Abstract
Producing essential, widely used materials such as steel, cement, paper, plastics and rubber requires substantial freshwater resources, which may exacerbate water scarcity. Despite this, comprehensive research on freshwater embodied in material production remains limited. Here we assess the blue water footprint (WFblue) of 16 metallic and non-metallic material categories across 164 regions, using a multiregional input–output model and the hypothetical extraction method. Our findings indicate that the global WFblue of material production doubled from 25.1 billion m3 in 1995 to 50.7 billion m3 in 2021, raising its share in global blue water consumption from 2.8% to 4.7%. The East, South Asia and Oceania regions saw an alarming 267% surge in WFblue for material production, with China—already facing medium-high water stress—experiencing a dramatic ~400% increase. As material production is expected to grow, we underscore the urgency of a water–materials nexus approach, particularly in water-stressed countries.
This is a preview of subscription content, access via your institution
Access options
Access Nature and 54 other Nature Portfolio journals
Get Nature+, our best-value online-access subscription
$32.99 / 30 days
cancel any time
Subscribe to this journal
Receive 12 digital issues and online access to articles
$119.00 per year
only $9.92 per issue
Buy this article
- Purchase on SpringerLink
- Instant access to the full article PDF.
USD 39.95
Prices may be subject to local taxes which are calculated during checkout






Similar content being viewed by others
Data availability
All the raw data have been deposited at https://ielab.info/labs/ielab-gloria. Source data are provided with this paper.
Code availability
The environmentally extended MRIO model analysis was conducted using the method and code provided by the Australian IELab (https://ielab.info/) and Northeastern University, China. They are accessible from the authors upon reasonable request.
References
Steffen, W., Grinevald, J., Crutzen, P. & McNeill, J. The Anthropocene: conceptual and historical perspectives. Philos. Trans. R. Soc. A 369, 842–867 (2011).
Niazi, H. et al. Global peak water limit of future groundwater withdrawals. Nat. Sustain. 7, 413–422 (2024).
Werner, A. D. et al. Seawater intrusion processes, investigation and management: recent advances and future challenges. Adv. Water Res. 51, 3–26 (2013).
Han, D., Post, V. E. A. & Song, X. Groundwater salinization processes and reversibility of seawater intrusion in coastal carbonate aquifers. J. Hydrol. 531, 1067–1080 (2015).
Barlow, P. M. & Leake, S. A. Streamflow Depletion by Wells–Understanding and Managing the Effects of Groundwater Pumping on Streamflow (USGS, 2012); https://pubs.usgs.gov/circ/1376/pdf/circ1376_barlow_report_508.pdf
Jasechko, S. et al. Rapid groundwater decline and some cases of recovery in aquifers globally. Nature 625, 715–721 (2024).
Fan, Y., Li, H. & Miguez-Macho, G. Global patterns of groundwater table depth. Science 339, 940–943 (2013).
Famiglietti, J. S. The global groundwater crisis. Nat. Clim. Change 4, 945–948 (2014).
Dudgeon, D. et al. Freshwater biodiversity: importance, threats, status and conservation challenges. Biol. Rev. Camb. Philos. Soc. 81, 163–182 (2006).
Mekonnen, M. M. & Hoekstra, A. Y. Four billion people facing severe water scarcity. Sci. Adv. 2, e1500323 (2016).
Hoekstra, A. Y. in Assessing and Measuring Environmental Impact and Sustainability (ed. Klemeš, J. J.) 221–254 (Butterworth-Heinemann, 2015).
Boretti, A. & Rosa, L. Reassessing the projections of the World Water Development Report. npj Clean Water 2, 15 (2019).
Greenwood, E. E. et al. Mapping safe drinking water use in low- and middle-income countries. Science 385, 784–790 (2024).
China Industry Statistical Yearbook (China Statistics, 2022).
Hou, S. et al. Tracking grid-level freshwater boundary exceedance along global supply chains from consumption to impact. Nat. Water 3, 439–448 (2025).
World Water Development Report 2024 (UNESCO, 2024); https://unesdoc.unesco.org/ark:/48223/pf0000388948
The United Nations World Water Development Report 2014 (UN-Water, 2014).
Arora, N. K. & Mishra, I. Sustainable development goal 6: global water security. Environ. Sustain. 5, 271–275 (2022).
Grafton, R. Q. et al. Rethinking responses to the world’s water crises. Nat. Sustain. 8, 11–21 (2025).
Hoekstra, A. Y., Chapagain, A. K., Aldaya, M. M. & Mekonnen, M. M. The Water Footprint Assessment Manual: Setting the Global Standard (Earthscan, 2011).
Yang, H. & Zehnder, A. “Virtual water”: an unfolding concept in integrated water resources management. Water Resour. Res. 43, W12301 (2007).
Hoekstra, A. Y. & Mekonnen, M. M. The water footprint of humanity. Proc. Natl Acad. Sci. USA 109, 3232–3237 (2012).
Gerbens-Leenes, W., Hoekstra, A. Y. & van der Meer, T. H. The water footprint of bioenergy. Proc. Natl Acad. Sci. USA 106, 10219–10223 (2009).
Hoekstra, A. Y. & Hung, P. Q. Globalisation of water resources: international virtual water flows in relation to crop trade. Glob. Environ. Change 15, 45–56 (2005).
Mekonnen, M. M. et al. Trends and environmental impacts of virtual water trade. Nat. Rev. Earth Environ. 5, 890–905 (2024).
Global Resources Outlook 2024: Bend the Trend—Pathways to a Liveable Planet as Resource Use Spikes (UNEP, 2024).
Tzachor, A., Wang, H. & Richards, C. E. Addressing the excessive water consumption of materials manufacturing. Nat. Water 2, 4–7 (2024).
Gerbens-Leenes, P. W., Hoekstra, A. Y. & Bosman, R. The blue and grey water footprint of construction materials: steel, cement and glass. Water Resour. Ind. 19, 1–12 (2018).
Lutter, S., Pfister, S., Giljum, S., Wieland, H. & Mutel, C. Spatially explicit assessment of water embodied in European trade: a product-level multi-regional input–output analysis. Glob. Environ. Change 38, 171–182 (2016).
Mekonnen, M. M. & Hoekstra, A. Y. The green, blue and grey water footprint of crops and derived crop products. Hydrol. Earth Syst. Sci. 15, 1577–1600 (2011).
Zhang, Y. et al. Environmental footprint of aluminum production in China. J. Clean. Prod. 133, 1242–1251 (2016).
Feng, K., Chapagain, A., Suh, S., Pfister, S. & Hubacek, K. Comparison of bottom-up and top-down approaches to calculating the water footprints of nations. Econ. Syst. Res. 23, 371–385 (2011).
Lutter, S., Giljum, S. & Bruckner, M. A review and comparative assessment of existing approaches to calculate material footprints. Ecol. Econ. 127, 1–10 (2016).
Wiedmann, T. & Lenzen, M. Environmental and social footprints of international trade. Nat. Geosci. 11, 314–321 (2018).
Jiang, M. et al. Provincial and sector-level material footprints in China. Proc. Natl Acad. Sci. USA 116, 26484–26490 (2019).
Lenzen, M. et al. Implementing the material footprint to measure progress towards Sustainable Development Goals 8 and 12. Nat. Sustain. 5, 157–166 (2022).
Hertwich, E. G. Increased carbon footprint of materials production driven by rise in investments. Nat. Geosci. 14, 151–155 (2021).
Matthews, H. S. & Small, M. J. Extending the boundaries of life-cycle assessment through environmental economic input–output models. J. Ind. Ecol. 4, 7–10 (2008).
Mattila, T. J., Pakarinen, S. & Sokka, L. Quantifying the total environmental impacts of an industrial symbiosis—a comparison of process-, hybrid and input−output life cycle assessment. Environ. Sci. Technol. 44, 4309–4314 (2010).
Lenzen, M. et al. The Global MRIO Lab—charting the world economy. Econ. Syst. Res. 29, 158–186 (2017).
World Steel in Figures (World Steel Association, 2024); https://worldsteel.org/data/world-steel-in-figures/
Total Production of Paper and Paperboard in the United States from 1961 to 2023. Statista https://www.statista.com/statistics/252708/total-us-production-of-paper-and-board-2001-2010/ (2024).
UN-Water SDG 6 Data Portal. UN https://sdg6data.org/index.php/en (2024).
Lu, Y., Schandl, H., Wang, H. & Zhu, J. China’s pathway towards a net zero and circular economy: a model-based scenario analysis. Resour. Conserv. Recycl. 204, 107514 (2024).
Pauliuk, S., Carrer, F., Heeren, N. & Hertwich, E. G. Scenario analysis of supply- and demand-side solutions for circular economy and climate change mitigation in the global building sector. J. Ind. Ecol. 28, 1699–1715 (2024).
Ozcelik, N., Rodríguez, M., Sartal, A. & Lutter, S. Taking away the economic “water productivity” illusion: an indicator inapt to inform meaningful water policies. Ecol. Indic. 165, 112220 (2024).
Hasanbeigi, A. & Price, L. A technical review of emerging technologies for energy and water efficiency and pollution reduction in the textile industry. J. Clean. Prod. 95, 30–44 (2015).
Hu, J.-L., Wang, S.-C. & Yeh, F.-Y. Total-factor water efficiency of regions in China. Resour. Policy 31, 217–230 (2006).
SEEA-Water-System of Environmental-Economic Accounting for Water (UN, 2012).
Manual for Physical Water Flow Accounts (Version 2014) (Eurostat, 2014); https://ec.europa.eu/eurostat/documents/1798247/6664269/Manual+for+Physical+Water+Flow+Accounts+%28draft+version+18+Nov+2014%29.pdf
Motoshita, M. et al. Responsibility for sustainable water consumption in the global supply chains. Resour. Conserv. Recycl. 196, 107055 (2023).
Results of the 2024 Global Assessment of Environmental-Economic Accounting and Supporting Statistics (UN, 2024); https://unstats.un.org/UNSDWebsite/statcom/session_56/documents/BG-3j-UNSC_2025_Results_2024_Global_Assessment-E.pdf
Wang, X. et al. Water-energy-carbon nexus assessment of China’s iron and steel industry: case study from plant level. J. Clean. Prod. 253, 119910 (2020).
Zuiderveen, E. A. R. et al. The potential of emerging bio-based products to reduce environmental impacts. Nat. Commun. 14, 8521 (2023).
Oyejobi, D. O., Firoozi, A. A., Fernández, D. B. & Avudaiappan, S. Integrating circular economy principles into concrete technology: enhancing sustainability through industrial waste utilization. Results Eng 24, 102846 (2024).
Lutter, S., Sevenster M., Piñero P. & Giljum S. National Hotspots Analysis to Support Science-based National Policy Frameworks for Sustainable Consumption and Production. Technical documentation of the Sustainable Consumption and Production Hotspots Analysis Tool (SCP- HAT) Version 3.0. (UN, 2024); https://scp-hat.org/wp-content/uploads/2024/05/SCP-HAT-3.0_Technical-documentation_May2024.pdf
Cabernard, L. & Pfister, S. A highly resolved MRIO database for analyzing environmental footprints and Green Economy Progress. Sci. Total Environ. 755, 142587 (2021).
Duarte, R., Sánchez-Chóliz, J. & Bielsa, J. Water use in the Spanish economy: an input–output approach. Ecol. Econ. 43, 71–85 (2002).
Hertwich, E. G., Koslowski, M. & Rasul, K. Linking hypothetical extraction, the accumulation of production factors, and the addition of value. J. Ind. Ecol. 28, 736–750 (2024).
Zhao, C. & Chen, B. Driving force analysis of the agricultural water footprint in China based on the LMDI method. Environ. Sci. Technol. 48, 12723–12731 (2014).
Ang, B. W. LMDI decomposition approach: a guide for implementation. Energy Policy 86, 233–238 (2015).
Stadler, K. et al. EXIOBASE 3: developing a time series of detailed environmentally extended multi-regional input–output tables. J. Ind. Ecol. 22, 502–515 (2018).
Schulte, S., Jakobs, A. & Pauliuk, S. Estimating the uncertainty of the greenhouse gas emission accounts in global multi-regional input–output analysis. Earth Syst. Sci. Data 16, 2669–2700 (2024).
Eurostat Manual of Supply, Use and Input-Output Tables (Eurostat, 2008); https://ec.europa.eu/eurostat/web/products-manuals-and-guidelines/-/ks-ra-07-013
Pfister, S., Bayer, P., Koehler, A. & Hellweg, S. Environmental impacts of water use in global crop production: hotspots and trade-offs with land use. Environ. Sci. Technol. 45, 5761–5768 (2011).
Pfister, S. & Bayer, P. Monthly water stress: spatially and temporally explicit consumptive water footprint of global crop production. J. Clean. Prod. 73, 52–62 (2014).
Flörke, M. et al. Domestic and industrial water uses of the past 60 years as a mirror of socio-economic development: a global simulation study. Glob. Environ. Change 23, 144–156 (2013).
World Development Indicators. World Bank https://databank.worldbank.org/source/world-development-indicators (2024).
Sachs, J. D., Lafortune, G., Fuller, G. & Drumm, E. Sustainable Development Report 2023: Implementing the SDG Stimulus (Dublin Univ. Press, 2023).
World Bank country classifications by income level. World Bank https://blogs.worldbank.org/en/opendata/world-bank-country-classifications-by-income-level-for-2024-2025 (2024).
Acknowledgements
This work is financially supported by the National Natural Science Foundation of China (no. 52070034 and 52470207 received by H.W., 52325005 and 72293602 received by S. Liang and 72074193 received by K.F.). H.W. acknowledged financial support from the China Scholarship Council (no. 202306080047). H.W. and F.M. acknowledged support from the European Union under Horizon EU project LearnData (no. 101086712). A.T. acknowledged support from the Yannay Institute for Energy Security. We sincerely thank Mengyu Li from the University of Sydney for her support with the 2019–2021 blue water satellite account data.
Author information
Authors and Affiliations
Contributions
H.W., A.T., Y.W. and F.M. conceived the study. Y.W. and F.M. conducted modelling and analysis, with support from E.G.H., M.L., S. Lutter., S. Liang, K.F. and B.Z. on analytical approaches and from S. Lutter, M.L., M.J. and H.S. on datasets. S. Lutter, E.G.H., M.L. H.S., B.Z., S. Liang and K.F. advised on the policy implications. Y.W., A.T., H.W. and F.M. led the writing with input from all co-authors. All co-authors reviewed and commented on the paper.
Corresponding authors
Ethics declarations
Competing interests
The authors declare no competing interests.
Peer review
Peer review information
Nature Sustainability thanks R. Quentin Grafton and the other, anonymous, reviewer(s) for their contribution to the peer review of this work.
Additional information
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary information
Supplementary Information
Supplementary Methods, Results, Figs. 1–37, Tables 1–13 and Refs. 1–61.
Source data
Source Data Fig. 1
Statistical source data.
Source Data Fig. 2
Statistical source data.
Source Data Fig. 3
Statistical source data.
Source Data Fig. 4
Statistical source data.
Source Data Fig. 5
Statistical source data.
Source Data Fig. 6
Statistical source data.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Wang, Y., Ma, F., Wang, H. et al. Doubling of the global freshwater footprint of material production over two decades. Nat Sustain 8, 1554–1566 (2025). https://doi.org/10.1038/s41893-025-01661-2
Received:
Accepted:
Published:
Version of record:
Issue date:
DOI: https://doi.org/10.1038/s41893-025-01661-2


