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Search Results (307)

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Keywords = ICP-AES

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14 pages, 1563 KB  
Article
The Association of Cadmium Exposure from Active and Passive Smoking with Sperm Quality, DNA Fragmentation, and Chromatin Decondensation in Male Partners of Infertile Couples
by Jihane Ait Benbella, Mouad El Badr, Samy Housbane, Noureddine Louanjli, Achraf Zakaria, Othmane Hammani and Rachid Aboutaieb
Stresses 2026, 6(2), 20; https://doi.org/10.3390/stresses6020020 - 10 Apr 2026
Viewed by 215
Abstract
Smoking is a major lifestyle factor associated with impaired male reproductive health, affecting both active smokers and individuals exposed to secondhand smoke. It also represents a significant source of cadmium (Cd) exposure, a toxic metal associated with altered sperm quality. This study aimed [...] Read more.
Smoking is a major lifestyle factor associated with impaired male reproductive health, affecting both active smokers and individuals exposed to secondhand smoke. It also represents a significant source of cadmium (Cd) exposure, a toxic metal associated with altered sperm quality. This study aimed to evaluate the association between active and passive smoking and semen parameters, sperm DNA fragmentation, and chromatin decondensation, as well as cadmium (Cd) and zinc (Zn) levels in seminal plasma. A total of 280 men from infertile couples were included and categorized into three groups: 104 non-smokers (control), 90 active smokers, and 86 passive smokers. Semen samples were analyzed according to the WHO 2021 guidelines. Cadmium and zinc concentrations in seminal plasma were determined using inductively coupled plasma atomic emission spectroscopy (ICP-AES), and sperm DNA fragmentation and chromatin decondensation were evaluated. The findings indicated that both active and passive smoking were associated with impaired semen parameters, increased sperm DNA fragmentation and chromatin decondensation, decreased zinc levels, and elevated cadmium concentrations in seminal plasma. Full article
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18 pages, 16595 KB  
Article
pH- and Temperature-Dependent Dissolution Kinetics of Commercial Lightly Burned Magnesia: Bridging Methodological Gaps for Cement Applications
by Xiaowen Zhang and Juan Pablo Gevaudan
Sustainability 2026, 18(7), 3600; https://doi.org/10.3390/su18073600 - 7 Apr 2026
Viewed by 318
Abstract
Performance variability in MgO-based cements stems partly from poorly characterized dissolution kinetics of commercial lightly burned magnesia (LBM). Existing studies focus on high-purity materials under acidic conditions, but LBM also dissolves in alkaline conditions, where Mg(OH)2 precipitation prevents reliable sampling at high [...] Read more.
Performance variability in MgO-based cements stems partly from poorly characterized dissolution kinetics of commercial lightly burned magnesia (LBM). Existing studies focus on high-purity materials under acidic conditions, but LBM also dissolves in alkaline conditions, where Mg(OH)2 precipitation prevents reliable sampling at high pH. We validated pH monitoring against ICP-AES for tracking initial LBM dissolution kinetics across pH 2.0–11.0 and temperatures 25–85 °C. Commercial LBM (32 m2/g, 7.5 wt% CaO) exhibited rates one to two orders of magnitude higher than synthetic magnesia (10−8 to 10−12 mol/cm2·s). X-ray diffraction, electron microscopy with energy-dispersive spectroscopy, and BET analysis revealed enhanced reactivity from poor crystallinity, multiphase composition, and high surface area with textural porosity. Temperature effects peaked at 75 °C before declining due to Mg(OH)2 passivation. The validated method provides practical guidance for MBC quality control and performance optimization. By providing a rapid, instrument-simple alternative to ICP-AES for reactivity assessment, it lowers the analytical barrier to systematic LBM quality control, supporting the transition of magnesia-based cements from laboratory materials to scalable low-carbon alternatives to Portland cement. Full article
(This article belongs to the Special Issue Advanced Concrete- and Cement-Based Composite Materials)
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30 pages, 6538 KB  
Article
Combined Use of FTIR and Atomic Emission Spectroscopies for Wet-Sieved Fractions of Kastanozem Soils
by Olga B. Rogova, Dmitry S. Volkov and Mikhail A. Proskurnin
Soil Syst. 2026, 10(2), 25; https://doi.org/10.3390/soilsystems10020025 - 3 Feb 2026
Viewed by 864
Abstract
FTIR spectroscopy, attenuated total reflection (ATR), and diffuse reflectance (DRIFT) modalities, along with ICP–AES spectroscopy and correlation analysis, including two-dimensional correlation spectroscopy (2DCOS), were used for the detailed analysis of Kastanozem (chestnut) soils. Microaggregates (20–200 μm) and macroaggregates (200–1000 μm) of characteristic horizons [...] Read more.
FTIR spectroscopy, attenuated total reflection (ATR), and diffuse reflectance (DRIFT) modalities, along with ICP–AES spectroscopy and correlation analysis, including two-dimensional correlation spectroscopy (2DCOS), were used for the detailed analysis of Kastanozem (chestnut) soils. Microaggregates (20–200 μm) and macroaggregates (200–1000 μm) of characteristic horizons of uncultivated (fallow) and cultivated (arable land) chestnut soils of the same origin were physically fractionated by wet sieving. The combination of these molecular and atomic spectroscopy techniques in combination with correlation analysis was able to find direct correlations between matrix-forming anions and soil organic matter (SOM) of Kastanozems. Humic substances were separated from the corresponding soil samples to reveal SOM contributions more explicitly. Microaggregates of the size fractions of 20–40 μm and 40–60 μm bore the most comprehensive information for both techniques used. Most significant differences between land-use Kastanozem samples were observed in topsoil horizons (arable P versus light-colored humic AJ horizon), and for the next pair of horizons along the profile xerometamorphic BMK horizon to structural metamorphic BM horizon. These differences included carbonate matrix and SOM amounts and composition. Topsoil arable land showed significantly smaller amounts of total organic carbon and a decrease in the share of long-chain hydrocarbons compared to fallow, which has a more distinctive character compared to similar land-use samples of Chernozem. An increase in carbonate contents with soil depth was found for both land-use samples, while the amounts and composition of the silicate matrix remained largely unchanged within the depth profile. The heterospectral 2DCOS comparison of FTIR (between horizons and land-use samples), ICP–AES (between land-use samples), and FTIR–AES (for the same sample) showed the possibility of a more reliable attribution of FTIR absorption bands and revealed the differences in the macro- and micro-aggregate elemental and SOM composition of Kastanozems. Full article
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21 pages, 3434 KB  
Article
Preparation, Characterization, and Catalytic Performance of Metal-Based Heterogeneous Catalysts for Glucose Oxidation to Gluconic Acid
by Stamatia A. Karakoulia, Asimina A. Marianou, Chrysoula M. Michailof and Angelos A. Lappas
Catalysts 2026, 16(2), 135; https://doi.org/10.3390/catal16020135 - 1 Feb 2026
Viewed by 547
Abstract
The development of non-noble metal catalysts provides a cost-effective and sustainable route for glucose oxidation to gluconic acid. In this study, a series of catalysts based on inexpensive transition metals (Cr, Cu, Ni, Fe) and/or Au were synthesized using siliceous supports (SiO2 [...] Read more.
The development of non-noble metal catalysts provides a cost-effective and sustainable route for glucose oxidation to gluconic acid. In this study, a series of catalysts based on inexpensive transition metals (Cr, Cu, Ni, Fe) and/or Au were synthesized using siliceous supports (SiO2 and MCM-41) and systematically evaluated. The aim was to partially or fully replace noble metals with lower-cost alternatives, while maintaining high catalytic performance. Comprehensive characterization—including ICP-AES for composition, N2 adsorption–desorption for porosity, XRD for structure, H2-TPR for reducibility, and NH3-TPD for acidity—was conducted to establish structure–property relationships. Among the tested catalysts, Ni- and Fe-based systems exhibited superior stability, with NiO/SiO2 achieving gluconic acid yields comparable to Au. The bimetallic Au–Ni/SiO2 catalyst displayed enhanced metal–support interactions and minimal leaching (<2%), while Au–Fe/SiO2 improved selectivity, yielding up to 23% gluconic acid, surpassing 5Fe/SiO2 (18%) and 0.3Au/SiO2 (15%), albeit with lower stability. These results highlight the potential of low-cost transition-metal and bimetallic catalysts as efficient and economically viable systems for selective glucose oxidation, providing insights for rational catalyst design in sustainable carbohydrate valorization. Full article
(This article belongs to the Section Biomass Catalysis)
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18 pages, 484 KB  
Article
Trace Element Intake from Dairy-Free Infant Porridges and Its Nutritional and Safety Implications for Infants Aged Six Months and Older
by Zuzanna Chronchol, Agata Witczak and Kamila Pokorska-Niewiada
Nutrients 2026, 18(2), 333; https://doi.org/10.3390/nu18020333 - 20 Jan 2026
Viewed by 540
Abstract
Background/Objectives: Following the cessation of breastfeeding, cereal-based complementary foods are commonly introduced into the diet of infants. Among these products, dairy-free infant porridges constitute an important component of early complementary feeding. This study aimed to evaluate dietary exposure to selected essential (Zn, [...] Read more.
Background/Objectives: Following the cessation of breastfeeding, cereal-based complementary foods are commonly introduced into the diet of infants. Among these products, dairy-free infant porridges constitute an important component of early complementary feeding. This study aimed to evaluate dietary exposure to selected essential (Zn, Fe, Mn, and Cu) and potentially toxic (Pb, Cd, and Hg) trace elements resulting from the consumption of dairy-free infant porridges by children aged six months and older. Products with different cereal compositions available on the Polish market were analyzed. Methods: Trace element concentrations were determined after microwave-assisted digestion using inductively coupled plasma atomic emission spectrometry (ICP-AES) and atomic absorption spectrometry for mercury (Hg-AAS). Results: A single recommended serving of dairy-free infant porridge contributed to the intake of essential trace elements, providing approximately 50% of the RDA for copper, 21% for zinc, 15% of the AI for manganese, and 5.7% of the RDA for iron. The concentrations of potentially harmful elements were low (Pb: 0.002–0.004 mg/kg; Cd: <0.001–0.003 mg/kg; Hg: <0.001–0.001 mg/kg). The estimated daily intake of these elements did not exceed 0.01 µg/kg body weight per day. Conclusions: Dairy-free infant porridges may contribute to the intake of essential trace elements in infants, while exposure to lead, cadmium, and mercury appears to remain low when products are consumed according to recommended serving sizes. Full article
(This article belongs to the Special Issue Infant and Toddler Feeding and Development)
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13 pages, 3366 KB  
Article
A Multi-Technique Study of 49 Gold Solidi from the Late Antique Period (Late 4th–Mid 6th Century AD)
by Giovanna Marussi, Matteo Crosera, Stefano Fornasaro, Elena Pavoni, Bruno Callegher and Gianpiero Adami
Heritage 2026, 9(1), 38; https://doi.org/10.3390/heritage9010038 - 20 Jan 2026
Viewed by 601
Abstract
This study investigates 49 gold solidi issued between the 4th and 5th century AD to determine their chemical composition. The coins were first catalogued by recording mass, diameter, and thickness. All specimens underwent non-destructive µ-EDXRF analysis to identify main elements, followed by semi-quantitative [...] Read more.
This study investigates 49 gold solidi issued between the 4th and 5th century AD to determine their chemical composition. The coins were first catalogued by recording mass, diameter, and thickness. All specimens underwent non-destructive µ-EDXRF analysis to identify main elements, followed by semi-quantitative fineness evaluation. To validate these results, six coins were randomly micro-sampled: material was dissolved in aqua regia and analysed by ICP-AES for gold quantification and ICP-MS for high precision trace element determination. The non-destructive analyses showed consistently high gold percentages, confirming authenticity and the extensive use of this noble metal during the studied period. Two distinct groups were identified based on the XRF Pt/Pd ratio, suggesting the use of gold from different sources. Comparison of μ-EDXRF and ICP-AES gold contents shows no statistically significant differences; however, this apparent agreement should be interpreted cautiously, as it mainly reflects the limited resolving power of ICP-AES at very high gold concentrations rather than definitive evidence for the absence of surface-related effects. Trace elements analysis detected low concentrations of Cu, Sn, and Pb suggesting the use of alluvial gold for minting. The presence and correlation of terrigenous elements (Al, Ca, Ti, Cr, Mn, Fe, Ni, Zn, Sr) indicate soil as the burial site. Full article
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13 pages, 1269 KB  
Article
A New, Quick Method for Testing Organic Soils Based on the Electrical Impedance Spectrum of the Measuring Coil
by Barbara Solecka, Andrzej Nowrot, Katarzyna Nowińska, Jarosław Sikorski and Adam Michczyński
Materials 2026, 19(2), 381; https://doi.org/10.3390/ma19020381 - 17 Jan 2026
Viewed by 396
Abstract
This paper presents a new, quick method for testing the content of magnetic forms of iron in organic soils. These forms are an important marker of changes occurring in the environment. This method is based on impedance spectroscopy of a measuring coil inside [...] Read more.
This paper presents a new, quick method for testing the content of magnetic forms of iron in organic soils. These forms are an important marker of changes occurring in the environment. This method is based on impedance spectroscopy of a measuring coil inside which the tested material is placed—the material serves as the core of the coil. Unlike EIS (electrochemical impedance spectroscopy), the new method does not use electrodes, is sensitive to magnetic forms of iron, and is non-contact (the measuring current does not flow through the tested material). The results of research on three materials, including brown peat and silt with plant detritus, are presented in this paper. The results showed that changes in the standardized components of the measuring coil impedance in the frequency range of 100–135 kHz enable the determination of the content of ferromagnetic iron oxide (Fe3O4). The proposed method is very sensitive to soil oxide content in the range of 0% to 8%. Additionally, elemental composition analysis was performed using ICP-AES (inductively coupled plasma–atomic emission spectroscopy), which allowed for comparison of iron and other metal content with impedance measurement results. The final results confirm the usefulness of impedance spectroscopy as a non-destructive method for studying sedimentary environments and assessing their mineral properties. Full article
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22 pages, 3015 KB  
Article
Spatial Distribution, Health Risks and Heavy Metal Pollution Assessment of Surface Water Under Multiple Anthropogenic Stressors: Case Study in Middle Moulouya Watershed, Morocco
by Zarzouki Rachid, Nouayti Nordine, El Fadili Hamza, Krime Anas, Hasni Soufiane and Elisabete P. Carreiro
Resources 2025, 14(12), 183; https://doi.org/10.3390/resources14120183 - 28 Nov 2025
Viewed by 1286
Abstract
The worldwide issue of surface water contamination by heavy metals is a matter of great concern, as it has the potential to affect human health. This study intended to compute heavy metal contamination and human health risks in surface water using the following [...] Read more.
The worldwide issue of surface water contamination by heavy metals is a matter of great concern, as it has the potential to affect human health. This study intended to compute heavy metal contamination and human health risks in surface water using the following pollution indices: heavy metal pollution index (HPI), contamination index (CI), metal index (MI), ecological risk index (ERI), human health risk and statistical analysis. For this purpose, eleven water samples were gathered and analyzed by ICP-AES for trace metals such as Pb, As, Zn, Cd, Cu, and Ni. The results showed that heavy metal concentrations varied significantly throughout the study area, with Pb, As, and Cd levels exceeding the WHO limits for drinking purposes. Pollution indices indicated low to high water contamination, with HPI results ranging from 16.41 to 862.18 and from 12.76 to 774.03, above the critical value of 100, requiring serious interventions to reduce heavy metal pollution. MI results range from 0.90 to 20.92 and from 0.70 to 18.41 and CI values range from 0.34 to 20.38 and from 0.15 to 17.86 in the dry and wet periods, respectively, with different contamination levels observed throughout the study area; ERI showed low to considerable ecological risk. Nonetheless, the non-carcinogenic risk, THI < 1, indicates low health risks, while the carcinogenic risk for As and Cd was significantly higher than the negligible threshold of 10−6, suggesting tolerable health risks. However, managing the contaminated area and minimizing the metal concentrations and predominant routes through which metals impact human health should be priorities for long-term development and to establish a favorable environment. Full article
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18 pages, 1138 KB  
Review
Determination of Inorganic Elements in Paper Food Packaging Using Conventional Techniques and in Various Matrices Using Microwave Plasma Atomic Emission Spectrometry (MP-AES): A Review
by Maxime Chivaley, Samia Bassim, Vicmary Vargas, Didier Lartigue, Brice Bouyssiere and Florence Pannier
Analytica 2025, 6(4), 41; https://doi.org/10.3390/analytica6040041 - 9 Oct 2025
Viewed by 2157
Abstract
As one of the world’s most widely used packaging materials, paper obtains its properties from its major component: wood. Variations in the species of wood result in variations in the paper’s mechanical properties. The pulp and paper production industry is known to be [...] Read more.
As one of the world’s most widely used packaging materials, paper obtains its properties from its major component: wood. Variations in the species of wood result in variations in the paper’s mechanical properties. The pulp and paper production industry is known to be a polluting industry and a consumer of a large amount of energy but remains an essential heavy industry globally. Paper production, based largely on the kraft process, is mainly intended for the food packaging sector and, thus, is associated with contamination risks. The lack of standardized regulations and the different analytical techniques used make information on the subject complex, particularly for inorganic elements where little information is available in the literature. Most research in this field is based on sample preparation using mineralization via acid digestion to obtain a liquid and homogeneous matrix, mainly with a HNO3/H2O2 mixture. The most commonly used techniques are Atomic Absorption Spectrometry (AAS), Inductively Coupled Plasma Atomic Emission Spectrometry (ICP-AES), and Inductively Coupled Plasma Mass Spectrometry (ICP-MS), each with its advantages and disadvantages, which complicates the use of these tech-niques for routine analyses on an industrial site. In the same field of inorganic compound analysis, Microwave Plasma Atomic Emission Spectrometry (MP-AES) has become a real alternative to techniques such as AAS or ICP-AES. This technique has been used in several studies in the food and environmental fields. This publication aims to examine, for the first time, the state of the art regarding the analysis of inorganic elements in food packaging and different matrices using MP-AES. The entire manufacturing process is studied to identify possible sources of inorganic contaminants. Various analytical techniques used in the field are also presented, as well as research conducted with MP-AES to highlight the potential benefits of this technique in the field. Full article
(This article belongs to the Section Spectroscopy)
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24 pages, 4302 KB  
Article
New Data on Phase Composition and Geochemistry of the Muschelkalk Carbonate Rocks of the Upper Silesian Province in Poland
by Katarzyna J. Stanienda-Pilecki and Rafał Jendruś
Appl. Sci. 2025, 15(19), 10751; https://doi.org/10.3390/app151910751 - 6 Oct 2025
Cited by 1 | Viewed by 708
Abstract
Detailed description of phase composition and geochemistry of the Muschelkalk carbonate rocks of the Upper Silesian Province in Poland were presented in this article. The tests were carried out to determine mineralogical features and geochemical properties. The samples were collected from the formations [...] Read more.
Detailed description of phase composition and geochemistry of the Muschelkalk carbonate rocks of the Upper Silesian Province in Poland were presented in this article. The tests were carried out to determine mineralogical features and geochemical properties. The samples were collected from the formations of the Lower Muschelkalk (Gogolin Unit), Middle Muschelkalk (Diplopore Dolomite Unit) and Upper Muschelkalk (Tarnowice Unit, Boruszowice Unit). The following research methods were used: macroscopic description, X-Ray Diffraction, Fourier transform infrared spectroscopy, X-Ray Fluorescence and Atomic spectrometry with plasma intensification. The following carbonate phases were identified: a low-Mg calcite, a high-Mg calcite, a proto-dolomite, an ordered dolomite and a huntite. The results of XRD analysis allowed the determination of the chemical formulas of the mineral phases. XRF and ICP AES analyses allowed to establish the content of following trace elements: Sr, Ba, Al, Si, Fe, Mn, K, Na, S, Cl, Ti, Cr, Ni, Zn, Rb, Zr, Pb, As, V, Be, B, Co, Cu, Br, Mo and Cd. Apart from Sr and Ba, they are not fundamental components of carbonate rocks. They indicate the presence of minerals such as silicates, aluminosilicates, oxides and sulfides. Full article
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22 pages, 595 KB  
Article
An Assessment of the Public Health Risk Associated with Consumption of Imported Fish Based on the Intake of Essential and Harmful Elements
by Agata Witczak, Artur Ciemniak, Beata Więcaszek, Sławomir Keszka, Mikołaj Protasowicki and Kamila Pokorska-Niewiada
Molecules 2025, 30(18), 3836; https://doi.org/10.3390/molecules30183836 - 22 Sep 2025
Cited by 2 | Viewed by 1925
Abstract
Despite its many important health benefits, fish consumption is associated with a growing risk of toxicity due to increasing levels of environmental pollution. Therefore, this study compared the potential risks to human health associated with the consumption of imported fish and locally produced [...] Read more.
Despite its many important health benefits, fish consumption is associated with a growing risk of toxicity due to increasing levels of environmental pollution. Therefore, this study compared the potential risks to human health associated with the consumption of imported fish and locally produced fish, which may be contaminated with toxic elements. A selection of the most commonly consumed fish in Poland, imported and domestic, was assayed for 11 trace elements in muscle tissue using ICP-AES, CV-AAS and GF-AAS. In general, the levels of toxic elements decreased according to the following sequence: As > Hg > Cd > Pb; however, the values of lead were slightly higher than those of cadmium in cod. All imported fish contained significantly more cadmium than the Polish species. Our assessment of EDI, THQ, TTHQ, TWI, PTMI and BMDL01 indicates that typical levels of consumption of fish do not pose a risk based on the assumed intake. The highest TTHQ was observed in tilapia, but it did not exceed 0.169. This was well below the acceptable value. Hence, the consumption of these fish does not appear to entail any non-carcinogenic or carcinogenic health risks. In addition, the estimated consumer risk parameters indicate no risk to consumer health in the short term; however, the presence of these elements may present a long-term hazard due to the potential for bioaccumulation. Continuous monitoring of trace element concentrations, especially toxic ones, is recommended for the protection of communities in both local and global contexts. Our findings provide a clearer picture of the health risk associated with the consumption of fish in the Polish market. Full article
(This article belongs to the Special Issue Chemical Analysis of Pollutant in the Environment)
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44 pages, 3841 KB  
Review
Emerging Analytical Techniques for Rare Earth Element Study: Basic Principles and Cutting-Edge Developments
by Heru Agung Saputra, Demas Aji, Badrut Tamam Ibnu Ali and Asranudin
Analytica 2025, 6(3), 35; https://doi.org/10.3390/analytica6030035 - 10 Sep 2025
Cited by 3 | Viewed by 5917
Abstract
Fundamental research, exploration, extraction, and metallurgical studies of rare earth elements (REEs) require the use of analytical techniques. Recently, emerging developments of analytical instrumentation for REEs have taken place, with some of them having shrunk in size, becoming handheld devices. The Flame and [...] Read more.
Fundamental research, exploration, extraction, and metallurgical studies of rare earth elements (REEs) require the use of analytical techniques. Recently, emerging developments of analytical instrumentation for REEs have taken place, with some of them having shrunk in size, becoming handheld devices. The Flame and Graphite Furnace AAS, ICP-OES, and MP-AES are standard laboratory techniques used for the analysis of REEs. ICP-MS, ICP-MS/MS, ICP-TOF-MS, HR-ICP-MS, MH-ICP-MS, and MC-ICP-MS are popular techniques for REE analysis thanks to their ultrahigh sensitivity, minimal interference effects, and broad applicability. The INAA, XRF, LIBS, and LA-based ICP-MS techniques are widely employed for the direct analysis of solid samples. The TIMS, SIMS, and SHRIMP are common techniques used for dating isotopic REE deposits. The portable XRF, LIBS, and Raman spectrometer devices can perform on-the-spot in situ analysis, which may help make speedy decisions in the exploration study of REEs. Currently, hyperspectral remote sensing platforms, such as handheld, drone, and satellite-based devices, are preferred for the exploration of REEs due to their cost-effectiveness, which enables the coverage of large areas in a limited amount of time. The use of microanalytical sensors installed on remotely operated vehicles has been successfully applied in analyzing rich REE-bearing deposits in the deep sea. In general, this review provides in-depth information on all essential aspects, from analytical instruments to cutting-edge developments in the analysis of REE-bearing resources. Full article
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27 pages, 3247 KB  
Article
Impact of Historical Mining and Metallurgical Technologies on Soil and Sediment Composition Along the Ibar River
by Robert Šajn, Jasminka Alijagić and Trajče Stafilov
Minerals 2025, 15(9), 955; https://doi.org/10.3390/min15090955 - 6 Sep 2025
Cited by 1 | Viewed by 1801
Abstract
This study systematically investigates soil and stream sediment along the 165 km Ibar River to examine the origin and transfer of pollutants. The research focuses on the environmental impact of long-term mining and irregular waste management, as well as natural enrichment related to [...] Read more.
This study systematically investigates soil and stream sediment along the 165 km Ibar River to examine the origin and transfer of pollutants. The research focuses on the environmental impact of long-term mining and irregular waste management, as well as natural enrichment related to weathering processes. A comprehensive sampling campaign was conducted, collecting 70 samples from 14 locations. At each location, samples of river sediment, floodplain soil (0–5 cm and 20–30 cm depths), and river terrace soil (same depths) were collected. The contents of 21 elements (Ag, Al, As, B, Ba, Ca, Cd, Cr, Cu, Fe, K, Li, Mg, Mn, Na, Ni, P, Pb, Sr, V, and Zn) were determined using inductively coupled plasma atomic emission spectrometry (ICP-AES). Analysis of Variance (ANOVA) was performed to identify statistically significant differences in element contents between defined zones, sampled materials (river sediments, floodplain soils, and river terrace soils), and sampled soil horizons (topsoil, 0–5 cm, and subsoil, 20–30 cm). Multivariate analysis, including correlation coefficient, cluster analysis, and principal component analysis, revealed two distinct groups of elements with highly significant correlation coefficients (r > 0.7). The first group, comprising Ag, As, Cd, Cu, Mn, and Zn, indicates anthropogenic enrichment, likely resulting from mining and smelting activities in the middle flow of the Ibar River (The Mining and Metallurgical Complex Trepča). The second group, consisting of Cr, Mg, and Ni, suggests enrichment related to the weathering of elements from the ophiolite zone in the lower Ibar River. The study found high enrichment ratios of toxic elements like arsenic, cadmium, lead, and zinc, particularly in stream sediments and floodplains. Notably, arsenic contents exceeded European averages by up to 57 times in stream sediments, posing a significant environmental concern due to its high content. Full article
(This article belongs to the Special Issue Mineralogy and Geochemistry of Sediments)
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21 pages, 2738 KB  
Article
Multivariate and Machine Learning-Based Assessment of Soil Elemental Composition and Pollution Analysis
by Wael M. Badawy, Fouad I. El-Agawany, Maksim G. Blokhin, Elsayed S. Mohamed, Alexander Uzhinskiy and Tarek M. Morsi
Environments 2025, 12(8), 289; https://doi.org/10.3390/environments12080289 - 21 Aug 2025
Cited by 3 | Viewed by 1371
Abstract
The present study provides a comprehensive characterization of soil elemental composition in the Nile Delta, Egypt. The soil samples were analyzed using Inductively Coupled Plasma Atomic Emission Spectrometry (ICP-AES), highly appropriative for the major element determination and Inductively Coupled Plasma Mass Spectrometry (ICP–MS), [...] Read more.
The present study provides a comprehensive characterization of soil elemental composition in the Nile Delta, Egypt. The soil samples were analyzed using Inductively Coupled Plasma Atomic Emission Spectrometry (ICP-AES), highly appropriative for the major element determination and Inductively Coupled Plasma Mass Spectrometry (ICP–MS), outstanding for the trace element analysis. A total of 55 elements were measured across 53 soil samples. A variety of statistical and analytical techniques, including both descriptive and inferential methods, were employed to assess the elemental composition of the soil. Bivariate and multivariate statistical analyses, discriminative ternary diagrams, ratio biplots, and unsupervised machine learning algorithms—such as Principal Component Analysis (PCA), t-Distributed Stochastic Neighbour Embedding (t-SNE), and Hierarchical Agglomerative Clustering (HAC)—were utilized to explore the geochemical similarities between elements in the soil. The application of t-SNE for soil geochemistry is still emerging and is characterized by the fact that it preserves the local distribution of elements and reveals non-linear relationships in geochemical research compared to PCA. Geochemical background levels were estimated using Bayesian inference, and the impact of outliers was analyzed. Pollution indices were subsequently calculated to assess potential contamination. The findings suggest that the studied areas do not exhibit significant pollution. Variations in background levels were primarily attributed to the presence of outliers. The clustering results from PCA and t-SNE were consistent in terms of accuracy and the number of identified groups. Four distinct groups were identified, with soil samples in each group sharing similar geochemical properties. While PCA is effective for linear data, t-SNE proved more suitable for nonlinear dimensionality reduction. These results provide valuable baseline data for future research on the studied areas and for evaluating their environmental situation. Full article
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14 pages, 8139 KB  
Article
Flooded Historical Mines of the Pitkäranta Area (Karelia, Russia): Heavy Metal(loid)s in Water
by Evgeniya Sidkina and Artem Konyshev
Water 2025, 17(16), 2418; https://doi.org/10.3390/w17162418 - 15 Aug 2025
Viewed by 1241
Abstract
Mining activities have long-term impacts on the environment even after the active stage. Historical mines developed in the 19th and 20th centuries for tin, copper, and mainly iron ore are located in the Pitkäranta area (Karelia, Russia). These objects are considered in our [...] Read more.
Mining activities have long-term impacts on the environment even after the active stage. Historical mines developed in the 19th and 20th centuries for tin, copper, and mainly iron ore are located in the Pitkäranta area (Karelia, Russia). These objects are considered in our research as natural–anthropogenic sites of long-term water–rock interaction. Waters from flooded mines are the subject of this research. Redox conditions, pH, dissolved oxygen content, conductivity, and water temperature were determined during field work. The chemical composition of natural waters was determined by ICP-MS, ICP-AES, ion chromatography, potentiometric titration, and spectrophotometry. Our investigation showed that the mine waters are fresh and predominantly calcium–magnesium hydrocarbonate; most samples showed elevated sulfate ion contents. Circumneutral pH values and the absence of extremely high concentrations of heavy metals indicate neutral mine drainage. However the calculation of the accumulation coefficient showed the highest levels for siderophile elements relative to the corresponding data of the geochemical regional background. Moreover, zinc has the highest content in the series of heavy metal(loid)s considered. The maximum concentration of zinc was determined in the water of one of the shafts of the Lupikko mine, i.e., 5205 µg/L. The accumulation of heavy metals occurs in the process of long-term interaction of water–rock–organic matter under conductive redox conditions. Overall, the research highlighted the relevance of investigating the geochemistry of historical mines in the Pitkäranta area both from the perspective of environmental safety and the preservation of mining sites for scientific and educational purposes. Full article
(This article belongs to the Section Water Quality and Contamination)
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