region can drive global trade; for example, the EU's consumption of used cooking oil (UCO) has significantly increased its reliance on imports, primarily from Asia, raising concerns about feedstock costs and traceability [10,260,261].”
From Biofuels, E-Fuels, and Waste-Derived Fuels: Advances, Challenges, and Future Directions (2025) · cites this paper as [10]
Over the past two decades, the EU's sourcing pattern has shifted towards greater import dependency.
“Over the past two decades, the EU's sourcing pattern has shifted towards greater import dependency [10].”
From Biofuels, E-Fuels, and Waste-Derived Fuels: Advances, Challenges, and Future Directions (2025) · cites this paper as [10]
The absence of a universal policy framework governing e-Fuel sustainability, coupled with highly variable national vehicle taxation regimes and fossil fuel subsidies, introduces financial uncertainty and deters long-term investment.
“However, the absence of a universal policy framework governing e-Fuel sustainability, coupled with highly variable national vehicle taxation regimes and fossil fuel subsidies, introduces financial uncertainty and deters long-term investment [3,10].”
From Biofuels, E-Fuels, and Waste-Derived Fuels: Advances, Challenges, and Future Directions (2025) · cites this paper as [10]
Cites
Input-output analysis foundations and extensions
Miller, R. E., & Blair, P. D. (2009) · Cited by 5,098 · see citing works
The Entropy Law and the Economic Process
Georgescu‐Roegen, N. (1971) · Harvard University Press eBooks · doi:10.4159/harvard.9780674281653 · Cited by 4,902 · see citing works
Land Clearing and the Biofuel Carbon Debt
Fargione, J., Hill, J., Tilman, D., Polasky, S., & Hawthorne, P. (2008) · Science · doi:10.1126/science.1152747 · Cited by 3,902 · see citing works
Manfred Lenzen, A., Geschke, A., West, J., Fry, J., Malik, A., Giljum, S., Canals, L. M. I., Piñero, P., Lutter, S., Wiedmann, T., et al. (2021) · Nature Sustainability · doi:10.1038/s41893-021-00811-6 · Cited by 311 · see citing works
Cleaner production for achieving the sustainable development goals
Giannetti, B. F., Agostinho, F., Eras, J. J. C., Yang, Z., & Almeida, C. M. V. B. (2020) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2020.122127 · Cited by 281 · see citing works
Structural Decomposition Analysis of Physical Flows in the Economy
Hoekstra, R., & van den Bergh, J. C. J. M. (2002) · Environmental and Resource Economics · doi:10.1023/a:1021234216845 · Cited by 260 · see citing works
The Global MRIO Lab – charting the world economy
Manfred Lenzen, A., Geschke, A., Rahman, M. D. A., Xiao, Y., Fry, J., Reyes, R. C., Dietzenbacher, E., Inomata, S., Kanemoto, K., Los, B., et al. (2017) · Economic Systems Research · doi:10.1080/09535314.2017.1301887 · Cited by 186 · see citing works
Vezzoni, R. (2023) · Energy Research & Social Science · doi:10.1016/j.erss.2023.103134 · Cited by 126 · see citing works
Plank, B., Eisenmenger, N., Schaffartzik, A., & Wiedenhofer, D. (2018) · Environmental Science & Technology · doi:10.1021/acs.est.7b06133 · Cited by 118 · see citing works
Canelas, J., & Carvalho, A. (2023) · Energy Research & Social Science · doi:10.1016/j.erss.2023.103096 · Cited by 88 · see citing works
Karakaya, E., Sarı, E., & Alataş, S. (2020) · Resources Policy · doi:10.1016/j.resourpol.2020.101904 · Cited by 73 · see citing works
Ottelin, J., Çetinay, H., & Behrens, P. (2020) · Environmental Research Letters · doi:10.1088/1748-9326/abaa78 · Cited by 72 · see citing works
Assessing the environmental impacts of EU consumption at macro-scale
Beylot, A., Secchi, M., Cerutti, A. K., et al. (2019) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2019.01.134 · Cited by 69 · see citing works
Structural Decomposition Analysis of Raw Material Consumption
Weinzettel, J., & Kovanda, J. (2011) · Journal of Industrial Ecology · doi:10.1111/j.1530-9290.2011.00378.x · Cited by 68 · see citing works
Volatility drivers on the metal market and exposure of producing countries
Renner, S., & Wellmer, F. (2019) · Mineral Economics · doi:10.1007/s13563-019-00200-8 · Cited by 67 · see citing works
Methods to estimate the circular economy rebound effect: A review
Lowe, B., Bimpizas-Pinis, M., Zerbino, P., & Genovese, A. (2024) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2024.141063 · Cited by 66 · see citing works
Galli, A., Antonelli, M., Wambersie, L., Bach-Faig, A., Bartolini, F., Caro, D., Iha, K., Lin, D. H., Mancini, M. S., Sonnino, R., et al. (2023) · Nature Food · doi:10.1038/s43016-023-00843-5 · Cited by 65 · see citing works
Jaramillo, P. M., & Hubacek, K. (2007) · Ecological Economics · doi:10.1016/j.ecolecon.2007.06.010 · Cited by 54 · see citing works
Wang, H., Li, X., Tian, X., Ma, L., Wang, G., Wang, X., Wang, Z., Wang, J., & Yue, Q. (2021) · Resources Conservation and Recycling · doi:10.1016/j.resconrec.2021.106028 · Cited by 47 · see citing works
Environmental and resources footprints between China and EU countries
Tian, X., Wu, R., Geng, Y., et al. (2017) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2017.09.009 · Cited by 41 · see citing works
Systemic risk in the global water input-output network
Distefano, T., Riccaboni, M., & Marin, G. (2018) · Water Resources and Economics · doi:10.1016/j.wre.2018.01.004 · Cited by 40 · see citing works
Self-citationA structural decomposition of global Raw Material Consumption
Pothen, F. (2017) · Ecological Economics · doi:10.1016/j.ecolecon.2017.05.032 · Cited by 36 · see citing works
Circular economy and ecological footprint: A disaggregated analysis for the EU
Chen, C., & Pao, H.-T. (2024) · Ecological Indicators · doi:10.1016/j.ecolind.2024.111809 · Cited by 28 · see citing works
Corrado, S., Rydberg, T., de Oliveira, F. B., et al. (2019) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2019.118954 · Cited by 27 · see citing works
The environmental footprints of the feeds used by the EU chicken meat industry
Sporchia, F., Galli, A., Kästner, T., Pulselli, F. M., & Caro, D. (2023) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2023.163960 · Cited by 26 · see citing works
Wenzlik, M., Eisenmenger, N., & Schaffartzik, A. (2015) · Journal of Industrial Ecology · doi:10.1111/jiec.12341 · Cited by 25 · see citing works
Sardianou, E., Nikou, V., & Kostakis, I. (2023) · Sustainability · doi:10.3390/su16010296 · Cited by 24 · see citing works
Giampietro, M., Mayumi, K. T., & Ramos-Martín, J. (2006) · Dipòsit Digital de Documents de la UAB (Universitat Autònoma de Barcelona) · Cited by 21 · see citing works
Platon, V., Pavelescu, F. M., Surugiu, M.-R., et al. (2023) · Sustainability · doi:10.3390/su15053996 · Cited by 17 · see citing works
Sanchez‐Matos, J., Vázquez‐Rowe, I., & Kahhat, R. F. (2024) · Resources Conservation and Recycling · doi:10.1016/j.resconrec.2024.107539 · Cited by 15 · see citing works
Dynamic spillovers and dependencies between iron ore prices, industry bond yields, and steel prices
Ma, Y. (2021) · Resources Policy · doi:10.1016/j.resourpol.2021.102430 · Cited by 13 · see citing works
Gedvilaitė, D., & Ginevičius, R. (2024) · JOURNAL OF INTERNATIONAL STUDIES · doi:10.14254/2071-8330.2024/17-1/5 · Cited by 13 · see citing works
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Biofuels, E-Fuels, and Waste-Derived Fuels: Advances, Challenges, and Future Directions
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- Authors
- Distefano, T., Lodi, L., & Biggeri, M.
- Affiliations
- Future Cities Catapult (United Kingdom) (GB)
- Research for Action (US)
- Corresponding author
- Lodi, L.
- Venue
- Journal of Cleaner Production
- Publisher
- Elsevier BV
- Published
- 2024-09
- Volume
- 472
- Pages
- 143384
- ISSN
- 0959-6526 (ISSN-L)
- OpenAlex
- W4401732363
- Cited by
- 29
- References
- 33
- Citations by year
- 2026: 13 · 2025: 15 · 2024: 1
- FWCI
- 3.42
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Journal of Cleaner Production (publishedVersion, cc-by)
- Florence Research (University of Florence) (submittedVersion)
- Funders
- HORIZON EUROPE Framework Programme (101094551)
- Topics
- Physical Sciences › Environmental Science › Environmental Engineering › Environmental Impact and Sustainability
- Physical Sciences › Environmental Science › Environmental Engineering › Sustainability and Ecological Systems Analysis
- Physical Sciences › Environmental Science › Management, Monitoring, Policy and Law › Sustainable Development and Environmental Policy
- Keywords
- material footprint, import dependence, critical raw materials, Critical Raw Materials Act, circular economy, raw material self-sufficiency, fossil fuels, metal ores, nonmetals, biomass, raw material substitution, structural decomposition analysis, business-as-usual scenario
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