Estimating the environmental impacts of global lithium-ion battery supply chain: A temporal, geographical, and technological perspective
Open accessAbstract
A sustainable low-carbon transition via electric vehicles will require a comprehensive understanding of lithium-ion batteries’ global supply chain environmental impacts. Here, we analyze the cradle-to-gate energy use and greenhouse gas emissions of current and future nickel-manganese-cobalt and lithium-iron-phosphate battery technologies. We consider existing battery supply chains and future electricity grid decarbonization prospects for countries involved in material mining and battery production. Currently, around two-thirds of the total global emissions associated with battery production are highly concentrated in three countries as follows: China (45%), Indonesia (13%), and Australia (9%). On a unit basis, projected electricity grid decarbonization could reduce emissions of future battery production by up to 38% by 2050. An aggressive electric vehicle uptake scenario could result in cumulative emissions of 8.1 GtCO2eq by 2050 due to the manufacturing of nickel-based chemistries. However, a switch to lithium iron phosphate-based chemistry could enable emission savings of about 1.5 GtCO2eq. Secondary materials, via recycling, can help reduce primary supply requirements and alleviate the environmental burdens associated with the extraction and processing of materials from primary sources, where direct recycling offers the lowest impacts, followed by hydrometallurgical and pyrometallurgical, reducing greenhouse gas emissions by 61, 51, and 17%, respectively. This study can inform global and regional clean energy strategies to boost technology innovations, decarbonize the electricity grid, and optimize the global supply chain toward a net-zero future.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Battery material carbon footprint distributions are not systematically integrated into battery carbon footprint analyses.
“Second, battery material CF distributions are not systematically integrated into battery CF analyses.”
From Carbon footprint distributions of lithium-ion batteries and their materials (2024) · cites this paper as [24]
The materials' impact and induced variance on battery carbon footprint have not yet been quantified.
“While initial research has begun to aggregate the CF data points of individual battery materials into a battery-level analysis6,24, the materials’ impact and induced variance on battery CF have not yet been quantified.”
From Carbon footprint distributions of lithium-ion batteries and their materials (2024) · cites this paper as [24]
Graphite and nickel laterite are known to drive the carbon footprint of batteries.
“However, as both materials are known to drive the CF of batteries5,24,34, it was decided to include their emission ranges in the battery CF Monte Carlo simulation based on country-specific secondary literature.”
From Carbon footprint distributions of lithium-ion batteries and their materials (2024) · cites this paper as [24]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Recycling lithium-ion batteries from electric vehicles
Harper, G., Sommerville, R., Kendrick, E., Driscoll, L., Slater, P., Stolkin, R., Walton, A., Christensen, P., Heidrich, O., Lambert, S., et al. (2019) · Nature · doi:10.1038/s41586-019-1682-5 · Cited by 3,890 · see citing works
Hannan, M. A., Hoque, M. M., Hussain, A., Yusof, Y., & Ker, P. J. (2018) · IEEE Access · doi:10.1109/access.2018.2817655 · Cited by 998 · see citing works
Future material demand for automotive lithium-based batteries
Xu, C., Dai, Q., Gaines, L., Hu, M., Tukker, A., & Steubing, B. (2020) · Communications Materials · doi:10.1038/s43246-020-00095-x · Cited by 898 · see citing works
Current Li-Ion Battery Technologies in Electric Vehicles and Opportunities for Advancements
Yu, M., Hynan, P., von Jouanne, A., & Yokochi, A. (2019) · Energies · doi:10.3390/en12061074 · Cited by 878 · see citing works
The environmental impact of Li-Ion batteries and the role of key parameters – A review
Peters, J. F., Baumann, M., Zimmermann, B., Braun, J., & Weil, M. (2017) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2016.08.039 · Cited by 856 · see citing works
Sustainable minerals and metals for a low-carbon future
Sovacool, B., Ali, S. H., Bazilian, M. D., Radley, B., Nemery, B., Okatz, J., & Mulvaney, D. (2020) · Science · doi:10.1126/science.aaz6003 · Cited by 736 · see citing works
Life cycle analysis of lithium-ion batteries for automotive applications
Dai, Q., Kelly, J. C., Gaines, L., & Wang, M. (2019) · Batteries · doi:10.3390/batteries5020048 · Cited by 491 · see citing works
Cradle-to-Gate Emissions from a Commercial Electric Vehicle Li-Ion Battery: A Comparative Analysis
Kim, H. C., Wallington, T. J., Arsenault, R., Bae, C., Ahn, S., & Lee, J. (2016) · Environmental Science & Technology · doi:10.1021/acs.est.6b00830 · Cited by 312 · see citing works
Sun, X., Luo, X., Zhang, Z., Meng, F., & Yang, J. (2020) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2020.123006 · Cited by 251 · see citing works
Self-citationSupply risks of lithium-ion battery materials: An entire supply chain estimation
Sun, X., Hao, H., Hartmann, P., Liu, Z., & Zhao, F. (2019) · Materials Today Energy · doi:10.1016/j.mtener.2019.100347 · Cited by 136 · see citing works
Electrifying passenger road transport in India requires near-term electricity grid decarbonisation
Abdul-Manan, A. F. N., Zavaleta, V. G., Ágarwal, A. K., KALGHATGI, G. T., & Amer, A. A. (2022) · Nature Communications · doi:10.1038/s41467-022-29620-x · Cited by 86 · see citing works
Self-citationResources: Track flows to manage technology-metal supply
Bloodworth, A. J. (2013) · Nature · doi:10.1038/505019a · Cited by 54 · see citing works
The impact of carbon emission costs on manufacturers' production and location decision
Wu, P., Jin, Y., Shi, Y., et al. (2017) · International Journal of Production Economics · doi:10.1016/j.ijpe.2017.07.005 · Cited by 54 · see citing works
Flagged first, then by citations
Research works printed but not linked: 5
- [3]IEA. 2020. Global EV outlook 2020 entering the decade of electric drive? http://www.iea.org/publications/freepublications/publication/name-37024-en.html%5Cnhttp://scholar.google.com/scholar? hl=en&btnG=Search&q=intitle:Global+EV+Outlook:+Understanding+the+Electric+Vehicle+Landscape+to+2020#0
- [32]Pearson T. 2023. Tesla plans to build huge factory in Mexican City struggling with water scarcity. Truthout. https://truthout.org/articles/tesla-plans-to-build-huge-factory-in-mexican-city-struggling-with-water-scarcity/
- [35]Llamas-Orozco JA, McKechnie J, Meng F, Walker G. 2023. Dynamic life cycle assessment of lithium-ion batteries for electric vehicles [PhD thesis]. University of Nottingham Repository. https://eprints.nottingham.ac.uk/73755/
- [38]U.S. DOE. 2020. Battery critical materials supply chain opportunities—virtual workshop. U.S. Department of Energy. Office of Energy Efficiency & Renewable Energy. https://www.energy.gov/sites/default/files/2021-10/DOE_Summary_BatteryCMWorkshopSeries_Dec2020.pdf
- [46]Cozzi L, et al 2020. International energy agency, World Energy Outlook 2020. vol. 2050. https://www.oecd-ilibrary.org/energy/world-energy-outlook-2020_557a761b-en
Cited by
Sorted by citations
Zaino, R., Ahmed, V., Alhammadi, A. M., & Alghoush, M. (2024) · World Electric Vehicle Journal · doi:10.3390/wevj15080375 · Cited by 211 · see citing works
Carbon footprint distributions of lithium-ion batteries and their materials
Peiseler, L., Schenker, V., Schatzmann, K., Pfister, S., Wood, V., & Schmidt, T. (2024) · Nature Communications · doi:10.1038/s41467-024-54634-y · Cited by 131 · see citing works
E-fuels in IC engines: A key solution for a future decarbonized transport
Uchida, N., Onorati, A., Novella, R., Agarwal, A. K., Abdul-Manan, A. F., Kulzer, A. C., Iorio, S. D., Gordillo, V., Günthner, M., Jena, A., et al. (2025) · International Journal of Engine Research · doi:10.1177/14680874251325296 · Cited by 35 · see citing works
Self-citationSun, X., Giljum, S., Maus, V., Schomberg, A., Zhang, S., & You, F. (2025) · Environmental Science & Technology · doi:10.1021/acs.est.4c12749 · Cited by 27 · see citing works
- Authors
- Llamas-Orozco, J. A., Meng, F., Walker, G. S., Abdul-Manan, A. F. N., MacLean, H. L., Posen, I. D., & McKechnie, J.
- Affiliations
- University of Nottingham (GB)
- University of Sheffield (GB)
- Saudi Aramco (Saudi Arabia) (SA)
- University of Toronto (CA)
- Corresponding author
- Meng, Fanran
- McKechnie, Jon
- ORCID
- Venue
- PNAS Nexus
- Publisher
- Oxford University Press (OUP)
- Published
- 2023-11-01
- Volume
- 2
- Issue
- 11
- Pages
- pgad361-pgad361
- ISSN
- 2752-6542 (ISSN-L)
- PMC
- PMC10683946
- OpenAlex
- W4389101515
- Cited by
- 150
- References
- 13
- Citations by year
- 2026: 63 · 2025: 59 · 2024: 28
- FWCI
- 12.48
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- PNAS Nexus (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- White Rose Research Online (University of Leeds, The University of Sheffield, University of York) (submittedVersion)
- Repository@Nottingham (University of Nottingham) (submittedVersion, cc-by)
- Repository@Nottingham (University of Nottingham) (submittedVersion)
- Funders
- Science and Technology Council of Mexico
- Saudi Aramco Technologies Company
- Topics
- Physical Sciences › Environmental Science › Environmental Engineering › Environmental Impact and Sustainability
- Physical Sciences › Engineering › Mechanical Engineering › Extraction and Separation Processes
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Electric Vehicles and Infrastructure
- Keywords
- lithium-ion batteries, battery supply chain, greenhouse gas emissions, energy consumption, lithium iron phosphate batteries, electricity grid decarbonization, electric vehicles, battery recycling, secondary raw materials, cobalt mining, net-zero transition
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review