Rare earth elements, sustainability, and ion-adsorption clay: A bibliometric study on global trends and Brazil's prominence
Main Article Content
Abstract
Rare Earth Elements (REE) are critical minerals for the global energy transition and for fulfilling Sustainable Development Goals (SDGs), such as SDG 7 (Clean Energy). However, the traditional supply chain, focused on primary deposits, faces significant geopolitical and environmental challenges. In this context, ion-adsorption clay (IAC) deposits have emerged as the main research route for a more sustainable REE production, aligned with the 2030 Agenda. Despite this relevance, there has been no systematic analysis of the scientific production on this topic in an integrated manner, from the perspective of the entire 2030 Agenda. The objective of this study is to fill this gap by mapping the synergies and trade-offs between global REE-IAC research and the 17 SDGs, and contextualizing this trend with Brazil's emergence as a strategic industrial player. To this end, a bibliometric and systematic review analysis was conducted using the Scopus and Web of Science databases, covering the period from 1973 to 2024. Keyword co-occurrence analysis and thematic clustering were processed using VOSviewer. This analysis was supplemented by a survey of active exploration projects in Brazil, based on technical and governmental reports. The results demonstrate an exponential growth (R2 = 0.98) in research starting from 2015, the year the SDGs were launched. This period accounts for 91.5% of all historical literature on the topic. The cluster analysis reveals that the intellectual structure of the field is dominated by two pillars: the demand for sustainability (Cluster 1, centered on sdg) and the geological solution (Cluster 2, centered on ion adsorption clay). The research field proves to be mature, actively addressing the challenges of water management (SDG 6, Cluster 8) and toxicity. On the global stage, Brazil stands out as the 5th largest publisher. More importantly, the practical survey identified 24 active IAC projects in the country, including the commercial operation of Serra Verde (GO) and the advanced projects in Poços de Caldas (MG), such as Caldeira and Colossus. It is concluded that the SDGs act as the main driver of innovation in IAC research. Brazil demonstrates a unique convergence between innovation policy (aligned with SDG 9), the global scientific trend, and industrial execution. The country is using IAC deposits as a strategic solution to overcome the environmental challenges of its traditional deposits (associated with Th/U), positioning the country as the main Western hub for REE-IAC production and a strategic supplier for the sustainable energy transition.
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References
Balaram, V. 2019. Rare earth elements: A review of applications, occurrence, exploration, analysis, recycling, and environmental impact. Geoscience Frontiers, 10(4), 1285–1303. https://doi.org/10.1016/j.gsf.2018.12.005
Brasil Mineral. 2024a. Mineração Serra Verde inicia produção comercial em Minaçu. https://www.brasilmineral.com.br/noticias/mineracao-serra-verde-iniciaproducao-comercial-em-minacu
Butu, A., Rodino, S., & Butu, M. 2023. Global research progress and trends on critical metals: A bibliometric analysis. Sustainability, 15(6), 4834. https://doi.org/10.3390/su15064834
Collerson, K. D., Dimitrakopoulos, R., & Greville, G. 2025. A meaningful metric to compare the value and prospectivity of clay-hosted regolith rare earth element deposits. Ore Geology Reviews, 178, 106582. https://doi.org/10.1016/j.oregeorev.2024.106582
Depraiter, L., & Goutte, S. 2023. The role and challenges of rare earths in the energy transition. Resources Policy, 86, 104137. https://doi.org/10.1016/j.resourpol.2023.104137
Estrade, G., Marquis, E., Smith, M., Goodenough, K., & Nason, P. 2019. REE concentration processes in ion adsorption deposits: Evidence from the Ambohimirahavavy alkaline complex in Madagascar. Ore Geology Reviews, 112, 103027. https://doi.org/10.1016/j.oregeorev.2019.103027
Grohol, M., & Veeh, C. (2023). Study on the Critical Raw Materials for the EU 2023. Publications Office of the European Union.
Guarino, V., Lustrino, M., Zanetti, A., Tassinari, C. C., Ruberti, E., De'gennaro, R., & Melluso, L. 2021. Mineralogy and geochemistry of a giant agpaitic magma reservoir: The Late Cretaceous Poços de Caldas potassic alkaline complex (SE Brazil). Lithos, 398–399, 106330. https://doi.org/10.1016/j.lithos.2021.106330
Heider, M., & Siqueira, D. F. 2024. Novos potenciais das terras raras no Brasil. In the Mine. https://www.inthemine.com.br/site/novos-potenciais-das-terras-raras-no-brasil-argilas-ionicas/
Huang, Y., He, H., Liang, B., Bao, Z., Tan, W., Ma, L., Zhu, J., Huang, J., & Wang, H. 2021. Characteristics and genesis of ion adsorption type REE deposits in the weathering crusts of metamorphic rocks in Ningdu, Ganzhou, China. Ore Geology Reviews, 135, 104173. https://doi.org/10.1016/j.oregeorev.2021.104173
International Energy Agency. 2024. Global critical minerals outlook 2024. https://www.iea.org/reports/global-critical-minerals-outlook-2024
Jowitt, S. M., & McNulty, B. A. 2021. Battery and energy metals: Future drivers of the minerals industry? Seg Discovery, 124, 11–18. https://doi.org/10.5382/2021-127.fea-01
Lins, F. A. F., Vera, Y. M., & Dourado, M. D. L. 2025. Brasil é o segundo em reservas de terras raras no mundo. Brasil Mineral. https://www.brasilmineral.com.br/noticias/brasil-e-o-segundo-em-reservas-de-terras-rarasno-mundo
Melfi, A. J., Misi, A., Campos, D. D. A., & Cordani, U. G. (Eds.). 2016. Recursos minerais no Brasil: Problemas e desafios. Academia Brasileira de Ciências.
Ministério da Ciência, Tecnologia, Inovações e Comunicações. 2018. Plano de ciência, tecnologia e inovação para minerais estratégicos: 2018–2022. Secretaria de Desenvolvimento Tecnológico e Inovação.
Ministério de Minas e Energia. 2011. Plano Nacional da Mineração 2030: Geologia, mineração e transformação mineral. https://www.gov.br/mme/pt-br/assuntos/secretarias/geologia-mineracao-e-transformacao-mineral/publicacoes-1/plano-nacional-de-mineracao-2030
Moldoveanu, G., & Papangelakis, V. G. 2025. Rare earth recovery from ion-adsorption clays by ion exchange leaching. In S. Seetharaman (Ed.), Treatise on process metallurgy: Volume 2B (pp. 529–543). Elsevier. https://doi.org/10.1016/B978-0-443-40294-4.00045-1
Ntomb, Y. D., Bondje, L. M. N. B., Mandeng, E. P. B., Wadjou, J. W., Bidzang, F. N., & Ngos III, S. 2024. Major and trace elements behaviour in three weathering profiles developed on syenitic rocks in Ina pluton (syenitic set of Linté, Central Cameroon). Journal of African Earth Sciences, 216, 105315. https://doi.org/10.1016/j.jafrearsci.2024.105315
Sanematsu, K., & Kon, Y. 2013. Geochemical characteristics determined by multiple extraction from ion-adsorption type REE ores in Dingnan County of Jiangxi Province, South China. Resource Geology, 63(4), 313–330. https://doi.org/10.9795/bullgsj.64.313
Silva, G. F., Silva, A. D. R., & Souza Gaia, S. M. (Orgs.). 2024. An overview of critical and strategic minerals of Brazil. Serviço Geológico do Brasil.
United States Geological Survey. 2022, February 22. U.S Geological Survey releases 2022 list of critical minerals. https://www.usgs.gov/news/national-news-release/us-geological-surveyreleases-2022-list-critical-minerals
United States Geological Survey. 2025. Mineral commodity summaries 2025. https://doi.org/10.3133/mcs2025
Van Eck, N., & Waltman, L. 2010. Software survey: VOSviewer, a computer program for bibliometric mapping. Scientometrics, 84(2), 523–538. https://doi.org/10.1007/s11192-009-0146-3
Van Gosen, B. S., Verplanck, P. L., Seal, R. R., II, Long, K. R., & Gambogi, J. 2017. Rare earth elements. In K. J. Schulz, J. H. DeYoung, Jr., R. R. Seal, II, & D. C. Bradley (Eds.), Critical mineral resources of the United States—Economic and environmental geology and prospects for future supply (Cap. O, pp. 1–31). U.S. Geological Survey.
Wall, F. 2021. Rare earth elements. In S. Elias & D. Alderton (Eds.), Encyclopedia of geology (pp. 680–693). Academic Press.
Zhou, M. F., Li, M. Y. H., Wang, Z., Li, X. C., & Liu, J. 2020. The genesis of regolith-hosted rare earth element and scandium deposits: Current understanding and outlook to future prospecting. Chinese Science Bulletin, 65, 2265–2279. http://dx.doi.org/10.1360%2FTB-2020-0350