The Impact of Metal Mining on Global Water Stress and Regional Carrying Capacities—A GIS-Based Water Impact Assessment
Open accessAbstract
The consumption of freshwater in mining accounts for only a small proportion of the total water use at global and even national scales. However, at regional and local scales, mining may result in significant impacts on freshwater resources, particularly when water consumption surpasses the carrying capacities defined by the amount of available water and also considering environmental water requirements. By applying a geographic information system (GIS), a comprehensive water footprint accounting and water scarcity assessment of bauxite, cobalt, copper, iron, lead, manganese, molybdenum, nickel, uranium and zinc as well as gold, palladium, platinum and silver was conducted to quantify the influence of mining and refining of metal production on regional water availability and water stress. The observation includes the water consumption and impacts on water stress of almost 2800 mining operations at different production stages, e.g., preprocessed ore, concentrate and refined metal. Based on a brief study of mining activities in 147 major river basins, it can be indicated that mining’s contribution to regional water stress varies significantly in each basin. While in most regions mining predominantly results in very low water stress, not surpassing 0.1% of the basins’ available water, there are also exceptional cases where the natural water availability is completely exceeded by the freshwater consumption of the mining sector during the entire year. Thus, this GIS-based approach provides precise information to deepen the understanding of the global mining industry’s influence on regional carrying capacities and water stress.
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Freshwater consumption of mining activities is already a concern at local scales, particularly for lithium extraction from brines.
“which would further exacerbate freshwater consumption of mining activities, already a concern at local scales, 112 particularly for lithium extraction from brines. 113”
From Decarbonizing lithium-ion battery primary raw materials supply chain (2024) · cites this paper as [112]
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Cites
Global Water Resources: Vulnerability from Climate Change and Population Growth
Vörösmarty, C. J., Green, P., Salisbury, J. E., & Lammers, R. B. (2000) · Science · doi:10.1126/science.289.5477.284 · Cited by 5,052 · see citing works
Acid Mine Drainage (AMD): causes, treatment and case studies
Akçıl, A., & Koldas, S. (2005) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2004.09.006 · Cited by 1,711 · see citing works
Tharme, R. E. (2003) · River Research and Applications · doi:10.1002/rra.736 · Cited by 1,666 · see citing works
Water scarcity: Fact or fiction?
Rijsberman, F. (2005) · Agricultural Water Management · doi:10.1016/j.agwat.2005.07.001 · Cited by 1,353 · see citing works
Assessing the Environmental Impacts of Freshwater Consumption in LCA
Pfister, S., Koehler, A., & Hellweg, S. (2009) · Environmental Science & Technology · doi:10.1021/es802423e · Cited by 1,322 · see citing works
Climate change and global water resources
Arnell, N. W. (1999) · Global Environmental Change · doi:10.1016/s0959-3780(99)00017-5 · Cited by 1,159 · see citing works
Water scarcity assessments in the past, present, and future
Liu, J., Yang, H., Gosling, S. N., Kummu, M., Flörke, M., Pfister, S., Hanasaki, N., Wada, Y., Zhang, X., Zheng, C., et al. (2017) · Earth s Future · doi:10.1002/2016ef000518 · Cited by 1,143 · see citing works
Climate change and global water resources: SRES emissions and socio-economic scenarios
Arnell, N. W. (2004) · Global Environmental Change · doi:10.1016/j.gloenvcha.2003.10.006 · Cited by 1,135 · see citing works
The ecoinvent Database: Overview and Methodological Framework (7 pp)
Frischknecht, R., Jungbluth, N., Althaus, H.-J., Doka, G., Dones, R., Heck, T., Hellweg, S., Hischier, R., Nemecek, T., Rebitzer, G., et al. (2005) · The International Journal of Life Cycle Assessment · doi:10.1065/lca2004.10.181.1 · Cited by 1,114 · see citing works
Global Monthly Water Scarcity: Blue Water Footprints versus Blue Water Availability
Hoekstra, A., Mekonnen, M., Chapagain, A., Mathews, R. E., & Richter, B. (2012) · PLoS ONE · doi:10.1371/journal.pone.0032688 · Cited by 973 · see citing works
Calculating a Water Poverty Index
Sullivan, C. A. (2002) · World Development · doi:10.1016/s0305-750x(02)00035-9 · Cited by 850 · see citing works
Macro‐scale water scarcity requires micro‐scale approaches
Falkenmark, M., Lundqvist, J., & Widstrand, C. G. (1989) · Natural Resources Forum · doi:10.1111/j.1477-8947.1989.tb00348.x · Cited by 812 · see citing works
Rockström, J., Falkenmark, M., Karlberg, L., Hoff, H., Rost, S., & Gerten, D. (2009) · Water Resources Research · doi:10.1029/2007wr006767 · Cited by 780 · see citing works
Fekete, B. M., Vörösmarty, C. J., & Grabs, W. (2002) · Global Biogeochemical Cycles · doi:10.1029/1999gb001254 · Cited by 742 · see citing works
Energy and greenhouse gas impacts of mining and mineral processing operations
Norgate, T., & Haque, N. (2010) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2009.09.020 · Cited by 686 · see citing works
Ridoutt, B. G., & Pfister, S. (2009) · Global Environmental Change · doi:10.1016/j.gloenvcha.2009.08.003 · Cited by 639 · see citing works
Water Scarcity in the Twenty-first Century
Seckler, D., Barker, R., & Amarasinghe, U. A. (1999) · International Journal of Water Resources Development · doi:10.1080/07900629948916 · Cited by 615 · see citing works
A PRESUMPTIVE STANDARD FOR ENVIRONMENTAL FLOW PROTECTION
Richter, B., Davis, M., Apse, C., & Konrad, C. P. (2012) · River Research and Applications · doi:10.1002/rra.1511 · Cited by 421 · see citing works
Vanham, D., Hoekstra, A. Y., Wada, Y., Bouraoui, F., de Roo, A. P. J., Mekonnen, M. M., van de Bund, W., Batelaan, O., Pavelic, P., Bastiaanssen, W. G. M., et al. (2017) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2017.09.056 · Cited by 348 · see citing works
A review of methods and data to determine raw material criticality
Schrijvers, D., Hool, A., Blengini, G. A., Chen, W., Dewulf, J. P., Eggert, R. G., van Ellen, L., Gauß, R., Goddin, J., Habib, K., et al. (2020) · Resources Conservation and Recycling · doi:10.1016/j.resconrec.2019.104617 · Cited by 329 · see citing works
The measurement of water scarcity: Defining a meaningful indicator
Damkjaer, S., & Taylor, R. G. (2017) · AMBIO · doi:10.1007/s13280-017-0912-z · Cited by 318 · see citing works
Schmutz, S., & Sendzimir, J. (2018) · Springer eBooks · doi:10.1007/978-3-319-73250-3 · Cited by 277 · see citing works
Using sustainability reporting to assess the environmental footprint of copper mining
Northey, S., Haque, N., & Mudd, G. M. (2012) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2012.09.027 · Cited by 275 · see citing works
A critique on the water-scarcity weighted water footprint in LCA
Hoekstra, A. Y. (2016) · Ecological Indicators · doi:10.1016/j.ecolind.2016.02.026 · Cited by 263 · see citing works
Global assessment of current water resources using total runoff integrating pathways
Oki, T., Agata, Y., Kanae, S., Saruhashi, T., Yang, D., & MUSIAKE, K. (2001) · Hydrological Sciences Journal · doi:10.1080/02626660109492890 · Cited by 229 · see citing works
Pfister, S., Boulay, A., Berger, M., Hadjikakou, M., Motoshita, M., Hess, T. M., Ridoutt, B. G., Weinzettel, J., Scherer, L., Döll, P., et al. (2016) · Ecological Indicators · doi:10.1016/j.ecolind.2016.07.051 · Cited by 226 · see citing works
Towards a sustainability criteria and indicators framework for legacy mine land
Worrall, R., Neil, D. T., Brereton, D., & Mulligan, D. R. (2009) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2009.04.013 · Cited by 221 · see citing works
Reducing mine water requirements
Gunson, A. J., Klein, B., Veiga, M. M., & Dunbar, S. (2011) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2011.08.020 · Cited by 217 · see citing works
Water footprinting and mining: where are the limitations and opportunities?
Northey, S. A., Mudd, G. M., Saarivuori, E., Wessman-Jääskeläinen, H., & Haque, N. (2016) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2016.07.024 · Cited by 212 · see citing works
Life cycle assessment of cobalt extraction process
Farjana, S. H., Huda, N., & Mahmud, M. A. P. (2019) · Journal of Sustainable Mining · doi:10.1016/j.jsm.2019.03.002 · Cited by 208 · see citing works
Using life cycle assessment to evaluate some environmental impacts of gold production
Norgate, T. E., & Haque, N. (2012) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2012.01.042 · Cited by 187 · see citing works
Mineral resources in life cycle impact assessment—part I: a critical review of existing methods
Sonderegger, T., Berger, M., Alvarenga, R. A. F., Bach, V., Cimprich, A., Dewulf, J. P., Frischknecht, R., Guinée, J. B., Helbig, C., Huppertz, T., et al. (2020) · The International Journal of Life Cycle Assessment · doi:10.1007/s11367-020-01736-6 · Cited by 172 · see citing works
The exposure of global base metal resources to water criticality, scarcity and climate change
Northey, S., Mudd, G. M., Werner, T. T., Jowitt, S. M., Haque, N., Yellishetty, M., & Weng, Z. (2017) · Global Environmental Change · doi:10.1016/j.gloenvcha.2017.04.004 · Cited by 170 · see citing works
Use of microbes for cost reduction of metal removal from metals and mining industry waste streams
Cohen, R. R. H. (2005) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2004.10.009 · Cited by 169 · see citing works
A Life Cycle Assessment study of iron ore mining
Ferreira, H., & Leite, M. G. P. (2015) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2015.05.140 · Cited by 152 · see citing works
Mudd, G. M. (2008) · Mine Water and the Environment · doi:10.1007/s10230-008-0037-5 · Cited by 150 · see citing works
Sustainability of Uranium Mining and Milling: Toward Quantifying Resources and Eco-Efficiency
Mudd, G. M., & Diesendorf, M. O. (2008) · Environmental Science & Technology · doi:10.1021/es702249v · Cited by 124 · see citing works
An analysis of historic production trends in Australian base metal mining
Mudd, G. M. (2007) · Ore Geology Reviews · doi:10.1016/j.oregeorev.2006.05.005 · Cited by 119 · see citing works
River Hydrology, Flow Alteration, and Environmental Flow
Zeiringer, B., Seliger, C., Greimel, F., & Schmutz, S. (2018) · Springer eBooks · doi:10.1007/978-3-319-73250-3_4 · Cited by 116 · see citing works
Assessment of water resources pollution associated with mining activity in a semi-arid region
Santana, C. S., Olivares, D. M. M., da Silva, V. H. C., Luzardo, F. H. M., Velasco, F. G., & de Jesus, R. M. (2020) · Journal of Environmental Management · doi:10.1016/j.jenvman.2020.111148 · Cited by 114 · see citing works
Gold mining in Australia: linking historical trends and environmental and resource sustainability
Mudd, G. M. (2007) · Environmental Science & Policy · doi:10.1016/j.envsci.2007.04.006 · Cited by 112 · see citing works
Sustainable water management and improved corporate reporting in mining
Northey, S., Mudd, G. M., Werner, T. T., Haque, N., & Yellishetty, M. (2018) · Water Resources and Industry · doi:10.1016/j.wri.2018.100104 · Cited by 104 · see citing works
Environmental Flows in Water Resources Policies, Plans, and Projects
Hirji, R. F., & Davis, R. (2009) · World Bank, Washington, DC eBooks · doi:10.1596/978-0-8213-7940-0 · Cited by 96 · see citing works
Kinnunen, P. H. ‐., Obenaus-Emler, R., Raatikainen, J., Guignot, S., Guimerà, J., Ciroth, A., & Heiskanen, K. (2020) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2020.123237 · Cited by 68 · see citing works
Global environmental flow information for the sustainable development goals
Sood, A. K., Smakhtin, V., Eriyagama, N., Villholth, K. G., Liyanage, N., Wada, Y., Ebrahim, G. Y., & Dickens, C. W. S. (2017) · doi:10.5337/2017.201 · Cited by 65 · see citing works
Tost, M., Bayer, B., Hitch, M., Lutter, S., Moser, P. D., & Feiel, S. (2018) · Sustainability · doi:10.3390/su10082881 · Cited by 65 · see citing works
Environmental management and life cycle approaches in the Mexican mining industry
Suppen, N., Carranza, M., Huerta, M., & Hernández, M. (2005) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2004.12.020 · Cited by 64 · see citing works
The Blue Water Footprint of Primary Copper Production in Northern Chile
Peña, C. A., & Huijbregts, M. A. J. (2013) · Journal of Industrial Ecology · doi:10.1111/jiec.12036 · Cited by 64 · see citing works
Water disclosure in the mining sector: An assessment of the credibility of sustainability reports
Talbot, D., & Barbat, G. (2019) · Corporate Social Responsibility and Environmental Management · doi:10.1002/csr.1880 · Cited by 56 · see citing works
Masood, N., Hudson-Edwards, K. A., & Farooqi, A. (2020) · Journal of Sustainable Mining · doi:10.46873/2300-3960.1012 · Cited by 48 · see citing works
Systems modelling for effective mine water management
Côte, C. M., Moran, C. J., Hedemann, C. J., & Koch, C. (2010) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2010.06.012 · Cited by 47 · see citing works
An Overview of Indicator Choice and Normalization in Raw Material Supply Risk Assessments
Helbig, C., Bruckler, M., Thorenz, A., & Tuma, A. (2021) · Resources · doi:10.3390/resources10080079 · Cited by 47 · see citing works
Water scarcity footprint of primary aluminium
Buxmann, K., Koehler, A., & Thylmann, D. (2016) · The International Journal of Life Cycle Assessment · doi:10.1007/s11367-015-0997-1 · Cited by 34 · see citing works
Quantifying, reducing and improving mine water use
Gunson, A. J. (2013) · cIRcle (University of British Columbia) · doi:10.14288/1.0071942 · Cited by 34 · see citing works
Miller, K. D., Bentley, M. J., Ryan, J. N., Linden, K. G., Larison, C., Kienzle, B. A., Katz, L. E., Wilson, A. M., Cox, J. T., Kurup, P., et al. (2022) · ACS ES&T Engineering · doi:10.1021/acsestengg.1c00244 · Cited by 33 · see citing works
Life cycle assessment of iron ore mining and processing
Haque, N., & Norgate, T. E. (2015) · Elsevier eBooks · doi:10.1016/b978-1-78242-156-6.00020-4 · Cited by 32 · see citing works
Waste water pollution control in the Australian mining industry
Nedved, M., & Jansz, J. (2005) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2005.03.008 · Cited by 30 · see citing works
Applying water risk assessment methods in mining: Current challenges and opportunities
Gilsbach, L., Schütte, P., & Franken, G. (2019) · Water Resources and Industry · doi:10.1016/j.wri.2019.100118 · Cited by 27 · see citing works
Developing a water accounting framework for the australian minerals industry
Côte, C. M., Moran, C. J., Cummings, J., & Ringwood, K. (2009) · Mining Technology Transactions of the Institutions of Mining and Metallurgy · doi:10.1179/174328610x12682159814948 · Cited by 24 · see citing works
Spitz, K., & Trudinger, J. (2008) · CRC Press eBooks · doi:10.1201/b15859 · Cited by 24 · see citing works
Challenges in the Assessment of Mining Process Water Quality
Le, T. M. K., Miettinen, H., Bomberg, M., Schreithofer, N., & Dahl, O. (2020) · Minerals · doi:10.3390/min10110940 · Cited by 18 · see citing works
Resource Consumption Intensity and the Sustainability of Gold Mining
Boyle, C., & Mudd, G. M. (2007) · Cited by 8 · see citing works
Environmental evaluation of freshwater consumption within the framework of life cycle assessment
Pfister, S. (2011) · Repository for Publications and Research Data (ETH Zurich) · doi:10.3929/ethz-a-006408051 · Cited by 7 · see citing works
Process-oriented Basic Data for Environmental Management Instruments - www.probas.umweltbundesamt.de
Fritsche, U. R. (2005) · The International Journal of Life Cycle Assessment · doi:10.1065/lca2005.03.004 · Cited by 5 · see citing works
Assessing Water Risks in the Mining Industry using Life Cycle Assessment Based Approaches
Northey, S. (2018) · Figshare · doi:10.4225/03/5a6fa83d12229 · Cited by 5 · see citing works
Flagged first, then by citations
1 of the 67 references couldn’t be matched to a known paper.
Research works printed but not linked: 13
- Brown, E. Water for a sustainable minerals industry-A review. In Proceedings of the Water in Mining 2003, Brisbane, Australia, 13-15 October 2003; The Australasian Institute of Mining and Metallurgy (AusIMM): Brisbane, Australia, 2003.
- Bangerter, P.; Dixon, R.; Villegas, M. Improving overall usage of water in mining-A sustainable development approach. In Proceedings of the 2nd International Congress on Water Management in the Mining Industry, Water in Mining, Antofagasta, Chile, 2-4 June 2010;
- Ugya, A.; Ajibade, F.; Ajibade, T. Water pollution resulting from mining activity: An overview. In Proceedings of the 2018 Annual Conference of the School of Engineering & Engineering Technology, The Federal University of Technology (FUTA), Akure, Nigeria, 17-19 July 2018. Available online: https://www.researchgate.net/publication/326925600_Water_Pollution_Resulting_ From_Mining_Activity_An_Overview (accessed on 6 November 2021).
- Meißner, S. Global Metal Mining and Physical Water Stress-Water Impact Assessment of the Mining Industry within the Raw Materials Criticality Methodology. Habilitation-Thesis, University of Augsburg, Augsburg, Germany, 20 June 2021.
- International Council on Mining & Metals (ICMM) (Ed.) Where and How does Mining Take Place? London, UK. 2019. Available online: https://www.icmm.com/en-gb/metals-and-minerals/producing-metals/where-and-how-does-mining-take-place (accessed on 20 December 2019).
- Allan, J.A. Fortunately there are Substitutes for Water Otherwise our Hydro-political Futures would be Impossible, Priorities for Water Resources Allocation and Management. In Priorities for water resources allocation and management; ODA: London, UK, 1993; pp. 13-26.
- Hoekstra, A.Y. (Ed.) Virtual Water Trade. In Proceedings of the International Expert Meeting on Virtual Water Trade; Value of Water Research Report Series No. 12; IHE Delft: Delft, The Netherlands, 2003.
- Kasbohm, J.; Grothe, S.; Steingrube, W.; Lài, L.; Ngân, L.; Hồng, N.T.; Oanh, L.T.K.; Hương, N.Q. Integrated water resources management (iwrm)-An introduction. J. Geol. 2009, 33, 3-14. Available online: https://www.researchgate.net/publication/2370 62491 (accessed on 26 October 2020).
- Brown, A.; Matlock, M.D. A Review of Water Scarcity Indices and Methodologies; White Paper; Sustainability Consortium: Scottsdale, AZ, USA; Fayetteville, NC, USA; Den Haag, The Netherlands, 2011; Volume 106. Available online: https://www.sustainabilityconsortium. org/tsc-downloads/a-review-of-water-scarcity-indices-and-methodologies/ (accessed on 24 October 2020).
- Falkenmark, M.; Gunnar, L. How can we cope with the water resources situation by the year 2015? Ambio 1974, 3, 114-122. Available online: https://www.jstor.org/stable/4312063 (accessed on 26 October 2020).
- European Commission (EC). Ecological Flows in the Implementation of the Water Framework Directive; CIS Guidance Document n • 31; European Commission, DG Environment: Bruxelles, Belgium, 2015. [CrossRef] · DOI
- Tharme, R.E. A global perspective on environmental flow assessment: Emerging trends in the development and application of environmental flow methodologies for rivers. River Res. Appl. 2003, 19, 397-441.
- Giurco, D.; Prior, T.; Mudd, G.; Mason, L.; Behrisch, J. Peak Minerals in Australia: A Review of Changing IMPACTS and Benefits; Prepared for CSIRO Minerals Down Under Flagship; Institute for Sustainable Futures (University of Technology, Sydney) and Department of Civil Engineering (Monash University): Sydney/Clayton, Australia, 2010.
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Menon, A. K., Jia, M., Kaur, S., Dames, C., & Prasher, R. (2023) · iScience · doi:10.1016/j.isci.2023.105966 · Cited by 37 · see citing works
Aydın, İ., Öztürk, R. Ç., Eroldoğan, O. T., Arslan, M., Terzi̇, Y., Yılmaz, S., Diken, G., Yıldırım, Ö., Bodur, T., Gültepe, N., et al. (2025) · Reviews in Aquaculture · doi:10.1111/raq.70010 · Cited by 34 · see citing works
Towards waterless operations from mine to mill
Luukkanen, S., Tanhua, A., Zhang, Z., Canales, R. M., & Auranen, I. (2022) · Minerals Engineering · doi:10.1016/j.mineng.2022.107793 · Cited by 32 · see citing works
Khodakarami, M., & Honaker, R. Q. (2023) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2023.169519 · Cited by 28 · see citing works
IoT-enabled groundwater monitoring with k-NN-SVM algorithm for sustainable water management
Prabu, R. T., Sarkar, M., Chaudhary, D., Obaid, S. A., Al-ateeq, T. K., & Kalam, M. A. (2023) · Acta Geophysica · doi:10.1007/s11600-023-01178-2 · Cited by 26 · see citing works
Akindele, E. O., Oladeji, T. A., Kowobari, E. D., Adedapo, A. M., Fagbohun, I. R., Akinpelu, O. T., & Oyeku, O. G. (2023) · Environmental Pollution · doi:10.1016/j.envpol.2023.121470 · Cited by 26 · see citing works
Geological resource production constrained by regional water availability
Islam, K., Maeno, K., Yokoi, R., Giurco, D., Kagawa, S., Murakami, S., & Motoshita, M. (2025) · Science · doi:10.1126/science.adk5318 · Cited by 25 · see citing works
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Gardiner, N. J., Roberts, J. J., Johnson, G., Smıth, D. J., Bond, C. E., Knipe, R. J., Haszeldine, S., Gordon, S., & O’Donnell, M. (2023) · Earth Science Systems and Society · doi:10.3389/esss.2023.10072 · Cited by 23 · see citing works
Crona, B., Parlato, G., Lade, S. J., Fetzer, I., & MAUS, V. W. (2023) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2023.139523 · Cited by 23 · see citing works
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de Lima, J. P. M., Amaral, M. C. S., & Rezende, S. C. (2025) · Journal of Water Process Engineering · doi:10.1016/j.jwpe.2025.107239 · Cited by 21 · see citing works
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Carnogursky, E. A., Fall, M., & Haruna, S. (2023) · Minerals Engineering · doi:10.1016/j.mineng.2023.108258 · Cited by 21 · see citing works
Ruffino, B., Campo, G., Crutchik, D., Reyes, A., & Zanetti, M. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph192114406 · Cited by 20 · see citing works
Electrochemical advanced oxidation for removal of xanthate from flotation process water
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Han, K. N., Kim, R., & Kim, J. (2023) · Transactions of the Indian Institute of Metals · doi:10.1007/s12666-023-02956-8 · Cited by 17 · see citing works
Barde, B. G., Adeleye, A. O., Oladeji, A. A., & Duhu, Y. B. (2024) · Environmental Analysis Health and Toxicology · doi:10.5620/eaht.2024016 · Cited by 22 · see citing works
Bosch, H. J., & Gupta, J. (2022) · Review of European, Comparative & International Environmental Law · doi:10.1111/reel.12436 · Cited by 15 · see citing works
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Cole, M. J. (2024) · Mining · doi:10.3390/mining4010005 · Cited by 13 · see citing works
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Fitzsimons, E., & Warren, P. (2024) · The Extractive Industries and Society · doi:10.1016/j.exis.2024.101449 · Cited by 11 · see citing works
Leonard, L. (2022) · Local Environment · doi:10.1080/13549839.2022.2136644 · Cited by 11 · see citing works
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Atakhanova, Z., Meirambayeva, M., & Baigaliyeva, M. (2024) · Sustainability · doi:10.3390/su16062456 · Cited by 10 · see citing works
Lezak, S., Wilson, C., Ansar, A., & Bazilian, M. (2022) · Environmental Research Letters · doi:10.1088/1748-9326/ac9f26 · Cited by 10 · see citing works
Wang, P., & Deng, H. (2023) · Environmental Science and Pollution Research · doi:10.1007/s11356-023-26574-5 · Cited by 10 · see citing works
Rizki, I. N., Amalina, I., Hasan, N. S., Khusnun, N. F., Jalil, A. A., & Firmansyah, M. L. (2023) · Chemosphere · doi:10.1016/j.chemosphere.2023.140455 · Cited by 10 · see citing works
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African Union Commission, & OECD (2024) · Africa’s development dynamics · doi:10.1787/df06c7a4-en · Cited by 21 · see citing works
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Sodnomdarjaa, E., Knippertz, M., Karthe, D., Alekseenko, A. V., Ganbat, G., Römer, W., & Lehmkuhl, F. (2024) · Soil Use and Management · doi:10.1111/sum.13025 · Cited by 9 · see citing works
Kolie, B., Elshkaki, A., Sunahara, G. I., Diakite, M. L., & Sangare, M. (2024) · The Extractive Industries and Society · doi:10.1016/j.exis.2024.101433 · Cited by 9 · see citing works
Kolie, B., Elshkaki, A., & Sunahara, G. I. (2024) · Environmental Management · doi:10.1007/s00267-024-02066-1 · Cited by 8 · see citing works
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Hammer, V., Vanneste, J., Vuono, D. C., Alejo, F., Polanco-Cornejo, H. G., Zea, J., Sosa, H. G. B., Rojas, C. A. Z., Figueroa, L. A., & Bellona, C. L. (2023) · ACS ES&T Water · doi:10.1021/acsestwater.3c00026 · Cited by 8 · see citing works
Public water risk concerns triggered by energy-transition-mineral mining
Lin, Z., Wang, P., Tang, L., Wang, Z., McKechnie, J., Li, B., Chen, W., & Chan, F. K. S. (2025) · Resources Environment and Sustainability · doi:10.1016/j.resenv.2025.100196 · Cited by 7 · see citing works
Nazir, M., Roy, K., Saha, A., Das, U., & Saha, D. (2025) · Environmental Geochemistry and Health · doi:10.1007/s10653-025-02523-8 · Cited by 7 · see citing works
Numerical simulations of solid suspensions in a gravity thickener
Alzoubi, M. A., Monot, A., Rancourt, D., & Poncet, S. (2024) · Water Resources and Industry · doi:10.1016/j.wri.2024.100273 · Cited by 6 · see citing works
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Ettoumi, M., Jouini, M., El-Bahi, A., Bergani, A., Taha, Y., Khalil, A., & Benzaazoua, M. (2025) · Journal of Water Process Engineering · doi:10.1016/j.jwpe.2025.108001 · Cited by 6 · see citing works
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Robertson, J., Côte, C. M., & Stevens, S. (2024) · Resources Policy · doi:10.1016/j.resourpol.2024.105193 · Cited by 6 · see citing works
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Matu, A., Valverde, Á., Cason, E. D., Gómez-Árias, A., Maleke, M., & Castillo, J. (2025) · Water Research · doi:10.1016/j.watres.2025.124956 · Cited by 8 · see citing works
Joseph, R. (2025) · Revista minelor · doi:10.2478/minrv-2025-0029 · Cited by 5 · see citing works
Utilization of floating photovoltaic systems in mine pit lakes and tailings ponds
Valikandi, E. M., & Choi, Y. (2025) · Cleaner Engineering and Technology · doi:10.1016/j.clet.2025.101005 · Cited by 5 · see citing works
Green IT: The Evolution of Environmental Concerns Within ICT Policy, Research and Practice
Fors, P., Kreps, D., & O’Brien, A. (2024) · Palgrave studies in digital business & enabling technologies · doi:10.1007/978-3-031-61749-2_2 · Cited by 5 · see citing works
Herrera, M. N. (2022) · Geosystem Engineering · doi:10.1080/12269328.2022.2147588 · Cited by 4 · see citing works
Water footprint for sustainable practices
Bhat, M. A., Dar, T. A., Ahmed, R., Khurshid, Z., & Nisa, F. U. (2025) · Elsevier eBooks · doi:10.1016/b978-0-443-30054-7.00013-6 · Cited by 4 · see citing works
Flotation Recovery of Sphalerite in Sea Water: A Feasibility Study
Nikolaev, A. A. (2023) · Resources · doi:10.3390/resources12040051 · Cited by 4 · see citing works
Adams, L., & Hayakawa, Y. S. (2025) · Environmental Monitoring and Assessment · doi:10.1007/s10661-025-13892-z · Cited by 3 · see citing works
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Тлеш, Д., Khalkhabay, B., Хойшиев, А., & Байарыстанов, М. (2025) · Izdenister natigeler · doi:10.37884/2-2025/40 · Cited by 3 · see citing works
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Coqueret, G., Tavin, B., & ZHOU, Y. (2025) · Journal of Banking & Finance · doi:10.1016/j.jbankfin.2025.107599 · Cited by 4 · see citing works
Baccas, D., & Warnatzsch, E. A. (2024) · Corporate Social Responsibility and Environmental Management · doi:10.1002/csr.2777 · Cited by 3 · see citing works
Lamers, H., Schummer, M., Lucas, M., & Rose, M. (2025) · ChemCatChem · doi:10.1002/cctc.202401978 · Cited by 2 · see citing works
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Nouri, G., Mulligan, C. N., Nasiri, F., Neculita, C. M., & Genty, T. (2026) · Water · doi:10.3390/w18050558 · Cited by 2 · see citing works
Koucham, M., Hamraoui, L., Dahmouni, H., Khalil, A., Ait-Khouia, Y., & Adnani, M. E. (2026) · Scientific African · doi:10.1016/j.sciaf.2026.e03626 · Cited by 2 · see citing works
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Commission de l'Union africaine, & OCDE (2024) · Dynamiques du développement en Afrique · doi:10.1787/b25ee3a9-fr · Cited by 4 · see citing works
Kolie, B., Elshkaki, A., & Sunahara, G. I. (2024) · Smart Grid and Renewable Energy · doi:10.4236/sgre.2024.157010 · Cited by 2 · see citing works
Ren, Z., Liu, D., Hu, T., Yuan, S., Wang, H., Xia, R., & Han, L. (2025) · Water · doi:10.3390/w17010122 · Cited by 2 · see citing works
Siddique, A., Tan, Z., Jiang, L., Algarni, A., Zardari, I. A., Zeshan, M., Khurram, S. H., & Kumar, D. (2025) · Mine Water and the Environment · doi:10.1007/s10230-025-01082-9 · Cited by 2 · see citing works
Crona, B., Parlato, G., Lade, S. J., Fetzer, I., & MAUS, V. W. (2023) · SSRN Electronic Journal · doi:10.2139/ssrn.4495331 · Cited by 2 · see citing works
Farsibaf, M. M., Baghsiah, A. M., Arefy, H. F., Ghandehariun, A., & Kolahan, F. (2025) · Research Square · doi:10.21203/rs.3.rs-5987969/v1 · Cited by 2 · see citing works
Enhancing water sustainability in the Gobi Desert: processes based on IWRM principles
Purevjav, B., Klein, B., Dierkes, J., Kunz, N., Xavier, A., & McFaul, S. (2025) · Discover Water · doi:10.1007/s43832-025-00204-2
Ecological Impacts of Mining in the Amazon: Thematic Trends and Research Gaps
Pinheiro, J. V., Martins, W. B. R., Siqueira‐Gay, J., Villén‐Pérez, S., & Giglio, V. J. (2026) · Environmental Management · doi:10.1007/s00267-026-02403-6 · Cited by 1 · see citing works
Steel Machining Chips as a Sustainable Feedstock for Additive Manufacturing and Powder Metallurgy
Singh, A., Setia, S., Kishore, K., & Sinha, M. K. (2026) · Journal of Sustainable Metallurgy · doi:10.1007/s40831-026-01477-0 · Cited by 1 · see citing works
Spatial and sectoral water demand assessment for the African continent
Vanham, D., Gunathilake, D., Gunasekara, B., Tilahun, S., Brouziyne, Y., Zimale, F. A., Rawat, M., Vanham, R., Hafyani, M. E., Thowfeek, A., et al. (2026) · Nature · doi:10.1038/s41586-026-11199-8 · Cited by 1 · see citing works
Freshwater Pollution: Overview, Prevention, and Control
Srivastava, P., & Sahgal, M. (2023) · Springer eBooks · doi:10.1007/978-981-99-5018-8_16 · Cited by 1 · see citing works
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Иманбаев, М., Сидорова, Н., Бирюков, А., & Джуринская, И. (2024) · Izdenister natigeler · doi:10.37884/4-2024/30 · Cited by 1 · see citing works
Quality and security of drinking water supply in the south of the Democratic Republic of Congo
Éric, K. I., & Malangu, M. E. P. (2023) · World Journal of Advanced Research and Reviews · doi:10.30574/wjarr.2023.20.1.2142
Numerical Analysis of Flocculated Suspensions in a Gravity ThickenerPreprint
Alzoubi, M. A., Monot, A., Rancourt, D., & Poncet, S. (2024) · SSRN Electronic Journal · doi:10.2139/ssrn.4846277
Removal of sodium isopropyl xanthate by capacitive deionization process
Öztürk, Y. (2024) · Environmental Research and Technology · doi:10.35208/ert.1477303
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- Authors
- Meißner, S.
- Affiliations
- University of Augsburg (DE)
- Corresponding author
- Meißner, Simon
- Venue
- Resources
- Publisher
- MDPI AG
- Published
- 2021-11-26
- Volume
- 10
- Issue
- 12
- Pages
- 120
- ISSN
- 2079-9276 (ISSN-L)
- OpenAlex
- W3215030826
- Cited by
- 181
- References
- 67
- Citations by year
- 2026: 15 · 2025: 26 · 2024: 116 · 2023: 18 · 2022: 6
- FWCI
- 11.32
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Resources (publishedVersion, cc-by)
- RePEc: Research Papers in Economics (submittedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- OPUS (Augsburg University) (submittedVersion, cc-by)
- Topics
- Physical Sciences › Environmental Science › Environmental Engineering › Environmental Impact and Sustainability
- Physical Sciences › Environmental Science › Water Science and Technology › Water Resources and Sustainability
- Physical Sciences › Environmental Science › Water Science and Technology › Water-Energy-Food Nexus Studies
- Keywords
- metal mining, water stress, water footprint, carrying capacity, water scarcity, freshwater use, mining operations, river basins, mineral processing, metal refining, environmental water requirements
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