Editor’s Choice Articles

Editor’s Choice articles are based on recommendations by the scientific editors of MDPI journals from around the world. Editors select a small number of articles recently published in the journal that they believe will be particularly interesting to readers, or important in the respective research area. The aim is to provide a snapshot of some of the most exciting work published in the various research areas of the journal.

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19 pages, 9965 KB  
Article
Zircon U–Pb and Lu–Hf Signatures for the Gold Porphyry Deposits in the Alta Floresta Gold Province (Amazonian Craton, Brazil): Implications for Regional Exploration
by Léo Adriano de Oliveira, Natã José de França, Antônio João Paes de Barros, André Campos Rocha Pinto, Guilherme Loriato Potratz, Armando Dias Tavares, Luiz Pinheiro and Mauro Cesar Geraldes
Minerals 2026, 16(8), 789; https://doi.org/10.3390/min16080789 - 29 Jul 2026
Viewed by 822
Abstract
The present work focuses on investigating U–Pb and Lu–Hf ages of zircon grains obtained from Au mineralized granitic rocks from Alta Floresta Gold Province (AFGP), in the Amazonia craton, Brazil. Also, detrital zircon grains from recent Au-rich sediments were analyzed for U–Pb ages [...] Read more.
The present work focuses on investigating U–Pb and Lu–Hf ages of zircon grains obtained from Au mineralized granitic rocks from Alta Floresta Gold Province (AFGP), in the Amazonia craton, Brazil. Also, detrital zircon grains from recent Au-rich sediments were analyzed for U–Pb ages and Lu–Hf isotopic signatures to apply to regional gold exploration in the AFGP to define targets consisting of deep-seated mineralized bodies using isotopic tracers. U–Pb ages of magmatic rocks, obtained from zircon grains, indicate crystallization ages ranging from 1896 Ma to 1825 Ma for rocks associated with gold deposits, and TDM model ages between 2.65 and 1.96 Ga and εHf values between +8.0 and −4.6. U–Pb ages obtained from 89 detrital zircon grains indicate peaks at 2055–1980 Ma, 1889–1985 Ma, 1790–1700 Ma, and 1600–1550 Ma. The first group is related to the basement, represented by the rocks of the Cuiu-Cuiu Complex (TDM 2.0–1.9 Ga and εHf from +8.7 to −1.32). The second group concerns the mineralized magmatic rocks in the AFPG, and the ages range from 18,896 to 1825 Ma, TDM ages ranging from 2.90 to 2.75 Ga, and the εHf values from +15 to −8. The age ranging from 1790 to 1700 is associated with anorogenic magmatism (TDM 2.0–1.9 Ga and εHf from +5.36 to −8.46). The youngest group comprises ages from 1600 to 1550 Ma, probably correlated to the Serra da Providencia suite with TDM of 1,6 to 1,50 Ga and εHf from +5,0 to −10. In this way, it was possible to identify the age range of detrital zircon grains concerning the ages of mineralized granites and characterize the Hf signatures associated with the mineralization processes. In this sense, the zircon grains associated with the magmatic processes responsible for the concentration of noble metals exhibited U–Pb ages and εHf values interpreted as having been generated in magmas originating from a depleted mantle. As suggested in the literature, the magma characteristics reported here are coherent with a hot, hydrous, Fe-rich, high-K calc-alkaline, and subvolcanic emplacement. Based on the model that correlates gold deposits with porphyritic magmatic processes, significant discoveries with world-class volumes may result from better characterization of the deposit types found in the province. Full article
(This article belongs to the Special Issue Feature Papers in Mineral Exploration Methods and Applications 2025)
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18 pages, 12354 KB  
Article
Edge-Preferential Graphitization and Nanoscale Structural Heterogeneity in Coal-Derived Carbon Revealed by High-Resolution Transmission Electron Microscopy (HRTEM)
by Xiaomei Zhang, Xinyu Chen, Yeersheng Jiangbaolati, Han Zhang, Memet Subinuer, Shangyu Ding, Jidun Sha, Lin Meng, Qiang Guo, Yungang Zhao, Hao Chen and Shaoqing Wang
Minerals 2026, 16(8), 780; https://doi.org/10.3390/min16080780 - 27 Jul 2026
Viewed by 342
Abstract
The nanoscale structural heterogeneity of carbons plays a crucial role in regulating the surface activity, catalytic performance, and wettability of substances. Herein, we quantitatively investigate the nanostructural evolution of a coal-derived carbon during high-temperature treatment, using high-resolution transmission electron microscopy (HRTEM). To elucidate [...] Read more.
The nanoscale structural heterogeneity of carbons plays a crucial role in regulating the surface activity, catalytic performance, and wettability of substances. Herein, we quantitatively investigate the nanostructural evolution of a coal-derived carbon during high-temperature treatment, using high-resolution transmission electron microscopy (HRTEM). To elucidate the intrinsic nanoscale structural heterogeneity of carbonaceous materials during thermal treatment, a particle-edge preferential graphitization is hypothesized in this study. Based on quantitative HRTEM analysis of coal-derived carbon heat-treated up to 3000 °C, this study demonstrates that particle boundaries act as intrinsic geometric templates and stress concentrators, governing the carbon nanostructural evolution. The length enhancement of the aromatic structural transformation occurs at 300 °C, 1000 °C, and 2550 °C, respectively, with substantially decreased small-size lattice fringes and substantially increased medium- and large-size lattice fringes. The average curvature displays a non-monotonic decrease and a transient increase during the second carbonization and pregraphitization processes, driven by the formation of concentric and twisted nanostructures. During graphitization, lattice fringe curvature becomes geometrically constrained by particle edges, resulting in an unexpected positive correlation with fringe length. Lattice fringes at particle edges develop highly ordered, boundary-parallel orientations, whereas interior regions experience delayed ordering with randomly oriented graphitic domains. Edge-preferential graphitization explains the non-uniform evolution of carbon structures, providing a crucial theoretical basis for the comprehensive utilization of complex amorphous carbon precursors, including coal and biomass-derived fuels. Full article
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13 pages, 3268 KB  
Article
Synergistic Enhancement of In Situ Sulfidization Flotation of Malachite via Grinding Environment Regulation
by Wentao Zhu, Zhiyong Gao, Dongjin Yu, Bo Li and Xu Jiang
Minerals 2026, 16(8), 777; https://doi.org/10.3390/min16080777 - 26 Jul 2026
Viewed by 341
Abstract
The conventional sulfidization–xanthate flotation of oxide copper minerals is often limited by reagent consumption and the mismatch between surface generation and sulfidization when sulfidization is carried out only during flotation conditioning. To address these limitations, this study proposes an in situ sulfidization strategy [...] Read more.
The conventional sulfidization–xanthate flotation of oxide copper minerals is often limited by reagent consumption and the mismatch between surface generation and sulfidization when sulfidization is carried out only during flotation conditioning. To address these limitations, this study proposes an in situ sulfidization strategy during the grinding stage and investigates the combined regulation of grinding media (conventional steel vs. 18% Cr cast iron) and atmosphere (ambient air vs. N2 purging) on the flotation of a synthetic malachite–dolomite ore. Real-time pulp chemistry monitoring and ethylenediaminetetraacetic acid (EDTA) extraction indicate that the conventional grinding environment has two main disadvantages: Fe dissolution from steel media increases Fe-related surface contamination, while the air-ground pulp promotes the oxidation and consumption of active sulfidizing species. The combined use of high-Cr media and an N2 atmosphere improved the chemical environment for grinding-stage sulfidization. Specifically, the high-Cr media reduced Fe release and associated surface contamination, while N2 purging shifted the pulp to a lower-potential environment that was more favorable for preserving active sulfide species. Under standardized reagent conditions, the optimized in situ sulfidization protocol increased copper recovery from 29.79% to 57.47% and improved the concentrate grade from 9.71% to 11.11%. These results suggest that regulating the grinding environment can enhance in situ sulfidization flotation of malachite by reducing Fe interference and controlling pulp redox conditions, providing useful guidance for the efficient beneficiation of oxide copper minerals. Full article
(This article belongs to the Collection Flotation Theory and Technology)
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22 pages, 7747 KB  
Article
Integrated Multiphysics Inversion for Geothermal and Lithium Exploration in Dixie Valley, Nevada
by Michael S. Zhdanov, Michael Jorgensen, Leif H. Cox and Alex Gribenko
Minerals 2026, 16(8), 774; https://doi.org/10.3390/min16080774 - 25 Jul 2026
Viewed by 386
Abstract
Dixie Valley, located in west-central Nevada within the Basin and Range Province, is one of the most important geothermal systems in the western United States and an increasingly attractive target for critical-mineral exploration. The valley combines active extensional tectonics, major range-front and intrabasin [...] Read more.
Dixie Valley, located in west-central Nevada within the Basin and Range Province, is one of the most important geothermal systems in the western United States and an increasingly attractive target for critical-mineral exploration. The valley combines active extensional tectonics, major range-front and intrabasin fault systems, high heat flow, hydrothermal alteration, and thick sedimentary basins that may provide favorable conditions for the development of geothermal reservoirs and lithium-bearing brines or clays. This paper presents an integrated multiphysics interpretation of gravity, magnetic, helicopter-borne time-domain electromagnetic (HeliTEM), and magnetotelluric (MT) data from Dixie Valley, with emphasis on the Grover Point area investigated by the Basin and Range Investigation for Developing Geothermal Energy (BRIDGE) program. We apply joint Gramian inversion of gravity and magnetic data to recover mutually consistent density and magnetization models, including separate induced and remanent magnetization components. We also perform rigorous 3D inversion of HeliTEM data and cooperative 3D inversion of HeliTEM and MT data to obtain a resistivity model extending from the shallow basin fill to deeper fault-controlled geothermal structures. The integrated interpretation identifies low-density sedimentary basins, induced magnetization highs related to magnetic basement or intrusive rocks, remanent magnetization variations associated with basement architecture and hydrothermal alteration, and conductive corridors interpreted as clay-rich alteration zones and possible hydrothermal pathways. These results demonstrate that integrated gravity, magnetic, HeliTEM, and MT inversion can substantially reduce interpretation ambiguity and improve targeting of concealed geothermal systems and associated lithium resources in extensional terranes. Full article
(This article belongs to the Special Issue Feature Papers in Mineral Exploration Methods and Applications 2025)
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21 pages, 4317 KB  
Article
Geochemical Characterisation of Soils in the Impact Zone of the Zhitikara Chrysotile Asbestos Quarry (Kostanay Region, Kazakhstan)
by Aliya Yskak, Zhumash Bekmyrza, Petr Lyanga, Yevgeniy Sokharev, Gulnaz Yermoldina, Vladimir Fominov, Kuanysh Zhumalynov, Zheniskul Bozhekenova and Zhassulan Irzhanov
Minerals 2026, 16(7), 762; https://doi.org/10.3390/min16070762 - 22 Jul 2026
Viewed by 384
Abstract
Soils developing in ultramafic (serpentinite) provinces are naturally enriched in Mg, Ni and Cr, which makes it difficult to separate the natural geochemical background from technogenic contamination near chrysotile asbestos mining operations. This problem is examined for the agricultural soils in the impact [...] Read more.
Soils developing in ultramafic (serpentinite) provinces are naturally enriched in Mg, Ni and Cr, which makes it difficult to separate the natural geochemical background from technogenic contamination near chrysotile asbestos mining operations. This problem is examined for the agricultural soils in the impact zone of the Zhitikara chrysotile asbestos quarry (Kostanay Region, Kazakhstan), one of the largest such operations in the world. The elemental composition of the soils was characterised by portable X-ray fluorescence, verified against ICP-OES, and complemented by X-ray diffraction. When contamination was assessed against the global crustal background (upper continental crust), nickel and chromium appeared enriched; however, relative to the local geochemical background, these elements fall within the natural lithogenic range, showing that global crustal values generate false-positive contamination signals in ultramafic terrains. Magnesium was the only element enriched above the local background and the only one that decreased systematically with distance from the quarry, identifying it as the most sensitive tracer of aerogenic serpentinite dust among the elements measured. The discordance between total and acid-soluble chromium is consistent with chromium being hosted mainly in a refractory chromite phase, so that total chromium contents overestimate the environmentally relevant fraction. The study demonstrates the pitfall of applying global crustal backgrounds in ultramafic provinces and supports a locally referenced, differentiated approach to soil-contamination assessment in such settings. Full article
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35 pages, 28801 KB  
Article
Features of the Metallogenic Potential of the Shyngys–Tarbagatai Folded System (Kazakhstan) from the Perspective of Modern Plate Tectonics
by Eleonora Y. Seitmuratova, Ansagan Dauletuly, Diyas O. Dautbekov, Moldir A. Mashrapova, Tauassar K. Karimbekov, Tatyana E. Pirogova, Saltanat Bakdauletkyzy and Yalkunzhan K. Arshamov
Minerals 2026, 16(7), 754; https://doi.org/10.3390/min16070754 - 19 Jul 2026
Viewed by 1022
Abstract
The Shyngys–Tarbagatai folded system of Kazakhstan, located in the southwestern part of the Central Asian Orogenic Belt, represents a promising yet still insufficiently studied metallogenic region of Kazakhstan. The aim of the present study was to reassess its ore potential based on modern [...] Read more.
The Shyngys–Tarbagatai folded system of Kazakhstan, located in the southwestern part of the Central Asian Orogenic Belt, represents a promising yet still insufficiently studied metallogenic region of Kazakhstan. The aim of the present study was to reassess its ore potential based on modern geotectonic concepts and a comprehensive metallogenic analysis. An evaluation of the ore potential of nine structural–formational zones was carried out, and their metallogenic specialization was determined. The dominant role of gold and copper mineralization was established, along with the features of spatial distribution of ore occurrences and the most promising areas for further exploration. It was shown that the most ore-rich stratigraphic levels include the Early Cambrian, Late Ordovician, Early Silurian, Early Devonian, and Late Devonian units. It was demonstrated that the formation of the main ore types is closely related to productive geodynamic settings, including Early Paleozoic oceanic rifts, island-arc complexes, and the Devonian continental-margin volcano-plutonic belt. Based on the obtained results, a map of prospective areas at a scale of 1:1,500,000 was compiled, and these areas were ranked according to their degree of prospectivity. A total of 51 targets were identified as priority sites for follow-up prospecting, evaluation, and detailed exploration work. Full article
(This article belongs to the Section Mineral Deposits)
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28 pages, 687 KB  
Review
Geology, Reserves, Metallurgical Processing and Recycling of Cobalt—A Review
by Nallely Guadalupe Picazo-Rodríguez, Marleth Roxana Garza Román, Francisco Raúl Carrillo Pedroza, Ma. de Jesús Soria-Aguilar, Norman Toro, Felipe M. Galleguillos-Madrid, Mauricio Sales-Cruz, Gabriela Baltierra-Costeira and Damaris Margarita Puente Siller
Minerals 2026, 16(7), 729; https://doi.org/10.3390/min16070729 - 11 Jul 2026
Viewed by 936
Abstract
Cobalt has emerged as a strategic critical metal due to its essential role in rechargeable batteries, high-performance alloys, catalysts, and clean energy technologies. However, its supply chain remains heavily dependent on cobalt produced as a by-product of copper and nickel mining and is [...] Read more.
Cobalt has emerged as a strategic critical metal due to its essential role in rechargeable batteries, high-performance alloys, catalysts, and clean energy technologies. However, its supply chain remains heavily dependent on cobalt produced as a by-product of copper and nickel mining and is geographically concentrated, particularly in the Democratic Republic of Congo. This review provides a comprehensive assessment of cobalt geology, mineralogy, global reserves, market trends, primary extraction routes, and emerging secondary recovery strategies. Unlike previous reviews that address these topics separately, this work integrates geological occurrence, mineralogical characteristics, extraction technologies, and resource circularity within a unified framework aimed at evaluating future cobalt supply resilience. The main cobalt-bearing deposit types of sediment-hosted Cu–Co deposits, Ni–Co laterites, and magmatic Ni–Cu–Co sulphide deposits are compared in terms of their mineralogical characteristics and processing requirements. Hydrometallurgy is identified as the dominant industrial route, typically combining high-pressure acid leaching (HPAL) with downstream purification and recovery processes such as solvent extraction and electrowinning (SX–EW). Emphasis is placed on the relationship between ore mineralogy and process selection, as well as on the growing integration of secondary resources, including tailings, slags, and spent batteries, into existing cobalt production chains. Despite promising recovery rates at laboratory scale, challenges remain in impurity control, economic scalability, and integration into established refining infrastructure. This review demonstrates that secondary resources are evolving from supplementary feedstocks to strategically important contributors to cobalt supply. Future supply security will depend on feedstock diversification, more flexible refining systems, improved impurity management, and the implementation of sustainable circular-economy strategies. Full article
(This article belongs to the Section Mineral Processing and Extractive Metallurgy)
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22 pages, 4315 KB  
Article
Ion-Specific Effects on Bubble Coalescence: A Cohesive Pressure Approach to SDS Foam Stability
by Stoyan I. Karakashev, Yunus Emre Çavdar, Orhan Ozdemir, Nikolay A. Grozev, Kristina Mircheva, Stanislav Donchev, Christomir Christov, Tsvetan Tsenov, Dilyana Ivanova-Stancheva and Irina Yotova
Minerals 2026, 16(7), 725; https://doi.org/10.3390/min16070725 - 10 Jul 2026
Viewed by 538
Abstract
This work investigates the effect of specific electrolytes (NaCl, KCl, MgCl2, and CaCl2) on bubble coalescence and the stability of the resulting foam caps in aqueous sodium dodecyl sulfate (SDS) solutions. At low concentrations, we observe that all electrolytes [...] Read more.
This work investigates the effect of specific electrolytes (NaCl, KCl, MgCl2, and CaCl2) on bubble coalescence and the stability of the resulting foam caps in aqueous sodium dodecyl sulfate (SDS) solutions. At low concentrations, we observe that all electrolytes studied exhibited a similar effect on bubble coalescence, driven primarily by the electrostatic screening of the repulsion between bubbles. However, a distinct divergence in behavior emerges at higher concentrations: KCl and CaCl2 destabilize the foam, while NaCl and MgCl2 act as foam boosters. By applying Pitzer’s theory and the concept of cohesive pressure, we propose that foam stability is governed by the hydration compatibility between the surfactant head groups and the salt ions. We describe a mechanism in which the “cohesive pressure” of the water matrix determines the efficiency of the SDS adsorption layer. Specifically, strong kosmotropic ions (e.g., Mg2+) preserve the hydration shell of the sulfate head groups, thereby preventing film collapse, whereas ions with lower dehydration energy (e.g., Ca2+) are proposed to facilitate the formation of contact ion pairs, thereby promoting rapid coalescence. Full article
(This article belongs to the Section Mineral Processing and Extractive Metallurgy)
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33 pages, 21041 KB  
Article
Machine Learning- and Remote Sensing-Based Lithological Mapping Using VNIR + SWIR PRISMA Hyperspectral and ASTER Multispectral Datasets in Northwest of Queensland
by Laleh Jafari, Ioan V. Sanislav, Ben Jarihani, Stephanie Duce and Jack Koci
Minerals 2026, 16(7), 720; https://doi.org/10.3390/min16070720 - 9 Jul 2026
Viewed by 1392
Abstract
Lithological mapping is essential for geological studies, mineral exploration, and environmental assessment. Satellite remote sensing combined with machine learning provides a scalable, cost-effective approach for regional lithological discrimination. This study evaluates hyperspectral and multispectral satellite imagery for lithological mapping in a geologically complex [...] Read more.
Lithological mapping is essential for geological studies, mineral exploration, and environmental assessment. Satellite remote sensing combined with machine learning provides a scalable, cost-effective approach for regional lithological discrimination. This study evaluates hyperspectral and multispectral satellite imagery for lithological mapping in a geologically complex region of northwestern Queensland, Australia. The study area, within the Mount Isa Inlier, comprises diverse sedimentary, volcanic, intrusive, and metamorphic lithologies. PRISMA hyperspectral and ASTER multispectral imagery were analyzed using supervised classification algorithms, including Support Vector Machine (SVM), Mahalanobis Distance (MaDC), Minimum Distance (MDC), and Maximum Likelihood (MLC). Image-derived endmembers from representative lithologies were used as training data. Classification accuracy was assessed using confusion matrices, Overall Accuracy (OA), and the Kappa coefficient. PRISMA imagery outperformed ASTER data. SVM achieved the highest performance for PRISMA (OA = 82.03%, Kappa = 0.81), whereas MLC achieved the highest performance for ASTER (OA = 33.29%, Kappa = 0.30). Classification accuracy was evaluated using an independent set of validation ROIs that were spatially separated from the training samples, providing a more reliable estimate of model performance. These results highlight the benefits of hyperspectral remote sensing with machine learning for lithological discrimination in complex terrain and emphasise the importance of spatially independent validation. The approach demonstrates strong potential for regional-scale applications and may support more efficient mineral exploration and geological mapping workflows. Full article
(This article belongs to the Special Issue Feature Papers in Mineral Exploration Methods and Applications 2025)
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18 pages, 6712 KB  
Article
Decoding Orogenic Gold Mineralization Types During Regional Metamorphic Evolution: Detailed Textural Analysis from a Deposit in the Ossa-Morena Zone (SW Iberia)
by Diogo São Pedro, José Roseiro, Jorge Pedro, José Mirão, Mercedes Fuertes-Fuente and Pedro Nogueira
Minerals 2026, 16(7), 709; https://doi.org/10.3390/min16070709 - 6 Jul 2026
Viewed by 1222
Abstract
The Casas Novas gold deposit is located in the Escoural Gold District of the Ossa Morena Zone (OMZ, SW Iberia) and consists of an orogenic gold system characterized by structurally controlled mesothermal lodes, which are related to a major shear zone. The mineralization [...] Read more.
The Casas Novas gold deposit is located in the Escoural Gold District of the Ossa Morena Zone (OMZ, SW Iberia) and consists of an orogenic gold system characterized by structurally controlled mesothermal lodes, which are related to a major shear zone. The mineralization shows evidence of two distinct metallogenic phases during regional metamorphism: (i) an early higher-temperature stage marked by Co-Ni-rich loellingite hosting Au-(Ag) alloys accompanied by pyrrhotite, and (ii) a later low-temperature stage with arsenopyrite, gold, maldonite and Bi-Te sulfosalts. Detailed textural analysis documents the evolution from initial Au-Ag alloys enclosed in Co-Ni-rich loellingite to subsequent Au-Bi-Te phases and newly formed arsenopyrite. The results show the thermal and chemical changes in the system, demonstrating the importance of fluid–rock interactions in the redox conditions, which became more oxidized, controlling the gold deposition. The comprehensive overview of the processes that led to the concentration of gold in the Casas Novas deposit provides a valuable contribution to the ongoing studies into the auriferous region of the Escoural Gold District. Full article
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27 pages, 22969 KB  
Review
Kaolinite-Group Minerals in Cultural Heritage Conservation: From Traditional Poultices to Nanocomposite Consolidants (A Critical Integrative Review)
by Panagiota Manti and Eleni Gianni
Minerals 2026, 16(7), 707; https://doi.org/10.3390/min16070707 - 6 Jul 2026
Viewed by 1526
Abstract
Kaolinite-group minerals and kaolin rock occupy a distinct position in cultural heritage conservation. They occur both as original constituent materials and as components of conservation treatments. This review critically synthesizes the scattered literature on their use in the conservation of cultural heritage objects. [...] Read more.
Kaolinite-group minerals and kaolin rock occupy a distinct position in cultural heritage conservation. They occur both as original constituent materials and as components of conservation treatments. This review critically synthesizes the scattered literature on their use in the conservation of cultural heritage objects. It highlights the structure–property–performance relationships, including composition, particle morphology, pore structure, water retention, sorption properties, moisture transport, and residue formation on heritage substrates. Kaolin-based poultices are useful for desalination and cleaning where pore-size distribution, drying conditions, and application parameters can be controlled. Kaolinite and metakaolinite are mainly used in consolidation, the first acting as mineral filler/scaffold and the second as a reactive pozzolanic component, while halloysite is a potential nanocontainer for controlled release. This review highlights that kaolinite-group minerals should not be treated as generic clays, inert fillers, or automatically sustainable additives and particular attention should be given to issues of reversibility, formulation design, performance testing, long-term durability, and residue assessment, as well as to emerging data on toxicity and environmental impact. Future research should prioritize comparative testing, long-term field monitoring, and predictive modelling, alongside clearer assessment of health, environmental and sustainability impacts, to support evidence-based, sustainable use of kaolinite-group minerals in cultural heritage conservation practice. Full article
(This article belongs to the Special Issue Advances in Kaolinite Group Clay Minerals and Their Applications)
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34 pages, 9622 KB  
Article
Geochemical, REE and Multivariate Statistical Constraints on Fe–Mn Mineralization in Durmuştepe Area (Maden, Elazığ, Türkiye)
by Alican Öztürk and Osman Altay
Minerals 2026, 16(7), 687; https://doi.org/10.3390/min16070687 - 30 Jun 2026
Cited by 1 | Viewed by 988
Abstract
In this study, we examined the mineralogy, geochemistry and origin of Fe–Mn mineralization occurring as lenses within siliceous mudstones of the Middle Eocene Maden Complex (Durmuştepe, Elazığ, Türkiye) using multivariate statistical methods and Compositional Data Analysis (CoDA). Major-oxide, trace-element and REE analyses were [...] Read more.
In this study, we examined the mineralogy, geochemistry and origin of Fe–Mn mineralization occurring as lenses within siliceous mudstones of the Middle Eocene Maden Complex (Durmuştepe, Elazığ, Türkiye) using multivariate statistical methods and Compositional Data Analysis (CoDA). Major-oxide, trace-element and REE analyses were performed on 21 samples (n = 21), comprising 11 ore and 10 host-rock samples. Ore microscopy, discrimination diagrams, PAAS-normalized REE patterns, Principal Component Analysis (PCA), Hierarchical Cluster Analysis (HCA), factor analysis, Kendall correlation and CLR-transformed CoDA-PCA were applied. The ore consists of pyrolusite, braunite, manganite, magnetite and hematite. Massive and felty textures indicate rapid precipitation linked to abrupt physicochemical changes near the vents. Fe/Mn ≈ 1.62 and Co/Ni = 0.03–0.04 support an exhalative origin; Ce/Ce* = 0.10–0.15 (mean 0.11) records a pronounced negative Ce anomaly; and Eu/Eu* = 1.06–1.18 suggests vent-fluid temperatures below ~250 °C. CoDA-PCA shows that Ce is decoupled from the other lanthanides; HCA separates ore from host-rock populations; and factor analysis indicates that Ti–Al–K detrital input diluted ore accumulation. Integrating these results, we interpret Durmuştepe as a proximal volcano-sedimentary hydrothermal-exhalative Fe–Mn system that formed during magmatism in the Maden marginal basin under oxic seawater mixing and contemporaneous detrital sedimentation. The multivariate workflow also provides a reproducible approach for source characterization in similar mixed-origin deposits. Full article
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35 pages, 33536 KB  
Article
Fe–Pb–Zn Zonation and Overprinting in the No. VI Ore Block of the Galinge Skarn Deposit, East Kunlun: Constraints from Geochemistry of Two Intrusive Pulses and Ore-Mineral Trace Elements
by Zhi Wang, Hejun Tang, Guang Qi, Jiayong Yan, De Yang, Hua Li, Jiaze Wu and Ji Liu
Minerals 2026, 16(7), 683; https://doi.org/10.3390/min16070683 - 29 Jun 2026
Viewed by 679
Abstract
The No. VI ore block of the Galinge skarn system in the Qimantagh metallogenic belt, East Kunlun, contains proximal Fe-oxide mineralization and distal Pb–Zn sulfide mineralization that are spatially zoned and locally overprinted along faults and interlayer fracture zones. To constrain the controls [...] Read more.
The No. VI ore block of the Galinge skarn system in the Qimantagh metallogenic belt, East Kunlun, contains proximal Fe-oxide mineralization and distal Pb–Zn sulfide mineralization that are spatially zoned and locally overprinted along faults and interlayer fracture zones. To constrain the controls on Fe–Pb–Zn zonation and overprinting within this ore block, we integrated LA–ICP–MS zircon U–Pb dating, zircon Lu–Hf isotopes, whole-rock major and trace elements, and in situ trace elements of magnetite, pyrite, chalcopyrite, pyrrhotite, and arsenopyrite. Zircon U–Pb ages indicate two Indosinian intrusive pulses: an early granodiorite at 235.1 ± 0.51 Ma and a younger granodiorite–quartz diorite at 229.52 ± 0.46 Ma. Excluding the hydrothermally altered sample ZK26804-805, the intrusive rocks are metaluminous, medium- to high-K calc-alkaline I-type granitoids mainly derived from remelting of ancient crustal material, with a greater juvenile crustal or mantle contribution in the younger phase. Magnetite is generally Zn-rich and Pb-poor, whereas late pyrite and chalcopyrite are enriched in Pb, Ag, Cd, and Bi; local Sb–As anomalies in magnetite and arsenopyrite indicate late hydrothermal overprinting. The Fe and Pb–Zn mineralization is best interpreted as staged products of one multipulse magmatic–hydrothermal system controlled not only by intrusive pulses but also by inherited structural pathways, host-rock reactivity, and evolving redox-sulfidation conditions. The interpretation of Sb–As enrichment in magnetite is therefore used cautiously because these elements may occur as lattice substitutions and/or micro- to nano-inclusions introduced or modified during retrograde alteration. Full article
(This article belongs to the Section Mineral Geochemistry and Geochronology)
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40 pages, 68737 KB  
Article
Metallogenic Age and Genetic Type of the Donggou Pb-Zn Deposit in the Qimantagh Region, East Kunlun: Constraints from Zircon U-Pb Dating, Sulfur Isotopes, and Trace Element Compositions of Ore Minerals
by Shukuan Wu, Hui Zhang, Bin Wang, Linghui Zhang, Shouzhi Zhan, Tao Tian, Jianfeng Qiao, Yong Tang, Haoyu Wang and Kun Liu
Minerals 2026, 16(7), 680; https://doi.org/10.3390/min16070680 - 28 Jun 2026
Viewed by 545
Abstract
The Donggou Pb-Zn deposit in the Qimantagh region is stratabound, with ore bodies occurring as stratoid and lenticular forms within clastic rocks and andesites of the Qimantagh Group. To constrain the mineralization age, ore genesis, and ore-forming conditions, this study conducted zircon U-Pb [...] Read more.
The Donggou Pb-Zn deposit in the Qimantagh region is stratabound, with ore bodies occurring as stratoid and lenticular forms within clastic rocks and andesites of the Qimantagh Group. To constrain the mineralization age, ore genesis, and ore-forming conditions, this study conducted zircon U-Pb dating, sulfur isotope analysis, and LA-ICP-MS trace element analysis of sphalerite. Zircon U-Pb dating of the overlying andesite yields an age of 437.1 ± 1.9 Ma, which provides an upper age constraint for mineralization. Sulfur isotope values (δ34S range from −5.98‰ to +12.01‰) suggest a mixed sulfur source, dominated by magmatic sulfur with a minor seawater contribution. Trace element analysis of sphalerite (Sp1) shows enrichment in Fe, Mn, Co, Cd, and In, and depletion in Ni, Ga, and Ge. The estimated mineralization temperature, based on the sphalerite geothermometer, is approximately 327–344 °C. Volcanic rocks in the deposit are mainly andesite with minor dacite and rhyolite, indicating an island arc setting, and the clastic rocks point to a continental arc provenance and a shallow marine environment. Collectively, these features suggest that the Donggou Pb-Zn deposit is a VMS-type deposit formed during the late subduction stage of the Qimantagh Ocean. This study provides new constraints on the Early Silurian Pb-Zn mineralization in the Qimantagh region and has implications for exploration targeting in similar volcanic-hosted settings. Full article
(This article belongs to the Section Mineral Deposits)
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27 pages, 12543 KB  
Article
Crystal Size Distribution and Spatial Statistics of Garnets from the Fangshan Dome Area, North China Craton: Implications for Nucleation Mechanism and Controlling Effects of Heating Rate on Reaction Kinetics
by Zhiqiang Zhou and Nengsong Chen
Minerals 2026, 16(7), 673; https://doi.org/10.3390/min16070673 - 25 Jun 2026
Viewed by 314
Abstract
Crystal size distributions (CSDs) of metamorphic minerals provide quantitative constraints on nucleation-growth kinetics and metamorphic thermal regimes. Early interpretations linked CSD shape to type of metamorphism, associating near-linear CSDs with rapid-contact metamorphism and bell-shaped CSDs with prolonged regional metamorphism. Subsequent works showed that [...] Read more.
Crystal size distributions (CSDs) of metamorphic minerals provide quantitative constraints on nucleation-growth kinetics and metamorphic thermal regimes. Early interpretations linked CSD shape to type of metamorphism, associating near-linear CSDs with rapid-contact metamorphism and bell-shaped CSDs with prolonged regional metamorphism. Subsequent works showed that diffusion-controlled nucleation and growth can also produce bell-shaped CSDs without annealing, leaving unresolved how contrasting thermal regimes are expressed in interface-controlled systems. The Fangshan tectonic dome at the northern margin of the North China Craton comprises multiple metamorphic zones, recording Mesozoic contact metamorphism of Fangshan plutons and a concealed pluton in the Nanjiao area. We employed high-resolution X-ray micro-computed tomography (micro-CT) to quantify the 3D crystal size distributions of garnets of contact metamorphic samples from the Nanjiao area and the Fangshan contact aureole. Integrated 3D CSDs with spatial statistics, reconstructed nucleation curves, garnet compositional zoning, and thermodynamic phase equilibrium modeling were used to decipher crystallization kinetics in interface-controlled systems. Nucleation and growth of garnets from the Nanjiao area, and one sample from the Fangshan contact aureole, which is separated from the main heat source by an earlier intruded magma body, are interface-controlled, and display bell-shaped CSDs together with sigmoidal nucleation curves that record a progressive increase followed by a gradual decline in nucleation rate. Phase equilibrium modeling and garnet compositional profiles of a sample from Nanjiao demonstrate that the late-stage deceleration of nucleation in interface-controlled systems is fundamentally driven by whole-rock constituents’ exhaustion rather than the geometric impingement of diffusion halos. In contrast, another contact sample, which is collected near the main heat source, is diffusion-controlled, and displays a steep J-shaped nucleation curve with a delayed, broad peak nucleation rate followed by rapid late-stage suppression. The 3D textures of these metamorphic rocks suggest that contact and regional thermal regime alone do not determine garnet population characteristics; bell-shaped CSDs can be produced in contact metamorphic environments. We propose that heating rate is the primary control on the resulting crystal size distributions. Full article
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27 pages, 41065 KB  
Article
Genetic Model Variability of Deep-Sea Phosphorites Along the Iberian–North African Margins Evidenced by In Situ Geochemistry and Isotopic Signatures
by Sophie Decrée, Francisco Javier González, Egidio Marino, Esther Santofimia, Vitor Hugo Magalhães, Nolwenn Coint, Eduardo Teixeira Mansur, Jean-Marc Baele and Etienne Deloule
Minerals 2026, 16(6), 661; https://doi.org/10.3390/min16060661 - 22 Jun 2026
Viewed by 1178
Abstract
Phosphorites are a vital source of phosphorus for agricultural and industrial applications and are increasingly recognized for their potential as secondary repositories of critical raw materials (CRMs) such as rare earth elements plus yttrium (REYs). This study investigates deep-sea phosphorites from the Galicia [...] Read more.
Phosphorites are a vital source of phosphorus for agricultural and industrial applications and are increasingly recognized for their potential as secondary repositories of critical raw materials (CRMs) such as rare earth elements plus yttrium (REYs). This study investigates deep-sea phosphorites from the Galicia Bank, Madeira, and Canary Seamounts, in the NE Atlantic Ocean, which are spatially associated with ferromanganese (Fe-Mn) mineralization. Through integrated petrographic, geochemical, and in situ isotopic analyses (O and Sr), we assess the timing, processes, and paleoenvironmental conditions of phosphogenesis and its implications for CRM enrichment. Rare earth element patterns in apatite reflect a predominant seawater-derived signature with variable Ce anomalies. Nevertheless, variable Y/Ho ratios point to evolving fluid sources including a hydrogenous component (directly derived from seawater), modified porewaters and, locally, volcanic or possibly hydrothermal inputs. Oxygen and strontium isotope compositions constrain phosphogenesis to several episodes ranging from the Upper Cretaceous to the Middle Miocene, with distinct isotopic shifts identifying both primary formation and later overprinting processes mostly linked to Fe-Mn oxyhydroxide growth or volcanic–hydrothermal activity. These findings highlight the dynamic and multiphase nature of phosphorite formation in deep-marine settings. The integration of high-resolution geochemical and isotopic tools proves essential for reconstructing genetic histories, defining metallogenic context and evaluating CRM prospectivity in complex submarine systems. Full article
(This article belongs to the Section Mineral Deposits)
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23 pages, 16895 KB  
Article
Fulvic Acid Influence on Arsenic Immobilization During Jarosite Bioreduction and Transformation
by Yi Shan, Wei-Xi Huang, Hong-Chang Liu, Zhen-Yuan Nie and Jin-Lan Xia
Minerals 2026, 16(6), 648; https://doi.org/10.3390/min16060648 - 19 Jun 2026
Viewed by 308
Abstract
Acid mine drainage (AMD) is enriched with arsenite (As(III)), arsenate (As(V)), and jarosite. While jarosite can immobilize arsenic (As) through adsorption and other mechanisms, it dissolves and transforms into other minerals under near-neutral and reducing conditions via microbial mediation, thereby altering As fate. [...] Read more.
Acid mine drainage (AMD) is enriched with arsenite (As(III)), arsenate (As(V)), and jarosite. While jarosite can immobilize arsenic (As) through adsorption and other mechanisms, it dissolves and transforms into other minerals under near-neutral and reducing conditions via microbial mediation, thereby altering As fate. Fulvic acid (FA), a ubiquitous natural organic matter in the environment, has been proven to exhibit complex interactions with various iron minerals, Fe/S-metabolizing microorganisms, and As. However, the role of FA in the bioreduction and transformation of jarosite, as well as its subsequent impact on As mobility and fate, remains unclear. This study aims to elucidate the regulatory effect of FA on the biodissolution and transformation of jarosite, and the corresponding changes in As speciation. The results showed that FA exerted contrasting effects depending on arsenic speciation. In the As(III) treatments, FA intensified the inhibition of microbial dissimilatory sulfate reduction, suppressed sulfide production, and consequently limited orpiment formation. In contrast, in the As(V) treatments, FA enhanced the association of As(V) with jarosite surfaces, reduced aqueous As stress, and supported the persistence of As-tolerant sulfate-reducing populations. This promoted jarosite transformation toward mackinawite and facilitated As immobilization through orpiment precipitation. This study reveals the critical role of FA in the migration and transformation of As in mining areas, providing novel insights for optimizing AMD remediation strategies such as soil capping. Full article
(This article belongs to the Section Environmental Mineralogy and Biogeochemistry)
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33 pages, 9985 KB  
Article
Titanite U-Pb Ages and Multi-Staged Alteration Processes in Mesoproterozoic Granitoids from Southern Lithuania
by Olga Demina, Laurynas Siliauskas, Grazina Skridlaite, David Chew and Tomas Naeraa
Minerals 2026, 16(6), 634; https://doi.org/10.3390/min16060634 - 14 Jun 2026
Viewed by 729
Abstract
Titanite is widely used in geochronology and petrogenetic studies, yet its behaviour during fluid-mediated alteration remains insufficiently constrained. This study investigates titanite alteration and element redistribution in the Mesoproterozoic Kabeliai granitoids (southern Lithuania) to evaluate their response to magmatic and hydrothermal processes. Petrography, [...] Read more.
Titanite is widely used in geochronology and petrogenetic studies, yet its behaviour during fluid-mediated alteration remains insufficiently constrained. This study investigates titanite alteration and element redistribution in the Mesoproterozoic Kabeliai granitoids (southern Lithuania) to evaluate their response to magmatic and hydrothermal processes. Petrography, EPMA, LA-ICP-MS, U-Pb geochronology, and mass balance modeling were combined to characterise titanite textures, chemistry, and isotopic evolution. Three titanite types were distinguished. Type 1 titanite preserves magmatic compositions and yields U-Pb ages of 1508 ± 19 (MSWD = 0.91; 2σ) and 1527 ± 9 Ma (MSWD = 0.54; 2σ), consistent with late magmatic crystallisation. Type 2 titanite represents a transitional fluid-altered stage, characterised by a porous texture. Type 3 titanite is interpreted to record hydrothermal recrystallisation, trace element depletion (Y, REE, Nb, Zr), and U-Pb resetting, with ages of 1454 ± 14 Ma (MSWD = 0.48; 2σ) and 1475 ± 23 Ma (MSWD = 0.63; 2σ) partially overlapping molybdenite mineralisation at ca. 1486 Ma. Mass balance modeling indicates that alteration was dominated by coupled albitisation and chloritisation, and by the redistribution of Ca, Si, and REE. In contrast, Ti remained relatively immobile at the rock scale and was locally redistributed among secondary phases via dissolution–reprecipitation. These results suggest that different titanite domains may preserve distinct stages of magmatic and hydrothermal evolution and highlight the importance of microstructural context when interpreting U-Pb ages in altered granitoid systems. Full article
(This article belongs to the Special Issue Advances in Granite Geochronology and Geochemistry)
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34 pages, 7618 KB  
Article
Characteristics of Lower Cretaceous Calcite Veins and Their Relationship with Hydrocarbon Dissipation and Uranium Mineralization in the Qianjiadian Uranium Mining Area, Songliao Basin
by Bailin Wu, Mengdi Yang, Xiaorui Zhang, Songlin Yang, Yu Sun, Liangliang Zhang, Yaxin Ma, Yu Hou, Guoquan Sun, Siyuan Wang, Yeerzati Dawulietbieke and Quan Liu
Minerals 2026, 16(6), 631; https://doi.org/10.3390/min16060631 - 12 Jun 2026
Viewed by 448
Abstract
Current research suggests that the uranium enrichment in the Qianjiadian deposit, southwestern Songliao Basin (China), is closely related to hydrocarbon dissipation and deep thermal fluids. However, previous investigations have not carried out systematic in-depth research on the abundant calcite veins hosted in diabase [...] Read more.
Current research suggests that the uranium enrichment in the Qianjiadian deposit, southwestern Songliao Basin (China), is closely related to hydrocarbon dissipation and deep thermal fluids. However, previous investigations have not carried out systematic in-depth research on the abundant calcite veins hosted in diabase within the ore district, especially regarding their types, genetic mechanisms, formation ages, and genetic links to uranium enrichment. In particular, whether their genesis is associated with the two critical ore-controlling factors (hydrocarbon dissipation and thermal fluid activities) remains poorly constrained and to be elucidated. Through analyses of major and trace element geochemistry, scanning electron microscopy, and fluid inclusion microthermometry on calcite veins within fractures of Lower Cretaceous diabase, this study confirms that the veins are products of epigenetic fluid infill with a medium-to-low temperature hydrothermal nature (115–215 °C). The direction of fluid migration was from north to south, consistent with the trend of hydrocarbon dissipation. In situ U-Pb dating yields Eocene (~42.9 Ma) and Pleistocene (1.57–2.82 Ma) ages for the calcite veins, which are highly consistent with the timing of diabase intrusion (early Eocene) and the main episodes of uranium mineralization (Eocene–Oligocene and Pleistocene). Carbon and oxygen isotope compositions and inclusion components indicate that the carbon source was mainly derived from dissipated hydrocarbons, rather than from sedimentary diagenesis or direct source rock generation. The C-O isotopic signatures reflect further carbon isotope fractionation following the interaction between dissipated hydrocarbons and groundwater, and the inclusion fluids, composed mainly of hydrocarbon gases and water, suggest that the carbon source for calcite vein formation was provided by dissipated hydrocarbons. The temporal coupling of hydrocarbon dissipation, calcite vein formation, uranium mineralization, and thermal input from diabase intrusion reflects the dynamic processes of basin evolution and tectonic reworking. The key dynamic backgrounds for this series of diagenetic and metallogenic events include Late Cretaceous tectonic inversion, Eocene–Oligocene tectonic uplift and erosion, and Pleistocene differential uplift and subsidence. The thermal effects from hydrocarbon dissipation and diabase intrusion were the primary factors driving the anomalous uranium enrichment that formed this super-large deposit. The formation of the calcite veins, along with their characteristics indicative of medium-to-low temperature hydrothermal activity and hydrocarbon dissipation, provides a critical window for understanding these processes and offers robust scientific evidence for this genetic model. This study, for the first time, systematically reveals that the calcite veins within the diabase of the Qianjiadian uranium mining area are of medium-to-low temperature hydrocarbon-bearing hydrothermal origin, and constrains their formation ages to the Eocene (~42.9 Ma) and Pleistocene (1.57–2.82 Ma), which are highly coupled with diabase intrusion and two episodes of uranium mineralization events. C-O isotopic and fluid inclusion evidence indicates that the formation of calcite veins directly records the process of hydrocarbon dissipation–groundwater mixing, providing a new mineralogical and geochronological evidence chain for thermal–hydrocarbon–uranium-coupled mineralization. Full article
(This article belongs to the Section Mineral Geochemistry and Geochronology)
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27 pages, 10278 KB  
Review
Recent Advances in Sintering Granulation Technology for Efficient Utilization of Refractory Ores in China: Addressing the Depletion of High-Quality Iron Ore
by Lin Wang, Yongbin Yang, Yinrui Dong, Zhongyu Yang, Yongsheng Yang, Yan Zhang, Shichao He, Qiang Zhong and Qian Li
Minerals 2026, 16(6), 630; https://doi.org/10.3390/min16060630 - 12 Jun 2026
Cited by 1 | Viewed by 794
Abstract
With the increasing depletion of high-quality iron ore resources, the efficient utilization of refractory ores has become a critical challenge in the iron and steel industry. This review systematically examines recent advances in sintering granulation technologies aimed at enhancing the processing of such [...] Read more.
With the increasing depletion of high-quality iron ore resources, the efficient utilization of refractory ores has become a critical challenge in the iron and steel industry. This review systematically examines recent advances in sintering granulation technologies aimed at enhancing the processing of such ores. The study focuses on two main categories: conventional intensification methods, including moisture optimization, binder application, and mixer improvements, and novel sintering processes such as press-briquetting, pelletized sintering, split-stream granulation, composite agglomeration (CAP), and pre-granulation sintering. Key findings indicate that while conventional techniques can partially improve granulation uniformity and sintering bed permeability, they remain inadequate for handling high proportions of ultrafine ores or secondary iron-bearing materials. In contrast, innovative processes like CAP and pre-granulation sintering demonstrate superior adaptability and efficiency by integrating pelletizing and sintering mechanisms, enabling the treatment of complex ores and industrial residues. The adoption of advanced intensification-granulation sintering technologies offers a viable pathway toward sustainable ironmaking, providing the steel industry with essential tools to mitigate raw material constraints, lower production costs, and support green transformation. Future efforts should prioritize intelligent control, process integration, and the scaling of emerging techniques to maximize their industrial potential. Full article
(This article belongs to the Special Issue Mineralogy of Iron Ore Sinters, 3rd Edition)
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25 pages, 4146 KB  
Article
Geochemical Characterisation of Late Neolithic Penha-Type Pottery from NW Spain
by Antonio Martínez Cortizas, Olalla López-Costas, Ainé Francos-Golán and Pilar Prieto Martínez
Minerals 2026, 16(6), 623; https://doi.org/10.3390/min16060623 - 10 Jun 2026
Cited by 1 | Viewed by 643
Abstract
This paper presents the geochemical characterisation of Penha-type ceramics, one of the most iconic prehistoric ceramics in Western Iberia. Penha pottery was a widespread material expression in Late Neolithic communities who displayed significant socio-cultural transformation before the advent of the Metal Ages. Samples [...] Read more.
This paper presents the geochemical characterisation of Penha-type ceramics, one of the most iconic prehistoric ceramics in Western Iberia. Penha pottery was a widespread material expression in Late Neolithic communities who displayed significant socio-cultural transformation before the advent of the Metal Ages. Samples (108) from seven archaeological sites in Galicia (NW Spain) were analysed by XRD, FTIR-ATR and ICP-MS to determine their mineral, molecular and elemental composition, respectively. The results indicate that most vessels are compositionally consistent with local geological sources, whether mafic or felsic, pointing to strong intra-site production. The use of raw materials seems to have been selective, and there are minor discordances and mixed compositions in almost all sites. The selected methods were effective in determining temper composition, while FTIR-ATR was also informative of clay transformations due to firing. The firing conditions were generally low-temperature (600–900 °C) with relatively short times (<5 h), compatible with simple kiln technology. Archaeometric evidence suggests two scales of mobility: predominant local mobility and limited long-distance exchange (coastal/inland). The geochemical characterisation reveals that individual communities seem to have developed their own customised recipes for pottery production using a profound knowledge of available local resources. Full article
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25 pages, 25509 KB  
Article
Mineralogical and Geochemical Features of Sulphide Mineralization: A Comparative Study of Pb-Zn Deposits in the Laki Ore District, Central Rhodopes, Bulgaria
by Georgi Milenkov, Sylvina Georgieva, Rossitsa D. Vassileva, Yana Georgieva and Elitsa Stefanova
Minerals 2026, 16(6), 616; https://doi.org/10.3390/min16060616 - 8 Jun 2026
Viewed by 1025
Abstract
The Djurkovo and Govedarnika deposits represent hydrothermal Pb-Zn systems spatially associated with the Eocene–Oligocene tectono-magmatic evolution of the Rhodope Metamorphic Complex. This study presents new mineralogical and geochemical data for galena, sphalerite, pyrite, and chalcopyrite obtained by electron probe microanalysis (EPMA) and LA-ICP-MS [...] Read more.
The Djurkovo and Govedarnika deposits represent hydrothermal Pb-Zn systems spatially associated with the Eocene–Oligocene tectono-magmatic evolution of the Rhodope Metamorphic Complex. This study presents new mineralogical and geochemical data for galena, sphalerite, pyrite, and chalcopyrite obtained by electron probe microanalysis (EPMA) and LA-ICP-MS in order to evaluate the compositional variations of sulphides among the vein and metasomatic mineralization types and between the two deposits. The analysed sulphides exhibit distinct compositional signatures reflecting the different mineralization stages and hydrothermal environments. Sphalerite from the Govedarnika metasomatic ores is enriched in Mn (up to 5200 ppm), Fe (up to 5.13 wt.%) and Co due to interaction with Mn-rich skarn assemblages, whereas Djurkovo sphalerite shows elevated Cd (up to 3000 ppm), In and Hg concentrations. Trace-element systematics indicate coupled Fe-Mn incorporation, competitive Cd-Fe substitution and local re-equilibration processes associated with “chalcopyrite disease” textures. Late pyrite from the quartz-carbonate stage is enriched in As (up to 3.87 wt.%), Au (up to 78 ppm), Ag, Se, Sb and Tl, with positive Au-As and Au-Ag correlations suggesting invisible gold and possible submicroscopic precious-metal inclusions. The obtained data demonstrate prolonged hydrothermal evolution and highlight the potential role of the studied sulphides as concentrators of economically important elements. Full article
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20 pages, 16810 KB  
Article
The Liuyuan Rift in the Beishan Area of the Central Asian Orogenic Belt, Western China: Revisiting the Diverse Permian Igneous Assemblages
by Junyi Sun, Jiawei Cui, Zhaohua Luo and Yu Wang
Minerals 2026, 16(6), 610; https://doi.org/10.3390/min16060610 - 8 Jun 2026
Viewed by 489
Abstract
The formation of tectonic–magmatic–sedimentary processes during the Permian in the Beishan region represents a highly debated research topic along the southern margin of the Central Asian Orogenic Belt and even globally: does it mark the final subduction and amalgamation of the Paleo-Asian Ocean, [...] Read more.
The formation of tectonic–magmatic–sedimentary processes during the Permian in the Beishan region represents a highly debated research topic along the southern margin of the Central Asian Orogenic Belt and even globally: does it mark the final subduction and amalgamation of the Paleo-Asian Ocean, or does it instead represent rifting superimposed upon an earlier orogen? New field observations combined with geochemical analyses reveal that the Liuyuan area is dominated by Early Permian basalts, associated with a rifting sedimentary sequence. During the Mid–Late Permian, gabbro–rhyolite associations were emplaced, accompanied by minor lacustrine sedimentation. The late stage was characterized by minor granitic intrusions or dikes with adakitic affinities, culminating in the emplacement of lamprophyre dikes. The basalts and gabbros in the Liuyuan area display mantle-derived geochemical signatures, with compositions intermediate between MORB and OIB. The exposed Permian basalt–rhyolite bimodal magmatic suite represents a genetically integrated rift-related rock series. Geochemical data from the Ordovician granites and schists within the belt reveal adakitic characteristics, implying that the Permian granitic rocks largely represent remelting products of these early granitic and schistose protoliths. Collectively, the lithological characteristics and magmatic associations clearly demonstrate that the tectonic setting during the Early Permian corresponded to a post-collisional extensional environment superimposed upon the early Paleozoic orogenic belt (Caledonian Huitongshan ophiolite–arc accretionary orogen), which subsequently underwent tectonic inversion to form the present-day orogenic structure. This paper proposes a theoretical model wherein the bimodal magmatic suite was generated by the upwelling of enriched asthenospheric mantle material, providing the driving mechanism for rifting. It formed within a post-collisional extensional environment developed over a complex pre-existing orogenic belt and was subsequently inverted, forming the current tectonic belt—a typical intracontinental Pyrenees-type orogeny. Full article
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28 pages, 42490 KB  
Article
A New Geochemistry Exploration Method to Identify Deep VMS-Type Deposits—Application to the Cu-Zn Neves-Corvo Deposit, Iberian Pyrite Belt
by Igor Morais, Luís Albardeiro, Lúcia Rosado, José Mirão, João Xavier Matos, Maria João Batista, Teresa Silva, Pedro Barrulas and Daniel de Oliveira
Minerals 2026, 16(6), 607; https://doi.org/10.3390/min16060607 - 5 Jun 2026
Viewed by 1382
Abstract
Mineral exploration in the Iberian Pyrite Belt follows increasingly deeper targets. The present study introduces an innovative methodology for the detection and identification of blind metallic mineral deposits, in particular volcanogenic massive sulfides based on surface rock coatings. This approach follows the identification [...] Read more.
Mineral exploration in the Iberian Pyrite Belt follows increasingly deeper targets. The present study introduces an innovative methodology for the detection and identification of blind metallic mineral deposits, in particular volcanogenic massive sulfides based on surface rock coatings. This approach follows the identification pathways of upward metal escape routes and metal distribution in rock fractures located in different anisotropic or isotropic planes above the Neves-Corvo VMS deposit ore lenses, using VP-SEM-EDS and XRD. Coatings are dominated by poorly crystalline to amorphous phases, with goethite and birnessite as the main Fe- and Mn-bearing minerals. Copper, zinc and lead are systematically enriched in coatings developed above or near the ore bodies, reflecting chalcopyrite, sphalerite and galena acidic leaching. Tin shows a restricted and heterogeneous distribution, while Ni and Co display no systematic relationship with the ore bodies. Barium and late Ba–Pb–(Zn) mineralization along fault zones record VMS mineralization. Lead isotopic coating signatures overlap those of IPB massive sulfide deposits, confirming a dominant VMS-derived contribution. Fe–Mn coatings were formed by precipitation from ascending meteoric fluids that leached metals from massive sulfides, their alteration halos, and surrounding lithologies, preserving the geochemical footprint of buried mineralization. This approach constitutes a new patented exploration tool. Full article
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19 pages, 3855 KB  
Article
Compaction and Pressure Solution of Mixed Mineral Assemblages: Implications for Granite Fracture Sealing in the Near-Field of High-Level Radioactive Waste Repository
by Xiao Tian, Ju Wang, Jia-Wei Wang, Jing-Li Xie, Zhi-Chao Zhou and Ke Li
Minerals 2026, 16(6), 603; https://doi.org/10.3390/min16060603 - 3 Jun 2026
Viewed by 700
Abstract
The sealing behavior of fracture-filling minerals in the near-field of the deep geological repository (DGR) is critical for the safe disposal of high-level radioactive waste (HLW). In granite host rocks, natural fractures are often filled with polymineralic assemblages of calcite, quartz, and clay [...] Read more.
The sealing behavior of fracture-filling minerals in the near-field of the deep geological repository (DGR) is critical for the safe disposal of high-level radioactive waste (HLW). In granite host rocks, natural fractures are often filled with polymineralic assemblages of calcite, quartz, and clay minerals; however, their coupled compaction–pressure solution mechanisms under thermal–hydraulic–mechanical–chemical (THMC) conditions remain poorly understood. In this study, 12 fracture sealing tests were conducted on Beishan granite and its typical fracture fillings at 90 °C and 15 MPa effective stress, using different pore fluids and systematically varying grain size (75–250 μm), mineral proportions, and clay content. The results indicate that stress-assisted dissolution–precipitation of calcite in saturated CaCO3 solution is a key process contributing to porosity reduction and chemo-mechanical densification of the fracture filling, achieving a compaction strain of 24.6%—substantially higher than those obtained in deionized water (20.6%) and under dry conditions (14.8%). Fine-grained calcite compacts more effectively than its coarse-grained counterpart, reaching a porosity as low as 4.8%; rigid quartz locally redistributes contact stress at quartz–calcite interfaces, promoting preferential deformation or dissolution of adjacent calcite, although increasing quartz abundance reduces the bulk compaction efficiency. A moderate amount of clay minerals (~20 wt%) further reduces porosity to 2.1% through lubrication and micropore filling. The study reveals a multi-stage process transitioning from mechanical compaction to chemo-mechanical sealing, and a synergistic mechanism dominated by calcite compaction–pressure solution, augmented by quartz stress redistribution and clay lubrication. These findings provide direct experimental evidence for the progressive chemo-mechanical densification of mineral-filled granite fractures, and offer quantitative constraints for long-term THMC modeling of fracture sealing behavior in HLW repositories. Full article
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20 pages, 41743 KB  
Article
Hydrochemical Tracing for Solute Sources and Enrichment Mechanisms in Inland Lake Waters of the Qiangtang Plateau, Northern Tibet, China
by Yuanqing Liu, Dongguang Wen, Le Zhou, Lin Lv, Xuejun Ma, Jianhua Feng, Yanwei Guo, Jian Cao and Tao Lv
Minerals 2026, 16(6), 599; https://doi.org/10.3390/min16060599 - 3 Jun 2026
Cited by 1 | Viewed by 380
Abstract
To elucidate the solute sources, migration and enrichment mechanisms of water bodies in the endorheic lake region of the Qiangtang Plateau on the Tibetan Plateau and clarify the hydrogeochemical cycling patterns in alpine arid environments, this study focuses on two core scientific objectives: [...] Read more.
To elucidate the solute sources, migration and enrichment mechanisms of water bodies in the endorheic lake region of the Qiangtang Plateau on the Tibetan Plateau and clarify the hydrogeochemical cycling patterns in alpine arid environments, this study focuses on two core scientific objectives: quantitative identification of the multi-source contributions of aquatic solutes, and revelation of the key processes governing the enrichment of strategic elements including lithium (Li) and boron (B). To achieve these goals, we conducted systematic hydrogeological field investigations and collected 28 multi-type water samples, covering springs, rivers, thermal springs, freshwater lakes, salt lake brines, atmospheric precipitation, and glacial meltwater. The physicochemical properties, major ions, and trace elements of all samples were comprehensively analyzed. On this basis, the hydrogeochemical characteristics, evolutionary processes, and solute origins of regional waters were systematically explored. Combined with PHREEQC numerical simulation, principal component analysis (PCA), and Pearson correlation analysis, the dominant controlling factors of water geochemistry were quantified, and a conceptual hydrogeochemical evolution model was established. The results reveal a clear hydrogeochemical evolutionary gradient across the study area: water bodies evolve from low-salinity HCO3-Ca recharge end-members and transitional HCO3·SO4-Ca(Mg) type water to highly mineralized Cl-Na (SO4·Cl-Na) salt lake brines, accompanied by synchronous enrichment of Li, B, arsenic (As), and other characteristic elements. Solute accumulation in regional waters is governed by the ternary coupling effects of evaporative concentration, rock weathering and leaching, and deep geothermal fluid input, while cation exchange and mineral dissolution–precipitation reactions further modulate ionic composition and ratios. Elements including As, Li, B, and chloride (Cl) exhibit conservative migration behaviors in non-hydrothermal waters, whereas thermal springs possess unique geochemical signatures driven by deep fluid recharge. PCA results indicate that evaporative concentration serves as the primary controlling factor with a contribution rate of 55.39%; rock weathering provides the basic solute load (17.09%); and the coupled processes of deep fluid mixing and carbonate precipitation regulate elemental fractionation (14.21%). These findings systematically clarify the hydrogeochemical evolution laws and multi-source coupling mechanisms of inland lake waters in the Qiangtang Plateau. Furthermore, this study establishes a conceptual framework of “multi-source recharge–water–rock interaction–evaporative concentration”, advances the understanding of alpine hydrological cycling under climate change, and provides a solid scientific foundation for hydrological cycle research and green exploration of strategic mineral resources in endorheic salt lake regions. Full article
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19 pages, 30090 KB  
Article
Seismic Imaging of the Crust and Upper Mantle Beneath Chinese Fujian Province and Its Implications for Deep Mineralization
by Yundi Song, Xiaolong He, Guoming Jiang, Dapeng Zhao and Guibin Zhang
Minerals 2026, 16(6), 593; https://doi.org/10.3390/min16060593 - 1 Jun 2026
Viewed by 545
Abstract
Fujian Province is located in the southeast coastal region of Mainland China and belongs to the Cathaysia Block (CB). Since the Neoproterozoic, this region has experienced multi-stage tectonic activities, which have formed extensive metallogenic belts, such as the Wuyishan and Nanling metallogenic belts. [...] Read more.
Fujian Province is located in the southeast coastal region of Mainland China and belongs to the Cathaysia Block (CB). Since the Neoproterozoic, this region has experienced multi-stage tectonic activities, which have formed extensive metallogenic belts, such as the Wuyishan and Nanling metallogenic belts. To clarify deep geodynamic processes and deep metallogenic mechanisms, we determine a high-resolution three-dimensional (3-D) velocity model of the crust and upper mantle beneath the Fujian region. Two datasets are collected for the tomographic inversion. One dataset includes 70,330 P-wave and 87,057 S-wave arrival times from 6206 local earthquakes. The other dataset includes 13,714 P-wave relative travel-time residuals from 812 teleseismic events. Our tomography reveals significant low-velocity (low-V) anomalies in the upper mantle down to 500 km depth, which may represent hot ad wet upwelling flows from the mantle transition zone. We also find some low-V and high-Vp/Vs anomalies in the crust beneath major faults and the coastal area of Fujian, which are interpreted as magmatic channels. Combining with previous geological, geochemical, and geophysical results, we consider that the subduction of the Paleo-Pacific Plate in the Late Mesozoic played a crucial role in the formation of ore deposits. We propose a geodynamic model of the deep mineralization in Fujian, in which upwelling mantle flow underplated the crust and intruded into the crust along fault zones. This geodynamic model also has certain significance for the deep mineralization mechanisms of the CB and the Lower Yangtze Block. Full article
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20 pages, 3268 KB  
Article
Optimization and Validation of Multi-Size Ball Load Scheme for an Industrial Ball Mill Based on Semi-Theoretical Calculations and DEM Simulations: A Case Study of a Copper Mine
by Zhong Luo, Qingfei Xiao, Mengtao Wang, Saizhen Jin, Guobin Wang, Yanwei Zhao, Sheng Jian and Feng Xie
Minerals 2026, 16(6), 563; https://doi.org/10.3390/min16060563 - 23 May 2026
Viewed by 488
Abstract
A comprehensive and systematic study was conducted to address a series of key technical challenges encountered in the grinding process at a copper mine. These issues included the complex mechanical properties of the feed ore, which led to low grinding efficiency, difficulty in [...] Read more.
A comprehensive and systematic study was conducted to address a series of key technical challenges encountered in the grinding process at a copper mine. These issues included the complex mechanical properties of the feed ore, which led to low grinding efficiency, difficulty in achieving the required grinding fineness for flotation, uneven particle size distribution in the grinding products, and severe occurrences of overgrinding and undergrinding. Based on the semi-theoretical ball diameter formula, the optimal initial ball size distribution for the ball mill was precisely calculated as Φ70:Φ50:Φ40:Φ30 = 15:25:35:25. Through laboratory-scale grinding tests and Discrete Element Method (DEM) simulations, a systematic analysis of multiple indicators under three different ball loading schemes was performed, including the motion state of particles inside the mill, the collision behavior of the grinding media, and the energy distribution. This analysis confirmed the rationality and effectiveness of the literature scheme. Industrial trial results showed the following: the yield of the +0.20 mm fraction decreased by 4.15 percentage points, and the yield of the −0.010 mm fraction and its proportion relative to the −0.074 mm fraction decreased by 10.17 and 19.10 percentage points, respectively. Conversely, the yields of the intermediate separated fraction (−0.20 + 0.010 mm), the easily separated fraction (−0.074 + 0.018 mm) and the −0.074 mm qualified fraction increased by 14.32, 14.13, and 7.29 percentage points, respectively. The grinding technical efficiency improved by 19.55 percentage points. Furthermore, the specific steel ball consumption decreased by 46 g/t, a reduction of 5.07%. The copper concentrate recovery increased by 0.65 percentage points, resulting in an annual increase of 40.51 tons of copper metal, additional revenue of CNY 3.2483 million, and steel ball cost savings of CNY 603,500. Collectively, this optimization generated a total economic benefit of CNY 3.8518 million. By optimizing the ball size distribution, the particle size composition of the grinding products was significantly improved, the flotation indicators were enhanced, and the grinding media consumption cost was reduced, achieving quality improvement and efficiency increase in the mineral processing. This study provides a valuable reference for solving similar grinding problems. Full article
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23 pages, 23471 KB  
Article
Disentangling Primary Climatic Signals from Burial Diagenetic Overprints in Tibetan Paleosols Using Clumped and Triple Oxygen Isotopes
by Jiayao Li, Shuning Li, Lijuan Sha, Ruiyao Zhang, Chunju Huang and Yong-Fei Zheng
Minerals 2026, 16(6), 560; https://doi.org/10.3390/min16060560 - 22 May 2026
Viewed by 642
Abstract
Paleosol carbonate nodules may preserve environmental information despite later burial alteration, yet disentangling original signals from diagenetic overprints remains a central challenge. Here we apply paired clumped and triple oxygen isotope analyses (Δ47–Δ’17O) to microsampled Eocene paleosol carbonates from [...] Read more.
Paleosol carbonate nodules may preserve environmental information despite later burial alteration, yet disentangling original signals from diagenetic overprints remains a central challenge. Here we apply paired clumped and triple oxygen isotope analyses (Δ47–Δ’17O) to microsampled Eocene paleosol carbonates from the Gonjo Basin, southeastern Tibet. Intra-nodule TΔ47 values of 9–58 °C define a spectrum of microscale thermal heterogeneity, spanning lower-temperature to more strongly burial-modified domains. In contrast, carbonate Δ’17O does not vary systematically with TΔ47 (R2 < 0.6), whereas reconstructed diagenetic-water compositions (δ18Ow and Δ’17Ow) covary with TΔ47, suggesting progressive fluid–rock exchange during burial. Together with petrographic and geochemical observations, these data are most consistent with fluid-limited, rock-buffered recrystallization at low-water–rock ratios, with modeled solutions for most micritic domains falling at W/R < 0.05. Reconstructed Δ’17Ow values of diagenetic fluids range from −77 to −27 per meg, consistent with interaction with isotopically evolved meteoric waters and plausibly reflecting prior evaporative modification, although alternative fluid histories cannot be fully excluded. Rather than fully erasing environmental information, burial recrystallization in these carbonates appears to preserve a quantifiable record of fluid–rock interaction and hydroclimatic conditions. Our results show that paired Δ47–Δ’17O approach can help distinguish lower-temperature domains from more strongly burial-modified domains and trace diagenetic fluid evolution in ancient terrestrial carbonates. Full article
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25 pages, 21082 KB  
Article
Probabilistic Modeling of Lateritic Nickel Mineral Resources
by Roberto Rolo, Jafar Arief and Selvi Yuminti
Minerals 2026, 16(5), 551; https://doi.org/10.3390/min16050551 - 20 May 2026
Viewed by 1267
Abstract
Lateritic nickel deposits exhibit complex weathering-driven geometries, strong vertical variability, and complex multivariate geochemical relationships. These characteristics challenge conventional deterministic resource modeling. This paper presents a unified probabilistic workflow for lateritic nickel mineral resource modeling that integrates lithology and grade simulation within a [...] Read more.
Lateritic nickel deposits exhibit complex weathering-driven geometries, strong vertical variability, and complex multivariate geochemical relationships. These characteristics challenge conventional deterministic resource modeling. This paper presents a unified probabilistic workflow for lateritic nickel mineral resource modeling that integrates lithology and grade simulation within a consistent geostatistical framework. The methodology combines unfolding, plurigaussian simulation, multivariate imputation of incomplete datasets, projection pursuit multivariate transformation (PPMT) for decorrelation, and conditional simulation using the Turning Bands algorithm. Application to an Indonesian lateritic nickel deposit demonstrates reproduction of lithological proportions, spatial continuity, marginal distributions, and complex multivariate relationships. The proposed workflow enables explicit quantification of geological and grade uncertainty, providing a basis for uncertainty assessment in recoverable resource estimation and supporting downstream applications such as resource classification and drillhole spacing analysis. Full article
(This article belongs to the Special Issue Geostatistical Methods and Practices for Specific Ore Deposits)
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23 pages, 9250 KB  
Article
Fluid Evolution and Controls on Gold Precipitation at the Dongga Au Deposit, Tibet, China: Insights from Pyrite Trace Elements
by Hongyu Zhan, Qing He, Yulin Deng, Chen Li, Zuopeng Xiang, Changyi Wu, Kai Jiang and Xinghai Lang
Minerals 2026, 16(5), 539; https://doi.org/10.3390/min16050539 - 17 May 2026
Viewed by 583
Abstract
The Dongga Au deposit is located in the giant Xiongcun porphyry Cu-Au ore district within the Southern Lhasa terrane; however, the evolution of ore-forming fluids and the mechanisms of gold precipitation during the main mineralization stage remain poorly constrained. This study integrates geological [...] Read more.
The Dongga Au deposit is located in the giant Xiongcun porphyry Cu-Au ore district within the Southern Lhasa terrane; however, the evolution of ore-forming fluids and the mechanisms of gold precipitation during the main mineralization stage remain poorly constrained. This study integrates geological observations and in situ LA-ICP-MS trace element analyses of pyrite to address the above issues. Three generations of pyrite are identified: Py1 occurring in quartz–sulfide veins, Py2 in chlorite–sulfide veins, and Py3 in pyrite veins. Trace element data show that Au and As contents are relatively low in all three pyrite generations and mainly occur as lattice-bound elements, whereas Pb, Ag, Bi, Cu, and Zn are predominantly hosted in micro- to nano-scale mineral inclusions. Ore-forming temperatures estimated from Se concentrations in pyrite indicate progressive cooling from ~400 °C to ~270 °C (Py1 to Py3). Combined with thermodynamic modeling and mineral assemblage constraints, this suggests that the ore-forming fluid experienced significant meteoric water input, accompanied by decreasing temperature, sulfur fugacity, and oxygen fugacity, as well as increasing pH. The principal gold mineralization stage occurred at approximately 340 °C, where temperature and pH conditions jointly stabilized Au transport primarily as Au(HS)2. We propose the mixing between meteoric water and mineralized magmatic fluid caused a decrease in sulfur fugacity, oxygen fugacity and temperature, thereby limiting the availability of HS required for stabilizing Au(HS)2 complexes and thus resulting in the decoupling of Au(HS)2, which triggered gold precipitation. Full article
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25 pages, 11535 KB  
Article
Selective Screening of Efficient Chalcopyrite Depressants and Their Mechanisms in Copper–Molybdenum Separation
by Lujing Liang, Jianhua Chen and Anruo Luo
Minerals 2026, 16(5), 535; https://doi.org/10.3390/min16050535 - 16 May 2026
Viewed by 478
Abstract
Molybdenum (Mo) is a strategic raw material for high-end equipment manufacturing, aerospace technologies, and advanced alloys, and approximately 50% of global molybdenum resources are hosted in porphyry Cu–Mo deposits. To address the long-standing challenge of selectively separating chalcopyrite and molybdenite by flotation, this [...] Read more.
Molybdenum (Mo) is a strategic raw material for high-end equipment manufacturing, aerospace technologies, and advanced alloys, and approximately 50% of global molybdenum resources are hosted in porphyry Cu–Mo deposits. To address the long-standing challenge of selectively separating chalcopyrite and molybdenite by flotation, this study screened five sulfur-containing organic depressants and investigated their effects on the flotation responses of the two minerals, motivated by the strong affinity of sulfur donor atoms for surface Cu sites on chalcopyrite. The results indicate that thiomalic acid, 4-hydroxythiobenzamide, and 6-methyl-2-thiouracil markedly depress chalcopyrite flotation, whereas 2-(methylthio)acetic acid and N-phenylthiourea exert only minor effects. In contrast, none of the five reagents significantly affects the floatability of molybdenite. Among these depressants, thiomalic acid exhibited the best selectivity. In practical Cu–Mo bulk concentrate flotation, it showed a clear dosage advantage at low addition levels and improved Cu–Mo separation performance; at a Mo recovery of 76.09% and a Mo grade of 5.45%, Cu recovery was reduced to 9.54%. The adsorption mechanism of thiomalic acid on chalcopyrite was further investigated using FT-IR spectroscopy, X-ray photoelectron spectroscopy, and self-consistent charge density-functional tight-binding (SCC-DFTB) calculations. The results suggest that thiomalic acid interacts strongly with surface Cu sites on chalcopyrite via its S- and O-containing functional groups, likely increasing surface hydrophilicity and inhibiting collector adsorption (and subsequent bubble attachment), thereby contributing to selective chalcopyrite depression. Full article
(This article belongs to the Collection Flotation Theory and Technology)
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26 pages, 5861 KB  
Article
Assessment of Soil Contaminants and Human Health Risks in the Petaquilla Mine (Panama): Implications for Site Restoration
by Ana C. Gonzalez-Valoys, Felipe Segundo, Johanna L. Zambrano-Anchundia, Samantha Jiménez-Oyola, José R. Gallego, Efrén García-Ordiales, Jonatha Arrocha, Javier Lloyd, Francisco Jesús García-Navarro and Pablo Higueras
Minerals 2026, 16(5), 522; https://doi.org/10.3390/min16050522 - 14 May 2026
Viewed by 846
Abstract
The Petaquilla gold mine in Panama was abruptly closed without restoring the site. The objective of this study is to assess mine soils from a geochemical perspective, identify potential contaminants, and conduct a human health risk assessment (HHRA). Soil samples were analysed to [...] Read more.
The Petaquilla gold mine in Panama was abruptly closed without restoring the site. The objective of this study is to assess mine soils from a geochemical perspective, identify potential contaminants, and conduct a human health risk assessment (HHRA). Soil samples were analysed to determine pH, EC, OM, texture, hydrocarbons (TPHs), enzymatic activity (DHA), and the following potentially toxic elements (PTEs): As, Ba, Cd, Cu, Hg, Sb, Pb and Zn. The Igeo, PLI and HHRA indexes were evaluated. The Igeo indicates that the processing zone has atypical values of Cu (1.47), indicating moderate pollution (1 < Igeo ≤ 2), Zn (3.80), indicating strong pollution (3 < Igeo ≤ 4), and Pb (7.62), indicating extreme pollution (Igeo > 5), with enrichment due to mining activity. The PLI map shows that the affected areas are surrounding the Molejon River (1.62) and the processing zone (1.21), which are slightly contaminated (1 ≤ PLI < 2), and one site in the processing zone with moderate to considerable contamination (PLI ≥ 3) at the warehouse (6.07). Regarding TPHs, the processing area in front of transformer (54,844.47 mg kg−1) and the workshop entrance (2045.26 mg kg−1) have values above industrial use (620 mg kg−1) due to visible hydrocarbon spills. In terms of HHRA, the non-carcinogenic risk associated with exposure to PTEs exceeds the reference threshold for both children and adults under a residential exposure scenario, whereas the non-carcinogenic risk for TPHs remains below the acceptable limit. Regarding carcinogenic risk, exposure to Pb and As remains within acceptable limits for both receptors. With a view to restoring the mine’s soil, the processing area and the workshop entrance are the first areas that need to be addressed. Full article
(This article belongs to the Section Environmental Mineralogy and Biogeochemistry)
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37 pages, 87925 KB  
Article
Spatial Patterns and Source Apportionment of Potentially Toxic Elements in Flood-Affected Fluvisol Soils of the Bosna River Alluvial Plain
by Elvir Babajić, Alisa Babajić, Samir Ustalić, Zoran Kovač, Tomislav Brenko, Marko Cvetković and Stanko Ružičić
Minerals 2026, 16(5), 524; https://doi.org/10.3390/min16050524 - 14 May 2026
Viewed by 421
Abstract
This study quantifies the concentrations, spatial patterns, and sources of potentially toxic elements (PTEs) in Fluvisols from the Bosna River floodplain. Total As, Cr, Ni, Cu, Zn, Ba, V, and Co contents locally exceed national thresholds (e.g., As > 15 mg/kg, Cr > [...] Read more.
This study quantifies the concentrations, spatial patterns, and sources of potentially toxic elements (PTEs) in Fluvisols from the Bosna River floodplain. Total As, Cr, Ni, Cu, Zn, Ba, V, and Co contents locally exceed national thresholds (e.g., As > 15 mg/kg, Cr > 80 mg/kg, Ni > 40 mg/kg), yet Ti-normalised enrichment factors mostly remain in the “no to minor” range (EF ≈ 1–3) and contamination factors in the “low to moderate” range (CF ≈ 1–3), indicating only slight to moderate enrichment even where absolute concentrations are high. Cr, Ni, Co, Ba, and V display similar spatial patterns, strong positive correlations with Mg and Fe, and consistently low EF values, confirming their predominantly geogenic origin linked to ultramafic and mafic parent rocks. In contrast, Cu, Zn, Pb, and Cd form coherent spatial clusters, share positive correlations, and show slightly elevated EF and CF values in flooded soils (typically EF and CF between 1 and 3), indicating diffuse industrial and agricultural inputs superimposed on a strong natural background. Flooding did not uniformly increase PTE concentrations but enhanced spatial heterogeneity and reorganised geochemical associations, particularly for Zn, As, and Cd, while the observed links between inorganic carbon (TIC), Ca, and Mg indicate that carbonate buffering and base cations help constrain metal mobility rather than exert a dominant control on all elements. The novelty of this work lies in integrating Ti-normalised EF and CF referenced to a local Fluvisol background with high-resolution GIS mapping and paired flooded versus control multivariate analysis, providing a quantitative, transferable framework to disentangle geogenic and anthropogenic signals and to prioritise post-flood monitoring of As, Cu, Zn, Pb, and Cd in naturally metal-rich floodplains. Full article
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16 pages, 24394 KB  
Article
Multi-Stage Origins of Dolomite in the Lower Permian Fengcheng Formation and Its Implication for pH Fluctuations in the Alkaline Lake
by Zhuang Yang, Yuanyuan Zhang, Xincai You, Wenjun He and Wei Li
Minerals 2026, 16(5), 519; https://doi.org/10.3390/min16050519 - 14 May 2026
Viewed by 458
Abstract
The Fengcheng Formation in the Mahu Sag of the Junggar Basin represents one of the oldest and most significant alkaline lacustrine systems, hosting abundant dolomite that serves as a key unconventional reservoir. However, the formation mechanism of dolomite remains unclear. This study integrates [...] Read more.
The Fengcheng Formation in the Mahu Sag of the Junggar Basin represents one of the oldest and most significant alkaline lacustrine systems, hosting abundant dolomite that serves as a key unconventional reservoir. However, the formation mechanism of dolomite remains unclear. This study integrates detailed petrography, geochemistry and cyclostratigraphy to elucidate the origin and distribution of dolomite. Petrographic characteristics indicate a penecontemporaneous origin for the dolomite, with no apparent hydrothermal influence. Mineralogical features exhibit a multi-zonation structure of dolomite, aligning with in situ Fe content, jointly indicating that a multi-stage formation process of dolomite from core to rim. Microbial methanogenesis likely played an important role in the dolomite formation. Spatially, dolomite is enriched in the transition zone but scarce in the depocenter zone, where sodium carbonate prevails. This distribution is primarily controlled by pH differentiation between the transition zone and the depocenter zone of the Mahu Sag. In the transition zone, orbitally driven wet–dry cycles regulated the lake-level change, which, in turn, controlled pH fluctuation, as revealed by the silica precipitation during humid phases and dissolution during arid intervals. In the depocenter zone, lake water remained at a high-pH state, which was unfavorable for dolomite formation. These findings highlight that pH dynamics, linked to orbital climate cycles, played a critical role in governing dolomite formation and distribution in this ancient alkaline lake, providing new insights for the formation of dolomite in alkaline lacustrine environments. Full article
(This article belongs to the Special Issue Advances in Carbonate Sedimentology: From Deposition to Diagenesis)
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30 pages, 79781 KB  
Article
Reconstructing Depositional Environments with Decision Tree Classifier (A Machine Learning Model): A Grain-Size Study of the Tredian Formation, Salt Range, Pakistan
by Muhammad Idrees, Shahid Iqbal, Abdul Bari Qanit, Michael Wagreich, Mehwish Bibi, Mansoor Ahmad and Bilal Wadood
Minerals 2026, 16(5), 512; https://doi.org/10.3390/min16050512 - 13 May 2026
Viewed by 1603
Abstract
The Middle Triassic Tredian Formation of the Salt Range, Pakistan, consists of sandstones with interbedded shale in the lower part and minor dolomite in the upper part. Conventional grain-size analysis has been widely used as a sedimentological tool to elucidate depositional environments and [...] Read more.
The Middle Triassic Tredian Formation of the Salt Range, Pakistan, consists of sandstones with interbedded shale in the lower part and minor dolomite in the upper part. Conventional grain-size analysis has been widely used as a sedimentological tool to elucidate depositional environments and the mode of transportation of detrital sediments. This study presents the first integrated application of a Decision Tree Classifier (a machine learning model) with field and petrographic evidence to interpret grain-size statistics for the analysis of depositional environments of the Tredian Formation in the Salt Range, Pakistan. Stratigraphic sections of the Tredian Formation were measured and sampled in the Nammal Gorge and Zaluch Nala in the Salt Range for detailed sedimentological and grain-size analyses. The lower part of the Tredian Formation (Landa Member) consists of interbedded sandstone and shale (LF-1) characterized by large-scale slumps, parallel lamination, ripple marks, and cross-bedding. The LF-1 is overlain by the Katkhiara Member, which is dominated by thick sandstone (LF-2) with planar and trough cross-bedding and contains dolomite beds (LF-3) in the upper part. Grain-size statistics show that the sandstones are fine-to-medium-grained, well-to-very-well-sorted, near-symmetrical, and very platykurtic. Machine learning-based bivariate plots suggest that most of the samples are grouped, with some showing scattered trends. The Linear Discriminant Function (LDF) analysis indicates that the Tredian Formation was deposited in fluvial–deltaic to shallow marine environments with sand reworking and redistribution under aeolian/beach settings. The Decision Tree Classifier Model (DTCM) predicted fluvial to shallow marine depositional environments for the Tredian Formation and shows strong agreement with field-based lithofacies interpretation, demonstrating its reliability as a predictive tool. Thus, the present study demonstrates that integrating grain-size-based machine learning and statistical analysis with traditional sedimentology provides valuable insights into depositional settings and enhances the reliability of interpretations of ancient sedimentary environments. Full article
(This article belongs to the Section Mineral Exploration Methods and Applications)
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42 pages, 57289 KB  
Article
Clay Minerals in Carboniferous Ash-Rich Coals of Kazakhstan: Roles in Geochemical Signatures and Elemental Distribution Patterns
by Medet Junussov, Geroy Zh. Zholtayev, Zamzagul T. Umarbekova, Moldir A. Mashrapova, Shattyk Miniskul, Mohamed Abdelnaby Oraby, Yerzhan Nurmakanov and Maxat K. Kembayev
Minerals 2026, 16(5), 514; https://doi.org/10.3390/min16050514 - 13 May 2026
Viewed by 720
Abstract
Clay minerals in coal play a key role in controlling mineralogical composition, geochemical signatures, and the industrial behavior of coal and its combustion residues. This study investigates the occurrence, provenance, and potential applications of clay minerals in Carboniferous ash-rich coals from the Bogatyr, [...] Read more.
Clay minerals in coal play a key role in controlling mineralogical composition, geochemical signatures, and the industrial behavior of coal and its combustion residues. This study investigates the occurrence, provenance, and potential applications of clay minerals in Carboniferous ash-rich coals from the Bogatyr, Lenin, and Saradyr coal mines in northeastern Kazakhstan. A total of 60 coal samples were analyzed using XRD, SEM–EDS/BSE, XRF, and ICP-OES following acid leaching. Based on ash yield, 52 samples were classified as coal (<50% ash), while 8 samples were classified as carbonaceous shale or mudstone (>50% ash). Mineralogical assemblages show clear variability among the studied mines. Saradyr samples are strongly quartz-dominated with lower clay proportions, Bogatyr samples exhibit highly heterogeneous quartz–clay–mica assemblages, whereas Lenin samples are relatively more clay-rich and dominated by kaolinite and illite-group minerals. Across all samples, kaolinite is the dominant clay mineral (16.6–46 wt.%), occurring mainly as authigenic pore- and cell-filling aggregates. Minor phases include illite–muscovite (7.1–29.9 wt.%), illite–smectite (up to 7.6 wt.% in Bogatyr), and smectite–montmorillonite (0.4–0.7 wt.%). Clay minerals occur as discrete particles, coatings, and pore fillings, contributing to ash formation; however, their correlation with ash yield is weak (R = 0.03–0.05), reflecting heterogeneous mineral inputs and diagenetic overprinting. All geochemical data are reported on a high-temperature coal ash (HTA) basis (815 °C). Geochemical indices (CIA, CIW, CIX) and Al2O3/TiO2 ratios (1.8–17.4) indicate variable provenance and moderate to high weathering intensity, reflecting mixed mafic to intermediate source rocks. A total of 23 trace elements were identified. Au occurs at trace levels (up to 0.02 ppm), while selected rare earth elements (REE: Ce, Dy, Eu, La, Nd, Sm, Y, Yb) average 0.2–0.3 ppm, indicating negligible economic recovery potential. REEs show a strong positive correlation with clay minerals (r = 0.93), indicating adsorption and minor structural incorporation. In contrast, Au correlates with As, V, Zn, Cu, Ni, and Nb, suggesting sulfide association. HTA is enriched in SiO2–Al2O3 phases dominated by kaolinite and quartz, indicating strong potential for cement, geopolymer, ceramic, and zeolite applications. Full article
(This article belongs to the Section Clays and Engineered Mineral Materials)
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38 pages, 5715 KB  
Article
Thermal Diffusivity and Thermal Conductivity of Serpentine Minerals vs. Temperature, Pressure, Structure, and Composition: Implications for Subducting Slabs
by Anne M. Hofmeister
Minerals 2026, 16(5), 509; https://doi.org/10.3390/min16050509 - 12 May 2026
Viewed by 545
Abstract
Heat transport properties of serpentine minerals are important to the thermal state of subduction zones, but available data contain systematic errors from contact losses, radiative gains, deformation with pressure (P), and/or modelling short-comings. Here, laser flash analysis (LFA) provides thermal diffusivity [...] Read more.
Heat transport properties of serpentine minerals are important to the thermal state of subduction zones, but available data contain systematic errors from contact losses, radiative gains, deformation with pressure (P), and/or modelling short-comings. Here, laser flash analysis (LFA) provides thermal diffusivity (D) within ±3% as a function of temperature (T) of perpendicularly oriented, nearly pure Mg3Si2O5(OH)4 polymorphs, Al-rich lizardite with minor brucite, three serpentinites, plus chrysotile and lizardite near Ni3Si2O5(OH)4. Visible spectra show that Fe is mostly ferric and Cr3+ occasionally occupies tetrahedral sites. The proposed coupled substitution of Al3+ + OH replacing Si4+ + O2− accounts for extra OH peaks in infrared spectra. Rietveld refinements and infrared spectra reveal that serpentine dehydration in LFA runs begins near 800 K. Thermal conductivity (K) vs. T is calculated within ~±5% from D, available heat capacity data, and ambient density. For antigorite, D and K are strongly anisotropic whereas chrysotile has extreme differences, but lizardite is nearly isotropic. A thermodynamic identity provides ∂(lnK)/∂P = 11 ± 1% Gpa−1 for soft serpentine, double that of hard olivine. Lizardite becomes more thermally conductive than olivine near the 1 bar decomposition temperature, which increases with P. Through feedback, and because released H2O vapor carries heat upwards, P,T conditions in serpentinized slabs follow the decomposition phase boundary during subduction. Full article
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30 pages, 12852 KB  
Article
Low-Temperature Alteration of the Central Pacific Ewing Seamount Basalt Constrains the Isotopic Composition of Sr-Nd-Pb-Hf in Seawater and the Growth of Polymetallic Crust
by Jiuda Sun, Xiaohu Li, Zhuoyi Wang, Kai Chen and Zhongyuan Xu
Minerals 2026, 16(5), 506; https://doi.org/10.3390/min16050506 - 11 May 2026
Viewed by 784
Abstract
Seamount basalts undergoing long-term seawater immersion and percolation are subject to varying degrees of low-temperature alteration, causing a release of substantial amounts of Sr-Nd-Pb-Hf into seawater and thereby providing a sustained, long-term, mantle-derived source for marine material cycling. Such a mantle input mixes [...] Read more.
Seamount basalts undergoing long-term seawater immersion and percolation are subject to varying degrees of low-temperature alteration, causing a release of substantial amounts of Sr-Nd-Pb-Hf into seawater and thereby providing a sustained, long-term, mantle-derived source for marine material cycling. Such a mantle input mixes with crustal weathering material settled to the ocean via rivers and aeolian dust, resulting in crust-mantle mixing, altogether constraining the Sr-Nd-Pb-Hf isotopic compositions of seawater and polymetallic crusts. Among these, the isotopic compositions of Sr and Pb more closely resemble those of terrigenous input materials, while Nd isotopes indicate a roughly averaged mixing mechanism. The Hf isotopic composition approaches that of enriched mantle-derived Ocean Island Basalts (OIBs). Low-temperature-altered minerals in basalt, such as montmorillonite and phillipsite, possess both permanently negative and variable charges. This causes the formation of an electrostatic field, resulting in an adsorptive potential that facilitates the initial growth of charged Fe and Mn colloidal particles on the surfaces of altered basalt. Simultaneously, Fe, Mn, Co, Ni, and Rare-Earth Elements (REEs) released during the low-temperature alteration process contribute essential material for the growth of a polymetallic crust. Full article
(This article belongs to the Section Mineral Geochemistry and Geochronology)
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19 pages, 6771 KB  
Article
Silicate Nanotubules in the Crystal Structure of K6(Na4Ca)(Y8Ca3Mn)[Si28O68(OH)2](CO3)8F2·9H2O, a Mineral Phase from the Khibiny Alkaline Massif (Kola Peninsula, Russia), and the Problem of Ashcroftine-(Y)
by Sergey V. Krivovichev, Victor N. Yakovenchuk, Olga F. Goychuk, Anatoly V. Kasatkin, Yakov A. Pakhomovsky, Atali A. Agakhanov and Alexey V. Chernyavsky
Minerals 2026, 16(5), 492; https://doi.org/10.3390/min16050492 - 7 May 2026
Viewed by 1934
Abstract
The Lovozero and Khibiny alkaline massifs (Kola Peninsula, Russian Arctic) are the prominent sources of REE minerals, with the Lovozero loparite deposit being the only currently active REE mine in Russia. A new ashcroftine-related mineral phase KA with the idealized chemical formula K [...] Read more.
The Lovozero and Khibiny alkaline massifs (Kola Peninsula, Russian Arctic) are the prominent sources of REE minerals, with the Lovozero loparite deposit being the only currently active REE mine in Russia. A new ashcroftine-related mineral phase KA with the idealized chemical formula K6(Na4Ca)(Y8Ca3Mn)[Si28O68(OH)2](CO3)8F2·9H2O was found in the Khibiny alkaline massif. Its empirical formula determined by electron microprobe analysis is Na4.14K6.11Ca3.89Mn0.59Y6.10Ce0.08 Gd0.32Tb0.15Dy0.78Ho0.19Er0.35Tm0.15Yb0.12Lu0.06Si28C8O93.02F2.08·9H2O. The crystal structure was determined and refined by means of single-crystal X-ray diffraction analysis. The KA phase is tetragonal, I4/mmm, a = 24.1661(3), c = 17.5914(4) Å, V = 10,273.4(3) Å3. The crystal structure contains two Y sites. The Y1 site is [8]-coordinated and hosts more heavy REEs, whereas the Y2 site is predominantly [7]-coordinated and accumulates lighter REEs and Mn. The crystal structure is based upon the [Si28X70] nanotubes (X = O,OH) elongated along the c-axis and composed of corner-sharing SiX4 tetrahedra. The external diameter of the tubules is equal to ~19.54 Å, i.e., slightly less than 2 nm. The silicate nanotubes are running parallel to the c-axis and centered along the (00z) and (½½z) directions. The tubules are linked by walls of YOn polyhedra that also involve triangular CO3 groups. The K+, Na+, and Ca2+ cations, as well as H2O molecules, are located either inside or outside the tubules. The crystal-chemical formula of the KA phase can be written as {K6.14Na4.30Ca0.81}[Y5.88Ca3.12Dy0.88Mn2+0.60Gd0.32 Ho0.24Er0.24Tb0.16Tm0.16Er0.12Yb0.12Ce0.08Lu0.08](Mn3+0.09) [Si28O68.36(OH)1.65](CO3)8F2·8.97H2O, which agrees well with the idealized formula. According to the information-based complexity analysis, the KA phase has a very complex structure and belongs to less than 3.5% of the very complex minerals known today. The presence of silicate tubules is the key reason for the exceptional structural complexity of the phase. It is impossible to establish exact relations between the KA phase and ashcroftine-(Y) on the basis of the currently available data, since the last chemical analysis of the latter mineral was done in 1924. Therefore, the mineralogical identity of ashcroftine-(Y) is currently an unresolved problem. The silicate tubule in the KA phase is topologically related to the Linde zeolite A (the LTA zeolite framework) and can be produced from the latter by a series of topological operations. The KA phase forms a homological row with caysichite-(Y) and miyawakiite-(Y), along which the Si content is increasing, and silicate chains in caysichite-(Y) transform into silicate tubules in miyawakiite-(Y) and into silicate nanotubules in the KA phase. Indeed, the M:Si:C ratio (where M = Y, REEs, Ca, Mn, Fe) changes from 1:1:0.75 for caysichite-(Y) through 0.75:1:0.5 for miyawakiite-(Y) to 0.43:1:0.29 for ashcroftine-(Y) (and KA). The increasing role of silica along the row results in the formation of zeolite-derived porous one-dimensional units. The KA phase possesses two important crystal chemical properties that distinguish it from other minerals known to date: it hosts a variety of REEs and is based upon nanoscale zeolite-like silicate units. The KA phase, ashcroftine-(Y), caysichite-(Y), and miyawakiite-(Y) have never been prepared under laboratory conditions. The mineralogical occurrence of the KA phase in the Khibiny massif points out to its secondary origin, i.e., its formation under relatively soft, low-temperature hydrothermal conditions. Thus, the discovery of the KA phase in nature may provide important hints toward its synthesis in the laboratory by means of a soft-chemistry approach. Full article
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37 pages, 2334 KB  
Review
The Mineralogy and Geochemistry of Volcanogenic Massive Sulfides and Their Contribution to Human Evolution: Past, Present and Future
by Stavros Savvas Triantafyllidis
Minerals 2026, 16(5), 486; https://doi.org/10.3390/min16050486 - 4 May 2026
Viewed by 1058
Abstract
Volcanogenic Massive Sulfides (VMS) are considered major base (Cu-Zn±Pb) and precious metal (Au and Ag) sources with paramount contribution in the development and evolution of mankind through the ages. They are characterized by variable ore mineralogy and geochemistry, largely attributed to the variety [...] Read more.
Volcanogenic Massive Sulfides (VMS) are considered major base (Cu-Zn±Pb) and precious metal (Au and Ag) sources with paramount contribution in the development and evolution of mankind through the ages. They are characterized by variable ore mineralogy and geochemistry, largely attributed to the variety in the geotectonic regime of formation (both divergent and convergent margins) and the variability in the host lithologies. Several VMS types are distinguished depending on the type of volcanism and host-rock lithology. The lens-shaped-to-stratiform bodies composed of fine-grained sulfides, usually accounting for more than 60% of the rock mass, have been exploited since prehistoric times. Recent studies reveal that VMS continue to be formed in deep marine settings and along plate margins on the ocean floor. Besides base and precious metals, nowadays, VMS are considered significant sources of critical and strategic metals, such as Co, Ni, Ga, Ge, In, Bi, As, Sb, Se, Mo, Cd, Sn, Hg, Tl and Bi, particularly after extensive research of the ocean floors in the years following World War II (WWII). Since the late 1970s, the potential of VMS has been further enhanced after the successful deep-sea mining (DSM) pilot tests, with the pipeline-lift mining system considered the most suitable for seabed massive sulfide (SMS) recovery. Full article
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16 pages, 11146 KB  
Article
Genesis of the Longkou Gold Deposit in the Northeastern Jiaolai Basin: Constraints from Sericite Rb-Sr Geochronology and Pyrite Geochemistry
by Jin-Shuai Zhang, Hao-Cheng Yu, Guo-Long Yan, Ming Ma, Tao Cui, Ya-Peng Li, Lian-Yuan Qin and Chun-Ting Xu
Minerals 2026, 16(5), 485; https://doi.org/10.3390/min16050485 - 3 May 2026
Viewed by 662
Abstract
Whether the genesis of gold deposits in the Northeastern Jiaolai Basin is consistent with that in the Northwestern Jiaodong area remains controversial. This study presents in situ Rb-Sr dating of sericite, along with in situ trace element and sulfur isotope analyses of pyrite [...] Read more.
Whether the genesis of gold deposits in the Northeastern Jiaolai Basin is consistent with that in the Northwestern Jiaodong area remains controversial. This study presents in situ Rb-Sr dating of sericite, along with in situ trace element and sulfur isotope analyses of pyrite in the Longkou gold deposit. The sericite Rb-Sr inverse isochron yields an age of 120.9 ± 2.4 Ma, indicating that gold mineralization occurred in the Early Cretaceous. Two generations of pyrite, Py1 and Py2, were identified. Py1 is anhedral and hosted in relatively low-grade, weakly altered marble wall rock. Py2 is euhedral to subhedral and hosted in relatively high-grade, strongly altered marble ore. The δ34S value of Py1 is 7.38‰, whereas that of Py2 is 6.79‰. The decrease in δ34S values from Py1 to Py2 reflects an increase in the oxygen fugacity of the ore-forming system. These features suggest that fluid–rock interaction led to an increase in oxygen fugacity, thereby triggering gold precipitation. The mineralization age and precipitation mechanism of the Longkou gold deposit are consistent with those of the Northwestern Jiaodong area. The Longkou gold deposit is best classified as a Jiaodong-type gold deposit. Full article
(This article belongs to the Special Issue Gold–Polymetallic Deposits in Convergent Margins)
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34 pages, 11347 KB  
Review
Core Spectral Technology in Sandstone-Type Uranium Deposits of Basins in Northern China: Applications and Challenges—A Review
by Wenyi Wu, Mingsen Fan, Pei Ni, Junyi Pan, Yihan Lin, Zhe Chi and Junying Ding
Minerals 2026, 16(5), 471; https://doi.org/10.3390/min16050471 - 30 Apr 2026
Cited by 2 | Viewed by 792
Abstract
Sandstone-type uranium deposits represent one of the most significant uranium deposit types in China, predominantly hosted in Meso-Cenozoic sedimentary basins in the northern part of the country. Due to characteristics such as deep burial of orebodies, fine grain size of ores, and strong [...] Read more.
Sandstone-type uranium deposits represent one of the most significant uranium deposit types in China, predominantly hosted in Meso-Cenozoic sedimentary basins in the northern part of the country. Due to characteristics such as deep burial of orebodies, fine grain size of ores, and strong heterogeneity, traditional geological logging methods have limitations in rapidly and accurately identifying alteration minerals and mineralization indicator information. Core spectral technology (wavelength range approximately 400–2500 nm), particularly short-wave infrared spectroscopy (SWIR, 1300–2500 nm), enables rapid, non-destructive, and quantitative extraction of alteration mineral information from drill cores. This provides robust technical support for reconstructing metallogenic environments, delineating oxidation–reduction zones, and prospecting and prediction in sandstone-type uranium deposits. This review systematically examines the spectral absorption characteristics and geological significance of key alteration minerals (e.g., clay minerals, carbonate minerals, iron oxides, and hydrocarbon substances) in sandstone-type uranium deposits. It elaborates on the current application status of core spectral technology in sandstone-type uranium exploration within typical basins in northern China, such as the Ordos, Songliao, Erlian, and Qaidam Basins. These applications include alteration mineral mapping, oxidation–reduction zone delineation, and metallogenic fluid tracing. Due to the unique characteristics of host rock lithology, alteration mineral assemblages, and fluid properties in sandstone-type uranium deposits, the application of this technology also faces certain challenges, such as difficulties in spectral interpretation and insufficient accuracy in quantitative inversion. Integrating this technique with multiple methods, including petrography and X-ray diffraction (XRD), will facilitate more effective applications in both metallogenic research and prospecting practices for sandstone-type uranium deposits in northern China. Full article
(This article belongs to the Special Issue Critical Metal Minerals, 2nd Edition)
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14 pages, 3488 KB  
Article
Variability of Crushability and Grindability of Iron Ores in an Itabirite Deposit
by Luís Marcelo Tavares, Gabriel K. P. Barrios, Luciana P. Alves, Elias F. de Castro and José N. S. Silva
Minerals 2026, 16(5), 473; https://doi.org/10.3390/min16050473 - 30 Apr 2026
Cited by 1 | Viewed by 501
Abstract
The identification of ore types that share similar geological characteristics and metallurgical performance in a deposit is of great relevance in mine planning. In the case of a low-grade iron ore from Brazil, called itabirite, ore types are usually classified as compact and [...] Read more.
The identification of ore types that share similar geological characteristics and metallurgical performance in a deposit is of great relevance in mine planning. In the case of a low-grade iron ore from Brazil, called itabirite, ore types are usually classified as compact and friable, in addition to canga. As itabirites become more widely exploited, friable itabirites have become scarcer, leaving more competent ores to be processed. The work investigates the response of 19 iron ore samples from the Serra do Sapo deposit (Minas Gerais, Brazil), through a variety of bench-scale comminution tests. In the context of crushing (>25 mm), one subtype of compact itabirite, called supercompact, presented substantially higher resistance to fragmentation than those of compact itabirite and canga. In the context of grinding (<19 mm), an inversion occurs, with canga presenting the highest resistance to comminution, followed by the itabirites (friable, compact, and supercompact), nearly indistinctively. This demonstrates that the relative competence of iron ores to withstand comminution in the studied mineral deposits varies significantly as a function of particle size and, therefore, size reduction stage. Finally, grouping of the samples using cluster analysis demonstrated the relevance of discrimination between compact and supercompact itabirites, besides canga, with supercompact itabirite having a greater affinity to canga than with its compact counterpart. This shows the importance of further discriminating itabirites, particularly in the context of comminution at coarser sizes. Full article
(This article belongs to the Section Mineral Processing and Extractive Metallurgy)
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32 pages, 14836 KB  
Article
Petrogenesis of Serpentinites and Chromitites in the Neoproterozoic Bou Azzer Ophiolite, Morocco: From Mantle Depletion to High-Pressure Exhumation
by Amina Wafik, Mohamed Ben Massoude, Youssef Atif, Atman Ait Lamqadem, Reza Rooki, Aref Shirazi, Adel Shirazy and Amin Beiranvand Pour
Minerals 2026, 16(5), 460; https://doi.org/10.3390/min16050460 - 29 Apr 2026
Cited by 1 | Viewed by 1337
Abstract
Serpentinites and associated chromitites of the Neoproterozoic Bou Azzer ophiolite (Central Anti-Atlas, Morocco) provide key constraints on mantle depletion, melt–rock interaction, and the tectono-metamorphic evolution of a supra-subduction zone (SSZ) system. This study integrates field observations, petrography, Raman spectroscopy, and whole-rock/mineral chemistry to [...] Read more.
Serpentinites and associated chromitites of the Neoproterozoic Bou Azzer ophiolite (Central Anti-Atlas, Morocco) provide key constraints on mantle depletion, melt–rock interaction, and the tectono-metamorphic evolution of a supra-subduction zone (SSZ) system. This study integrates field observations, petrography, Raman spectroscopy, and whole-rock/mineral chemistry to decipher the history of this highly dismembered ultramafic suite. The mantle sequence is dominated by antigorite-bearing serpentinites derived primarily from refractory harzburgitic and dunitic protoliths. Whole-rock geochemistry and highly depleted chromite compositions (Cr# = 0.50–0.68; Mg# = 0.43–0.77; TiO2 ≤ 0.18 wt.%) demonstrate that these peridotites represent refractory residues formed after high degrees of partial melting (~15–25%). The data delineate a clear evolutionary trend from abyssal to fore-arc and back-arc environments, where infiltrating boninitic melts drove localized podiform chromitite formation through intense melt–rock interaction. Crucially, thermodynamic and mineral–chemical constraints challenge previous models of simple greenschist-facies obduction. Equilibration temperatures exceeding 600 °C and chromite stability within the lower amphibolite to near-granulite facies indicate that the oceanic lithosphere underwent deep subduction prior to its exhumation. This high-temperature, high-pressure metamorphism was followed by multistage retrogressive serpentinization and intense CO2-rich metasomatism (talc-magnesite alteration) during Pan-African transpressional tectonics. Ultimately, the Bou Azzer ophiolite represents a mature SSZ mantle wedge, recording a complete geodynamic cycle from deep subduction-zone metamorphism to final tectonic emplacement along the northern margin of the West African Craton. Full article
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38 pages, 4961 KB  
Systematic Review
Application of Hydrogeochemistry in Mineral Exploration: A Systematic Review of Global Practices, Emerging Trends, and Future Directions
by Joseph Ndago Amoldago and Emmanuel Daanoba Sunkari
Minerals 2026, 16(5), 451; https://doi.org/10.3390/min16050451 - 26 Apr 2026
Viewed by 1371
Abstract
Hydrogeochemistry is a practical and low-impact tool for mineral exploration that relies primarily on groundwater as sampling media. It is particularly valuable for blind or deeply buried deposits where surface geochemical methods are ineffective, as groundwater acts as a natural integrator of geochemical [...] Read more.
Hydrogeochemistry is a practical and low-impact tool for mineral exploration that relies primarily on groundwater as sampling media. It is particularly valuable for blind or deeply buried deposits where surface geochemical methods are ineffective, as groundwater acts as a natural integrator of geochemical signals from depth. This study presents a PRISMA 2020-compliant systematic review of hydrogeochemical exploration practices published between 1946 and 2025, synthesizing 118 empirically screened case studies from diverse geological and climatic settings. The review evaluates the geochemical processes governing aqueous dispersion halos, including sulphide oxidation, water–rock interaction, redox controls, and physicochemical speciation, and assesses how these processes influence pathfinder behaviour and anomaly expression. Quantitative synthesis highlights consistent patterns in hydrogeochemical footprints across major mineral systems and demonstrates the effectiveness of thermodynamically informed and multivariate interpretation strategies over simple concentration-based approaches. Emerging trends identified include the growing application of non-traditional stable isotope fractionation, nanoparticle geochemistry using single-particle ICP-MS, and integration of hydrogeochemical datasets with GIS, geophysics, and machine learning-based prospectivity modelling. Unlike recent narrative reviews, this study provides a fully reproducible, structured evaluation of the global evidence base and formalizes a standardized end-to-end workflow. Full article
(This article belongs to the Special Issue Novel Methods and Applications for Mineral Exploration, Volume III)
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16 pages, 7097 KB  
Article
Sodium Polyacrylate as a Rheological Modifier and Selective Depressant in Cu2+-Activated Kaolin–Chalcopyrite Flotation Under Saline Conditions
by Matías Jeldres, Eder Piceros, Luis A. Cisternas and Ricardo I. Jeldres
Minerals 2026, 16(5), 449; https://doi.org/10.3390/min16050449 - 25 Apr 2026
Viewed by 566
Abstract
This study investigates sodium polyacrylate (NaPA) as a rheology modifier and selective depressant in the flotation of Cu2+-activated kaolin–chalcopyrite under industrial water (IW) and seawater (SW) conditions. The work addresses a critical gap in saline systems: how an anionic polymer simultaneously [...] Read more.
This study investigates sodium polyacrylate (NaPA) as a rheology modifier and selective depressant in the flotation of Cu2+-activated kaolin–chalcopyrite under industrial water (IW) and seawater (SW) conditions. The work addresses a critical gap in saline systems: how an anionic polymer simultaneously influences clay activation, sulfide floatability, aggregate dispersion, and pulp rheology by varying the medium’s ionic composition. Microflotation, zeta potential, adsorption, yield strength, and Focused Beam Reflectance Measurement (FBRM) assays were used to establish structure–property–response relationships. In IW, Cu2+ strongly promoted NaPA adsorption onto both minerals, shifting them toward more negative potentials and significantly reducing selectivity: kaolin recovery decreased from 86.5% to 40.0% at 50 ppm NaPA. In comparison, chalcopyrite recovery fell below 30% at 100 ppm NaPA. In SW, NaPA maintained its depressant effect on kaolin without affecting chalcopyrite flotation, which remained above 90%. This behavior is consistent with reduced polymer adsorption at high ionic strength, where ionic shielding and coiling limit its interaction with chalcopyrite but allow sufficient adsorption onto kaolin to inhibit the collector’s action. Rheological and FBRM results support this interpretation, showing a decrease in yield strength and aggregate size after NaPA addition, with a more pronounced effect in IW than in SW. Full article
(This article belongs to the Section Mineral Processing and Extractive Metallurgy)
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13 pages, 2481 KB  
Article
Coordination of Au and Cu in Peridotite Melts Studied by First Principles Molecular Dynamics Simulations
by Yang Zhao, Qian Wang, Yongbing Li, Yonghui Li and Shanqi Liu
Minerals 2026, 16(5), 442; https://doi.org/10.3390/min16050442 - 24 Apr 2026
Viewed by 415
Abstract
Chlorine (Cl) and sulfur (S) are two crucial mineralizing agents in silicate melts, and are closely related to the genesis of metallic mineral deposits. Magmatic ore deposits usually form in mafic–ultramafic silicate melts by the separation (liquation) of a cooling, sulfur-rich magma into [...] Read more.
Chlorine (Cl) and sulfur (S) are two crucial mineralizing agents in silicate melts, and are closely related to the genesis of metallic mineral deposits. Magmatic ore deposits usually form in mafic–ultramafic silicate melts by the separation (liquation) of a cooling, sulfur-rich magma into two immiscible liquids. It is not easy to identify the complexation between gold (Au), cooper (Cu) and Cl, S using the current experiment methods, and the coordination of Au and Cu with Cl and S is still unclear in mafic–ultramafic silicate melts. In this study, by using first-principles molecular dynamics technique, we investigated the structure of Au, Cu, Cl and S in the (a) anhydrous and (b) hydrous peridotite melt to reveal their coordination geochemistry. Our results show that Si4+–Cl, Cu+–O2−, Au+–O2−, Cu+–Cl, Au+–Cl, Au+–S2−, and Cu+–S2− cannot form stable ion pairs in silicate melts; therefore, Au+ and Cu+ cannot form stable complexes with S2−, O2− or Cl in the melts. But the diffusion coefficients of Au+, Cu+, S2− and Cl, their RDF values and the bonding time ratio of the silicate melt systems show that, although they cannot form stable complexes, within the range of effective chemical bond lengths, they have a high probability of approaching and interacting with each other, which enables them to form crystal embryos or liquid-phase molecules during magma evolution. Full article
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18 pages, 1623 KB  
Article
Prediction of Solid Mineral Phases Controlling the Solubility of Zn, Cd, Pb and Ni in Contaminated Soils Using WHAM-VII Modeling
by Debasis Golui, Md. Basit Raza, Siba P. Datta, Brahma S. Dwivedi, Mahesh C. Meena and Prasenjit Ray
Minerals 2026, 16(5), 441; https://doi.org/10.3390/min16050441 - 24 Apr 2026
Viewed by 848
Abstract
The chemical equilibria of metal ions between soil solution and solid phases govern the solubility of metals in soil. However, the identity of these controlling phases remains poorly understood in historically polluted environments. This study aimed to identify the dominant mineral phases regulating [...] Read more.
The chemical equilibria of metal ions between soil solution and solid phases govern the solubility of metals in soil. However, the identity of these controlling phases remains poorly understood in historically polluted environments. This study aimed to identify the dominant mineral phases regulating the activities of Zn2+, Cd2+, Pb2+, and Ni2+ in soils subjected to long-term contamination from sewage sludge, municipal solid waste, river water, and industrial effluents across India. The soil samples were collected from various locations historically polluted by sewage sludge, municipal solid waste, polluted river water and industrial effluents. The free ion activities of Zn2+ (pZn2+), Cd2+ (pCd2+), Pb2+ (pPb2+) and Ni2+ (pNi2+) in soil pore water were estimated using the geochemical speciation model WHAM-VII. The metal ion activities were higher in industrial effluents and solid waste-treated soils as compared to other contaminated soils. The solubility of Zn and Cd in soils contaminated with Zn-smelter effluents was controlled by franklinite (ZnFe2O4) in equilibrium with goethite (α-FeOOH) and otavite (CdCO3), respectively. Identification of minerals further reveals that nickel ferrite (NiFe2O4) in equilibrium with lepidocrocite (γ-FeOOH) governs the activity of Ni2+ in cycle factory effluent-irrigated soils of Sonepat, Haryana. At the municipal solid waste-contaminated site, the Pb2+ activity was controlled by exchangeable Pb in soils, whereas Zn2+ activity was governed by willemite (Zn2SiO4) in equilibrium with quartz (SiO2). These findings provide new insights into mineralogical controls on heavy metal solubility under diverse contamination scenarios. Formation of highly soluble minerals like otavite, willemite, and nickel ferrite suggested the potential ecological risk of Cd, Zn, and Ni, respectively, in polluted soils. Full article
(This article belongs to the Special Issue Geochemistry and Mineralogy of Soil and Sediment)
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26 pages, 6703 KB  
Article
Could Ambient-Temperature Melting of a Fertile Mantle Explain Abrolhos Magmatism? An Alternative to Classical Plume Models
by Nicholas Machado Lima, Rogério Guitarrari Azzone, Lucas Martins Lino, Anderson Costa dos Santos, Thais Mothé Maia, Leandro Arrais Bevilaqua, Sergio de Castro Valente, Gabriel Medeiros Marins and Vincenza Guarino
Minerals 2026, 16(5), 437; https://doi.org/10.3390/min16050437 - 23 Apr 2026
Viewed by 718
Abstract
The Abrolhos Magmatic Province (AMP), situated along the southeastern Brazilian passive margin, comprises a Paleocene–Eocene transitional basalt series of alkaline affinity. Despite the lack of mineral chemistry and thermobarometric estimates, it has long been linked to a classical deep-mantle plume model. This study [...] Read more.
The Abrolhos Magmatic Province (AMP), situated along the southeastern Brazilian passive margin, comprises a Paleocene–Eocene transitional basalt series of alkaline affinity. Despite the lack of mineral chemistry and thermobarometric estimates, it has long been linked to a classical deep-mantle plume model. This study integrates mineral chemistry, calculations of intensive parameters (P, T, H2O), geochronology, and geochemical modeling to evaluate an alternative explanation for AMP magmatism. Whole-rock and clinopyroxene compositions from different AMP localities are consistent with parental magmas derived from fertile, pyroxenite-enriched mantle sources that melted under ambient mantle potential temperatures (~1300–1400 °C). Inverse petrological modeling using alphaMELTS and MeltPT, together with trace-element systematics, suggests low degrees of partial melting within asthenospheric domains. These results indicate that shallow (upper-mantle) processes and high mantle fertility were important controls on melt generation. New 40Ar/39Ar ages of 24.3–28.4 Ma for southern AMP rocks are also difficult to reconcile with a simple age-progressive evolution of the previously proposed plume model. Taken together, the data support ambient-temperature melting of a fertile mantle as a plausible explanation for Abrolhos magmatism and reduce the need to invoke a classical high-temperature mantle plume as the sole model. Here, we favor a tectonically controlled model, involving localized shallow mantle processes such as edge-driven convection and/or lithospheric delamination as triggers for intraplate magmatism along the South Atlantic margins. Full article
(This article belongs to the Special Issue Geochronology and Geochemistry of Alkaline Rocks)
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