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15 pages, 580 KB  
Article
Parenting Style, Caregiver Stress, and Energy-Dense Feeding Episodes in Low-Income Preschoolers: A Pilot Ecological Momentary Assessment Study
by Maryam Yuhas, Katherine M. Kidwell, Xuezhu Hua, Greta M. Smith and Lynn S. Brann
Nutrients 2026, 18(9), 1356; https://doi.org/10.3390/nu18091356 (registering DOI) - 24 Apr 2026
Abstract
Background/Objectives: Excess consumption of energy-dense foods (EDF; ultra-processed snacks, sweets, and sugar-sweetened beverages) among preschool-aged children is a public health concern, particularly in low-income families. Caregiver parenting style, psychological stress, and food-parenting practices (FPP) may shape children’s EDF consumption, yet little is known [...] Read more.
Background/Objectives: Excess consumption of energy-dense foods (EDF; ultra-processed snacks, sweets, and sugar-sweetened beverages) among preschool-aged children is a public health concern, particularly in low-income families. Caregiver parenting style, psychological stress, and food-parenting practices (FPP) may shape children’s EDF consumption, yet little is known about how these factors operate in real time. This exploratory pilot study examined (1) associations between baseline characteristics and EDF feeding episodes across 1 week and (2) whether caregivers’ momentary stress during EDF episodes related to FPP used. Methods: In total, 22 caregivers of Head Start children (ages 3–5) completed baseline measures and 7 days of ecological momentary assessment (up to seven prompts/day). At each prompt, caregivers reported child EDF consumption in the past hour; if confirmed, they reported FPP used and rated momentary stress. Aim 1 used Poisson regression to model caregiver-level EDF episode counts. Aim 2 tested momentary stress–practice associations during EDF episodes using GEE, with within-person and between-person stress modeled separately. Results: Authoritarian parenting was associated with a higher weekly rate of EDF episodes (RR = 1.43, 95% CI 1.23–1.66, p < 0.001); authoritative parenting trended lower (RR = 0.90, p = 0.065). Higher baseline stress was associated with more EDF episodes (RR = 1.25, p = 0.001). Momentarily, elevated stress above a caregiver’s own average increased odds of using food as a reward (OR = 1.08 per +10 points, p = 0.011), while higher average momentary stress was associated with co-eating (OR = 1.59, p = 0.042). Domain-level FPP composites showed no association with momentary stress. Conclusions: Authoritarian parenting and higher caregiver stress were associated with increased EDF feeding, and momentary stress was linked to reward-based feeding during those episodes. These hypothesis-generating findings suggest potential behavioral targets for just-in-time adaptive intervention, pending replication in adequately powered studies. Full article
(This article belongs to the Section Nutritional Policies and Education for Health Promotion)
18 pages, 949 KB  
Article
Composition Driven Redistribution of Feeding Mechanisms in Hypoeutectic Al–Si–Mg Alloys
by Aleksandra Patarić, Mile Djurdjevic, Srecko Manasijevic, Srecko Stopic and Marija Mihailović
Materials 2026, 19(9), 1744; https://doi.org/10.3390/ma19091744 - 24 Apr 2026
Abstract
This study provides a systematic quantitative assessment of the influence of silicon (5–9 wt.%) and magnesium (0–0.6 wt.%) on the solidification behavior and feeding mechanisms of hypoeutectic Al–Si–Mg casting alloys. Cooling curve analysis combined with first-derivative and ΔT (Tw − Tc) evaluation was [...] Read more.
This study provides a systematic quantitative assessment of the influence of silicon (5–9 wt.%) and magnesium (0–0.6 wt.%) on the solidification behavior and feeding mechanisms of hypoeutectic Al–Si–Mg casting alloys. Cooling curve analysis combined with first-derivative and ΔT (Tw − Tc) evaluation was used to determine characteristic solidification temperatures, including the liquidus, dendrite coherency, rigidity, and solidus temperatures, enabling the precise delineation of feeding regions. Increasing silicon content reduced all characteristic temperatures, while magnesium addition exerted a more pronounced effect on rigidity and solidus temperatures, significantly redistributing the relative contributions of mass, interdendritic, and burst feeding. In particular, magnesium addition systematically expanded the interdendritic feeding interval and reduced the burst-feeding range, promoting earlier dendrite interlocking and restricting melt flow during late-stage solidification. Quantitative temperature ratio analysis revealed that magnesium plays a dominant role in shifting feeding toward interdendritic-controlled flow, especially in low-Si alloys. Sand Hourglass testing confirmed that this redistribution directly correlated with increased shrinkage porosity, with the highest porosity observed in the AlSi9Mg0.6 alloy. The results establish a quantitative link between alloy composition, feeding redistribution, and porosity susceptibility, providing a practical framework for optimizing the design and casting performance of Al–Si–Mg alloys. Full article
(This article belongs to the Special Issue Advances in Process Metallurgy and Metal Recycling)
16 pages, 4073 KB  
Article
Bamboo Milling Process Parameters’ Influence on Sound Level and Surface Performance via Response Surface Methodology
by Haiyang Chen, Dietrich Buck, Jianwen Ding, Xiaolei Guo and Zhaolong Zhu
Forests 2026, 17(5), 521; https://doi.org/10.3390/f17050521 (registering DOI) - 24 Apr 2026
Abstract
This study investigates how key milling parameters influence both cutting noise and surface quality during the machining of laminated bamboo lumber. Using a multifactorial optimal response surface methodology, the effects of fibre orientation (0–135°), spindle speed (7000–10,000 r/min), feed rate (0.5–2.0 m/min) and [...] Read more.
This study investigates how key milling parameters influence both cutting noise and surface quality during the machining of laminated bamboo lumber. Using a multifactorial optimal response surface methodology, the effects of fibre orientation (0–135°), spindle speed (7000–10,000 r/min), feed rate (0.5–2.0 m/min) and milling depth (0.5–2.0 mm) were quantified through 25 experimental runs. Cutting noise, measured as peak sound pressure level (SPL), ranged from 86.8 to 95.2 dB, increasing markedly with fibre angle, feed rate, and milling depth, but exhibiting a non-linear response to spindle speed. Surface roughness (Sa) varied from 2.6 to 11.7 µm and was most strongly governed by milling depth, followed by fibre orientation and feed rate, with a significant interaction between fibre orientation and spindle speed. Quadratic regression models demonstrated strong predictive performance (R2 = 0.97 for SPL; R2 = 0.85 for Sa). Based on the response surfaces, optimal low-noise, high-quality machining was achieved at moderate spindle speeds, low feed rates, and shallow milling depths. These findings provide a mechanistic basis for understanding noise–roughness coupling in bamboo machining and offer practical guidance for computer numerical control processing, tool selection, and industrial noise reduction strategies in bamboo manufacturing. Full article
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19 pages, 998 KB  
Article
Effects of Varying Dietary Lipid and Starch Levels on Growth Performance, Biochemical Components, and Hepatic Glycolipid Metabolism in Hybrid Grouper (Epinephelus lanceolatus ♂ × E. fuscoguttatus ♀)
by Songhang Li, Kun Wang, Mengyao Chen, Yuan Li, Chong Wang, Kai Song, Yichuang Xu and Jidan Ye
Animals 2026, 16(9), 1304; https://doi.org/10.3390/ani16091304 - 23 Apr 2026
Abstract
A 56-day feeding trial was conducted to evaluate the effects of varying dietary lipid and starch levels on growth performance, biochemical components, and hepatic glycolipid metabolism in hybrid grouper. Nine isonitrogenous diets were formulated to contain three levels of lipid (6%, 10%, or [...] Read more.
A 56-day feeding trial was conducted to evaluate the effects of varying dietary lipid and starch levels on growth performance, biochemical components, and hepatic glycolipid metabolism in hybrid grouper. Nine isonitrogenous diets were formulated to contain three levels of lipid (6%, 10%, or 14%) and starch (14%, 21%, or 28%) using a 3 × 3 factorial design. Juvenile fish (initial body weight: 19.06 ± 0.03 g) were randomly allocated to 27 floating net cages (25 fish per cage, three replicates per diet) in an indoor seawater recirculation system and hand-fed to apparent satiation twice daily. Two-way ANOVA was conducted to check treatment effects of dietary lipid and starch levels. No interaction effect between lipid and starch on growth and feed utilization was observed across all treatments; however, significant interactions between the two were observed for condition factor (CF), and some serum biochemical indicators and some hepatic glycolipid metabolic enzyme activities. Growth rate, specific growth rate, and feed efficiency (FE) exhibited a declining trend with increasing dietary lipid levels (p < 0.05). Conversely, hepatosomatic index (HSI), viscerosomatic index (VSI), condition factor, hepatic lipid and glycogen contents, muscle lipid content, serum triglyceride and high-density lipoprotein cholesterol contents, as well as hepatic carnitine palmitoyltransferase 1 (CPT-1) and lipoprotein lipase (LPL) activities, showed an increasing trend (p < 0.05). As lipid levels increased, serum total cholesterol (TC) and total protein (TP) contents dropped to a minimum at the intermediate lipid level (10%) and then rose, regardless of starch level. Hepatic fructose-1,6-bisphosphatase (FBP) activity increased significantly when lipid level rose from 6% to 10% (p < 0.05). With increasing dietary starch levels, HSI, VSI, hepatic and muscle glycogen contents, and serum low-density lipoprotein cholesterol content increased, while FE and serum TP content decreased (p < 0.05). Hepatic CPT-1, LPL, FBP, and pyruvate kinase activities were significantly enhanced when starch levels increased from 14% to 21% or 28% (p < 0.05). Serum aspartate aminotransferase activity was significantly higher in fish fed 14% lipid compared to those fed 6% or 10% lipid. These findings indicate that there is no interaction of dietary lipid and starch on growth and feed utilization, but high dietary lipid (14%) may enhance hepatic lipid oxidation while suppressing glycolysis, thereby limiting growth and promoting hepatic lipid deposition. The results provide a practical reference for optimizing dietary lipid and starch levels in cost-effective feed formulations for hybrid grouper. Full article
(This article belongs to the Special Issue Fish Nutrition, Physiology and Management: Second Edition)
23 pages, 402 KB  
Review
Aphid Management in Crop Systems: Current Strategies and Future Perspectives
by Andie Alexander Gonzales Diaz, Fumin Wang and Honglin Feng
Agriculture 2026, 16(9), 924; https://doi.org/10.3390/agriculture16090924 - 23 Apr 2026
Abstract
Aphids are major agricultural pests worldwide, causing crop damage both through direct piercing-sucking feeding and the transmission of plant viruses. Their multistage life cycle, unique developmental physiology, plasticity in developing pesticide resistance, and multifaceted interactions with host plants and bacterial endosymbionts make effective [...] Read more.
Aphids are major agricultural pests worldwide, causing crop damage both through direct piercing-sucking feeding and the transmission of plant viruses. Their multistage life cycle, unique developmental physiology, plasticity in developing pesticide resistance, and multifaceted interactions with host plants and bacterial endosymbionts make effective control particularly challenging. In this review, we summarize the current toolbox available for aphid control across major crop systems, including chemical pesticides, biological agents, plant resistance, cultural practices, biorational control, and emerging strategies such as RNA interference (RNAi) and symbiosis-targeted approaches. Rather than providing an exhaustive survey of the literature, we draw on conceptual and illustrative studies to critically evaluate the strengths and limitations of each control strategy. Finally, we outline future directions for aphid control, highlighting the potential of modern technologies, such as artificial intelligence (AI), synthetic biology, data-driven analytics, and CRISPR-based genome editing, to expand and improve existing control options. Full article
(This article belongs to the Section Crop Protection, Diseases, Pests and Weeds)
12 pages, 596 KB  
Article
Chemical Characterization and Resource Utilization Potential of By-Products from Hydroponic Strawberry Cultivation
by Se Hun Ju, Young Je Kim, Eun Ji Kim, Daegi Kim, Youngseok Kwon, Jun Gu Lee, Jongseok Park, Beom Seon Lee and Haeyoung Na
Horticulturae 2026, 12(5), 514; https://doi.org/10.3390/horticulturae12050514 - 22 Apr 2026
Viewed by 197
Abstract
Strawberry cultivation generates substantial amounts of agricultural by-products, including spent substrates and plant residues, particularly in hydroponic production systems. However, information on the occurrence and management of these by-products remains limited. This study investigated the generation, disposal practices, and chemical characteristics of by-products [...] Read more.
Strawberry cultivation generates substantial amounts of agricultural by-products, including spent substrates and plant residues, particularly in hydroponic production systems. However, information on the occurrence and management of these by-products remains limited. This study investigated the generation, disposal practices, and chemical characteristics of by-products from hydroponic strawberry cultivation in two major strawberry-producing regions of Republic of Korea, Nonsan and Jinju. Based on national statistics and field surveys, annual by-product generation was estimated at 605,400 m3 of spent substrates and approximately 25,729 t fresh weight and 6003 t dry weight of plant residues. Disposal practices varied regionally: in Jinju, over 80% of by-products were recycled as compost or feed, whereas in Nonsan, recycling rates were lower and a considerable portion remained untreated or were improperly disposed of. Analyses of 463 pesticides and seven heavy metals (Zn, Cu, Ni, Pb, As, Cd, and Hg) confirmed concentrations below the permissible limits, supporting their chemical suitability for potential recycling use. Inorganic analyses revealed high levels of N, Ca, P, and K, suggesting their potential as alternative nutrient sources and as raw materials for recycled fertilizer or soil amendment. Because strawberry by-products are generated continuously throughout the cultivation cycle, their management requires decentralized and long-term strategies. These results provide the first comprehensive assessment of the generation scale, disposal practices, and chemical characteristics of strawberry by-products in Republic of Korea, suggesting their potential as alternative nutrient resources or raw materials for recycled fertilizer or soil amendment under appropriate pretreatment and management. Full article
(This article belongs to the Section Protected Culture)
16 pages, 3621 KB  
Article
Shared-Aperture Antenna Decoupling Optimization Method Based on Deep Learning Assistance
by Wenwu Zhang, Bo Tang, Peng Liu, Peng Li and Lei Li
Electronics 2026, 15(8), 1766; https://doi.org/10.3390/electronics15081766 - 21 Apr 2026
Viewed by 128
Abstract
This paper aims to address the signal coupling problem of a shared-aperture dual-band dual-circularly polarized microstrip antenna. A decoupling optimization method that combined a convolutional neural network (CNN) with binary particle swarm optimization (BPSO) was proposed. The method introduced pixelated decoupling branches near [...] Read more.
This paper aims to address the signal coupling problem of a shared-aperture dual-band dual-circularly polarized microstrip antenna. A decoupling optimization method that combined a convolutional neural network (CNN) with binary particle swarm optimization (BPSO) was proposed. The method introduced pixelated decoupling branches near the antenna feeds, constructed a surrogate model to capture the nonlinear mapping between the branch topology and the electromagnetic performance using a CNN, and adopted BPSO to perform global optimization on the binary pixel matrix, thereby alleviating the time-consuming optimization in a complex, high-dimensional parameter space. Simulation results showed that the optimized S21 was reduced by an average of 20 dB over 1.607–1.620 GHz and by an average of 25 dB over 2.487–2.502 GHz, effectively improving the port isolation. These findings demonstrate that the proposed intelligent optimization strategy is effective and practically applicable for solving antenna decoupling problems. Full article
(This article belongs to the Section Microwave and Wireless Communications)
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26 pages, 5819 KB  
Article
Mechanistic and Structural Analysis of Aflatoxin B1 Degradation by Bacillus safensis Multicopper Oxidase
by Dongwei Xiong, Jiayi Yang, Peng Li, Shuhua Yang and Miao Long
Foods 2026, 15(8), 1451; https://doi.org/10.3390/foods15081451 - 21 Apr 2026
Viewed by 201
Abstract
Aflatoxin B1 (AFB1) is a potent mycotoxin threatening food and feed safety. Here, we report the identification and characterization of a Bacillus safensis-derived multicopper oxidase (BsaMCO) capable of efficient AFB1 detoxification. Recombinant BsaMCO exhibited robust in vitro activity, achieving >78% degradation of [...] Read more.
Aflatoxin B1 (AFB1) is a potent mycotoxin threatening food and feed safety. Here, we report the identification and characterization of a Bacillus safensis-derived multicopper oxidase (BsaMCO) capable of efficient AFB1 detoxification. Recombinant BsaMCO exhibited robust in vitro activity, achieving >78% degradation of AFB1 under 24 h incubation at 37 °C. Optimization experiments revealed that enzyme concentration, pH, temperature, metal ions, and electron acceptors significantly influenced degradation efficiency, defining an operational window suitable for practical applications. LC–MS profiling suggested the presence of transformation products tentatively consistent with oxidative demethylation to aflatoxin P1 (AFP1) and with the formation of AFG2a-like products through subsequent hydration- and oxidation-related transformations. Molecular docking and 100 ns all-atom molecular dynamics (MD) simulations demonstrated stable binding of AFB1 in the T1 copper pocket. Van der Waals and electrostatic interactions, together with a persistent hydrogen bond at Gly323, facilitated single-electron transfer through the intramolecular T2/T3 copper cluster. Principal component and Gibbs free energy analyses confirmed a low-energy, stable conformational ensemble. HepG2 cell assays indicated that BsaMCO-degraded products substantially reduced cytotoxicity and apoptosis compared with native AFB1. Simulated feed experiments further validated enzymatic AFB1 degradation, with approximately 53% reduction after 24 h. Collectively, these findings establish BsaMCO as a safe and effective biocatalyst for AFB1 detoxification, providing mechanistic, structural, and cellular evidence supporting its application in food and feed safety. Full article
(This article belongs to the Special Issue Mycotoxins and Heavy Metals in Food)
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22 pages, 1573 KB  
Article
Preliminary Optimization of Fermentation Process for Efficient Docosahexaenoic Acid Production by an Adaptive Evolution-Derived Strain of Aurantiochytrium limacinum
by Rujirek Nopgason, Tanapawarin Rampai, Thanaporn Dechpreechakul, Kobkul Laoteng and Siwaporn Wannawilai
Fermentation 2026, 12(4), 207; https://doi.org/10.3390/fermentation12040207 - 20 Apr 2026
Viewed by 245
Abstract
Thraustochytrids are promising alternatives for the production of docosahexaenoic acid (DHA; C22:6 n-3), a long-chain polyunsaturated fatty acid with health benefits. For practical application of this oleaginous microorganism, an efficient cultivation method to enhance DHA production is required, which relies on several [...] Read more.
Thraustochytrids are promising alternatives for the production of docosahexaenoic acid (DHA; C22:6 n-3), a long-chain polyunsaturated fatty acid with health benefits. For practical application of this oleaginous microorganism, an efficient cultivation method to enhance DHA production is required, which relies on several factors that support cell growth, lipid accumulation, and lipid turnover. In this study, the robust submerged fermentation of an acid- and high-temperature-tolerant strain of Aurantiochytrium limacinum was investigated. Under controlled temperature and acidic conditions (pH 4.5 and 30 °C), glucose and peptone were the best carbon and nitrogen sources for enhancing biomass and DHA production, respectively, with a glucose concentration of 60 g/L and a C/N ratio of 24 being optimal for DHA production. Applying an aeration rate of 2 vvm and an agitation speed of 300 rpm using a combination of a ring sparger and pitch-blade impeller in a stirred-tank bioreactor improved DHA production using intermittent fed-batch fermentation. The highest DHA titer was obtained at 3.01 g/L, and the DHA content in biomass was 10.69% (w/w) after intermittent feeding of cassava starch hydrolysate as the substrate. Full article
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12 pages, 246 KB  
Article
Plasma Functional Proteins and Peptides: A Sustainable Nutritional Alternative to Support Piglet Performance and Health
by Javier Polo, Yanbin Shen, Joe Crenshaw, Núria Tous and David Torrallardona
Animals 2026, 16(8), 1256; https://doi.org/10.3390/ani16081256 - 19 Apr 2026
Viewed by 254
Abstract
This study evaluated the effects of including spray-dried porcine plasma (SDP) in nursery diets and enzymatically hydrolyzed plasma (EHP) in drinking water on piglet growth performance and post-weaning diarrhea (PWD). Four treatments were tested: CONTROL (soy protein concentrate, SPC), P1SDP (5% SDP in [...] Read more.
This study evaluated the effects of including spray-dried porcine plasma (SDP) in nursery diets and enzymatically hydrolyzed plasma (EHP) in drinking water on piglet growth performance and post-weaning diarrhea (PWD). Four treatments were tested: CONTROL (soy protein concentrate, SPC), P1SDP (5% SDP in phase 1), P1 + P2SDP (5% SDP and 2% SDP in phases 1 and 2), and EHP (0.88% in water during phases 1 and 2). No significant differences among treatments were observed during phase 1. During phase 2 (14–28 days) pigs fed SDP or pigs provided EHP in water had higher average daily gain (ADG; p = 0.001) and feed conversion (GFR; p = 0.013) versus the other groups. Pigs fed SDP in the first two phases had an average d-42 body weight that was 1.54 kg heavier than controls. Post-weaning diarrhea was not observed at any time during the study. These results support the use of SDP and EHP as effective nutritional strategies to enhance the growth and resilience of pigs during the post-weaning period. Both ingredients contribute to sustainable pig production by improving efficiency and promoting circular economy practices through the valorization of animal by-products. Full article
(This article belongs to the Collection Sustainable Animal Nutrition and Feeding)
26 pages, 2070 KB  
Review
Nutrition Management in Critically Ill Children: A Scoping Review of Current Practices and Outcome Measures in the Pediatric Intensive Care Unit
by Isabella R. Purosky, Terry Griggs, Chana Kraus-Friedberg and Mara L. Leimanis-Laurens
Nutrients 2026, 18(8), 1284; https://doi.org/10.3390/nu18081284 - 18 Apr 2026
Viewed by 195
Abstract
Background/Objectives: Nutrition is essential to outcomes in critically ill children; however, optimal timing, route, and composition of feeding remain uncertain. Prior studies demonstrate considerable variability in study design, patient populations, and outcome measures, limiting comparability. This review synthesizes international pediatric intensive care unit [...] Read more.
Background/Objectives: Nutrition is essential to outcomes in critically ill children; however, optimal timing, route, and composition of feeding remain uncertain. Prior studies demonstrate considerable variability in study design, patient populations, and outcome measures, limiting comparability. This review synthesizes international pediatric intensive care unit (PICU) nutrition studies evaluating timing, route, and content of nutritional interventions and summarizes associated clinical outcomes and nutritional adequacy. Methods: A comprehensive scoping review was conducted using the PICOS framework. PubMed and Embase databases were searched for studies published between 2015 and 2025 enrolling critically ill children ≤21 years old admitted to PICUs. Eligible studies assessed timing (early vs. late enteral nutrition), nutritional composition, or feeding route (enteral vs. parenteral). Screening and full-text review were performed independently by two reviewers using Covidence, with discrepancies resolved by a third reviewer. Quality assessment used STROBE. The protocol was registered with PROSPERO. Results: Of 652 identified records, 30 studies met inclusion criteria. Studies were conducted primarily in the United States (27%), with additional contributions from Spain and Brazil (10% each) and several other countries. Study designs included randomized controlled trials (27%) and observational studies (73%). Interventions examined feeding route (14%), nutritional content (38%), and timing (48%). Frequently reported outcomes included feeding intolerance or adverse events, duration of mechanical ventilation, time to nutrition goals, PICU length of stay, mortality, and nutritional adequacy. Conclusions: The contemporary PICU nutrition literature demonstrates persistent heterogeneity in practice and outcomes. This review identifies ongoing gaps in timing, delivery, and adequacy of nutritional support. Full article
(This article belongs to the Special Issue Nutritional Intervention in the Intensive Care Unit: New Advances)
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19 pages, 2714 KB  
Article
Uncovering Hidden Costs and Lean Improvement in Large-Scale Beef Cattle Farming: An Integrated MFCA-VSM Approach
by Ying Wang, Ding Wang, Xu-Jing Liu and Zi-Qian Yue
Sustainability 2026, 18(8), 4028; https://doi.org/10.3390/su18084028 - 18 Apr 2026
Viewed by 197
Abstract
Addressing the persistent challenges of low resource utilization efficiency and the difficulty in quantifying hidden costs within the beef cattle sector, this study proposes an integrated diagnostic methodology that couples Material Flow Cost Accounting (MFCA) with Value Stream Mapping (VSM). Using a cohort [...] Read more.
Addressing the persistent challenges of low resource utilization efficiency and the difficulty in quantifying hidden costs within the beef cattle sector, this study proposes an integrated diagnostic methodology that couples Material Flow Cost Accounting (MFCA) with Value Stream Mapping (VSM). Using a cohort of 1623 beef cattle finished in 2024 at the case study farm in Heilongjiang Province, China, the full life-cycle accounting reveals that hidden costs constitute 6.43% of total inputs. Attribution analysis further pinpoints two critical nodes: feed loss and bedding consumption, which account for 33.14% and 35.77% of negative product costs, respectively. Based on these diagnostics, two optimization strategies were devised: refined feed supply chain management and a recycled bedding system centered on the aerobic fermentation of cattle manure. Empirical estimates indicate that upgrading hardware facilities could reduce the feed loss rate to under 2%, yielding annual savings of ¥485,200. Furthermore, the bedding recycling system not only achieves zero waste discharge but also generates an average annual displacement income of ¥3.504 million, with an investment payback period of just 0.54 years. These findings demonstrate the efficacy of the coupled MFCA-VSM model in identifying environmental costs and unlocking economic potential, thereby providing an actionable pathway for the livestock industry’s transition toward more intensive and circular practices. Full article
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22 pages, 1869 KB  
Review
Curcumin as a Green Antibiotic Substitute: Mechanisms and Applications in Poultry Production and Health Promotion
by Xiaopeng Tang, Baoshan Zhang, Jiayuan Yang, Youyuan Xie and Kangning Xiong
Animals 2026, 16(8), 1242; https://doi.org/10.3390/ani16081242 - 17 Apr 2026
Viewed by 308
Abstract
Against the backdrop of the full implementation of “antibiotic ban” and “zinc restriction” policies in livestock and poultry breeding, and the growing consumer demand for safe livestock and poultry products, the development of natural and efficient green feed additives has become crucial for [...] Read more.
Against the backdrop of the full implementation of “antibiotic ban” and “zinc restriction” policies in livestock and poultry breeding, and the growing consumer demand for safe livestock and poultry products, the development of natural and efficient green feed additives has become crucial for the sustainable development of the animal husbandry industry. Curcumin, a natural polyphenolic compound extracted from the rhizome of Curcuma longa L., has attracted extensive attention in poultry production due to its various biological activities and safety. This paper thoroughly reviews the chemical structure and physicochemical properties of curcumin, and elaborates on its core molecular mechanisms of action, which mainly involve the regulation of nuclear factor erythroid 2-related factor 2 (Nrf2)/antioxidant response element (ARE), nuclear factor-κB (NF-κB), peroxisome proliferator-activated receptor γ (PPAR-γ), and mitogen-activated protein kinase (MAPK) pathways to exert antioxidant, anti-inflammatory, antibacterial, immunomodulatory and lipid metabolism regulatory effects. It further clarifies the practical application value of curcumin in major poultry species including broilers, laying hens, ducks and quails, showing that curcumin can significantly improve poultry production performance, optimize meat and egg quality, protect intestinal health, and enhance the ability of poultry to resist stress and diseases. Meanwhile, the review notes curcumin’s current application limitations (low bioavailability, poor stability, unclear standardized dosage, and high industrialization cost) and proposes targeted future research directions to address these issues. In conclusion, curcumin is a promising green feed additive alternative to antibiotics, and its large-scale and standardized application in poultry production will effectively promote the green, healthy and sustainable development of the poultry industry. Full article
(This article belongs to the Section Poultry)
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22 pages, 6370 KB  
Article
Interpretable Data-Driven Prediction, Optimization, and Decision-Making for Coking Coal Flotation
by Ying Wang and Deqian Cui
Processes 2026, 14(8), 1289; https://doi.org/10.3390/pr14081289 - 17 Apr 2026
Viewed by 259
Abstract
Coking coal flotation is a typical nonlinear, multi-variable, and multi-objective process in which concentrate quality and combustible matter recovery must be balanced under fluctuating feed and operating conditions. To improve both predictive reliability and decision support, this study proposes an integrated data-driven framework [...] Read more.
Coking coal flotation is a typical nonlinear, multi-variable, and multi-objective process in which concentrate quality and combustible matter recovery must be balanced under fluctuating feed and operating conditions. To improve both predictive reliability and decision support, this study proposes an integrated data-driven framework that combines particle swarm optimization-back propagation (PSO-BP) prediction, SHapley Additive exPlanations (SHAP) based interpretation, Non-dominated Sorting Genetic Algorithm II (NSGA-II) optimization, and entropy-weighted Technique for Order Preference by Similarity to Ideal Solution (Entropy-TOPSIS) decision-making. After three-sigma outlier screening, 2000 valid distributed control system (DCS) samples were retained for model development and temporal holdout evaluation, and an additional 200 later-period industrial samples were used for independent validation. The data were partitioned chronologically, with months 1–4, month 5, and month 6 used for training, validation, and temporal holdout testing, respectively, while the months 7–8 dataset was reserved for later-period validation. The results show that PSO-BP consistently outperformed conventional BP under both temporal holdout and later-period validation. SHAP analysis identified raw coal ash and collector dosage as the dominant factors for product-quality prediction, while collector dosage and frother dosage contributed most strongly to tailing heat of combustion. NSGA-II further revealed the trade-off among clean coal ash, clean coal sulfur, and tailing heat of combustion, and Entropy-TOPSIS converted the Pareto-optimal candidate set into a practically balanced operating recommendation. Sensitivity and robustness analyses indicated acceptable stability of both the optimization process and the final decision result. Overall, the proposed framework provides an interpretable prediction–optimization–decision workflow for coking coal flotation and offers a practical basis for future DCS-assisted intelligent regulation. Full article
(This article belongs to the Special Issue Mineral Processing Equipments and Cross-Disciplinary Approaches)
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21 pages, 14180 KB  
Article
Embryo and Larval Developmental Staging Guides for Striped Bass
by Erimi Kendrick, Nadya Mamoozadeh, William G. Cope, Russell Borski, Robert W. Clark, Michael S. Hopper and Benjamin J. Reading
Fishes 2026, 11(4), 237; https://doi.org/10.3390/fishes11040237 - 16 Apr 2026
Viewed by 452
Abstract
Reliable developmental benchmarks are essential for synchronizing incubation and first-feeding decisions in striped bass (Morone saxatilis) hatcheries, yet existing references are incomplete, outdated, or difficult to apply across variable temperature regimes. We developed contemporary embryo and larval developmental staging guides for [...] Read more.
Reliable developmental benchmarks are essential for synchronizing incubation and first-feeding decisions in striped bass (Morone saxatilis) hatcheries, yet existing references are incomplete, outdated, or difficult to apply across variable temperature regimes. We developed contemporary embryo and larval developmental staging guides for striped bass using digital imaging and degree day standardization and paired these guides with measurements of early larval mortality and endogenous energy depletion to provide practical context for hatchery management. Larvae were photographed from hatch through metamorphosis to document key morphological transitions, including yolk absorption, mouth formation, swim bladder inflation, fin differentiation, pigmentation, and diet-related developmental milestones. To place these stages in physiological and survival context, aquarium trials showed there was no clear density-dependent mortality across rearing densities of 1.1–6.8 larvae/mL within the first 72 h post-hatch. Yolk reserves were typically depleted by approximately 4–6 days post-hatch (dph), while lipid droplets persisted longer as secondary endogenous energy stores in unfed larvae through 15 dph. Together, these staging guides provide a transferable developmental framework from fertilization to metamorphosis that links external morphology to endogenous reserve depletion and first feeding, thus supporting standardized hatchery monitoring, improved feeding synchronization, and more consistent assessment of embryo and larval quality. Full article
(This article belongs to the Special Issue Advances in Fish Reproductive Physiology)
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