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Search Results (279)

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32 pages, 7898 KB  
Article
An Innovative Framework Integrating PCA–MDS Soil Quality Index (SQI), AI and Machine Learning Prediction with Multi-Criteria Decision Analysis (MCDA) for Site-Specific Soil Management Toward Sustainability in Coastal Agroecosystems
by Hatim Sanad, Rachid Moussadek, Latifa Mouhir, Majda Oueld Lhaj, Ahmed Ghanimi, Khadija Manhou, Houria Dakak and Abdelmjid Zouahri
Soil Syst. 2026, 10(7), 70; https://doi.org/10.3390/soilsystems10070070 - 25 Jun 2026
Viewed by 333
Abstract
Soil quality is central to agricultural sustainability and food security, yet coastal agroecosystems are increasingly threatened by degradation from intensive practices and seawater intrusion. This study aimed to integrate soil quality index (SQI), statistical modeling, machine learning (ML), and decision analysis to assess [...] Read more.
Soil quality is central to agricultural sustainability and food security, yet coastal agroecosystems are increasingly threatened by degradation from intensive practices and seawater intrusion. This study aimed to integrate soil quality index (SQI), statistical modeling, machine learning (ML), and decision analysis to assess and manage soil health in the Skhirat coastal plain of Morocco. A total of 30 topsoil samples were collected and analyzed for chemical and nutrient properties. Spatial interpolation revealed strong coast–inland gradients where EC ranged from 0.47 to 6.3 dS/m with the highest salinity in the south-western fringe, while CEC (8.4–39.7 cmol/kg) and OM (0.54–2.81%) peaked inland. Principal component analysis (PCA) explained 65.9% of total variance, with salinity drivers loading negatively against fertility indicators. Redundancy analysis (RDA) biplots highlighted antagonism between salinity and fertility axes. The PCA-minimum data set (MDS)-SQI integrated key indicators and ranged from 0.084 to 0.897 (mean 0.614), classifying 33% of sites as low quality. The ML model linear regression achieved the best performance (R2 = 0.907). Multi-criteria decision analysis (MCDA) using TOPSIS and PROMETHEE II prioritized coastal sites with indices up to 0.882, and robust underweight sensitivity (Spearman ρ = 0.992). This integrated framework demonstrates that soil chemical monitoring, AI prediction, and MCDA can jointly deliver robust, site-specific management strategies for vulnerable coastal agroecosystems. Full article
(This article belongs to the Special Issue Research on Soil Management and Conservation: 2nd Edition)
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18 pages, 2940 KB  
Article
Fabrication of Eco-Friendly Biomass-Based Hydrogel Beads as an Effective Matrix for Slow-Release Fertilizer
by Jiangying Xu, Liting Zhang, Cheng Liu, Yijun Shi and Shengdao Shan
Sustainability 2026, 18(12), 6214; https://doi.org/10.3390/su18126214 - 16 Jun 2026
Viewed by 332
Abstract
Rapid dissolution of conventional fertilizers causes low nutrient-use efficiency and serious leaching losses, contributing to agricultural non-point source pollution. In this study, biomass-based slow-release fertilizer beads were prepared by ionic crosslinking of potato starch (ST), chitosan (CS), and corn-straw biochar (BC), using potassium [...] Read more.
Rapid dissolution of conventional fertilizers causes low nutrient-use efficiency and serious leaching losses, contributing to agricultural non-point source pollution. In this study, biomass-based slow-release fertilizer beads were prepared by ionic crosslinking of potato starch (ST), chitosan (CS), and corn-straw biochar (BC), using potassium nitrate (KNO3) as the model nutrient. The effects of ST/CS ratio and BC incorporation on bead structure, swelling, nutrient loading, release kinetics, and soil-column leaching were systematically investigated. Biochar incorporation formed a more compact and interconnected porous network and reduced the equilibrium swelling ratios of ST90/CS10, ST80/CS20, and ST70/CS30 from 188%, 176%, and 164% to 168%, 136%, and 104%, respectively. Although BC slightly decreased KNO3 loading capacity, it markedly slowed nutrient release; ST80/CS20/BC20 released 31.09%, 50.09%, and 81.82% of loaded KNO3 at 24, 72, and 504 h, respectively, which were 28.40%, 25.27%, and 11.30% lower than those of ST80/CS20. Kinetic fitting indicated that BC reduced the apparent release rate and promoted diffusion-controlled release behavior. Soil-column experiments further showed that the beads reduced NO3-N and K+ leaching compared with free KNO3, with ST80/CS20/BC20 showing the best balance between nutrient loading and release control. These results suggest that starch–chitosan–biochar beads are a promising biodegradable matrix for slow-release fertilizer applications. Full article
(This article belongs to the Section Environmental Sustainability and Applications)
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22 pages, 3517 KB  
Article
Valorization of Maize Lime-Cooking Wastewater Through Lipid and Carotenoid Production by Rhodotorula glutinis Yeast: An Approach Using Pulse Fed-Batch Culture and Techno-Economic Assessment
by Carolina Ramírez-Martínez, Gael Jesús Molina-Benítez, Mariana Franco-Morgado and Alberto Ordaz
Fermentation 2026, 12(6), 285; https://doi.org/10.3390/fermentation12060285 - 15 Jun 2026
Viewed by 403
Abstract
The increasing generation of agro-industrial residues like nejayote (maize lime-cooking wastewater from the maize nixtamalization process) poses significant environmental challenges in Mexico due to its elevated chemical oxygen demand (COD) and organic load. This study evaluates the physical separation of nejayote via membranes [...] Read more.
The increasing generation of agro-industrial residues like nejayote (maize lime-cooking wastewater from the maize nixtamalization process) poses significant environmental challenges in Mexico due to its elevated chemical oxygen demand (COD) and organic load. This study evaluates the physical separation of nejayote via membranes and its use as a low-cost substrate for producing lipids and carotenoids using Rhodotorula glutinis. A batch culture followed by pulse-feeding achieved a COD removal efficiency of 53.6% (0.22 g COD/(L h)) and a biomass concentration of 3.72 ± 0.45 g COD/L within 48 h. The yeast demonstrated a high specific metabolic efficiency, yielding 0.457 g of lipids and 0.0049 g of carotenoids per gram of biomass, with an oleaginous fraction of 46.21% in dry weight. Experimental data calibrated a process model in SuperPro Designer, simulating full-scale processes treating 100, 1000, and 10,000 m3 of nejayote per batch, producing up to 2137.11 MT of lipids and 22.90 MT of carotenoids annually. A techno-economic analysis estimated the investment, operating costs, and financial indicators for all scenarios. Strategies like evaporation and reverse osmosis to concentrate nejayote significantly improved profitability by reducing equipment size. Additionally, a circular economy approach was modeled, recovering process water and nutrient-rich side streams. These findings confirm that integrated physical and biological treatment, coupled with resource recovery, transforms this particularly agro-industrial residue into a technically robust and economically viable biorefinery feedstock, aligning industrial production with sustainable waste management. Full article
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35 pages, 3639 KB  
Review
Design-Driven Gel-Based Delivery Systems for Bioactives in Sports Nutrition
by Yien Xiang, Fan Yao, Xin Jin, Qiao Li, Jianwei Zang and Jun Wu
Gels 2026, 12(6), 525; https://doi.org/10.3390/gels12060525 - 11 Jun 2026
Viewed by 417
Abstract
Sports nutrition products are increasingly expected to deliver bioactive compounds that aid in recovery, reduce fatigue, and support physiological regulation, going beyond merely providing energy and nutrients. However, many bioactive compounds face challenges such as poor aqueous dispersibility, limited stability, low bioaccessibility, or [...] Read more.
Sports nutrition products are increasingly expected to deliver bioactive compounds that aid in recovery, reduce fatigue, and support physiological regulation, going beyond merely providing energy and nutrients. However, many bioactive compounds face challenges such as poor aqueous dispersibility, limited stability, low bioaccessibility, or inefficient absorption, which hinder their practical use in real food products. This review critically examines food-grade, gel-based delivery systems for bioactive compounds in sports nutrition from a design-driven perspective. It focuses on hydrogels, microgels, emulsion gels, protein gel matrices, and multicomponent gel architectures that prioritize structural stability, digestion-triggered responsiveness, and compatibility with food. Key design principles are discussed, including the need to maintain stability during processing and storage, balance protection with release, and tailor delivery structures to sports-specific constraints such as gastrointestinal tolerance, osmotic load, nutrient timing, and changes in digestion related to exercise. The review also analyzes the effectiveness of gel-based and hybrid systems in liquid, solid, and semi-solid sports nutrition products, emphasizing how the product format and consumption scenario can influence delivery performance. A design decision framework is proposed to align bioactive properties, food format, target release profile, and exercise-stage requirements with appropriate delivery architectures. Current challenges are also addressed, including difficulties in predicting structure–function relationships, limited robustness during scale-up processes, and inadequate functional evaluation. Overall, gel-based food delivery systems provide a promising solution for improving the stability, release behavior, and practical functionality of bioactives in sports nutrition. Full article
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11 pages, 1366 KB  
Proceeding Paper
Influence of Electrode Material on the Electroflocculation Pre-Treatment Efficiency of Swine Wastewater
by Yesica Pallavicini, Julio Martín-Margüello and María Virginia Ozcariz-Fermoselle
Environ. Earth Sci. Proc. 2026, 42(1), 5; https://doi.org/10.3390/eesp2026042005 - 9 Jun 2026
Viewed by 211
Abstract
Swine wastewater, composed of farm effluents, is frequently applied as fertilizer, but repeated use can lead to eutrophication and contamination. This study investigated the improvement of swine wastewater quality by means of the electroflocculation technique using various alternative electrodes (aluminum, stainless steel, carbon, [...] Read more.
Swine wastewater, composed of farm effluents, is frequently applied as fertilizer, but repeated use can lead to eutrophication and contamination. This study investigated the improvement of swine wastewater quality by means of the electroflocculation technique using various alternative electrodes (aluminum, stainless steel, carbon, copper, and zinc) under very short exposure durations (3, 6, and 9 min) and low voltage conditions (12 V), aiming to optimize the process. After the treatments, both treated and control samples were analyzed in the laboratory for pollutants including turbidity, organic matter, phosphorus and other minerals. The results showed that zinc and stainless steel electrodes were particularly effective in reducing turbidity (47–67%), organic matter (23%), phosphorus (36–62%), calcium (24–54%), magnesium (34–52%) and sodium (19–38%) respectively in the effluent after only 6 or 9 min of current exposure. However, these electrodes released some heavy metals into the solution, which should be further reduced through a complementary treatment. Overall, electroflocculation using alternative electrode materials with short treatment times appears to be a suitable pre-treatment strategy for swine wastewater, reducing pollutant loads while maintaining low energy consumption and preserving nutrients for subsequent use as fertilizer. Full article
(This article belongs to the Proceedings of The 1st International Online Conference on Environments)
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27 pages, 1313 KB  
Review
A Comprehensive Review on Lignin-Based Biodegradable Mulch Films for Sustainable Agriculture
by Nora A. Moreb, Amit K. Jaiswal and Swarna Jaiswal
Appl. Sci. 2026, 16(11), 5666; https://doi.org/10.3390/app16115666 - 4 Jun 2026
Viewed by 321
Abstract
Mulch films play a vital role in modern agriculture by enhancing soil hydrothermal conditions, suppressing weed growth, and improving crop performance. Across 13 major crops, mulching increased yields by an average of 26%, with particularly strong responses in soybean (44%), millet (42%), wheat [...] Read more.
Mulch films play a vital role in modern agriculture by enhancing soil hydrothermal conditions, suppressing weed growth, and improving crop performance. Across 13 major crops, mulching increased yields by an average of 26%, with particularly strong responses in soybean (44%), millet (42%), wheat (29%), and maize (25%), and improved water-use efficiency by up to 33%. However, conventional polyethylene (PE) mulch films accumulate persistently in soils, reaching 7183–10,586 microplastic particles/kg in topsoil after long-term use and contributing up to 56% of total microplastics across the 0–100 cm soil profile. These residues impair enzymatic activity, disrupt nutrient cycling, and alter microbial community structure, making biodegradable alternatives essential for mitigating these issues. Lignin-based biodegradable mulch films (BDMs) have gained increasing attention owing to lignin’s intrinsic UV-shielding capacity, mechanical reinforcement, hydrophobicity, and biodegradability. Lignin-containing films may block UV radiation below 300 nm, reduce visible-light transmittance by ~80%, exhibit thermal stability up to 150 °C, and demonstrate low water vapour permeability (3.41 × 10−8 g/m·h·Pa) depending on formulation and lignin loading. Incorporation of lignin may enhance biodegradability, increasing soil-burial degradation by 25.47% relative to pure PVA, with composite systems achieving ~55% degradation within 50 days. This review provides a comprehensive assessment of lignin structure, sources, chemistry, extraction methods. It examines lignin as a renewable and value-added feedstock for mulch applications, and critically evaluates the optical, mechanical, thermal, hydrophobic, and biodegradation properties of lignin-based BDMs. The review also discusses their agronomic applications, including weed suppression, soil moisture retention, nutrient management, and soil microclimate regulation, while analysing the economic considerations affecting large-scale implementation and commercial feasibility. Finally, it outlines key research priorities to enable scalable, field-reliable, and environmentally sustainable mulch film technologies. Full article
(This article belongs to the Section Materials Science and Engineering)
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27 pages, 15362 KB  
Article
PGPB Bacillus Megaterium AFI1 and Paenibacillus Nicotianae AFI2 Improve Nutrient Uptake and Stimulate Adaptation of Wheat Under Nickel Exposure
by Veronika N. Pishchik, Galina V. Mirskaya, Polina S. Filippova, Vitaliy E. Vertebny, Victoria I. Dubovitskaya, Dmitriy V. Kudryavtcev, Olga A. Bortsova, Yuriy V. Khomyakov, Pavel Y. Kononchuk and Vladimir K. Chebotar
Int. J. Mol. Sci. 2026, 27(11), 5041; https://doi.org/10.3390/ijms27115041 - 2 Jun 2026
Viewed by 418
Abstract
Due to the increased anthropogenic load, crops are polluted with heavy metals, including nickel (Ni). This is a serious environmental problem, as Ni penetrates barrier-free into cereal crops and accumulates in the grains used by humans and animals for food. Wheat is one [...] Read more.
Due to the increased anthropogenic load, crops are polluted with heavy metals, including nickel (Ni). This is a serious environmental problem, as Ni penetrates barrier-free into cereal crops and accumulates in the grains used by humans and animals for food. Wheat is one of the main staple crops, cultivated in many countries. This study suggested that plant growth promoting bacteria (PGPB) with varying enzymatic activities could help wheat plants to cope with Ni stress by reducing Ni toxicity and regulating the metal’s homeostasis. PGPB Bacillus megaterium AFI1 has a strong phosphate-solubilizing activity and produces siderophores, while Paenibacillus nicotianae AFI2 has nitrogen-fixing and silicate-solubilizing activities. Both strains produce indole and polysaccharides and have 1-aminocyclopropane-1-carboxylate (ACC) deaminase activity. PGPB under Ni exposure (100 mg/kg of soil) significantly increased grain yield (by 34–42%) and decreased (by 20–33%) Ni content in wheat grains. PGPB also decreased malondialdehyde (MDA) and H2O2 levels in wheat plants under Ni stress. The contents of iron (Fe), boron (B), nitrogen (N) and phosphorus (P) decreased significantly and potassium (K) and zinc (Zn) oppositely increased significantly in all plant organs under Ni exposure. The inoculation with AFI1 mainly increased P and Fe, and the inoculation with AFI2 increased N and silica (Si) in wheat grains under Ni stress. In our experiments, under nickel exposure PGPB Bacillus megaterium AFI1 and Paenibacillus nicotianae AFI2 increased antioxidant protection of plants by decreasing the level of stress ethylene and regulating the homeostasis of nutrients in wheat plants. These PGPB can be considered as promising candidates for the development of biologicals to be used for growing plants in soils with low levels of nickel contamination. Full article
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17 pages, 451 KB  
Article
Comparison of Risk Profiles, Nutrient Intake, and Kidney Function of Calcium Oxalate Stone Formers with and without Enteric Hyperoxaluria. A Matched Case-Control Study
by Charlotte Ernsten, Nikolai Spuck, Albrecht Hesse and Roswitha Siener
Nutrients 2026, 18(11), 1788; https://doi.org/10.3390/nu18111788 - 1 Jun 2026
Viewed by 430
Abstract
Objectives: This study compared the risk profiles, nutrient intake, and kidney function of calcium oxalate stone formers with and without enteric hyperoxaluria. Methods: Thirty-seven patients with calcium oxalate stone disease and enteric hyperoxaluria (cases) and 37 sex- and age-matched idiopathic calcium [...] Read more.
Objectives: This study compared the risk profiles, nutrient intake, and kidney function of calcium oxalate stone formers with and without enteric hyperoxaluria. Methods: Thirty-seven patients with calcium oxalate stone disease and enteric hyperoxaluria (cases) and 37 sex- and age-matched idiopathic calcium oxalate stone formers (controls) were enrolled. Patients did not receive any nutritional counseling prior to the start of the study, and they discontinued medications affecting urinary parameters four weeks before their study participation. Anthropometric, clinical, and metabolic parameters were recorded. Dietary and 24-h urinary variables were measured under the habitual diet and under a balanced, standardized diet. The [13C2] oxalate absorption and calcium loading tests were carried out. Results: The median [13C2] oxalate absorption was significantly higher in cases (14.8%) than in controls (8.9%). Under the balanced diet, hypocitraturia, hypomagnesuria, low urine volume and pH value were significantly more common in the case group, whereas hypercalciuria occurred more frequently in the control group, affecting 45.9% of controls and 5.4% of cases. Furthermore, the control group exhibited a greater reduction in urinary calcium excretion under the balanced diet. Urinary oxalate excretion and the ion-activity product index of calcium oxalate were significantly higher under both diets, with a greater decline observed in the case group under the balanced diet. The estimated glomerular filtration rate (eGFR) was lower in cases. A multivariable linear regression analysis revealed a significant association between urine pH and eGFR. Conclusions: Calcium oxalate stone formers with and without enteric hyperoxaluria benefit from a balanced diet and sufficient fluid intake. The reduction in urinary oxalate excretion and the biochemical risk of recurrent calcium oxalate stone formation were even more pronounced in patients with enteric hyperoxaluria. Particular attention should be paid to low urine pH, as it is hypothesized to be a potential indicator of impaired kidney function. Full article
(This article belongs to the Section Clinical Nutrition)
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23 pages, 1782 KB  
Review
Compost Quality and Application Rate as Drivers of Soil Health, Nutrient Cycling, and Crop Performance: A Critical Review and Practical Rate-Design Framework
by Bonface O. Manono
Nitrogen 2026, 7(2), 58; https://doi.org/10.3390/nitrogen7020058 - 31 May 2026
Viewed by 930
Abstract
Compost offers high potential for sustainable agriculture, but its agronomic outcomes vary. This critical review combines qualitative evidence with literature-derived quantitative benchmarks for compost maturity, salinity, nutrient loading, application-rate classes and monitoring triggers. Evidence demonstrates that mature, stable composts consistently improve soil health, [...] Read more.
Compost offers high potential for sustainable agriculture, but its agronomic outcomes vary. This critical review combines qualitative evidence with literature-derived quantitative benchmarks for compost maturity, salinity, nutrient loading, application-rate classes and monitoring triggers. Evidence demonstrates that mature, stable composts consistently improve soil health, including aggregation, water-holding capacity, soil organic carbon (SOC), and nutrient availability while boosting crop yield and establishment. These high-quality composts are characterized by low phytotoxicity, moderate C:N ratios, acceptable EC levels, and pathogen compliance. However, benefits are not universal. Immature or poorly stabilized compost poses risks of phytotoxicity, ammonia toxicity, and nitrogen immobilization. Excessive application rates are associated with nutrient imbalances, increased salinity, nitrate leaching, phosphorus runoff, greenhouse-gas trade-offs, and cumulative contaminant loading. To enhance the precision of rate recommendations, this review categorizes applications into four distinct tiers: starter or maintenance (2–5 Mg dry matter ha−1), common agronomic (5–20 Mg ha−1), rehabilitation (20–35 Mg ha−1), and high-risk (>35 Mg ha−1). It posits that the final application rate must be dictated by the most limiting factors, such as crop nitrogen requirements, soil-test phosphorus levels, salinity tolerance, contaminant thresholds, hydrologic risk, or specific management objectives. In conclusion, while manure-based composts enhance short-term fertility, they introduce significant risks of phosphorus accumulation and salinity compared to green-waste alternatives. This review, therefore, redefines compost not as a generic organic amendment, but as a quality-controlled, rate-sensitive input essential for precision nutrient management. Full article
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22 pages, 355 KB  
Article
Comprehensive Evaluation of Vertical Sub-Surface Flow Constructed Wetlands with Aquatic Plants on Water Quality of Raw and Phyto-Remediated Poultry-Aquaculture Wastewater: A Principal Component Analysis
by Shadrach A. Akadiri, Pius O. O. Dada, Adekunle A. Badejo, Olayemi J. Adeosun, Oluwaseun T. Faloye, Oluwafemi E. Adeyeri, Laemthong Laokhongthavorn and Viroon Kamchoom
Biology 2026, 15(11), 823; https://doi.org/10.3390/biology15110823 - 23 May 2026
Viewed by 436
Abstract
This study investigated the efficiency of macrophyte-based phytoremediation systems using Phragmites karka and Typha latifolia for the treatment of poultry–aquaculture wastewater and its suitability for irrigation reuse. Physicochemical parameters, heavy metals, and water quality indices were analysed using correlation analysis and Principal Component [...] Read more.
This study investigated the efficiency of macrophyte-based phytoremediation systems using Phragmites karka and Typha latifolia for the treatment of poultry–aquaculture wastewater and its suitability for irrigation reuse. Physicochemical parameters, heavy metals, and water quality indices were analysed using correlation analysis and Principal Component Analysis (PCA). Strong positive correlations were observed among turbidity, nutrients, biochemical oxygen demand (BOD5), and chemical oxygen demand (COD), while dissolved oxygen (DO) showed significant negative relationships, indicating organic pollution-driven oxygen depletion. Heavy metals exhibited strong intercorrelations, suggesting common anthropogenic sources and similar removal pathways. PCA results revealed that the first three principal components (PCs) explained over 95% of the total variance, with positive values recorded from the first PC highlighting organic load, nutrient enrichment, and metal interactions as dominant factors controlling wastewater quality. The negative values of factor loadings obtained in the second and third PCs confirmed the roles of sedimentation, adsorption, microbial activity, and plant uptake in pollutant removal. Water Quality Index (WQI) values decreased drastically from highly polluted levels (>3000) in raw wastewater to <1.0 after 21 days of treatment, indicating excellent water quality. Sodium Absorption Ratio (SAR) also declined significantly, confirming a low sodicity risk. Both macrophytes demonstrated high treatment efficiency, with Typha latifolia showing slightly improved sodium reduction. Overall, the study highlights macrophyte-based systems as sustainable, cost-effective solutions for wastewater treatment and safe agricultural reuse. Full article
(This article belongs to the Special Issue Heavy Metal Pollution and Bioremediation: Application and Mechanism)
18 pages, 2668 KB  
Article
Fluorescence Properties and Sources of Dissolved Organic Matter in Xinghua River, a Typical Urban River
by Mingyue Li, Yongchao Wang, Shuling Chen, Wenhui Liu, Guodong Chai, Zhongfeng Jiang and Fang Yang
Water 2026, 18(9), 1102; https://doi.org/10.3390/w18091102 - 4 May 2026
Viewed by 955
Abstract
This work focused on the Xinghua River, a typical urbanizing river, to investigate how different anthropogenic activities affect the composition, sources, and environmental impact of dissolved organic matter (DOM) during urbanization. Using fluorescence spectroscopy combined with multivariate statistics, we systematically explored DOM characteristics [...] Read more.
This work focused on the Xinghua River, a typical urbanizing river, to investigate how different anthropogenic activities affect the composition, sources, and environmental impact of dissolved organic matter (DOM) during urbanization. Using fluorescence spectroscopy combined with multivariate statistics, we systematically explored DOM characteristics and their response to urbanization. A total of four fluorescent components were identified, including protein-like components C1 and C3, and humic-like components C2 and C4, with protein-like substances constituting the major fraction of DOM. Fluorescence indices indicated that DOM in the Xinghua River was primarily derived from autochthonous sources (FI > 1.9), with a low degree of humification reflecting the dominance of fresh organic matter input during urbanization. Spatial analysis revealed that from upstream to downstream, the source of DOM gradually shifted from autochthonous dominance to increased allochthonous input, accompanied by increasing trends in both protein-like and humic-like components, indicating an accumulative effect of anthropogenic activities along the river. 2D-COS further revealed that the transformation sequence of DOM components along the flow direction was C3 → C1 → C4 → C2, suggesting that tyrosine/tryptophan-like substances were the most sensitive to anthropogenic disturbance. Redundancy analysis identified total phosphorus (TP), total dissolved solids (TDS), and permanganate index (CODMn) as the key environmental factors influencing DOM distribution, highlighting the synergistic regulatory roles of nitrogen and phosphorus nutrients and organic pollution loads on DOM composition. This study not only elucidates the gradient effects of human activities on DOM in the Xinghua River but also provides a scientific basis for water management in urban rivers worldwide, particularly for zone-based control and source-oriented management. Full article
(This article belongs to the Special Issue Water Environment Pollution and Control, 4th Edition)
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21 pages, 3109 KB  
Review
Non-Contact, Mechanical Fatigue-Related ACL Injury Prevention Through Extracellular Matrix Crosslink Preservation: A Narrative Review
by John Nyland, Maggie Head, Essa H. Gul, Brandon Pyle and Jarod Richards
J. Funct. Morphol. Kinesiol. 2026, 11(2), 180; https://doi.org/10.3390/jfmk11020180 - 29 Apr 2026
Viewed by 858
Abstract
Background: Anterior cruciate ligament (ACL) injuries are increasing in young athletes and many are related to non-contact, spontaneous mechanical fatigue-related ruptures. The objective of this narrative review is to identify and synthesize the anatomical, histological, physiological, and biomechanical basis of extracellular matrix (ECM) [...] Read more.
Background: Anterior cruciate ligament (ACL) injuries are increasing in young athletes and many are related to non-contact, spontaneous mechanical fatigue-related ruptures. The objective of this narrative review is to identify and synthesize the anatomical, histological, physiological, and biomechanical basis of extracellular matrix (ECM) factors that contribute to ACL injuries and suggest ways to decrease their occurrence. Methods: The primary investigator searched PubMed, Web of Science, and Google Scholar database titles and abstracts using search phrases with Boolean operators: “anterior cruciate ligament” OR “ACL”, OR “cranial cruciate ligament” AND “disease”; “anterior cruciate ligament” OR “ACL”, OR “cranial cruciate ligament” AND “spontaneous rupture” OR “non-contact injury”; and “anterior cruciate ligament” OR ACL, OR cranial cruciate ligament” AND “crosslink”, “collagen” OR “extracellular matrix”; and “anterior cruciate ligament” OR “ACL”, OR “cranial cruciate ligament” AND “microtrauma”, OR “sudden” OR “fatigue failure”. The primary investigator and a sports orthopedic surgeon reviewed titles and abstracts of diverse evidence sources. From these identified sources, the study team performed full text reviews, selected contributing articles, performed Strength of Recommendation Taxonomy (SORT) grading, and synthesized the following themes: A Hostile Environment, ACL Strain, and Poor Nutrient Delivery; Accumulative ACL Microtrauma and Mechanical Failure; The ACL Differs From Other Ligaments; Collagen, the ECM, and ACL Mechanobiology; Crimps and ACL ECM Stretch; Crosslinks Improve ECM Mechanical Properties; The Delicate Collagen Synthesis and Degradation Balance; Exercise Training and the ACL; Can Nutraceuticals Help Restore the Balance?; Training Induced ACL Hypoxia; Estrogen and the Female Athlete; Counting Pitches or Counting Collagen Fiber Ruptures; and Restoring A Positive Anabolic–Catabolic Collagen Balance. Results: Regular exercise training within a physiologically safe loading range is vital to ACL ECM health. However, low or moderate evidence suggested that poor blood supply, slow metabolism, and a hypoxic environment may unbalance anabolic and catabolic homeostasis. Active rest and recovery concepts that prevent youth baseball shoulder and elbow injuries may help prevent non-contact ACL injuries. Conclusions: More prescriptive active rest and recovery intervals and neuromuscular control training may restore the anabolic–catabolic balance that increases mature crosslink density and improves ACL ECM strength. Confirmatory studies are needed to better establish therapeutic intervention mode(s), timing, dosage, and frequency optimization. Full article
(This article belongs to the Special Issue From Injury to Recovery: Rehabilitation Strategies for Athletes)
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24 pages, 6056 KB  
Article
Physical and Biogeochemical Drivers for Forecasting Red Tides in Southwest Florida: A Regionally Integrated Machine Learning Framework
by Matthew Duus, Ahmed S. Elshall, Michael L. Parsons and Ming Ye
Environments 2026, 13(5), 239; https://doi.org/10.3390/environments13050239 - 23 Apr 2026
Cited by 1 | Viewed by 2111
Abstract
Harmful algal blooms (HABs) caused by Karenia brevis (K. brevis) present a persistent ecological and public health challenge across coastal Florida. Reliable bloom forecasting is critical for protecting public health, supporting coastal economies, and enabling timely management responses. This study develops [...] Read more.
Harmful algal blooms (HABs) caused by Karenia brevis (K. brevis) present a persistent ecological and public health challenge across coastal Florida. Reliable bloom forecasting is critical for protecting public health, supporting coastal economies, and enabling timely management responses. This study develops a regionally integrated machine learning framework to predict weekly K. brevis bloom occurrence using environmental data from both the Peace and Caloosahatchee Rivers, combined with coastal bloom records from Southwest Florida and Tampa Bay to enhance the spatial and temporal continuity of the response record. A Random Forest classifier was trained on a multi-decadal dataset incorporating river discharge, nutrient concentrations (total nitrogen and total phosphorus), wind forcing, sea surface temperature, salinity, and sea surface height anomalies as a proxy for Loop Current variability. The model achieved strong predictive performance on a chronologically withheld test set, with an overall accuracy of ~90%, balanced accuracy of 87.6%, and ROC–AUC of 0.972, indicating strong discrimination between bloom and non-bloom conditions with high precision and recall for bloom events. Bloom timing and persistence were captured with strong agreement during ongoing bloom periods, while non-bloom conditions were identified with low false-positive rates. Feature-response analyses indicated that bloom probability increased most sharply under moderate discharge and nutrient conditions, with diminished sensitivity at higher extremes. Learning curve analysis demonstrated robust training performance and stable generalization, with validation accuracy plateauing near 84%, suggesting a data-limited ceiling on forecast skill. By aggregating nutrient inputs across multiple watersheds and integrating spatially aligned bloom observations, this study demonstrates the utility of multi-source machine learning frameworks for regional-scale HAB prediction. The results support the development of early warning tools and provide a reproducible foundation for evaluating how combined watershed loading and physical forcing are associated with K. brevis bloom occurrence in complex estuary systems with watershed and coastal coupling. Full article
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25 pages, 2320 KB  
Article
A Descriptive Analysis of Mediterranean Diet Meal Plans Using the Dietary Inflammatory Index, Dietary Antioxidant Index, and Dietary Lipid Indices: Implications for Dietary Intervention for Metabolic Dysfunction-Associated Steatotic Liver Disease (MASLD) Research
by Melvin Bernardino, Claudio Tiribelli and Natalia Rosso
Nutrients 2026, 18(8), 1281; https://doi.org/10.3390/nu18081281 - 17 Apr 2026
Viewed by 1013
Abstract
Background/Objectives: Metabolic dysfunction-associated steatotic liver disease (MASLD) is a common chronic liver disorder linked to obesity, insulin resistance, and dyslipidemia. Nutrition plays a central role in modulating hepatic lipid metabolism, oxidative stress, and inflammation, yet practical, evidence-based dietary strategies remain limited. This [...] Read more.
Background/Objectives: Metabolic dysfunction-associated steatotic liver disease (MASLD) is a common chronic liver disorder linked to obesity, insulin resistance, and dyslipidemia. Nutrition plays a central role in modulating hepatic lipid metabolism, oxidative stress, and inflammation, yet practical, evidence-based dietary strategies remain limited. This study aimed to develop Mediterranean diet-based meal plans with varying macronutrient compositions and to characterize their nutritional profiles, as well as to evaluate them using established nutritional indices and diet score calculations, such as the Dietary Inflammatory Index, Dietary Antioxidant Index, and dietary lipid indices. Methods: Clinical practice guidelines (CPGs) from various academic and professional organizations were reviewed to assess current non-pharmacological treatments for MASLD, with a focus on determining whether the Mediterranean diet is the most recommended dietary pattern. Traditional, low-carbohydrate, and low-fat MedDiet patterns were translated into food-based meal plans. A 7-day meal plan was developed and analyzed for nutrient composition, then evaluated using the Dietary Inflammatory Index (DII), Dietary Antioxidant Index (DAI), Dietary Lipophilic Index (DLI), and Dietary Lipophilic Load (DLL). A Western diet (WD) that is characterized by ultra-processed food (UPF) was included as a comparative reference. Results: The validated dietary score calculations showed that all MedDiet patterns demonstrated consistently low DII scores (−2.00 to −2.81) and high DAI scores (3 to 20.03), whereas the WD showed high DII scores (5.0 to 6.09) and low DAI scores (−12.47 to −17.99). Despite these variations in macronutrients, the menu developed in the study on three MedDiet patterns showed negative DII and positive DAI scores. When comparing the traditional MedDiet with the WD, which have similar macronutrient distributions, the WD was characterized by less favorable DII and DAI scores. Conclusions: This study provides a descriptive, guideline-informed framework for Mediterranean diet-based meal plans with varying macronutrient compositions. Utilizing DII, DAI, DLI, and DLL offers a potential framework for designing dietary interventions. Further validation through clinical studies is needed to justify the potential for practical and digital translation. Nevertheless, the study provides initial insights that may inform future research on nutritional approaches for MASLD integrating dietary indices. Full article
(This article belongs to the Special Issue Dietetic Management in MASLD (Evidence-Based Therapeutic Strategies))
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Article
Indole-3-Acetic Acid-Assisted Microalgal Biofilm for High-Efficiency Wastewater Purification: Biomass Densification and Pollutant Removal Kinetics
by Qun Wei, Fu Pang, Dan Zhao, Wenxi Chu, Ziming Pan and Xiangmeng Ma
Water 2026, 18(7), 805; https://doi.org/10.3390/w18070805 - 27 Mar 2026
Viewed by 577
Abstract
The enhancement of startup and performance in a Tetradesmus obliquus-polyurethane sponge biofilm system was investigated via the regulation of the phytohormone Indole-3-acetic acid (IAA). IAA supplementation at 1 and 5 mg/L increased biofilm biomass and chlorophyll a content, with the maximum biofilm [...] Read more.
The enhancement of startup and performance in a Tetradesmus obliquus-polyurethane sponge biofilm system was investigated via the regulation of the phytohormone Indole-3-acetic acid (IAA). IAA supplementation at 1 and 5 mg/L increased biofilm biomass and chlorophyll a content, with the maximum biofilm biomass reaching 48.2 mg/g, and improved nutrient removal performance under shock-loading conditions, particularly for total nitrogen (TN) and total phosphorus (TP). IAA treatment was associated with EPS remodeling, including an increase in the protein/polysaccharide ratio to 0.68 and a 16% enrichment in tryptophan-like protein components. These EPS-related changes coincided with a decrease in the absolute zeta potential to −2.49 mV, which may be relevant to enhanced initial biofilm development. The corresponding EPS-related changes were characterized by three-dimensional excitation–emission matrix (3D-EEM) and Fourier transform infrared (FTIR) analyses using representative concentrations. Furthermore, the IAA-treated biofilm showed improved resilience under low, medium, and high loading conditions, with the most favorable TN removal reaching 87% at 1 mg/L IAA. These results suggest that IAA supplementation at 1 and 5 mg/L can promote microalgal biofilm start-up and improve nutrient-removal resilience under the tested conditions, with 5 mg/L showing the strongest response in biofilm growth and structural characterization. Full article
(This article belongs to the Section Wastewater Treatment and Reuse)
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