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Search Results (1,165)

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Keywords = vegetable safety

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18 pages, 2265 KB  
Article
Retail-Level Microbiomes of Organic and Conventional Fresh Produce: A Multi-Kingdom Analysis of Amoeba-Associated Bacterial Viability
by Lara Soler, Laura Moreno-Mesonero, Jorge García-Hernández, Miguel García-Ferrús, Andrés Zornoza and Yolanda Moreno
Foods 2026, 15(12), 2230; https://doi.org/10.3390/foods15122230 (registering DOI) - 20 Jun 2026
Abstract
The increasing consumption of fresh organic produce has given rise to concerns regarding the microbiological safety of minimally processed foods. Organic cultivation may be associated with increased exposure to environmental microorganisms due to soil-based inputs and reduced chemical interventions, including both beneficial taxa [...] Read more.
The increasing consumption of fresh organic produce has given rise to concerns regarding the microbiological safety of minimally processed foods. Organic cultivation may be associated with increased exposure to environmental microorganisms due to soil-based inputs and reduced chemical interventions, including both beneficial taxa and potential foodborne pathogens. Fresh produce is known to harbour complex microbial ecosystems, which are shaped by farming practices, plant physiology, handling, packaging and storage, particularly in raw-consumed products such as leafy greens and strawberries. In this study, bacterial (16S rRNA) and eukaryotic (18S rRNA) communities were characterized by amplicon sequencing. In parallel, an amoeba-associated bacterial microbiome was analyzed and DVC-FISH was used to assess the viability and metabolic activity of pathogenic bacteria internalized within free-living amoebae (FLA). No significant differences in alpha or beta diversity were observed between organic and conventional products, suggesting microbiome convergence at the retail stage driven by post-harvest handling and processing. Potentially pathogenic genera, including Pseudomonas, Stenotrophomonas, and Acinetobacter (bacterial), as well as Tilletiopsis, Candida, and Naegleria (eukaryotic), were identified in both organic and non-organic microbiomes. The viability of FLA-internalized Pseudomonas spp. was confirmed by DVC-FISH, demonstrating that FLA act as reservoirs, enhancing pathogen persistence in fresh produce. This integrated assessment of organic and conventional fruits and vegetables at the retail stage highlights the importance of post-harvest handling and retail conditions in shaping microbiological safety. The integration of microbiome profiling with targeted viability analyses demonstrates that downstream stages are critical control points for food safety and consumer exposure, beyond the influence of the production system alone. Full article
(This article belongs to the Special Issue Emerging Trends in Food Microbiology and Food Safety)
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62 pages, 4428 KB  
Review
From Agri-Food Byproducts to High-Value Bioactive Compounds: A Critical Review Linking Green Recovery and Chemical Profiling to Circular Valorization
by Hyo Jun Won and Ae-jin Choi
Molecules 2026, 31(12), 2136; https://doi.org/10.3390/molecules31122136 - 17 Jun 2026
Viewed by 233
Abstract
Agri-food byproducts are increasingly recognized as sustainable feedstocks for high-value bioactive compounds; but their practical valorization requires integrated evidence on recovery conditions; chemical composition; bioactivity; and application readiness. This review critically examines green recovery strategies and chemical profiling platforms for bioactive compounds recovered [...] Read more.
Agri-food byproducts are increasingly recognized as sustainable feedstocks for high-value bioactive compounds; but their practical valorization requires integrated evidence on recovery conditions; chemical composition; bioactivity; and application readiness. This review critically examines green recovery strategies and chemical profiling platforms for bioactive compounds recovered from peels; pomace; seed residues; hulls; vegetation waters; and pruning waste. Emphasis is placed on how extraction variables shape chemical profiles; extract quality; and reported biological activities. Ultrasound- and microwave-assisted extraction; enzyme- and fermentation-assisted recovery; supercritical fluid extraction; pressurized liquid extraction; pulsed electric field-assisted pretreatment; and green solvent-based extraction are discussed in terms of target-compound selectivity; solvent and energy demand; process safety; scalability; and sustainability-related evidence. Chromatographic; mass-spectrometric; spectroscopic; and metabolomics-based profiling approaches are evaluated for identification; annotation; quantification; fingerprinting; quality-marker selection; and standardization; with confidence levels distinguished according to authentic-standard matching; tandem mass spectrometry evidence; spectral libraries; or fingerprint-level evidence. Circular valorization pathways in food; nutraceutical; cosmetic; pharmaceutical, and biopesticide-related applications are further considered with attention to feedstock heterogeneity; process standardization; stability; safety; regulatory feasibility; scalability; and techno-economic feasibility. Overall; this review provides a linkage-oriented framework for developing standardized; application-readiness-oriented bioactive candidates from agri-food byproducts. Full article
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22 pages, 3438 KB  
Article
Comparative Genomics of Fermented Vegetable-Derived Leuconostoc mesenteroides from Biodiversity Hotspot Yunnan, China
by Yijin Zhu, Haoran Yang, Rong Tang, Sijia Duan, Junfei Chen, Yingli Cai, Ling Zou, Xing Wan and Qiao Shi
Microorganisms 2026, 14(6), 1350; https://doi.org/10.3390/microorganisms14061350 - 16 Jun 2026
Viewed by 181
Abstract
Fermented vegetables in Yunnan Province, China, harbor abundant microbial diversity. However, the development of indigenous starter cultures remains under-utilized. Genomic information regarding Leuconostoc (L.) mesenteroides isolates from this region is particularly scarce. To assess the genomic characteristics of eight L. mesenteroides [...] Read more.
Fermented vegetables in Yunnan Province, China, harbor abundant microbial diversity. However, the development of indigenous starter cultures remains under-utilized. Genomic information regarding Leuconostoc (L.) mesenteroides isolates from this region is particularly scarce. To assess the genomic characteristics of eight L. mesenteroides isolates from traditional Yunnan fermented vegetables, we performed whole-genome sequencing and conducted a comparative analysis with 21 publicly available vegetable-derived genomes. Comparative genomic analysis revealed marked variation in genome size and plasmid content, and pangenome analysis indicated an open configuration. Core-genome multilocus sequence typing (cgMLST) of the eight indigenous isolates showed high allelic diversity, indicating a genetically heterogeneous and non-clonal population. Phylogenomic analysis revealed that the evolutionary relationships among the 29 strains were not strictly correlated with their vegetable sources, suggesting an influence from other factors, such as geographic origin and region-specific processing methods. Similar to the profiles of the 21 publicly available genomes, inactive prophages, intrinsic vancomycin resistance genes, and genomic island fragments were detected in eight isolates, whereas no known virulence genes were identified. Bacteriocin gene clusters varied among strains, while stress tolerance and probiotic-related genes were conserved. Overall, these results provide genomic indications relevant to the safety, adaptability, and fermentation potential of indigenous L. mesenteroides from Yunnan. However, because these functional traits are inferred solely from genomic predictions, subsequent experimental validation is essential to confirm their phenotypic properties and technological efficacy. Full article
(This article belongs to the Section Plant Microbe Interactions)
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22 pages, 5638 KB  
Article
Water Footprint-Based Optimization of Crop Planting Structure for Sustainable Agricultural Water Management in Hunan Province, China
by Yu Tang, Yingran Li, Rong Chen, Rui Sun, Borui Wang, Anze Dong, Yuqi Fang and Wei Wang
Sustainability 2026, 18(12), 6034; https://doi.org/10.3390/su18126034 - 12 Jun 2026
Viewed by 204
Abstract
Given the mounting pressure on agricultural water resources in China, which poses a threat to agricultural production safety, this study focuses on Hunan Province and analyzes five major crops over the period 2012–2022. Using a water footprint (WF) accounting method, it quantifies grey [...] Read more.
Given the mounting pressure on agricultural water resources in China, which poses a threat to agricultural production safety, this study focuses on Hunan Province and analyzes five major crops over the period 2012–2022. Using a water footprint (WF) accounting method, it quantifies grey water from non-point source pollution and optimizes planting structures under 5%, 10%, and 15% water-saving scenarios. The results indicate that crop water footprints per unit mass follow the descending order: oilseeds, leaf tobacco, rice, fruits, and vegetables. Regarding water footprint components, green water footprint accounts for the largest proportion, playing a dominant role in crop water use, followed by grey water footprint. Blue water footprint and irrigation losses contribute the least. After optimization, under the 5% and 10% water-saving scenarios, the cultivated areas for rice, oilseeds, and leaf tobacco decreased compared to 2021, while those for vegetables and fruits increased. Under the 15% water-saving scenario, all crop planting areas were reduced relative to 2021. The optimized crop planting structure enhanced water use efficiency by 0.35%, 0.58% and 0.77%, respectively, under water-saving scenarios of 5%, 10% and 15%. These results provide a scientific basis for sustainable agricultural water management in Hunan Province. Full article
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30 pages, 5624 KB  
Review
Dietary Plant-Derived Phenolic Acids and Phenolamides as Natural Preservatives: Antibacterial, Antioxidant and Food Preservation Applications
by Zhoujing Li, Xin Li, Erzheng Su, Jiasheng Wu and Fangwei Yang
Foods 2026, 15(12), 2100; https://doi.org/10.3390/foods15122100 - 11 Jun 2026
Viewed by 234
Abstract
Food spoilage from microbial contamination and oxidation drives the search for natural preservatives. Phenolic acids (PAs) and phenolamides are plant-sourced metabolites with broad-spectrum antimicrobial and antioxidant activities. This review comprehensively examines their sources, classification, structure–activity relationships, and multi-target mechanisms. PA antimicrobial action involves [...] Read more.
Food spoilage from microbial contamination and oxidation drives the search for natural preservatives. Phenolic acids (PAs) and phenolamides are plant-sourced metabolites with broad-spectrum antimicrobial and antioxidant activities. This review comprehensively examines their sources, classification, structure–activity relationships, and multi-target mechanisms. PA antimicrobial action involves membrane disruption, intracellular acidification, and oxygen species generation, while antioxidant effects rely on hydrogen donation and metal chelation. For phenolamides, antimicrobial evidence is largely indirect, based on computational docking and one non-food nucleotide biosynthesis study, and direct validation of these mechanisms in food matrices against common foodborne pathogens is lacking. Delivery strategies (direct incorporation, encapsulation, edible coatings, active packaging) are critically evaluated, with emphasis on PA-grafted chitosan systems. Applications of PAs in fruits, vegetables, meat, aquatic products, and lipid-rich emulsions are summarized. Phenolamide applications are limited by low natural abundance, high purification costs, poor aqueous solubility, and a historical bias toward pharmacology. Safety assessments confirm favorable profiles for many PAs and select phenolamides, though chronic toxicity data for phenolamides remain limited. This review provides a theoretical framework for leveraging PAs and emerging phenolamides as natural preservatives and identifies critical knowledge gaps requiring future investigation. Full article
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20 pages, 5667 KB  
Article
Reclaiming Mercury Tailings as Urban Parks: Evidence from Soil and Vegetation Responses
by Changwei Zhou, Dehong Xue, Zhongliang Peng and Yilei Chen
J. Parks 2026, 1(2), 9; https://doi.org/10.3390/jop1020009 - 10 Jun 2026
Viewed by 173
Abstract
The switch in land use of abandoned tailings can precondition their reuse as newly built parks. This study investigated the feasibility of reusing a remediated mercury (Hg) retorting site in Wanshan, Guizhou Province, China, as a functional urban park by assessing residual heavy [...] Read more.
The switch in land use of abandoned tailings can precondition their reuse as newly built parks. This study investigated the feasibility of reusing a remediated mercury (Hg) retorting site in Wanshan, Guizhou Province, China, as a functional urban park by assessing residual heavy metal risks and associated vegetation responses. Field investigations were conducted across 31 park sites distributed along an east–west geographical gradient from the former mining area to urban parks, using replicated plots to sample the surface soils and dominant plant species. The concentrations of arsenic (As), cadmium (Cd), mercury (Hg), manganese (Mn), and lead (Pb) in soil and plant tissues were quantified using inductively coupled plasma–mass spectrometry, and vegetation structure and diversity were evaluated using standard community indices. The results showed significant spatial variability in soil and plant metal concentrations, with higher levels generally observed near historically impacted areas of the mine. However, all soil metal concentrations were below the national safety thresholds. Plant tissues exhibit controlled metal accumulation within normal or regulated ranges, reflecting the effective screening of tolerant and hyperaccumulating species. Increasing heavy metal concentrations were associated with reduced vegetation coverage, height, and diversity along the gradient. Overall, the findings indicate that the reclaimed Hg retorting site almost met ecological safety requirements, but more data on deep soils, groundwater, and long-term observations are needed to draw more conclusive conclusions. Full article
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27 pages, 4424 KB  
Review
Food Industry By-Products as Natural Preservatives: Supporting Adolescent Food Literacy and Critical Food Choices
by Paula Silva
Nutrients 2026, 18(12), 1859; https://doi.org/10.3390/nu18121859 - 9 Jun 2026
Viewed by 144
Abstract
This review aims to critically examine food industry by-products as potential sources of natural preservatives and to discuss how this evidence can be translated into adolescent food literacy, label interpretation, and critical food choices. Adolescents are increasingly exposed to food labels and claims [...] Read more.
This review aims to critically examine food industry by-products as potential sources of natural preservatives and to discuss how this evidence can be translated into adolescent food literacy, label interpretation, and critical food choices. Adolescents are increasingly exposed to food labels and claims about “natural,” “clean-label,” “upcycled,” “sustainable,” and “circular” foods, which may not always be transparent or supported by sufficient evidence regarding their safety, efficacy, sensory quality, consumer acceptance, or environmental benefit. Therefore, they need more than nutritional information; they need to interpret labels, question sustainability claims, and understand how food innovations are produced, tested, communicated, and regulated. Food by-products such as fruit and vegetable pomaces, peels, seeds, skins, olive and wine residues, cereal by-products, coffee silverskin, and cocoa residues are promising resources for clean-label preservation and circular food systems because they may contain phenolics, flavonoids, carotenoids, anthocyanins, essential oils, pectin, dietary fibers, and other compounds with antioxidant, antimicrobial, coloring, stabilizing, and texturizing properties. However, the bioactive potential alone does not guarantee that a by-product-derived ingredient is safe, effective, acceptable, scalable, or sustainable. Its use requires extraction, stabilization, real-food validation, safety assessment, sensory optimization, regulatory compliance, and sustainability evaluation. The review concludes that by-product-derived natural preservatives are both technological resources and educational tools. Future research and education should connect food preservation, label interpretation, food safety, sensory quality, sustainability evidence, and consumer decision-making to empower adolescents as critical consumers and informed agents of change in sustainable food systems. Full article
(This article belongs to the Section Nutrition and Public Health)
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27 pages, 7231 KB  
Article
Enhanced Detection of Subsurface Combustion: An Improved Index Combined with Time Series Analysis
by Guoqin Wang, Zhijun Zhen, Xin Liu and Shengbo Chen
Remote Sens. 2026, 18(12), 1901; https://doi.org/10.3390/rs18121901 - 9 Jun 2026
Viewed by 200
Abstract
Subsurface combustion in coal mines poses a significant threat to ecosystem integrity, geological stability, and public safety. Effective risk mitigation requires continuous monitoring and accurate detection of combustion dynamics. In this study, an improved subsurface combustion index (SCI) was developed based on multisource [...] Read more.
Subsurface combustion in coal mines poses a significant threat to ecosystem integrity, geological stability, and public safety. Effective risk mitigation requires continuous monitoring and accurate detection of combustion dynamics. In this study, an improved subsurface combustion index (SCI) was developed based on multisource remote sensing indicators, and long-term time series observations (2010–2025) were used to characterize its spatiotemporal evolution. Results show that dREGI achieved the highest anomaly discrimination among all evaluated vegetation indices, with an M-statistic of 1.4186, outperforming NDVI (1.1073) and EVI (0.8226). Adaptive principal component analysis identified dREGI and H as the dominant contributors to SCI construction. Separability analysis further demonstrated that integrating dREGI with LST and H improved the performance of the composite SCI by 16.3%, increasing its M-statistic from 0.959 to 1.115 relative to the dREGI-only baseline. Temporally, subsurface combustion exhibits a multi-stage evolution, with initial anomalies emerging around 2013, followed by a transitional phase during 2014–2018. Activity intensifies during 2019–2023, peaks in 2023, and declines in 2024, indicating residual combustion. Spatially, high-risk areas are concentrated in the eastern region, while moderate and low-risk zones occur in the central and western regions, respectively. These results demonstrate that the proposed indices provide a more robust and sensitive framework for early warning and spatial delineation of subsurface combustion zones. Full article
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32 pages, 514 KB  
Article
Assessment of Pesticide Residue Content in Fresh Plant-Based Products Available on the Serbian Market Using the QuEChERS Method Combined with LC-MS/MS and GC-MS/MS
by Danica Mrkajić, Isidora Kecojević, Vladimir Tomović, Biljana Bajić, Milana Lazović, Ana Joksimović, Aleksandra Martinović, Dragan Vujadinović, Milena Terzić and Vesna Đorđević
Foods 2026, 15(12), 2081; https://doi.org/10.3390/foods15122081 - 8 Jun 2026
Viewed by 308
Abstract
Pesticides play a crucial role in modern agriculture by protecting crops from pests, diseases, and weeds, thereby contributing to increased agricultural productivity and food security. However, their extensive use may lead to the presence of residues in food products, particularly vegetables, which can [...] Read more.
Pesticides play a crucial role in modern agriculture by protecting crops from pests, diseases, and weeds, thereby contributing to increased agricultural productivity and food security. However, their extensive use may lead to the presence of residues in food products, particularly vegetables, which can pose potential risks to human health. Therefore, continuous monitoring of pesticide residues in vegetables is essential to ensure food safety, assess dietary exposure, and protect consumers from possible acute and chronic health effects associated with pesticide intake. In this study, the concentrations of pesticide residues were determined in 1236 samples of 44 vegetable species collected over a four-year period. Vegetables originated from 39 countries, including Serbia (n = 213). Pesticide residues were determined by liquid chromatography–tandem mass spectrometry (LC-MS/MS) and gas chromatography–tandem mass spectrometry (GC-MS/MS) after extraction using a modified QuEChERS protocol. A total of 148 pesticide residues were detected. Of the vegetable samples, 40.13% had pesticide residues at or above 0.01 mg/kg, and 1.78% exceeded the maximum residue limits (MRLs) set by the Serbian regulation. MRL values were most often exceeded in ginger, cucumber, and spinach. The most frequently found pesticide was imidacloprid (detected in 74 samples, 5.99%). Multiple pesticides were detected in 22.01% of the vegetable samples, and one tomato sample contained up to 10 pesticide residues. Based on the available data and further development of a representative dataset, together with appropriate statistical analyses, dietary exposure assessments for pesticides can be conducted. Full article
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22 pages, 4718 KB  
Article
A Multi-Task Learning Model Based on DTP-MMoE for Identification of Olive Oil Multi-Adulteration Using Raman Spectroscopy
by Xuewen Qin, Yulong Chen, Bing Li, Shan Zeng, Gaoxiang Mei and Chen Yu
Foods 2026, 15(11), 2030; https://doi.org/10.3390/foods15112030 - 5 Jun 2026
Viewed by 277
Abstract
Olive oil adulteration with low-cost vegetable oils poses a serious food safety concern. This study proposes a Dynamic Task Priority Multi-Gate Mixture-of-Experts (DTP-MMoE) model based on Raman spectroscopy to simultaneously perform the qualitative discrimination of adulteration types and quantitative prediction of adulteration ratios. [...] Read more.
Olive oil adulteration with low-cost vegetable oils poses a serious food safety concern. This study proposes a Dynamic Task Priority Multi-Gate Mixture-of-Experts (DTP-MMoE) model based on Raman spectroscopy to simultaneously perform the qualitative discrimination of adulteration types and quantitative prediction of adulteration ratios. The model learns shared spectral representations through expert networks and task-specific gating mechanisms, while a dynamic task priority loss function adaptively balances optimization between the classification and regression tasks. Experimental results demonstrated that the DTP-MMoE model achieved a classification accuracy of 99.15% and a coefficient of determination (R2) of 0.99 for prediction, significantly outperforming conventional single-task and multi-task baselines. Ablation studies confirmed the critical contributions of the gating mechanism, expert network configuration, and dynamic weighting strategy. Furthermore, external validation on commercial blended oil samples not involved in training yielded a mean absolute error (MAE) of 0.317%, an RMSE of 0.459%, and a MAPE of 6.34%, demonstrating good generalization capability. The proposed method provides an efficient, non-destructive, and reliable analytical tool for rapid screening of olive oil authenticity, showing considerable promise for application in food quality control and regulatory practice. Full article
(This article belongs to the Section Food Analytical Methods)
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16 pages, 525 KB  
Article
Impact of Boiling on Cyanogenic Detoxification and Nutrient Retention in Cnidoscolus aconitifolius (Chaya) Leaves
by Chavisa Praditukrit, Chawanphat Muangnoi, Pasitta Panritdum and Jintana Sirivarasai
Foods 2026, 15(11), 2028; https://doi.org/10.3390/foods15112028 - 5 Jun 2026
Viewed by 284
Abstract
Cyanogenic glycosides in leafy vegetables pose significant food safety concerns because they release hydrogen cyanide (HCN) when plant tissue is disrupted. Although boiling is widely used for detoxification, its effects on nutritional quality and bioactive compounds remain insufficiently characterized. This study evaluated the [...] Read more.
Cyanogenic glycosides in leafy vegetables pose significant food safety concerns because they release hydrogen cyanide (HCN) when plant tissue is disrupted. Although boiling is widely used for detoxification, its effects on nutritional quality and bioactive compounds remain insufficiently characterized. This study evaluated the effects of boiling on HCN, carotenoids, antioxidant capacity, and nutrient retention in Cnidoscolus aconitifolius (chaya) leaves. Antioxidant capacity was determined using the oxygen radical absorbance capacity, ferric reducing antioxidant power, and 2,2-diphenyl-1-picrylhydrazyl assays. An integrative nutrient retention index (NRI) was used to assess overall nutrient preservation. Boiling reduced HCN by 99.94%, confirming effective detoxification through hydrolysis, volatilization, and leaching. β-carotene showed high retention (95.8%), whereas thiamine (0.91%) and riboflavin (16.67%) were markedly reduced. Potassium retention was also low (24.85%). The total phenolic content and antioxidant capacity decreased significantly after boiling. The NRI indicated high retention of bioactive compounds (85.95%) but lower retention of vitamins (25.81%) and minerals (52.85%), yielding a global value of 54.92%. These findings highlight a trade-off between food safety and nutritional quality. Therefore, boiling remains a critical safety intervention for chaya and provides a useful model for optimizing processing conditions to balance detoxification with functional value. Full article
(This article belongs to the Section Food Toxicology)
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29 pages, 1529 KB  
Article
Segment-Based Multi-Criteria Dynamic Assessment of the Rational Applicability of Decarbonization Technologies to Commercial Fishing Vessels
by Žilvinas Vainoras and Sergejus Lebedevas
J. Mar. Sci. Eng. 2026, 14(11), 1055; https://doi.org/10.3390/jmse14111055 - 4 Jun 2026
Viewed by 321
Abstract
The sustainable development of all economic sectors, including transport, requires decarbonization approaches that reduce greenhouse-gas emissions while preserving operational viability. This article develops a segment-based preliminary multi-criteria framework for evaluating the rational applicability of decarbonization technologies to commercial fishing vessels and demonstrates it [...] Read more.
The sustainable development of all economic sectors, including transport, requires decarbonization approaches that reduce greenhouse-gas emissions while preserving operational viability. This article develops a segment-based preliminary multi-criteria framework for evaluating the rational applicability of decarbonization technologies to commercial fishing vessels and demonstrates it for existing medium-to-large trawlers. The central premise is that decarbonization technologies cannot be ranked universally for the whole fishing fleet because vessel type, fishing gear, operating cycle, autonomy, onboard energy demand, and port dependence strongly affect practical applicability. Ten alternatives are assessed: sustainable drop-in biofuels/biodiesel/HVO (Hydrotreated Vegetable Oil), LNG/BioLNG/LBG, methanol, hydrogen fuel cells, ammonia, hybrid systems, operational measures, hull-form or hydrodynamic modifications, waste heat recovery and wind-assisted propulsion. Seven benefit-type criteria are combined using trawler-specific Rank-Order Centroid weights, Simple Additive Weighting, and a dynamic rationality extension for 2026, 2030, 2040, and 2050. The 2026 baseline results place operational measures and sustainable drop-in biofuel/HVO pathways in the leading practical group, while hydrogen and ammonia remain weak because of storage, safety, infrastructure, cost, and integration constraints. By 2050, a mixed long-term group emerges where HVO, LNG/BioLNG/LBG, methanol, ammonia, and hydrogen are all relevant, with no single dominant alternative. The framework supports early-stage screening before vessel-specific LCA, LCCA, CFD, safety assessment, and retrofit or newbuild design. Although this methodological approach was demonstrated for existing medium-to-large trawlers, the authors believe that it can be adapted for retrofit cases, other fishing vessel segments, and other types of seagoing vessels. Full article
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29 pages, 34946 KB  
Article
SBAS-InSAR-Based Monitoring and Hierarchical Spatiotemporal Deep Learning for Subsidence Monitoring and Prediction in Active Mining Areas: A Case Study of the Dexing Copper Mine
by Zhaoxu Zhang, Lei Qian, Yahan Wu, Yujia Chen, Yuanheng Sun and Dan Wan
Remote Sens. 2026, 18(11), 1810; https://doi.org/10.3390/rs18111810 - 2 Jun 2026
Viewed by 338
Abstract
Intensive mining over recent decades has caused severe ground subsidence in mining regions, threatening safety and long-term sustainability. High-precision, continuous monitoring and prediction of subsidence are therefore urgently needed. Traditional methods—terrestrial surveying and GPS—offer limited coverage, sparse measurement points, high costs, and poor [...] Read more.
Intensive mining over recent decades has caused severe ground subsidence in mining regions, threatening safety and long-term sustainability. High-precision, continuous monitoring and prediction of subsidence are therefore urgently needed. Traditional methods—terrestrial surveying and GPS—offer limited coverage, sparse measurement points, high costs, and poor scalability, making them unsuitable for large-scale, long-term surface deformation monitoring. InSAR is widely used for ground deformation monitoring due to its wide-area coverage, long-term sampling, high spatial resolution, and millimeter-scale precision. However, conventional InSAR often fails in vegetated areas and under steep deformation gradients—common in mining zones. To overcome these limitations, this study applied SBAS-InSAR, a method better suited for large-magnitude, continuous subsidence monitoring in mining areas. This study proposed an enhanced hierarchical spatiotemporal dependency graph neural network (HSDGNN) integrated with a Long Short-Term Memory (LSTM) module to improve temporal feature representation. Using this model, this study predicted surface subsidence at the Dexing Copper Mine under environmental drivers. Key findings are as follows: (1) Surface subsidence exhibited pronounced spatial heterogeneity and strong temporal nonlinearity; major subsidence zones were localized in open-pit excavation areas and waste rock dumps, with peak subsidence rates reaching −126.121 mm/yr. (2) Precipitation and soil moisture emerged as the dominant environmental controls on subsidence, displaying distinct seasonal modulation and quantifiable lagged responses—up to several months—relative to subsidence onset. (3) The HSDGNN model achieved high predictive accuracy for both Mine 1 and Mine 2, attaining R2 values of up to 0.9950. This work establishes a robust, scalable, and operationally viable framework for high-precision subsidence monitoring and forecasting in geologically and anthropogenically complex mining environments. Full article
(This article belongs to the Special Issue Role of SAR/InSAR Techniques in Investigating Ground Deformation)
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35 pages, 1334 KB  
Review
From Ancient Fermentation to Modern Functional Foods: Food Microbiology and Biotechnology at the Interface of Tradition and Innovation
by Ana Yanina Bustos and Theodoros Varzakas
Appl. Sci. 2026, 16(11), 5510; https://doi.org/10.3390/app16115510 - 2 Jun 2026
Viewed by 323
Abstract
Fermentation is one of the oldest food preservation and transformation strategies developed by human societies. Its cultural appropriation predates even the scientific understanding of the role of microorganisms and their metabolic functions. However, significant knowledge gaps remain regarding the mechanisms underlying these effects, [...] Read more.
Fermentation is one of the oldest food preservation and transformation strategies developed by human societies. Its cultural appropriation predates even the scientific understanding of the role of microorganisms and their metabolic functions. However, significant knowledge gaps remain regarding the mechanisms underlying these effects, as well as safety considerations and regulatory frameworks. This review addresses these gaps through an integrative analysis of the literature, including peer-reviewed studies and systematic reviews focused on food microbiology, microbial dynamics, and health-promoting mechanisms. In particular, yogurt and cheese are addressed as case studies to review the past and present of these ancestral foods in terms of the evolution of fermentation processes, from spontaneous fermentation to controlled and standardized systems, along with the modern biotechnological tools used to characterize and monitor complex microbial communities. Substrates such as stevia, fruits, vegetables, and plant-based milk substitutes are also explored. The scope encompasses enzymatic transformation of raw substrates, biosynthesis of bioactive metabolites, effects on the gut microbiota, and the use of fermented foods as vehicles for “biotic” compounds. Particular attention is paid to safety and regulatory aspects. Fermented foods are culturally important and promising functional platforms, although standardized regulatory frameworks and stronger mechanistic and clinical evidence regarding their health benefits are still needed. Full article
(This article belongs to the Special Issue Innovative Perspectives on Food Microbiology and Biotechnology)
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40 pages, 14973 KB  
Review
Caffeic Acid and Human Health: Evidence-Based Roles in Disease Prevention and Treatment
by Saleh A. Almatroodi and Arshad Husain Rahmani
Int. J. Mol. Sci. 2026, 27(11), 4719; https://doi.org/10.3390/ijms27114719 - 23 May 2026
Viewed by 682
Abstract
Caffeic acid (CA) is a phenolic compound commonly found in fruits, vegetables, and coffee, with preclinical evidence demonstrating its important role in disease management through different mechanisms of action. This review aimed to explore CA’s pharmacological effects in different pathological conditions, and sources [...] Read more.
Caffeic acid (CA) is a phenolic compound commonly found in fruits, vegetables, and coffee, with preclinical evidence demonstrating its important role in disease management through different mechanisms of action. This review aimed to explore CA’s pharmacological effects in different pathological conditions, and sources were retrieved by using databases like PubMed, Scopus, Google Scholar, and Web of Science and based on preclinical studies. CA notably protects cells and tissues from oxidative stress and inflammation, highlighting its therapeutic role in the management of pathogenesis. The neuroprotective, cardioprotective, hepatoprotective, anti-microbial, and anti-obesity effects are reported through in vitro and in vivo studies. Moreover, its anticancer effects are linked to modulation of cell signaling pathways, together with angiogenesis, cell cycle, apoptosis, and the PI3K/Akt pathway. This article explores how caffeic acid influences health conditions, providing a comprehensive overview of its effects on disease processes. Reviewing the literature aims to enhance the understanding of caffeic acid’s role in disease management and as a natural therapeutic agent. Although several studies demonstrate the anticancer effects and its role in the management of various pathological conditions, most of the existing evidence is based on in vitro, in vivo, and xenograft models. Moreover, many natural compounds, including CA, that exhibit activity in preclinical settings fail to translate into clinical applications, due to restrictions of poor bioavailability, toxicity, rapid metabolism, and differences in the tumor microenvironment. Thus, future studies should emphasize well-designed in vivo studies as well as controlled clinical trials to better describe CA’s safety, efficacy, mechanism of action, and therapeutic application in humans. Further investigation of its interactions with other therapeutic agents may offer insights into synergistic effects that enhance treatment efficacy. Overall, a more comprehensive understanding of this compound will be indispensable for its development as a therapeutic agent in the treatment of chronic disease. Full article
(This article belongs to the Special Issue New Advances in Bioactive Compounds in Health and Disease)
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