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35 pages, 18734 KB  
Review
Biodiversity-Centered Blue Carbon Management in Vegetated Coastal Wetlands: A Review of Conservation, Restoration, Monitoring, and Climate Adaptation Across Mangroves, Seagrass Beds, and Salt Marshes
by Yan Zheng, Wenhai Lu and Hefeng Wang
Diversity 2026, 18(7), 388; https://doi.org/10.3390/d18070388 - 24 Jun 2026
Abstract
Vegetated coastal wetlands, especially mangroves, seagrass beds, and salt marshes, are biodiversity-rich ecosystems whose blue carbon outcomes depend on living communities, sediment dynamics, hydrological connectivity, and landscape context. Biodiversity conservation and blue carbon management are often assessed through separate scientific, monitoring, and policy [...] Read more.
Vegetated coastal wetlands, especially mangroves, seagrass beds, and salt marshes, are biodiversity-rich ecosystems whose blue carbon outcomes depend on living communities, sediment dynamics, hydrological connectivity, and landscape context. Biodiversity conservation and blue carbon management are often assessed through separate scientific, monitoring, and policy frameworks. This review uses a staged literature search and thematic synthesis to examine biodiversity–blue carbon linkages across the three major vegetated coastal wetland types. It considers how taxonomic, genetic, functional, and habitat diversity influence productivity, sediment stabilization, trophic exchange, carbon stocks, carbon burial, and carbon retention. It also evaluates how climate change, habitat fragmentation, hydrological alteration, pollution, and anthropogenic disturbance weaken these linkages. The synthesis compares representative carbon-stock and burial-rate baselines, examines conservation and restoration synergies and trade-offs, and expands the discussion of seagrass regime shifts. Field surveys, remote sensing, unmanned aerial vehicles, environmental DNA, and AI-enabled data integration are placed within a tiered monitoring framework. The review further develops an operational decision pathway for biodiversity-centered blue carbon management. Persistent blue carbon benefits arise where conservation and restoration maintain native communities, hydrological exchange, sediment stability, habitat complexity, migration space, and long-term stewardship capacity. Full article
(This article belongs to the Special Issue Biodiversity and Ecosystem Conservation of Coastal Wetlands)
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19 pages, 3586 KB  
Article
Oxygen Dynamics in the Rhizosphere of Vallisneria spiralis Characterized by a Fluorescent Planar Optode
by Jingwei Tan, Zhihao Wu, Xiaosong Yang, Weidong Jin, Yiming Zhao and Qing Cai
Plants 2026, 15(13), 1935; https://doi.org/10.3390/plants15131935 - 23 Jun 2026
Viewed by 59
Abstract
Oxygen (O2) leakage in macrophyte rhizospheres is an adaptive strategy for hypoxic environments, which is important in lake ecological restoration. In this investigation, the fluorescent planar optode (PO) technique is used for two-dimensional (2D) distribution of dissolved O2 at a [...] Read more.
Oxygen (O2) leakage in macrophyte rhizospheres is an adaptive strategy for hypoxic environments, which is important in lake ecological restoration. In this investigation, the fluorescent planar optode (PO) technique is used for two-dimensional (2D) distribution of dissolved O2 at a submillimeter scale in the rhizosphere of Vallisneria spiralis under various environmental conditions. The spatial heterogeneity in the distribution of oxic microniches is frequently verified in the rhizosphere. The radial oxygen loss (ROL) rate for root systems is characterized by the following sequence: basal root (20.6 ± 5.1–49.6 ± 9.5 nmol m−2 s−1, n = 7) > lateral root (14.1 ± 4.1–36.6 ± 8.3 nmol m−2 s−1, n = 7) > root tip (13.1 ± 4.6–28.8 ± 6.4 nmol m−2 s−1, n = 7). The O2 maximum value on lines transecting each kind of root also obeys the sequence mentioned above. For one typical root, (1) O2 decreases from 131.2 ± 2.4–147.4 ± 3.7 μmol L−1 at the root center to 47.2 ± 1.4–75.9 ± 2.2 μmol L−1 in the rhizosphere fringe due to O2 supply from the root surface and O2 consumption in rhizosphere sediment, and (2) the furthest distance from the aboveground part to the root tip leads to the lowest O2 concentration at the root apex of that root. The light/dark transition and O2 level in overlying water modulate the photosynthetic activity of leaves and the transfer of oxygen in the water column through aerenchyma tissue to the roots. The sequence of the oxygenated area (%), ROL rate, and O2 concentration in rhizosphere sediment under various conditions is demonstrated as: high illumination/high O2 > darkness/high O2 > high illumination/low O2 > darkness/low O2. The effect of O2 in water on the ROL of Vallisneria spiralis is more distinct than illumination. Oxygen storage in roots, and especially O2 diffusion from overlying water, can supplement O2 deficiency in the rhizosphere during the cessation of photosynthesis under darkness. This research advances the understanding of complex interrelationships among O2 dynamics in different root parts, photosynthesis, O2 in overlying water and O2 transfer through plant aerenchyma to the rhizosphere. Full article
(This article belongs to the Section Plant Physiology and Metabolism)
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17 pages, 868 KB  
Article
Early Postoperative Inflammatory Response After Total Hip Arthroplasty: Standard Cement, Pre-Chilled Cement, and Cementless Fixation
by Gergo Tamas Szoradi, Andrei Marian Feier, Sandor Gyorgy Zuh, Octav Marius Russu and Tudor Sorin Pop
Appl. Sci. 2026, 16(13), 6303; https://doi.org/10.3390/app16136303 (registering DOI) - 23 Jun 2026
Viewed by 79
Abstract
Background: This non-randomized, observational study compared early postoperative inflammation in total hip arthroplasty using standard polymethyl methacrylate cement, pre-chilled polymethyl methacrylate cement, and cementless fixation. Methods: 72 patients (mean age 66.9 ± 8.8) undergoing total hip arthroplasty were divided into three groups ( [...] Read more.
Background: This non-randomized, observational study compared early postoperative inflammation in total hip arthroplasty using standard polymethyl methacrylate cement, pre-chilled polymethyl methacrylate cement, and cementless fixation. Methods: 72 patients (mean age 66.9 ± 8.8) undergoing total hip arthroplasty were divided into three groups (n = 24 each): standard antibiotic-loaded polymethyl methacrylate cement, pre-chilled polymethyl methacrylate cement, and cementless fixation. Serum interleukin-6, tumor necrosis factor-alpha, C-reactive protein, and erythrocyte sedimentation rate were measured preoperatively and 24 h postoperatively. Results: All biomarkers increased significantly after surgery (p < 0.001). Postoperative levels were significantly higher in both cemented groups versus the cementless group (p < 0.001). No significant differences were observed between the standard and pre-chilled groups for most markers. Conclusions: Cemented arthroplasty was associated with higher early systemic inflammation than cementless fixation, although these differences were heavily confounded by baseline characteristics, including older age, poorer bone quality, and greater comorbidity burden. Addressing limited comparative data on pre-chilled PMMA cement, this prospective observational pilot study found no significant reduction in systemic inflammatory markers with pre-chilling, although local thermal protection cannot be excluded. Only biochemical markers were evaluated; no clinical endpoints were assessed. Consequently, no clinical conclusions can be drawn, and the findings are hypothesis-generating with limited current translational impact. Full article
(This article belongs to the Section Applied Biosciences and Bioengineering)
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22 pages, 5863 KB  
Article
Modelling the Hydrological and Flooding Behavior of a Caribbean Basin Merging Satellite Rainfall Data and Field Data
by Andrea Gianni Cristoforo Nardini, Giacomo Pellegrini, Luca Mao, Yoiner Ariza, Fayder Herrera, Jairo René Escobar Villanueva and Emirielys Andrea Ospino Navarro
Water 2026, 18(12), 1527; https://doi.org/10.3390/w18121527 - 21 Jun 2026
Viewed by 282
Abstract
The Tomarrazón-Camarones Basin (La Guajira, Colombia) is characterized by frequent, widespread flooding and, anthropogenically, by intense instream sediment mining. Mapping flood hazard is hence essential to develop effective flood management plans, and a knowledge of the water regime (duration curves) is also essential [...] Read more.
The Tomarrazón-Camarones Basin (La Guajira, Colombia) is characterized by frequent, widespread flooding and, anthropogenically, by intense instream sediment mining. Mapping flood hazard is hence essential to develop effective flood management plans, and a knowledge of the water regime (duration curves) is also essential to estimate sediment transport and carry out sediment budgets to inform on the impacts and sustainability of the mining activity. However, neither water levels nor discharges are monitored by official gauging stations, and only a few rainfall gauging stations are available in the area, with daily records often affected by data gaps. Therefore, a first challenge is to reconstruct discharge time series by an affordable effort, scaled to the financial-labour resources available in that challenging context. This paper presents an integrated approach that combines satellite-derived rainfall data with ground observations. A semi-distributed hydrological model (HEC-HMS, SCS-CN method) is used to reconstruct the full flow-rate time series once calibrated and validated with data derived from automatic sensors and field measurements. The model is fed with hourly data derived from daily data at ground gauging stations temporally downscaled by adopting the spatially distributed hourly rainfall patterns obtained from satellite records. Before that, observed water levels in three stations equipped with water level sensors were translated into discharge time series using analytical relationships based on field-measured geometric and physical characteristics. Then, these event-based hydrographs were used to calibrate and validate the model. Results show good agreement with observations, with R2 = 0.981 and a relative RMSE of 40% for overall hydrograph reproduction, and R2 = 0.87 for peak flow estimation, supporting a reasonable confidence in the approach. The calibrated model is then applied to long-term datasets (1973–2024) to retrieve duration curves and return periods of peak discharges. Full article
(This article belongs to the Special Issue Climate Change and Hydrological Processes, 3rd Edition)
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23 pages, 3974 KB  
Article
Clinical Application of Heparin-Conjugated Fibrin Hydrogel in the Treatment of Osteochondral Defects of the Talus: Preliminary Results
by Dina Saginova, Meruyert Makhmetova, Yerik Raimagambetov, Bagdat Balbossynov, Vyacheslav Ogay and Ulunay Kanatli
Biomedicines 2026, 14(6), 1398; https://doi.org/10.3390/biomedicines14061398 - 21 Jun 2026
Viewed by 177
Abstract
Background: Osteochondral lesions of the talus (OLT) remain a challenging condition due to the limited regenerative potential of articular cartilage. Conventional bone marrow stimulation (BMS) techniques often result in fibrocartilage formation with inferior biomechanical properties. This study aimed to evaluate the safety [...] Read more.
Background: Osteochondral lesions of the talus (OLT) remain a challenging condition due to the limited regenerative potential of articular cartilage. Conventional bone marrow stimulation (BMS) techniques often result in fibrocartilage formation with inferior biomechanical properties. This study aimed to evaluate the safety and preliminary clinical efficacy of an arthroscopically assisted, single-stage injection of a heparin-conjugated fibrin hydrogel (HCFH) for OLT treatment. Methods: Twelve patients with symptomatic OLT underwent arthroscopic debridement, microfracturing, and HCFH injection containing autologous mesenchymal stromal cells (MSCs) and growth factors. Safety was assessed through systematic monitoring of adverse events (graded according to Common Terminology Criteria for Adverse Events criteria), wound healing, and serial laboratory inflammatory markers (leukocytes, erythrocyte sedimentation rate, C-reactive protein) during early and late follow-up. Clinical outcomes were evaluated using the Visual Analog Scale (VAS) and American Orthopedic Foot and Ankle Society score (AOFAS) preoperatively and at 6 and 12 months. Morphological assessment was performed using magnetic resonance imaging (MRI) with the modified Magnetic Resonance Observation of Cartilage Repair Tissue (MOCART) scoring system, evaluated independently by two blinded musculoskeletal radiologists. Results: No serious adverse events (Grade III–IV) were observed during the 12-month follow-up. All adverse events were mild (Grade I) and self-limited. A transient postoperative elevation in inflammatory markers was observed, returning to clinically acceptable levels by day 14. Significant improvements were noted in pain (VAS decreased from 6.0 to 2.0) and ankle function (AOFAS increased from 70.0 to 90.6) (p < 0.001). MRI demonstrated progressive morphological improvement, with the MOCART score increasing from 34.16 ± 17.1 at 6 months to 75 ± 5.43 at 12 months (p < 0.001). This increase corresponded with imaging features consistent with tissue maturation over time. The favorable MOCART outcomes observed in this study may be explained by the regenerative properties of heparin-conjugated fibrin hydrogels; however, larger randomized controlled trials with longer follow-up are needed to confirm the durability of the regenerated tissue. Interobserver agreement was substantial to almost perfect for MOCART scoring (κ = 0.68–0.84), with perfect agreement observed for surface assessment, bony defect/overgrowth, and cysts. Conclusions: Within the limitations of this study, single-stage HCFH injection demonstrated an acceptable safety profile and favorable preliminary clinical and radiological outcomes at 12 months. These findings suggest potential regenerative capability; however, controlled studies with larger cohorts and longer follow-up are required to determine comparative efficacy and long-term durability. Full article
(This article belongs to the Section Biomedical Engineering and Materials)
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16 pages, 3650 KB  
Article
Prognostic Significance of Inflammatory Markers in Patients with Immune Thrombocytopenia
by Nur Oğuz Davutoğlu, Ali İhsan Gemici, Merve Kocaköse, Selçuk Uylaş, Şeyma Tanır, Gökhan Pektaş and Mehmet Bilgehan Pektaş
Int. J. Mol. Sci. 2026, 27(12), 5528; https://doi.org/10.3390/ijms27125528 - 18 Jun 2026
Viewed by 125
Abstract
Immune thrombocytopenia (ITP) is a heterogeneous autoimmune disorder characterized by immune-mediated platelet destruction and impaired platelet production. Increasing evidence suggests that systemic inflammation plays a significant role in disease pathogenesis and clinical outcomes. This study aimed to evaluate the prognostic significance of inflammatory [...] Read more.
Immune thrombocytopenia (ITP) is a heterogeneous autoimmune disorder characterized by immune-mediated platelet destruction and impaired platelet production. Increasing evidence suggests that systemic inflammation plays a significant role in disease pathogenesis and clinical outcomes. This study aimed to evaluate the prognostic significance of inflammatory indices and their association with complications, mortality, treatment response, and relapse in patients with ITP. In this single-center retrospective study, 166 adult patients diagnosed with primary ITP between January 2015 and December 2024 were analyzed. Demographic, clinical, and laboratory data at diagnosis were collected. Inflammatory indices derived from complete blood count parameters, including neutrophil-to-lymphocyte ratio (NLR) and platelet-to-lymphocyte ratio (PLR), were evaluated. Their associations with clinical outcomes were assessed using appropriate statistical methods. During the observation period based on retrospective medical records, complications occurred in 12% of patients, and mortality was observed in 6.6%. Patients with complications had significantly higher D-dimer levels and reduced bone marrow megakaryocyte production. In group comparisons, mortality was significantly associated with advanced age, male sex, and comorbidities. Laboratory findings revealed that lower hemoglobin, lymphocyte count, mean platelet volume, and albumin levels, along with higher PLR, erythrocyte sedimentation rate, bilirubin, and D-dimer levels, were significantly associated with mortality. Inflammatory indices such as NLR and PLR were not associated with complication development, but PLR was significantly associated with mortality. Response to intravenous immunoglobulin (IVIG) therapy was significantly associated with higher total protein, albumin, and fibrinogen levels, and lower erythrocyte sedimentation rate. Relapse was significantly associated in group comparisons with increased inflammatory activity, higher reticulocyte count, and positivity for antinuclear antibodies and Helicobacter pylori antigen. Systemic inflammation and impaired megakaryopoiesis play critical roles in the prognosis of ITP. While conventional inflammatory indices showed limited predictive value for complications, markers such as PLR, D-dimer, and albumin were associated with mortality and clinical outcomes. These findings suggest that readily available laboratory parameters may provide valuable insights for risk stratification and personalized management in patients with ITP. Full article
(This article belongs to the Section Molecular Pathology, Diagnostics, and Therapeutics)
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23 pages, 11232 KB  
Article
Extreme Streamflow and Sediment Yield Responses and Seasonal Eco-Hydrological Stress in the Koshi River Basin Under a Warming and Wetting Climate
by Chengjiang Deng, Bo Kong, Huan Yu, Han Wang, Jianan Li, Kangkang Li and Yunfeng Gao
Water 2026, 18(12), 1502; https://doi.org/10.3390/w18121502 - 18 Jun 2026
Viewed by 148
Abstract
This study established a refined, distributed SWAT modeling framework that integrates elevation-band and snowmelt modules to reconstruct the alpine hydrological and sediment cycles of the Koshi River Basin (KRB) over the period 1990–2024, with climate scenarios constructed using the delta change approach. The [...] Read more.
This study established a refined, distributed SWAT modeling framework that integrates elevation-band and snowmelt modules to reconstruct the alpine hydrological and sediment cycles of the Koshi River Basin (KRB) over the period 1990–2024, with climate scenarios constructed using the delta change approach. The KRB, a major transboundary watershed traversing China, Nepal, and India, was selected owing to its critical hydro-climatic role under the destabilizing “Asian Water Tower”; it generates substantial sediment yield, hosts the densest concentration of hydropower potential within the Ganges system, and spans an extreme vertical gradient from Mount Everest to the southern alluvial plains. Results reveal accelerated warming at a rate of 0.21 °C per decade and an overall warming–wetting trend, punctuated by an abrupt interdecadal shift around 2015. Precipitation dominated interannual streamflow variability, with enhanced rainfall triggering basin-wide sediment surges that overwhelmed the natural buffering capacity of the land surface. Conversely, rising temperatures intensified actual evapotranspiration, markedly depleting soil water and reducing total water yield and monsoon runoff, although sustained snow and glacier melt effectively elevated the dry-season low-flow baseline. The integrated climate forcing reshaped the disparity between hydrological extremes, imposing severe seasonal eco-hydrological stress that manifested as a pre-monsoon deficit in terrestrial green water and acute summer sediment outbursts for aquatic habitats. Furthermore, the flood regime exhibited an altered distribution, with mid-to-high frequency floods enhanced while low-frequency extreme flood peaks declined. The hydro-sedimentological regime consequently exhibits pronounced nonlinear responses to climate change, providing a critical, threshold-based scientific foundation for adaptive transboundary water resource management. Full article
(This article belongs to the Section Water and Climate Change)
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39 pages, 9118 KB  
Review
Radioisotopic Approaches to Understanding Lake Sediment History
by Noha Imam
Limnol. Rev. 2026, 26(2), 28; https://doi.org/10.3390/limnolrev26020028 - 17 Jun 2026
Viewed by 165
Abstract
Radioisotopic techniques provide powerful tools for reconstructing the history of lake sediments, offering critical insights into past environmental changes and human impacts. These techniques have contributed significantly to our understanding of past environmental change and have implications for current environmental management practices. This [...] Read more.
Radioisotopic techniques provide powerful tools for reconstructing the history of lake sediments, offering critical insights into past environmental changes and human impacts. These techniques have contributed significantly to our understanding of past environmental change and have implications for current environmental management practices. This review comprehensively examines various radiometric dating techniques used for lake sediments, with a focus on natural, cosmogenic, and artificial radionuclides, including 210Pb, 137Cs, 241Am, 7Be, 3H, and 14C. The review highlights the widespread use of radionuclides in establishing sediment chronologies across different time scales, from short-term processes (days to decades) to long-term environmental reconstructions spanning thousands of years. Moreover, applications in limnological research are explored, including sedimentation rate estimation, reconstruction of pollution history of trace elements, nutrients, microplastics, and organic compounds, and assessment of anthropogenic impacts and catchment changes. The integration of radioisotopic methods with multiproxy paleolimnological approaches is emphasized as a powerful framework for reconstructing past environmental and ecological conditions. Despite their effectiveness, radioisotopic methods are exposed to several sources of uncertainty, including dispersion in atmospheric isotope flux, post-depositional processes, reservoir effects, and model assumptions. These challenges highlight the importance of careful methodological selection, site-specific evaluation, and rigorous uncertainty assessment in radioisotopic studies of lake sediments. Future research should emphasize refining sediment age-model calibration using region-specific sedimentation parameters and standardized validation procedures, and integrating radiometric techniques with geochemical, biological, and paleolimnological proxies to improve the reconstruction of environmental change in lacustrine systems. Such developments would enhance the interpretation of historical pollution records, sediment accumulation patterns, eutrophication history, and ecological variability, thereby providing scientifically robust information to support evidence-based lake management, restoration programs, and long-term conservation strategies. Full article
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21 pages, 2999 KB  
Article
Study of Polyurethane Microplastics Removal from Water Using Smart Installation
by Daniela Simina Stefan, Gheorghe Pauna, Andreea Alexandra Barbu, Rachid Aziam and Ana Iulia Stefan
Polymers 2026, 18(12), 1513; https://doi.org/10.3390/polym18121513 - 17 Jun 2026
Viewed by 213
Abstract
Microplastics, MPs, plastic particles with dimensions between 0.1 and 5 mm, represent an important environmental pollutant. The removal of microplastics from natural and wastewater is a challenging research topic. In this regard, high-performance technical solutions must be identified, which can be based on [...] Read more.
Microplastics, MPs, plastic particles with dimensions between 0.1 and 5 mm, represent an important environmental pollutant. The removal of microplastics from natural and wastewater is a challenging research topic. In this regard, high-performance technical solutions must be identified, which can be based on existing treatment and purification technologies, to ensure their removal at concentration values in accordance with the legislation in force. In this study, the efficiency of removing some fractions of polyurethane microplastics, with dimensions smaller than 500 µm, from aqueous synthetic solutions with a concentration of 0.2 g L−1, i.e., around 175 NTU, was evaluated. In the first stage of the study, the doses of coagulants and flocculants effective for the removal of microplastics were identified through the Jar Test. The variation in turbidity and their removal efficiencies were evaluated in the presence of classic coagulants, such as aluminum sulfate, Al2(SO4)3·18H2O, SA; iron sulfate (ferrous sulfate), FeSO4, IS; polyaluminum chloride, [Al2(OH)nCl6−n], PAC; Aloe Vera, AV, a flocculant; and activated carbon, AC, of the Norit GAC 830 W type. Classic coagulants, such as aluminum sulfate, have a good efficiency in removing microplastics, being able to provide a residual turbidity in the range of 6–10 NTU after a retention time of 50–60 min. In the second stage of the study, the removal efficiency of microplastics was tested using a laboratory pilot plant—called in the study the Smart Decantation-Filtration System, SDFS. The efficiency of the decanter was studied using Response Surface Methodology (RSM) to identify mathematical models that characterize the influence of key process variables: flow rate (A), microplastic size (B) and aluminum sulfate concentration (C) on microplastic removal efficiency. Sedimentation in the specially constructed decanter can raise the optimal value of the removal efficiency of polyurethane microplastics to 98.98%, and filtration can ensure an efficiency that reaches over 99.5%. Through this research, we aimed to identify viable solutions that can be applied to remove microplastics, MPs, from natural and wastewater. A novel element is the fact that we chose to study the removal of polyurethane, which is studied little in the literature. We identified the optimal doses of coagulants and flocculants that help sedimentation of MPs. The efficiency of an installation called Smart Decantation-Filtration System, specially designed to ensure increased efficiency in the removal of microplastics, was determined. The results obtained were encouraging. Full article
(This article belongs to the Section Circular and Green Sustainable Polymer Science)
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31 pages, 25096 KB  
Article
Freeze–Thaw Durability and Anisotropic Damage Evolution of 3D-Printed River-Sediment Engineered Cementitious Composites: Effects of Interlayer Interface Defects
by Lu Yin, Minjie Lv, Nan Ma, Fang Yuan, Jiajia Zhou and Chengfang Yuan
Materials 2026, 19(12), 2559; https://doi.org/10.3390/ma19122559 - 12 Jun 2026
Viewed by 265
Abstract
Freeze–thaw durability of 3D-printed engineered cementitious composites (3DP-ECC) is strongly affected by print-induced interlayer defects and anisotropy, particularly in cold regions. This study investigated Cast-ECC and Z-direction 3DP-ECC incorporating Yellow River sediment (YRS) as an equal-mass replacement for quartz sand at 0–100%. Compressive, [...] Read more.
Freeze–thaw durability of 3D-printed engineered cementitious composites (3DP-ECC) is strongly affected by print-induced interlayer defects and anisotropy, particularly in cold regions. This study investigated Cast-ECC and Z-direction 3DP-ECC incorporating Yellow River sediment (YRS) as an equal-mass replacement for quartz sand at 0–100%. Compressive, three-point bending, and four-point bending tests, relative dynamic elastic modulus (RDME), XCT, MIP, SEM–EDS, and Weibull damage modeling were used to evaluate degradation up to 150 freshwater freeze–thaw cycles. Moderate YRS replacement (25–50%) improved particle packing, reduced visible defects, and refined the pore structure, thereby enhancing frost resistance. The R50 mixture showed the best residual performance: after 150 cycles, compressive strength decreased from 55 to 46 MPa in Cast-ECC and from 54 to 44 MPa in 3DP-ECC, corresponding to retention rates of 83.6% and 81.5%, respectively. The residual peak load in four-point bending of 3DP-ECC-R50 was 15.4% lower than that of Cast-ECC-R50, confirming the detrimental role of interlayer defects under loading perpendicular to the layers. RDME-based Weibull fitting described the overall damage evolution (R2 = 0.876–0.994), while XCT, MIP, and SEM–EDS indicated that interlayer discontinuities, pore-structure evolution, and local microstructural degradation governed anisotropic deterioration. The results support durability-oriented design of YRS-based 3DP-ECC in cold regions. Full article
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17 pages, 49962 KB  
Article
CNN and Transformer-Based Mineral Prospectivity Mapping for Gold Exploration in the Sandstone Greenstone Belt, Yilgarn Craton, Western Australia
by Jiaxu Tang, Xinyu Zou, Xuance Wang, Simon A. Wilde, Yue Song and Yang Luo
Minerals 2026, 16(6), 627; https://doi.org/10.3390/min16060627 - 11 Jun 2026
Viewed by 290
Abstract
The Yilgarn Craton hosts some of the world’s largest orogenic gold deposits, yet discovery rates have declined sharply as near-surface resources approach exhaustion. Exploring deeper, covered terrains demands new predictive tools that transcend the limitations of conventional mineral prospectivity mapping (MPM). Here we [...] Read more.
The Yilgarn Craton hosts some of the world’s largest orogenic gold deposits, yet discovery rates have declined sharply as near-surface resources approach exhaustion. Exploring deeper, covered terrains demands new predictive tools that transcend the limitations of conventional mineral prospectivity mapping (MPM). Here we integrate convolutional neural networks (CNNs) and Vision Transformers to construct a data-driven MPM framework trained on 6028 gold occurrences across 16 map sheets in the Yilgarn Craton. The CNN achieves 79.3% classification accuracy by capturing local structural features; the Vision Transformer attains 74.0% but identifies prospective zones in data-sparse regions that the CNN misses. An empirical test was conducted in the untrained Sandstone Greenstone Belt to verify the model’s generalization ability. The results reveal that most known gold deposits lie within the high metallogenic potential zones defined by the model. Meanwhile, three prospective targets are newly delineated in this area based on model prediction, including northwest-trending ultramafic units, a basalt-sediment transition zone and NW-SE trending amphibolite units along the Edale Shear Zone. These targets are hardly identifiable by conventional exploration techniques and merit further field investigation. These results demonstrate that CNN–Transformer integration provides a robust, complementary framework for orogenic gold exploration in covered terrains. Full article
(This article belongs to the Topic Big Data and AI for Geoscience)
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16 pages, 4598 KB  
Article
Study on the Influence of Sediment Particle Size on Sediment Wear and Energy Dissipation of Impulse Turbine Nozzles
by Xijie Song, Zhengwei Wang, Huili Bi, Lianheng Guo and Yongxin Liu
Energies 2026, 19(12), 2800; https://doi.org/10.3390/en19122800 - 10 Jun 2026
Viewed by 244
Abstract
Hydropower is a crucial component of renewable energy, and sediment erosion is a key factor affecting the operation of impulse turbines, with erosion inside the nozzle being particularly prominent and leading to reduced unit efficiency. This paper investigates the distribution patterns of energy [...] Read more.
Hydropower is a crucial component of renewable energy, and sediment erosion is a key factor affecting the operation of impulse turbines, with erosion inside the nozzle being particularly prominent and leading to reduced unit efficiency. This paper investigates the distribution patterns of energy dissipation and erosion locations inside the nozzle under varying particle sizes, based on numerical simulation and entropy production theory. The results indicate that small particle sizes (0.02 mm) exhibit good fluidity, uniform flow velocity distribution, and a small high-entropy-production region. As particle size increases (0.1 mm, 0.3 mm), fluidity gradually deteriorates, the flow field becomes more turbulent, and the high-entropy-production region expands. When the turbulent kinetic energy exceeds 10 m2/s2, the entropy production rate increases sharply. A significant negative correlation is observed between entropy production rate and erosion rate; smaller particle sizes correspond to more severe erosion. Erosion on the needle is primarily due to friction, while erosion on the nozzle is primarily due to impact. High erosion levels on both the nozzle and needle are concentrated within a particle velocity range of [80, 100], and the erosion rate within this speed range shows a sharp upward trend. Full article
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15 pages, 3307 KB  
Article
Effect of Photocatalyst Aggregation on Photocatalytic Reaction Rate Concentration Dependence
by Vanya Lilova, Emil Lilov, Svetlozar Nedev, Stephan Kozhukharov, Christian Girginov and Veronica Nemska
Materials 2026, 19(12), 2504; https://doi.org/10.3390/ma19122504 - 10 Jun 2026
Viewed by 167
Abstract
The influence of suspension depth and pollutant concentration on the rate and efficiency of photocatalytic degradation was investigated in aqueous TiO2 suspensions using methyl orange (MO) as a model pollutant. Both the reaction rate and the efficiency increased by more than one [...] Read more.
The influence of suspension depth and pollutant concentration on the rate and efficiency of photocatalytic degradation was investigated in aqueous TiO2 suspensions using methyl orange (MO) as a model pollutant. Both the reaction rate and the efficiency increased by more than one order of magnitude upon a relatively small decrease in suspension layer thickness. The reaction rate exhibited a complex N-shaped dependence on dye concentration, deviating from the monotonic behavior predicted by the Eley–Rideal and Langmuir–Hinshelwood mechanisms, as well as from the relationship derived in our previous study. To elucidate the origin of this behavior, nanoparticle aggregation was examined by sedimentation kinetics, low-acceleration centrifugation, and scanning electron microscopy (SEM). The results suggest that the interplay between enhanced dye adsorption and the reduction in the available photocatalyst surface area due to aggregation leads to the appearance of a maximum in the concentration dependence of the reaction rate. The relationship between reaction rate and photocatalytic efficiency was also analyzed. Although both parameters are correlated, efficiency values strongly depend on the selected reaction time interval, which complicates direct comparison between studies employing different experimental protocols. Consequently, the reaction rate appears to be a more reliable parameter for describing photocatalytic kinetics. Full article
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17 pages, 17626 KB  
Article
Study on Material Transport Based on Particle Statistics in the CCZ Manganese Nodule Mining Area
by Bao Zhang, Xusheng Xiang, Xueqing Zhang and Li Zou
J. Mar. Sci. Eng. 2026, 14(12), 1072; https://doi.org/10.3390/jmse14121072 - 8 Jun 2026
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Abstract
To characterize the transport of the mining-induced sediment plume in the Clarion–Clipperton Zone (CCZ) nodule area, this study introduces a particle relative dispersion (RD) to assess material dispersion in 2D and 3D. In 2D, forward and backward RD results show clear sub-regional differences [...] Read more.
To characterize the transport of the mining-induced sediment plume in the Clarion–Clipperton Zone (CCZ) nodule area, this study introduces a particle relative dispersion (RD) to assess material dispersion in 2D and 3D. In 2D, forward and backward RD results show clear sub-regional differences in particle aggregation and diffusion. Forward RD reaches a maximum ridge value of 40 km in regions of strong shear and strain. Backward RD effectively identifies upstream source regions and convergence pathways. High RD values align closely with strong strain-rate gradients, indicating that particle separation and mixing are primarily driven by transition regions between flow structures rather than uniform high- or low-strain areas. In the 3D, the vertical domain was limited to the 4500–4600 m depth range above the seabed. The overall RD patterns remain broadly consistent with the 2D results, while the maximum RD increases to approximately 80 km due to the inclusion of vertical displacement and local vertical shear effects. Within the 4500–4600 m depth range, horizontal transport remains dominant, whereas vertical variations are comparatively weak, and particle trajectories exhibit only minor local differences. Compared with the 2D case, the deep-layer 3D RD distribution exhibits lower skewness values, suggesting a more spatially balanced particle separation pattern with reduced directional asymmetry. Multi scale quasi-3D RD analysis provides essential insights into material dispersion and convergence patterns, offering valuable information for evaluating transport pathways, potential pollutant spread, and ecological risks associated with deep-sea mining. Full article
(This article belongs to the Section Geological Oceanography)
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Systematic Review
Prediction Models and Risk Factors for Steroid Resistance in Children with Nephrotic Syndrome: A Systematic Review and Meta-Analysis
by Yuanhui Hu, Zehui Zhang, Sha Diao, Yannan Guo, Yangtingting Gao, Zheng Xu, Qilin Peng, Yao Xu, Zhenyan Bo, Linan Zeng, Liang Huang, Jingjing Chen, Yizhun Zhu, Hailong Li and Lingli Zhang
J. Clin. Med. 2026, 15(12), 4438; https://doi.org/10.3390/jcm15124438 - 8 Jun 2026
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Abstract
Background: Steroid resistance indicates poor prognosis in pediatric nephrotic syndrome, but predictive models and risk factors for steroid-resistant nephrotic syndrome (SRNS) remain poorly understood. Methods: We searched PubMed, Embase, Scopus, CNKI, SinoMed, Wanfang, and VIP (inception to 1 March 2025) for studies developing [...] Read more.
Background: Steroid resistance indicates poor prognosis in pediatric nephrotic syndrome, but predictive models and risk factors for steroid-resistant nephrotic syndrome (SRNS) remain poorly understood. Methods: We searched PubMed, Embase, Scopus, CNKI, SinoMed, Wanfang, and VIP (inception to 1 March 2025) for studies developing SRNS prediction models or identifying risk factors. Odds ratios and AUC were pooled using random-effects meta-analysis. Risk of bias was assessed with PROBAST and Newcastle-Ottawa Scale. Results: Out of 2264 studies, 23 were included. Prediction models were mainly developed using logistic regression (16/17, 94.1%). The most frequently reported predictors included erythrocyte sedimentation rate and vitamin D binding protein. The reported AUC ranged from 0.75 to 0.88. Only one model had undergone external validation with an accuracy of 0.94. A total of 22 independent risk factors were identified, five of which—low birth weight, decreased urine output, hypertension, serum albumin, and serum IgM—were not in existing models. In total, 76% of model studies and 26% of risk factor analyses were at high or moderate risk of bias. Conclusions: Existing SRNS prediction models reported apparent discrimination but had a high risk of bias and very limited external validation, which substantially restricts their current clinical applicability. Several relevant risk factors remain unincorporated. Future research should prioritize rigorous model development and multi-center external validation. Full article
(This article belongs to the Section Clinical Pediatrics)
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