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The Impact of the Energy Transition and Sustainable Development Goals on Mineral Resource Availability in Africa

DOI: 10.4236/sgre.2024.157010, PP. 149-185

Keywords: Mineral-Energy Nexus, Climate Change, SDGs, African Mining Industries, Energy Transition

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Abstract:

Understanding and predicting the impact of the global energy transition and the United Nations Sustainable Development Goals (SDGs) on global mineral demand and African supply is challenging. This study uses a resource nexus approach to investigate and analyze the impact of this transition on energy and water demand and CO2 emissions using three annual material demand scenarios. The results indicate that African mining will consume more energy by 2050, leading to an increase in cumulative demand for energy (from 98 to 14,577 TWh) and water (from 15,013 to 223,000 million m3), as well as CO2 emissions (1318 and 19,561 Gg CO2e). In contrast, only a modest increase in energy demand (207 TWh) will be required by 2050 to achieve the SDGs. Therefore, the African mining industry should reduce its energy consumption and invest more in the renewable energy sector to support the global energy transition.

References

[1]  Saleh, H.M. and Hassan, A.I. (2024) The Challenges of Sustainable Energy Transition: A Focus on Renewable Energy. Applied Chemical Engineering, 7, Article No. 2084.
https://doi.org/10.59429/ace.v7i2.2084
[2]  Wang, X., Jiang, P., Yang, L., Fan, Y.V., Klemeš, J.J. and Wang, Y. (2021) Extended Water-Energy Nexus Contribution to Environmentally-Related Sustainable Development Goals. Renewable and Sustainable Energy Reviews, 150, Article 111485.
https://doi.org/10.1016/j.rser.2021.111485
[3]  Ayorinde, O.B., Etukudoh, E.A., Nwokediegwu, Z.Q.S., Ibekwe, K.I., Umoh, A.A. and Hamdan, A. (2024) Renewable Energy Projects in Africa: A Review of Climate Finance Strategies. International Journal of Science and Research Archive, 11, 923-932.
https://doi.org/10.30574/ijsra.2024.11.1.0170
[4]  Müller, F., Neumann, M., Elsner, C. and Claar, S. (2021) Assessing African Energy Transitions: Renewable Energy Policies, Energy Justice, and SDG 7. Politics and Governance, 9, 119-130.
https://doi.org/10.17645/pag.v9i1.3615
[5]  Kılkış, Ş., Krajačić, G., Duić, N., Rosen, M.A. and Al-Nimr, M.A. (2022) Effective Mitigation of Climate Change with Sustainable Development of Energy, Water and Environment Systems. Energy Conversion and Management, 269, Article 116146.
https://doi.org/10.1016/j.enconman.2022.116146
[6]  Tokimatsu, K., Wachtmeister, H., McLellan, B., Davidsson, S., Murakami, S., Höök, M., et al. (2017) Energy Modeling Approach to the Global Energy-Mineral Nexus: A First Look at Metal Requirements and the 2 °C Target. Applied Energy, 207, 494-509.
https://doi.org/10.1016/j.apenergy.2017.05.151
[7]  Jankulovski, N. (2023) Sustainable Development and Agricultural Economics: Focus on the Current Trends, Challenges, and Opportunities. Technology, Education and Management Journal, 12, 1799-1807.
https://doi.org/10.18421/tem123-63
[8]  Pouresmaieli, M., Ataei, M., Nouri Qarahasanlou, A. and Barabadi, A. (2023) Integration of Renewable Energy and Sustainable Development with Strategic Planning in the Mining Industry. Results in Engineering, 20, Article 101412.
https://doi.org/10.1016/j.rineng.2023.101412
[9]  Elshkaki, A. and Shen, L. (2019) Energy-Material Nexus: The Impacts of National and International Energy Scenarios on Critical Metals Use in China up to 2050 and Their Global Implications. Energy, 180, 903-917.
https://doi.org/10.1016/j.energy.2019.05.156
[10]  de Villiers, J.P.R. (2017) How to Sustain Mineral Resources: Beneficiation and Mineral Engineering Opportunities. Elements, 13, 307-312.
https://doi.org/10.2138/gselements.13.5.307
[11]  Elshkaki, A. (2019) Materials, Energy, Water, and Emissions Nexus Impacts on the Future Contribution of PV Solar Technologies to Global Energy Scenarios. Scientific Reports, 9, Article No. 19238.
https://doi.org/10.1038/s41598-019-55853-w
[12]  Elshkaki, A. (2023) The Implications of Material and Energy Efficiencies for the Climate Change Mitigation Potential of Global Energy Transition Scenarios. Energy, 267, Article 126596.
https://doi.org/10.1016/j.energy.2022.126596
[13]  Hu, X., Wang, C. and Elshkaki, A. (2024) Material-Energy Nexus: A Systematic Literature Review. Renewable and Sustainable Energy Reviews, 192, Article 114217.
https://doi.org/10.1016/j.rser.2023.114217
[14]  Hernandez, R.R., Jordaan, S.M., Kaldunski, B. and Kumar, N. (2020) Aligning Climate Change and Sustainable Development Goals with an Innovation Systems Roadmap for Renewable Power. Frontiers in Sustainability, 1, Article 583090.
https://doi.org/10.3389/frsus.2020.583090
[15]  Fuldauer, L.I., Thacker, S., Haggis, R.A., Fuso-Nerini, F., Nicholls, R.J. and Hall, J.W. (2022) Author Correction: Targeting Climate Adaptation to Safeguard and Advance the Sustainable Development Goals. Nature Communications, 13, Article No. 5832.
https://doi.org/10.1038/s41467-022-33518-z
[16]  Ding, X. and Liu, X. (2023) Renewable Energy Development and Transportation Infrastructure Matters for Green Economic Growth? Empirical Evidence from China. Economic Analysis and Policy, 79, 634-646.
https://doi.org/10.1016/j.eap.2023.06.042
[17]  Wang, X. and Xu, X. (2024) Sustainable Resource Management and Green Economic Growth: A Global Prospective. Resources Policy, 89, Article 104634.
https://doi.org/10.1016/j.resourpol.2024.104634
[18]  Ramirez, S. (2024) Impact of Climate Change on Global Security and Cooperation in Mexico. Journal of International Relations, 4, 9-21.
https://doi.org/10.47604/jir.2347
[19]  Peters, R., Berlekamp, J., Kabiri, C., Kaplin, B.A., Tockner, K. and Zarfl, C. (2024) Sustainable Pathways towards Universal Renewable Electricity Access in Africa. Nature Reviews Earth & Environment, 5, 137-151.
https://doi.org/10.1038/s43017-023-00501-1
[20]  Balgah, R.A. and Kimengsi, J.N. (2022) A Review of Drivers of Environmental Non-Migration Decisions in Africa. Regional Environmental Change, 22, Article No. 125.
https://doi.org/10.1007/s10113-022-01970-8
[21]  Northey, S.A., Mudd, G.M., Saarivuori, E., Wessman-Jääskeläinen, H. and Haque, N. (2016) Water Footprinting and Mining: Where Are the Limitations and Opportunities? Journal of Cleaner Production, 135, 1098-1116.
https://doi.org/10.1016/j.jclepro.2016.07.024
[22]  Porwal, P.D. and Hawken, P. (2023) Green Business and Environmental Sustainability. Trends in Banking, Accounting and Business, 2, 41-50.
[23]  Respati, G. and Putro, U.S. (2023) Navigating Water Sustainability in Mineral Mining with a Systems Thinking-Based Approach. Indonesian Journal of Multidisciplinary Science, 2, 3070-3084.
https://doi.org/10.55324/ijoms.v2i9.539
[24]  Tripathi, A.K., Aruna, M., Parida, S., Nandan, D., Elumalai, P.V., Prakash, E., et al. (2024) Integrated Smart Dust Monitoring and Prediction System for Surface Mine Sites Using IoT and Machine Learning Techniques. Scientific Reports, 14, Article No. 7587.
https://doi.org/10.1038/s41598-024-58021-x
[25]  Yahong, W., Cai, Y., Khan, S. and Chandio, A.A. (2022) How Do Clean Fuels and Technology-Based Energy Poverty Affect Carbon Emissions? New Evidence from Eighteen Developing Countries. Environmental Science and Pollution Research, 30, 37396-37414.
https://doi.org/10.1007/s11356-022-24798-5
[26]  de Strasser Manfred Hafner, L. and Tagliapietra, S. (2018) Energy in Africa Challenges and Opportunities. Springer.
http://www.springer.com/series/8903
[27]  Muduli, K., Biswal, J.N., Tripathy, S., Satapathy, S. and Barve, A. (2017) Investigation of Influential Factors of Green Supply Chain Management in Indian Mining Industries: An Empirical Study. International Journal of Business Excellence, 12, 351-375.
https://doi.org/10.1504/ijbex.2017.10005088
[28]  Ekemezie, I.O. and Digitemie, W.N. (2024) Climate Change Mitigation Strategies in the Oil & Gas Sector: A Review of Practices and Impact. Engineering Science & Technology Journal, 5, 935-948.
https://doi.org/10.51594/estj.v5i3.948
[29]  Andrews-Speed, P. and Zhang, S. (2019) The Water-Energy-Food Nexus. In: Andrews-Speed, P. and Zhang, S., Eds., China as a Global Clean Energy Champion, Springer Nature Singapore, 215-243.
https://doi.org/10.1007/978-981-13-3492-4_9
[30]  Guo, Q., Abbas, S., AbdulKareem, H.K.K., Shuaibu, M.S., Khudoykulov, K. and Saha, T. (2023) Devising Strategies for Sustainable Development in Sub-Saharan Africa: The Roles of Renewable, Non-Renewable Energy, and Natural Resources. Energy, 284, Article 128713.
https://doi.org/10.1016/j.energy.2023.128713
[31]  Huxham, M., Anwar, M. and Nelson, D. (2019) Understanding the Impact of a Low Carbon Transition on South Africa. Climate Policy Initiative, 1-113.
https://www.climatepolicyinitiative.org/wp-content/uploads/2019/03/CPI-Energy-Finance-Understanding-the-impact-of-a-low-carbon-transition-on-South-Africa-March-2019.pdf
[32]  Guo, Y., Tian, J. and Chen, L. (2020) Water-Energy Nexus in China’s Industrial Parks. Resources, Conservation and Recycling, 153, Article 104551.
https://doi.org/10.1016/j.resconrec.2019.104551
[33]  Guo, M., van Dam, K.H., Touhami, N.O., Nguyen, R., Delval, F., Jamieson, C., et al. (2020) Multi-Level System Modelling of the Resource-Food-Bioenergy Nexus in the Global South. Energy, 197, Article 117196.
https://doi.org/10.1016/j.energy.2020.117196
[34]  Koppa, E.T., Musonda, I. and Zulu, S.L. (2023) A Systematic Literature Review on Local Sustainability Assessment Processes for Infrastructure Development Projects in Africa. Sustainability, 15, Article No. 1013.
https://doi.org/10.3390/su15021013
[35]  Liu, Y., Bai, M., Shen, F., Wu, Z., Yang, J., Li, N., et al. (2024) Enhancing Soybean and Maize Yields through Improved Nitrogen and Soil Water Use Efficiencies: A 40-Year Study on the Impact of Farmyard Manure Amendment in Northeast China. Plants, 13, Article No. 500.
https://doi.org/10.3390/plants13040500
[36]  Vidal, O., Goffé, B. and Arndt, N. (2013) Metals for a Low-Carbon Society. Nature Geoscience, 6, 894-896.
https://doi.org/10.1038/ngeo1993
[37]  Buchholz, P. and Brandenburg, T. (2018) Demand, Supply, and Price Trends for Mineral Raw Materials Relevant to the Renewable Energy Transition Wind Energy, Solar Photovoltaic Energy, and Energy Storage. Chemie Ingenieur Technik, 90, 141-153.
https://doi.org/10.1002/cite.201700098
[38]  Owen, J.R., Kemp, D., Lechner, A.M., Harris, J., Zhang, R. and Lèbre, É. (2022) Energy Transition Minerals and Their Intersection with Land-Connected Peoples. Nature Sustainability, 6, 203-211.
https://doi.org/10.1038/s41893-022-00994-6
[39]  Slameršak, A., Kallis, G. and O’Neill, D.W. (2022) Energy Requirements and Carbon Emissions for a Low-Carbon Energy Transition. Nature Communications, 13, Article No. 6932.
https://doi.org/10.1038/s41467-022-33976-5
[40]  Bleiwas, D.I. (2011) Estimates of Electricity Requirements for the Recovery of Mineral Commodities, with Examples Applied to Sub-Saharan Africa.
http://pubs.usgs.gov/of/2011/1253/report/OF11-1253.pdf
[41]  Kleijn, R., van der Voet, E., Kramer, G.J., van Oers, L. and van der Giesen, C. (2011) Metal Requirements of Low-Carbon Power Generation. Energy, 36, 5640-5648.
https://doi.org/10.1016/j.energy.2011.07.003
[42]  Dai, Q., Kelly, J.C. and Elgowainy, A. (2018) Update of Life Cycle Analysis of Cobalt in the GREET Model.
https://greet.es.anl.gov/files/update_cobalt
[43]  International Energy Agency (2019) Africa Energy Outlook 2019.
https://www.iea.org/reports/africa-energy-outlook-2019
[44]  World Bank Group (2018) Country Partnership Framework for the Republic of Guinea for the Period Fy2018-Fy23.
https://openknowledge.worldbank.org/handle/10986/29906?locale-attribute=en
[45]  IEA (2021) World Energy Outlook 2021.
https://www.iea.org/reports/world-energy-outlook-2021
[46]  Meißner, S. (2021) The Impact of Metal Mining on Global Water Stress and Regional Carrying Capacities—A GIS-Based Water Impact Assessment. Resources, 10, Article No. 120.
https://doi.org/10.3390/resources10120120
[47]  Tost, M., Bayer, B., Hitch, M., Lutter, S., Moser, P. and Feiel, S. (2018) Metal Mining’s Environmental Pressures: A Review and Updated Estimates on CO2 Emissions, Water Use, and Land Requirements. Sustainability, 10, Article No. 2881.
https://doi.org/10.3390/su10082881
[48]  Kolie, B., Jun, Y., Sunahara, G. and Camara, M. (2021) Characterization of the Rock Blasting Process Impacts in Lefa Gold Mine, Republic of Guinea. Environmental Earth Sciences, 80, Article No. 175.
https://doi.org/10.1007/s12665-021-09477-x
[49]  Olsen, S.E., Monsen, B. and Lindstad, T. (2016) CO2-Emissions from the Production of Manganese and Chromium Alloys in Norway.
[50]  Cowie, A.L., Wood, S. and Cowie, A. (2014) For Fertilizer Production. Cooperative Research Centre for Greenhouse Accounting.
[51]  Mudd, B.G.M. (2012) Sustainability Reporting and the Platinum Group Metals: A Global Mining Industry Leader? Platinum Metals Review, 56, 2-19.
https://doi.org/10.1595/147106711x614713
[52]  Farjana, S.H., Huda, N. and Mahmud, M.A.P. (2019) Life Cycle Assessment of Cobalt Extraction Process. Journal of Sustainable Mining, 18, 150-161.
https://doi.org/10.1016/j.jsm.2019.03.002
[53]  Bartoli, M., Rosi, L., Giovannelli, A., Frediani, P. and Frediani, M. (2016) Production of Bio-Oils and Bio-Char from Arundo Donax through Microwave Assisted Pyrolysis in a Multimode Batch Reactor. Journal of Analytical and Applied Pyrolysis, 122, 479-489.
https://doi.org/10.1016/j.jaap.2016.10.016
[54]  European Carbon and Graphite Association (2018) Towards CO2 Neutrality Due to Carbon and Graphite.
[55]  de Koning, A., Kleijn, R., Huppes, G., Sprecher, B., van Engelen, G. and Tukker, A. (2018) Metal Supply Constraints for a Low-Carbon Economy? Resources, Conservation and Recycling, 129, 202-208.
https://doi.org/10.1016/j.resconrec.2017.10.040
[56]  Dominish, E., Teske, S. and Florin, N. (2019) Responsible Minerals Sourcing for Renewable Energy.
[57]  Watari, T., McLellan, B.C., Giurco, D., Dominish, E., Yamasue, E. and Nansai, K. (2019) Total Material Requirement for the Global Energy Transition to 2050: A Focus on Transport and Electricity. Resources, Conservation and Recycling, 148, 91-103.
https://doi.org/10.1016/j.resconrec.2019.05.015
[58]  de Boer, M.A., Wolzak, L. and Slootweg, J.C. (2018) Phosphorus: Reserves, Production, and Applications. In: Ohtake, H. and Tsuneda, S., Eds., Phosphorus Recovery and Recycling, Springer Singapore, 75-100.
https://doi.org/10.1007/978-981-10-8031-9_5
[59]  Valero, A., Valero, A., Calvo, G., Ortego, A., Ascaso, S. and Palacios, J. (2018) Global Material Requirements for the Energy Transition. an Exergy Flow Analysis of Decarbonisation Pathways. Energy, 159, 1175-1184.
https://doi.org/10.1016/j.energy.2018.06.149
[60]  USGS (2020) Mineral Commodity Summaries 2020.
https://pubs.usgs.gov/periodicals/mcs2020/mcs2020.pdf
[61]  Norgate, T. and Haque, N. (2010) Energy and Greenhouse Gas Impacts of Mining and Mineral Processing Operations. Journal of Cleaner Production, 18, 266-274.
https://doi.org/10.1016/j.jclepro.2009.09.020
[62]  Tost, M., Hitch, M., Chandurkar, V., Moser, P. and Feiel, S. (2018) The State of Environmental Sustainability Considerations in Mining. Journal of Cleaner Production, 182, 969-977.
https://doi.org/10.1016/j.jclepro.2018.02.051
[63]  Cervantes Barron, K., Hakker, M.E. and Cullen, J.M. (2021) Future Low-Carbon Electricity in Africa: How Much Material Is Needed?
[64]  IRENA (2020) Scaling up Renewable Energy Deployment in Africa.
https://www.irena.org/-/media/Files/IRENA/Agency/Publication/2020/Feb/IRENA_Africa_Impact_Report_2020.pdf
[65]  Bouchene, L., Cassim, Z., Engel, H., Jayaram, K. and Kendall, A. (2021) Green Africa: A Growth and Resilience Agenda for the Continent How the Global Climate Agenda Creates Opportunities for Africa to Build Resilience, Catalyze Sustainable Growth, and Contribute to the Net-Zero Transition.
https://www.mckinsey.com/capabilities/sustainability/our-insights/green-africa-a-growth-and-resilience-agenda-for-the-continent
[66]  Che, B., Shao, C., Lu, Z., Qian, B. and Chen, S. (2022) Mineral Requirements for China’s Energy Transition to 2060—Focus on Electricity and Transportation. Sustainability, 15, Article No. 585.
https://doi.org/10.3390/su15010585
[67]  Wang, P., Chen, L., Ge, J., Cai, W. and Chen, W. (2019) Incorporating Critical Material Cycles into Metal-Energy Nexus of China’s 2050 Renewable Transition. Applied Energy, 253, Article 113612.
https://doi.org/10.1016/j.apenergy.2019.113612
[68]  Drexhage, K.L., Hund, J. and La Porta, D. (2017) Minerals and Metals to Meet the Needs of a Low-Carbon Economy. Live Wire, 1-8.
https://doi.org/10.1596/28380
[69]  Hund, K., La Porta, D., Fabregas, T., Laing, T. and Drexhage, J. (2020) Minerals for Climate Action: The Mineral Intensity of the Clean Energy Transition.
http://pubdocs.worldbank.org/en/961711588875536384/Minerals-for-Climate-Action-The-Mineral-Intensity-of-the-Clean-Energy-Transition.pdf
[70]  Guohua, Y., Elshkaki, A. and Xiao, X. (2021) Dynamic Analysis of Future Nickel Demand, Supply, and Associated Materials, Energy, Water, and Carbon Emissions in China. Resources Policy, 74, Article 102432.
https://doi.org/10.1016/j.resourpol.2021.102432
[71]  Giurco, D., Teske, S., Fam, D. and Florin, N. (2016) Energy-Mineral Nexus : Tensions between Integration and Reconfiguration. Japan Society of Energy and Resources, 37, 188-193.
[72]  Bleischwitz, R., Kirschke, S. and Adam, N. (2021) Implications of the Resource Nexus on International Relations: The Case of the Grand Ethiopian Renaissance Dam. Zeitschrift für Außen und Sicherheitspolitik, 14, 397-409.
https://doi.org/10.1007/s12399-021-00878-1
[73]  Wang, P., Chen, L., Ge, J., Cai, W. and Chen, W. (2019) Incorporating Critical Material Cycles into Metal-Energy Nexus of China’s 2050 Renewable Transition. Applied Energy, 253, Article 113612.
https://doi.org/10.1016/j.apenergy.2019.113612
[74]  Tokimatsu, K., Höök, M., McLellan, B., Wachtmeister, H., Murakami, S., Yasuoka, R., et al. (2018) Energy Modeling Approach to the Global Energy-Mineral Nexus: Exploring Metal Requirements and the Well-Below 2°C Target with 100 Percent Renewable Energy. Applied Energy, 225, 1158-1175.
https://doi.org/10.1016/j.apenergy.2018.05.047
[75]  Nate, S., Bilan, Y., Kurylo, M., Lyashenko, O., Napieralski, P. and Kharlamova, G. (2021) Mineral Policy within the Framework of Limited Critical Resources and a Green Energy Transition. Energies, 14, Article No. 2688.
https://doi.org/10.3390/en14092688
[76]  Tweneboah-Koduah, D., Arah, M.L. and Botchway, T.P. (2023) Globalization, Renewable Energy Consumption and Sustainable Development. Cogent Social Sciences, 9, Article 2223399.
https://doi.org/10.1080/23311886.2023.2223399
[77]  Schmidt, M. (2021) The Resource-Energy Nexus as a Key Factor for Circular Economy. Chemie Ingenieur Technik, 93, 1707-1716.
https://doi.org/10.1002/cite.202100111
[78]  Kelly, J.B., Dunn, C.J., Linda, G., et al. (2015) Material and Energy Flow in the Production of Cathode and Anode Materials for Lithium Ion Batteries.
https://www.osti.gov/biblio/1224963
[79]  Elshkaki, A., Lei, S. and Chen, W. (2020) Material-Energy-Water Nexus: Modelling the Long Term Implications of Aluminium Demand and Supply on Global Climate Change up to 2050. Environmental Research, 181, Article 108964.
https://doi.org/10.1016/j.envres.2019.108964
[80]  Beylot, A. and Villeneuve, J. (2017) Accounting for the Environmental Impacts of Sulfidic Tailings Storage in the Life Cycle Assessment of Copper Production: A Case Study. Journal of Cleaner Production, 153, 139-145.
https://doi.org/10.1016/j.jclepro.2017.03.129
[81]  Harvey, L.D.D. (2018) Resource Implications of Alternative Strategies for Achieving Zero Greenhouse Gas Emissions from Light-Duty Vehicles by 2060. Applied Energy, 212, 663-679.
https://doi.org/10.1016/j.apenergy.2017.11.074
[82]  Greim, P., Solomon, A.A. and Breyer, C. (2020) Assessment of Lithium Criticality in the Global Energy Transition and Addressing Policy Gaps in Transportation. Nature Communications, 11, Article No. 4570.
https://doi.org/10.1038/s41467-020-18402-y
[83]  Zhang, C., Zhao, X., Sacchi, R. and You, F. (2023) Trade-Off between Critical Metal Requirement and Transportation Decarbonization in Automotive Electrification. Nature Communications, 14, Article No. 1616.
https://doi.org/10.1038/s41467-023-37373-4
[84]  Yang, H., Zhang, W. and Li, L. (2021) Intercropping: Feed More People and Build More Sustainable Agroecosystems. Frontiers of Agricultural Science and Engineering, 8, 373-386.
[85]  Mohr, S. and Evans, G. (2013) Projections of Future Phosphorus Production. Philica, 380, 1-47.
https://www.semanticscholar.org/paper/Projections-of-Future-Phosphorus-Production-Mohr/8991deae0781ad59e2f6717eb4f87f9427005bd2
[86]  Kleijn, R. and van der Voet, E. (2010) Resource Constraints in a Hydrogen Economy Based on Renewable Energy Sources: An Exploration. Renewable and Sustainable Energy Reviews, 14, 2784-2795.
https://doi.org/10.1016/j.rser.2010.07.066
[87]  Zhang, C., Yan, J. and You, F. (2023) Critical Metal Requirement for Clean Energy Transition: A Quantitative Review on the Case of Transportation Electrification. Advances in Applied Energy, 9, Article 100116.
https://doi.org/10.1016/j.adapen.2022.100116

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