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Search Results (148)

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Keywords = cut-off irrigation

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16 pages, 10705 KB  
Article
Multimethod Evaluation of the Novel Reciproc Minima System: Geometric Design, Mechanical Performance, and Irrigation Dynamics
by Emmanuel J. N. L. Silva, Jorge N. R. Martins, Victor T. L. Vieira, Mário Rito Pereira, Ricardo Pinto, Murilo P. Alcalde, Marco A. H. Duarte, Duarte Marques and Marco A. Versiani
Dent. J. 2026, 14(8), 471; https://doi.org/10.3390/dj14080471 - 2 Aug 2026
Viewed by 404
Abstract
Objectives: To compare the geometric design, metallurgical properties, mechanical performance, and irrigation dynamics of Reciproc Minima (M20 and M25) and Reciproc Blue R25 instruments. Methods: One hundred and eighty instruments (n = 60/group) were evaluated. Geometry was analyzed using stereomicroscopy, scanning electron microscopy, [...] Read more.
Objectives: To compare the geometric design, metallurgical properties, mechanical performance, and irrigation dynamics of Reciproc Minima (M20 and M25) and Reciproc Blue R25 instruments. Methods: One hundred and eighty instruments (n = 60/group) were evaluated. Geometry was analyzed using stereomicroscopy, scanning electron microscopy, and 3D surface scanning. Metallurgical characteristics were assessed by energy-dispersive X-ray spectroscopy and differential scanning calorimetry. Mechanical performance tests (n = 10/group) included cyclic fatigue, torsional resistance, bending resistance, buckling resistance, and cutting efficiency. Irrigation dynamics were examined through computational fluid dynamics simulations based on a micro-CT-derived mandibular molar model prepared according to each system and combined with open-ended, side-vented, or double side-vented needles. Data were analyzed using one-way ANOVA or Kruskal–Wallis tests (α = 0.05). Results: The results showed that blade dimensions increased progressively from Minima M20 to Reciproc Blue R25. All instruments had S-shaped cross-sections and non-active tips. Energy-dispersive spectroscopy confirmed near-equiatomic NiTi composition, and similar phase transformation temperatures were observed across groups. Minima M20 showed the highest cyclic fatigue resistance (p < 0.0001), whereas Minima R25 exhibited greater angular deflection (p < 0.0001). Reciproc Blue R25 had the highest buckling resistance and lowest flexibility (p < 0.0001). M25 showed the lowest axial force, indicating the numerically highest cutting efficiency, but it did not differ significantly from Reciproc Blue R25 (p > 0.05). No needle delivered irrigant to working length. The open-ended needle achieved greater apical penetration, particularly with Reciproc Blue R25. Minima M20 generated the highest wall shear stress, and Reciproc Blue R25 the lowest apical pressure. Conclusions: Reciproc Minima and Reciproc Blue R25 showed similar metallurgical characteristics; however, differences in geometric design resulted in distinct mechanical behaviors and irrigation fluid dynamics. These findings suggest that low-taper reciprocating instruments may represent a conservative alternative in anatomically challenging canals, while clinicians should consider the associated differences in mechanical behavior and irrigation dynamics when selecting the most appropriate instrument. Full article
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11 pages, 3981 KB  
Article
Defoliation Management and Nitrogen Fertilization Effects on Productivity and Nutritive Value of Aruana Grass Under Irrigated Conditions
by Flávia Santos de Azevedo, Rafael Henrique de Tonissi e Buschinelli de Goes, Jefferson Rodrigues Gandra, Jaqueline Luiza Royer, Cristiane Dalagua Paier, Carolina Marques Costa Araújo, Yasmin Gonçalves da Silva de Souza and Cibeli de Almeida Pedrini
Grasses 2026, 5(3), 26; https://doi.org/10.3390/grasses5030026 - 7 Jul 2026
Viewed by 381
Abstract
Nitrogen fertilization is widely recognized as a key factor influencing tropical grass productivity; however, its effectiveness may vary according to pasture developmental stage and management practices. This study evaluated the effects of five nitrogen rates (0, 75, 150, 225, and 300 kg ha [...] Read more.
Nitrogen fertilization is widely recognized as a key factor influencing tropical grass productivity; however, its effectiveness may vary according to pasture developmental stage and management practices. This study evaluated the effects of five nitrogen rates (0, 75, 150, 225, and 300 kg ha−1) and two post-cutting residual heights (20 and 30 cm) on the productive, morphological, and nutritional characteristics of Aruana grass (Megathyrsus maximus cv. Aruana) under irrigated conditions. Treatments were arranged in a randomized complete block design with a split-plot structure. Nitrogen was applied as urea in three split applications following simulated grazing events. Herbage mass, dry matter yield, morphological composition, chemical composition, and in vitro dry matter digestibility were evaluated. No interaction was detected between nitrogen fertilization and residual height. Nitrogen fertilization did not affect forage production, morphological composition, chemical composition, or digestibility under the conditions of this study. Residual height influenced forage accumulation, with greater herbage mass and dry matter yield observed at 20 cm than at 30 cm (p = 0.006), without affecting forage quality. These preliminary findings indicate that residual height may be an important factor affecting forage accumulation in irrigated Aruana grass during pasture establishment. Additional studies conducted over multiple growing seasons and environmental conditions are required before definitive management recommendations can be made. Full article
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12 pages, 1663 KB  
Article
Load Cell-Based Estimation and Control of Substrate Volumetric Water Content for Automated Irrigation in Plug Production
by Sunghyun Oh, Seong Kwang An and Jongyun Kim
Agriculture 2026, 16(12), 1277; https://doi.org/10.3390/agriculture16121277 - 9 Jun 2026
Viewed by 423
Abstract
Effective water management in plug trays is critical for high-quality young plant production. While soil moisture sensor-based irrigation can improve irrigation efficiency, its application to young plants is constrained by the small size and high density of plug tray cells, which hinder reliable [...] Read more.
Effective water management in plug trays is critical for high-quality young plant production. While soil moisture sensor-based irrigation can improve irrigation efficiency, its application to young plants is constrained by the small size and high density of plug tray cells, which hinder reliable moisture sensing. We developed a load cell-based automated irrigation system that estimates substrate volumetric water content (VWC) from plug tray weight dynamics and evaluated its applicability for plug production. The system continuously monitored tray weight and estimated VWC relative to a saturated reference tray weight, which was updated after each irrigation event to account for plant growth. Estimated VWC closely matched oven-dry measurements (R2 = 0.9888, RMSE = 0.029 m3·m−3). In a trial with torenia, irrigation was regulated using three VWC thresholds (0.30, 0.45, and 0.60 m3·m−3) and compared with a daily irrigation regime. The system regulated irrigation according to the target thresholds, with the 0.45 m3·m−3 threshold achieving the best balance between plant growth and irrigation efficiency, indicating it as the optimal irrigation threshold for torenia cutting propagation. This approach provides a practical decision-support tool for precision irrigation and for determining crop-specific VWC thresholds, supporting growers in improving water-use efficiency while ensuring high propagation performance in plug production. Full article
(This article belongs to the Special Issue Precision Irrigation System: Challenges and Opportunities)
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14 pages, 1196 KB  
Article
Engineering Optimization and Field Validation of a Low-Traction Rotary Strip-Tillage and Precision Seeding System for Irrigated Sierozem Soils of Southern Kazakhstan
by Darkhan Karmanov, Askhat Umbetbekov, Zauresh Tulyubaeva, Jenis Utemuratov, Akbota Duisengali and Nurgul Seiitkazy
AgriEngineering 2026, 8(5), 168; https://doi.org/10.3390/agriengineering8050168 - 28 Apr 2026
Viewed by 529
Abstract
Pre-sowing tillage under irrigated agriculture is associated with high energy demand and increased risk of soil structural degradation, particularly in heterogeneous loam soils of arid and semi-arid regions. This study presents the engineering optimization and field validation of a combined implement for single-pass [...] Read more.
Pre-sowing tillage under irrigated agriculture is associated with high energy demand and increased risk of soil structural degradation, particularly in heterogeneous loam soils of arid and semi-arid regions. This study presents the engineering optimization and field validation of a combined implement for single-pass rotary strip tillage and precision seeding developed for irrigated sierozem soils of Southern Kazakhstan. The research integrates analytical modeling of soil–blade interaction, optimization of rotary blade geometry, and comparative field experiments using an experimental prototype (FS-2.1). Analytical optimization identified an optimal blade installation angle of 54–56°, resulting in an approximately 22% reduction in specific cutting area. Field results demonstrated that the single-pass system formed a high-quality seedbed, with 85.2% of soil aggregates smaller than 25 mm and a surface leveling deviation below 5 mm. Compared with a conventional multi-pass technology, traction load, fuel consumption, and total energy input were reduced by 38%, 43%, and 54.5%, respectively. The results confirm that combining optimized rotary blade geometry with strip-based soil disturbance enables substantial energy savings without compromising agronomic performance. The proposed engineering solution provides a reproducible framework for low-traction, resource-efficient tillage–seeding systems suitable for irrigated agriculture in Southern Kazakhstan and comparable agroecological regions. Full article
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21 pages, 24361 KB  
Article
Effects of Water-Retaining Agent Application on Growth Physiological Characteristics and Yield of Alfalfa (Medicago sativa L.)
by Minhua Yin, Mingzhu Wang, Wenqiong Ma, Yuanbo Jiang, Wenjing Chang, Yanxia Kang, Guangping Qi, Yanlin Ma and Guanheng Wu
Plants 2026, 15(9), 1304; https://doi.org/10.3390/plants15091304 - 23 Apr 2026
Viewed by 599
Abstract
In arid and semi-arid regions, the cultivation of artificial grasslands commonly suffers from low productivity due to insufficient water supply. The rational application of water-retaining agents is an important approach to alleviating production constraints in artificial grasslands facing resource-based water scarcity. This study [...] Read more.
In arid and semi-arid regions, the cultivation of artificial grasslands commonly suffers from low productivity due to insufficient water supply. The rational application of water-retaining agents is an important approach to alleviating production constraints in artificial grasslands facing resource-based water scarcity. This study investigated two types of water-retaining agents [starch-grafted acrylate water-retaining agent (B1) and polyacrylamide water-retaining agent (B2)] and four application rates [0 kg·hm−2 (CK), 30 kg·hm−2 (T1), 60 kg·hm−2 (T2), 90 kg·hm−2 (T3)], systematically analyzing their effects on the growth, osmotic adjustment substances, antioxidant enzyme activities, and yield of alfalfa. The results showed that alfalfa plant height, stem diameter, leaf area, branch number, soluble sugar (SS), soluble protein (SP), and proline (Pro) all exhibited a decreasing trend with increasing cutting times. The activities of superoxide dismutase (SOD), catalase (CAT), and peroxidase (POD) in alfalfa leaves initially increased and then decreased with increasing application rates of water-retaining agents, while malondialdehyde (MDA) content showed a decreasing trend. Under the B2T2 treatment, both alfalfa yield and water-use efficiency (WUE) reached their highest values, recorded as 4931.97 kg·hm−2 (2022), 6021.44 kg·hm−2 (2023) and 2.19 kg·m−3 (2022), 2.39 kg·m−3 (2023), respectively. Based on the principal component analysis for comprehensive evaluation, the B2T2 treatment (polyacrylamide water-retaining agent applied at 60 kg·hm−2) achieved the highest comprehensive score in both years and could synergistically improve alfalfa yield and water-use efficiency. However, its applicability in the Yellow River irrigation region of Gansu Province and similar ecological areas still requires further verification through field trials. Full article
(This article belongs to the Special Issue Water and Nutrient Management for Sustainable Crop Production)
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14 pages, 1248 KB  
Article
Physiological and Biochemical Responses of Pearl Millet and Mustard to Cut-Soiler-Based Shallow Subsurface Drainage Under Saline Irrigation
by Gajender Yadav, Neha, Ashwani Kumar, Bhawna Babal, Arvind Kumar Rai, Junya Onishi, Keisuke Omori and Rajender Kumar Yadav
Agronomy 2026, 16(8), 779; https://doi.org/10.3390/agronomy16080779 - 10 Apr 2026
Cited by 1 | Viewed by 899
Abstract
Inadequate drainage and the application of salty irrigation waterinduced salinity stress, poses a major constraint to agricultural productivity, especially in saline–arid regions. Shallow subsurface drainage has emerged as a potential technique for salinity management; however, its implications for crop physiological and biochemical responses [...] Read more.
Inadequate drainage and the application of salty irrigation waterinduced salinity stress, poses a major constraint to agricultural productivity, especially in saline–arid regions. Shallow subsurface drainage has emerged as a potential technique for salinity management; however, its implications for crop physiological and biochemical responses remain unclear. Therefore, a two-year lysimetric study was undertaken in a split-split plot design investigating cut-soiler-based preferential shallow subsurface drainage (PSSD), soil type (saline sandy loam and normal silty clay loam), and irrigation water salinity levels (4, 8 and 12 dS m−1) to evaluate the effectiveness of rice-residue-filled cut-soiler PSSD in mitigating salinity stress in pearl millet and mustard crops. The cut-soiler PSSD reduced root-zone salinity to around 60.0% by the end of experimentation. Lower root-zone salinity under cut-soiler PSSD alleviated osmotic and ionic stress by reducing hydrogen peroxide (11.0–14.6%), membrane injury (22.7–40.8%), lipid peroxidation (20.0–25.0%), proline accumulation (26.0–37.0%) and improving the Na+/K+ ratio (44.0%). Antioxidant enzyme activities were also significantly moderated under the cut-soiler PSSD. These physiological and biochemical improvements resulted in significant increases in grain and seed yield of pearl millet (23.5%) and mustard (31.4%), respectively. The findings of this study indicate that cut-soiler PSSD is an effective strategy to mitigate salinity stress at the physiological and biochemical level and offers sustainable management strategies for salt-affected agro-ecosystems. Full article
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19 pages, 5411 KB  
Article
Assessing the Impact of Water Stress on Neofusicoccum parvum in Table Grapes Using Proximal Sensing Technologies
by Chiara Di Pietro, Simone Mavica, Daniela Vanella, Giuseppe Longo-Minnolo, Simona Consoli and Dalia Aiello
Agronomy 2026, 16(7), 696; https://doi.org/10.3390/agronomy16070696 - 26 Mar 2026
Viewed by 626
Abstract
Water availability represents a major limiting factor for crop production, particularly in Mediterranean agroecosystems. In parallel, water-stressed plants are often more susceptible to diseases, including Grapevine Trunk Diseases (GTDs), such as Botryosphaeria Dieback caused by Botryosphaeriaceae species. In Italy, the increasing prevalence of [...] Read more.
Water availability represents a major limiting factor for crop production, particularly in Mediterranean agroecosystems. In parallel, water-stressed plants are often more susceptible to diseases, including Grapevine Trunk Diseases (GTDs), such as Botryosphaeria Dieback caused by Botryosphaeriaceae species. In Italy, the increasing prevalence of GTDs in young table grape plants and nursery material highlights the need to better understand the interaction between abiotic stress and pathogen dissemination in woody tissues. This study investigated the relationship between different water regimes (WRs) and infections by Neofusicoccum parvum. Grapevine cuttings (Vitis vinifera ‘Italia’ vines grafted onto the rootstock ‘140 Ruggeri’) were subjected to three WRs (20%, 50%, and 100% of crop evapotranspiration, ETc) under controlled environmental conditions and, subsequently, inoculated with mycelial plugs of N. parvum at both the scion and rootstock levels. Plant responses were monitored non-destructively using low-cost proximal sensing tools, including leaf temperature (Tleaf) and the Normalized Difference Vegetation Index (NDVI). Disease development was assessed by measuring internal necrotic lesion extension. Reduced irrigation was associated with increased disease severity, while proximal sensing detected differences in plant physiological responses among water regimes. Overall, the results highlight the interplay between water availability, plant physiological status, and disease severity under controlled conditions. Full article
(This article belongs to the Section Precision and Digital Agriculture)
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21 pages, 3570 KB  
Article
Design and Test of Cutting and Conveying Device for Slope-Protection Grass in Farmland Irrigation Canals
by Wenjie Yang, Bo Yan, Ye Tang, Yiping Duan, Peisen Wang and Wei Xiang
Agriculture 2026, 16(5), 596; https://doi.org/10.3390/agriculture16050596 - 5 Mar 2026
Viewed by 502
Abstract
To address re-siltation from the secondary deposition of grass residues and the challenge of collecting residues after the slope mowing of farmland irrigation canals, as well as the precise maintenance requirements of “controlling grass without destroying it” for ecological canal slopes, an innovative [...] Read more.
To address re-siltation from the secondary deposition of grass residues and the challenge of collecting residues after the slope mowing of farmland irrigation canals, as well as the precise maintenance requirements of “controlling grass without destroying it” for ecological canal slopes, an innovative cutting and conveying device for slope-protection grass was designed. The device includes a shaft equipped with Y-type flail knives and straight knives to achieve efficient cutting and initial throwing. The internal airflow field of the cutting device was simulated using FLUENT software, verifying the synergistic effect between the airflow field and mechanical throwing. The practicality of the lateral conveying device was verified through co-simulation using RecurDyn and EDEM. We determined the apparatus’ optimal operating parameters through field experiments and using a quadratic regression model. The results indicate that when the forward speed is 3.6 km·h−1, the cutting blade shaft speed is 2050 rpm, and the conveyor belt linear speed is 1.2 m·s−1, with the off-canal conveyance rate of the device reaching 85.44%. In this study, we provide a theoretical basis and support for the optimal design of cutting and conveying devices for farmland irrigation canals. Full article
(This article belongs to the Section Agricultural Technology)
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13 pages, 909 KB  
Article
Application of Peat or Biochar on Raphanus sativus L. ‘Cherry Belle’ Under Brackish Water Irrigation: Its Effect on Growth and Salt Tolerance
by Guili Liu, Yongkang Zhou, Haiyan Zhu, Yanfeng Qi, Yanhui Jia, Haicheng Xu, Xiaoan Sun and Bo Zheng
Horticulturae 2026, 12(2), 248; https://doi.org/10.3390/horticulturae12020248 - 19 Feb 2026
Viewed by 1027
Abstract
The global shortage of freshwater, especially in agriculture, has become a serious threat to food security and safety; therefore, using brackish water with soil amendments in facility-grown vegetable production has drawn more attention recently. In this study, the effects of the combined use [...] Read more.
The global shortage of freshwater, especially in agriculture, has become a serious threat to food security and safety; therefore, using brackish water with soil amendments in facility-grown vegetable production has drawn more attention recently. In this study, the effects of the combined use of peat or biochar at different rates (1%, 3%, and 5%) on soil properties, plant growth, and physiological responses were investigated in cherry belle radish (Raphanus sativus L.) irrigated with brackish water (5 g/L). The results revealed that peat significantly cut soil electrical conductivity (EC) by 42.61% and the pH value by 0.29, while biochar reduced soil EC by 32.44% but increased the pH value slightly. Both peat and biochar significantly increased the chlorophyll content and photosynthetic characteristics in cherry belle radish leaves and effectively promoted the accumulation of plant biomass. The net photosynthetic rate (Pn) of cherry belle radish in the soil amended with 5% peat or with 3% biochar increased by 89.06% and 85.94%, respectively, compared with CK, while the fresh weight of fleshy roots rose by 74.40% and 50.27%, respectively. This study further found that peat and biochar had effectively inhibited lipid peroxidation and proline accumulation in plants. The plasma membrane permeability was reduced by 41.18% and 39.90%, and the malondialdehyde (MDA) content decreased by 49.66% and 41.90%, respectively. In addition, peat and biochar significantly improved ion homeostasis in plants by increasing the ratios of K+/Na+ and Ca2+/Na+ in leaves, with the increment amplitudes reaching 90.21%/81.45% and 60.47%/79.15%, respectively. Nevertheless, biochar exhibited a superior effect compared to peat on balancing plant ions. In conclusion, a proper application of peat or biochar under brackish water irrigation has a significant potential to ameliorate soil properties and alleviate salt stress in plants, providing a safe approach for using brackish water with soil amendments in facility vegetable production in arid and semi-arid regions. Full article
(This article belongs to the Section Biotic and Abiotic Stress)
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16 pages, 2541 KB  
Article
SEM Evaluation of Surface Wear on Drills from Selected Implant Systems—In Vitro Study
by Piotr Kosior, Kamila Wiśniewska, Natalia Struzik, Michał Kulus, Edward Chlebus, Agata Małyszek, Klaudia Sztyler, Jacek Matys and Maciej Dobrzyński
Materials 2026, 19(4), 669; https://doi.org/10.3390/ma19040669 - 10 Feb 2026
Viewed by 725
Abstract
Purpose: The aim of this in vitro study was to evaluate the degree of surface wear in implant drills from four commercial systems subjected to standardized osteotomy cycles. Materials: Four implant systems (Osstem, Megagen, Straumann, and Bego) were evaluated using sets of three [...] Read more.
Purpose: The aim of this in vitro study was to evaluate the degree of surface wear in implant drills from four commercial systems subjected to standardized osteotomy cycles. Materials: Four implant systems (Osstem, Megagen, Straumann, and Bego) were evaluated using sets of three drills of increasing diameters. A total of 120 osteotomies were performed in standardized porcine rib specimens under controlled drilling conditions (1200 rpm, continuous 4 °C saline irrigation, 32:1 reduction handpiece). After each drilling series, drills were cleaned, sterilized, and analyzed using SEM in three orientations. Wear was assessed using a seven-parameter scoring system. Multifactorial ANOVA, Pearson correlation, and hierarchical clustering were employed to evaluate the effects of drill brand, diameter, and wear patterns. Results: Both drill brand and diameter significantly influenced total wear scores (p < 0.001). Small-diameter pilot drills exhibited the highest wear, while large-diameter drills showed minimal degradation. Among the systems tested, Bego drills demonstrated the greatest overall wear, whereas Osstem drills—particularly the 2.0 mm drill—displayed unusually low wear for their size. A strong negative correlation between drill diameter and wear score was observed. Cluster analysis identified distinct wear patterns associated with specific drill sizes, with small drills showing prominent guide-face nicks and accumulation formation, medium drills exhibiting chipping and rake angle cleavage, and large drills presenting minimal wear. SEM imaging confirmed progressive surface deterioration, including edge rounding, microchipping, and irregular surface defects. Conclusions: Implant drill wear is strongly dependent on drill diameter, and cutting geometry. Small-diameter drills are most susceptible to surface degradation, which may increase friction and thermal load during osteotomy. Systems with enhanced material properties or optimized geometries demonstrated superior wear resistance. These findings highlight the importance of monitoring drill condition, adhering to recommended reuse limits, and considering advanced drill coatings or materials to ensure safe and predictable implant site preparation. Further research incorporating real-time thermal measurements and extended drilling cycles is needed to establish evidence-based guidelines for drill longevity and clinical performance. Full article
(This article belongs to the Section Biomaterials)
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11 pages, 1391 KB  
Article
Delta Neutrophil Index in Suspected Septic Arthritis: A Diagnostic Accuracy Study
by Hüseyin Emre Tepedelenlioğlu, Hilmi Alkan, Tural Talıblı, Ünal Erkanov Hüseyinov, Ferid Abdulaliyev, Erkan Akgün and Vedat Biçici
J. Clin. Med. 2026, 15(2), 840; https://doi.org/10.3390/jcm15020840 - 20 Jan 2026
Viewed by 878
Abstract
Background/Objectives: Septic arthritis of native joints is an orthopedic emergency in which rapid discrimination from non-infectious arthritis is crucial. Because cartilage damage can occur within hours, urgent irrigation and debridement are often pursued on an emergency basis (ideally within the first 6–8 h) [...] Read more.
Background/Objectives: Septic arthritis of native joints is an orthopedic emergency in which rapid discrimination from non-infectious arthritis is crucial. Because cartilage damage can occur within hours, urgent irrigation and debridement are often pursued on an emergency basis (ideally within the first 6–8 h) of presentation, underscoring the need for rapidly available biomarkers. The delta neutrophil index (DNI) quantifies circulating immature granulocytes and may complement conventional inflammatory biomarkers such as C-reactive protein (CRP), erythrocyte sedimentation rate (ESR), white blood cell count (WBC), and procalcitonin (PCT). We evaluated the diagnostic performance of DNI for native-joint septic arthritis against both microbiologic and clinical reference standards. Methods: We retrospectively analyzed 85 adults who underwent surgical irrigation and debridement for suspected native joint septic arthritis at a tertiary center. Serum CRP, ESR, WBC, DNI, and PCT (available in 67 patients) were recorded together with synovial leukocyte counts. Infection status was defined using either positive synovial culture (microbiologic reference) or clinical adjudication according to the Guideline for management of septic arthritis in native joints (SANJO). Diagnostic performance was assessed using receiver operating characteristic (ROC) curves and the area under the ROC curve (AUC); exploratory cut-offs were identified by the Youden index, and pairwise AUCs were compared using DeLong’s test. Results: Synovial leukocyte analysis was highly sensitive but poorly specific (sensitivity 92.9%, specificity 10.3%). Against culture, DNI showed the highest discrimination (AUC = 0.914), exceeding CRP (0.687), ESR (0.643), WBC (0.648), and PCT (0.697); DeLong ΔAUC vs. CRP 0.227 (p < 0.001), ESR 0.270 (p < 0.001), WBC 0.266 (p < 0.001), PCT 0.227 (p = 0.001). At pre-specified cut-offs, DNI showed the most balanced sensitivity/specificity (94.3%/84.0%), corresponding to a negative predictive value (NPV) of 95.5% (42/44) and a positive predictive value (PPV) of 80.5% (33/41) against culture in this cohort. Against clinical infection, DNI outperformed others (AUC:0.921; ΔAUC vs. CRP = 0.204, ESR = 0.343, WBC = 0.244, PCT = 0.295; all p < 0.001). As a rule-in threshold, DNI ≥ 0.6 yielded a specificity of 100% with a sensitivity of 73.2%. In culture-negative patients (infected n = 21, uninfected n = 29), DNI remained discriminatory (AUC 0.80, p < 0.001), whereas other biomarkers were not. Conclusions: DNI demonstrated superior diagnostic accuracy compared with conventional inflammatory biomarkers. As a rapid parameter available with the initial complete blood count, DNI may support early risk stratification and rule-in decisions within the first hours of presentation; however, it should be used as a supplementary indicator alongside synovial fluid analysis and clinical assessment rather than as a stand-alone diagnostic tool. Full article
(This article belongs to the Special Issue Clinical Advances in Orthopedic Infections)
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32 pages, 2954 KB  
Review
From Traditional Machine Learning to Fine-Tuning Large Language Models: A Review for Sensors-Based Soil Moisture Forecasting
by Md Babul Islam, Antonio Guerrieri, Raffaele Gravina, Declan T. Delaney and Giancarlo Fortino
Sensors 2025, 25(22), 6903; https://doi.org/10.3390/s25226903 - 12 Nov 2025
Cited by 5 | Viewed by 2968
Abstract
Smart Agriculture (SA) combines cutting edge technologies such as the Internet of Things (IoT), Artificial Intelligence (AI), and real-time sensing systems with traditional farming practices to enhance productivity, optimize resource use, and support environmental sustainability. A key aspect of SA is the continuous [...] Read more.
Smart Agriculture (SA) combines cutting edge technologies such as the Internet of Things (IoT), Artificial Intelligence (AI), and real-time sensing systems with traditional farming practices to enhance productivity, optimize resource use, and support environmental sustainability. A key aspect of SA is the continuous monitoring of field conditions, particularly Soil Moisture (SM), which plays a crucial role in crop growth and water management. Accurate forecasting of SM allows farmers to make timely irrigation decisions, improve field management, and conserve water. To support this, recent studies have increasingly adopted soil sensors, local weather data, and AI-based data-driven models for SM forecasting. In the literature, most existing review articles lack a structured framework and often overlook recent advancements, including privacy-preserving Federated Learning (FL), Transfer Learning (TL), and the integration of Large Language Models (LLMs). To address this gap, this paper proposes a novel taxonomy for SM forecasting and presents a comprehensive review of existing approaches, including traditional machine learning, deep learning, and hybrid models. Using the PRISMA methodology, we reviewed over 189 papers and selected 68 peer-reviewed studies published between 2017 and 2025. These studies are analyzed based on sensor types, input features, AI techniques, data durations, and evaluation metrics. Six guiding research questions were developed to shape the review and inform the taxonomy. Finally, this work identifies promising research directions, such as the application of TinyML for edge deployment, explainable AI for improved transparency, and privacy-aware model training. This review aims to provide researchers and practitioners with valuable insights for building accurate, scalable, and trustworthy SM forecasting systems to advance SA. Full article
(This article belongs to the Special Issue Feature Papers in the Internet of Things Section 2025)
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22 pages, 827 KB  
Review
Integrating Circular Economy Principles in Petroleum Produced Water Management: Toward Sustainable Resource Recovery and Waste Minimization
by Abdelaziz Khlaifat, Sherif Fakher, Fady Hany Ezzat, Mohammad Alalaween and John Galiotos
Processes 2025, 13(11), 3604; https://doi.org/10.3390/pr13113604 - 7 Nov 2025
Cited by 3 | Viewed by 3444
Abstract
Oil production generates approximately 250 million barrels of produced water (PW) daily, nearly three times the volume of oil, with salinity levels reaching up to 300,000 ppm. Improper management of this wastewater causes significant environmental degradation, including soil salinization and aquatic toxicity. To [...] Read more.
Oil production generates approximately 250 million barrels of produced water (PW) daily, nearly three times the volume of oil, with salinity levels reaching up to 300,000 ppm. Improper management of this wastewater causes significant environmental degradation, including soil salinization and aquatic toxicity. To address these impacts, this study applies circular economy (CE) principles to PW management through flash vaporization and resource recovery. Implementing this approach enables 85–90% water recovery and reduces salinity to below 1000 ppm, allowing reuse for irrigation. Simultaneously, residual brine processed via evaporation ponds yields 15–25% potash (KCl) and 30–40% halite (NaCl), thereby transforming waste into valuable products. As a result, the integrated CE process can reduce wastewater disposal by 80%, cut greenhouse gas emissions by 25–30%, and lower treatment costs by 20–35%, while generating additional revenue of $150–300 per ton of recovered potash. These outcomes demonstrate that adopting CE strategies in PW management not only mitigates environmental degradation but also strengthens economic resilience and resource efficiency. The framework offers a scalable pathway for achieving the UN Sustainable Development Goals (SDG 6 and 12) and advancing sustainability within the oil and gas industry. Full article
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19 pages, 4489 KB  
Article
Soil Nutrient Variability Analysis of Typical Planting Patterns in Agricultural Reclamation Areas of the Southern Dianchi Lake Basin
by Zhuojun Miao, Junen Wu, Lei Zhao, Feng Cheng and Yuchen Zhang
Agronomy 2025, 15(11), 2566; https://doi.org/10.3390/agronomy15112566 - 7 Nov 2025
Viewed by 1094
Abstract
This study investigates the effects of typical planting patterns on soil nutrient accumulation and associated environmental impacts in agricultural reclamation areas of the southern Dianchi Lake Basin. Taking the cut flower cultivation area in Dahewei Village, Jinning District, Yunnan Province, as the research [...] Read more.
This study investigates the effects of typical planting patterns on soil nutrient accumulation and associated environmental impacts in agricultural reclamation areas of the southern Dianchi Lake Basin. Taking the cut flower cultivation area in Dahewei Village, Jinning District, Yunnan Province, as the research site, we compared soil physicochemical properties, nutrient contents, and their correlations with environmental factors under open-field and greenhouse cultivation, and analyzed the characteristics of soil fertility changes and non-point-source pollution risks in greenhouses. We found that greenhouse cultivation is associated with altered soil physicochemical properties, including smaller aggregate sizes, increased soil moisture content (from 30.15% to 32.20%), elevated pH values (from 7.11 to 7.23), and 79% higher electrical conductivity compared to open-field conditions (620.82 vs. 347.60 μS cm−1, p < 0.01). Compared with open-field systems, greenhouse cultivation exhibited greater nutrient accumulation, particularly for total nitrogen (TN) and available potassium (AK) in the 0–10 cm topsoil layer, demonstrating pronounced surface enrichment. Additionally, greenhouse conditions showed weaker correlations between soil nutrients and meteorological factors but stronger inter-nutrient coupling. Enhanced soil moisture and temperature conditions were associated with reduced nutrient leaching but simultaneously increased surface nutrient enrichment and salinization risks. These findings provide quantitative evidence for precision fertilization strategies, optimized irrigation management, and targeted soil health interventions in intensive greenhouse systems. The results have practical applications for preventing surface nutrient accumulation and long-term salinization in protected agriculture. Full article
(This article belongs to the Section Agroecology Innovation: Achieving System Resilience)
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17 pages, 651 KB  
Article
The Effect of Piezoelectric (Piezo) Versus Classic Lateral Osteotomy on the Lacrimal Drainage System (LDS): A Retrospective, Single-Center, Controlled Study
by Serkan Dedeoğlu, Günay Kozan, Muhammed Ayral and Betül Dertsiz Kozan
Medicina 2025, 61(11), 1979; https://doi.org/10.3390/medicina61111979 - 5 Nov 2025
Cited by 1 | Viewed by 785
Abstract
Background and Objectives: Lateral osteotomies in rhinoplasty run adjacent to the lacrimal drainage system (LDS), risking postoperative tearing. Piezoelectric (piezo) devices enable precise bone cuts that may reduce LDS trauma. We compared the 1-month incidence of objective lacrimal dysfunction after piezo versus classic [...] Read more.
Background and Objectives: Lateral osteotomies in rhinoplasty run adjacent to the lacrimal drainage system (LDS), risking postoperative tearing. Piezoelectric (piezo) devices enable precise bone cuts that may reduce LDS trauma. We compared the 1-month incidence of objective lacrimal dysfunction after piezo versus classic osteotomy. Materials and Methods: Retrospective, single-center controlled cohort (1 January 2024–1 January 2025) at a tertiary ENT clinic. Consecutive patients aged 19–45 with pre-operative paranasal sinus CT and no prior lacrimal disorder were grouped by osteotomy technique (piezo vs. classic; n = 65 per arm). Assessments were performed at postoperative day 7–10 and at 1, 3, and 6–12 months. The primary endpoint was 1-month objective lacrimal dysfunction, defined as fluorescein dye disappearance test (FDDT) grade ≥1 or reflux/resistance on irrigation plus symptoms (Munk ≥2). Pre-specified statistical tests were used. Results: Early tearing favored piezo. At week 1, epiphora occurred in 32.3% with piezo versus 46.1% with classic (p = 0.041); by month 6, rates were 4.6% versus 15.1% (p = 0.031). Differences at months 1 and 3 also favored piezo but were not statistically significant (p = 0.062 and p = 0.088). FDDT positivity was lower with piezo at week 1 (23.0% vs. 38.4%, p = 0.045) and month 6 (3.0% vs. 10.7%, p = 0.048). Irrigation obstruction was less frequent with piezo at week 1 (7.6% vs. 21.5%, p = 0.026), but groups converged by months 1 (15.4% vs. 12.3%, p = 0.80) and 3 (6.2% vs. 4.6%, p > 0.99). Punctum stenosis/occlusion remained uncommon in both groups without significant differences. Conclusions: Piezo-assisted lateral osteotomy is associated with less early lacrimal dysfunction and lower 6-month epiphora compared with the classic technique. Convergence of irrigation findings by 1–3 months suggests postoperative edema as the dominant transient mechanism. Given the retrospective, single-center design and low event rates, multicenter prospective studies powered for early LDS outcomes are warranted. Full article
(This article belongs to the Section Surgery)
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