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16 pages, 1705 KB  
Article
Economic Analysis of a ROXY Pilot Plant Supporting Early Lunar Mission Architectures
by Tehya F. Birch, Achim Seidel, James E. Johnson, Georg Poehle and Uday Pal
Aerospace 2026, 13(1), 86; https://doi.org/10.3390/aerospace13010086 (registering DOI) - 13 Jan 2026
Abstract
The establishment of a sustained human presence on the Moon is critically dependent on the ability to utilize local resources, primarily the production of oxygen for life support and propellant. The ROXY (Regolith to Oxygen and metals conversion) process is a molten salt [...] Read more.
The establishment of a sustained human presence on the Moon is critically dependent on the ability to utilize local resources, primarily the production of oxygen for life support and propellant. The ROXY (Regolith to Oxygen and metals conversion) process is a molten salt electrolysis technology designed for this purpose. This paper presents an economic analysis of a ROXY pilot plant capable of producing over one ton of oxygen per year. We evaluate the economic viability by analyzing development, transportation, and operational costs against the potential revenue from selling oxygen and metals within a nascent lunar economy. A key aspect of this analysis is the perspective of an early customer in habitation life support systems preceding that of much higher propellant production demand. The analysis contextualizes this paradigm by recognizing that the primary economic driver for oxygen production is the larger future market for propellant; however, early life support demand may incentivize a paradigm-shift from Earth-based consumable resupply. Scenarios based on varying transportation costs and development timelines are evaluated to determine the internal rate of return (IRR) and time to break even (TTBE). The results indicate that the ROXY pilot plant is economically viable, particularly in near-term scenarios with higher transportation costs, achieving a positive IRR of up to 47.4% when both oxygen and metals are sold. The analysis identifies facility mass, driven by the robotics subsystem, as the primary factor for future cost-reduction efforts, concluding that ROXY is a technically and economically sound pathway toward sustainable lunar operations. Full article
(This article belongs to the Section Astronautics & Space Science)
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22 pages, 6056 KB  
Article
Interface-Engineered Copper–Barium Strontium Titanate Composites with Tunable Optical and Dielectric Properties
by Mohammed Tihtih, M. A. Basyooni-M. Kabatas, Redouane En-nadir and István Kocserha
Nanomaterials 2026, 16(2), 96; https://doi.org/10.3390/nano16020096 - 12 Jan 2026
Abstract
We report the synthesis and multifunctional characterization of copper-reinforced Ba0.85Sr0.15TiO3 (BST) ceramic composites with Cu contents ranging from 0 to 40 wt%, prepared by a sol–gel route and densified using spark plasma sintering (SPS). X-ray diffraction and FT-IR [...] Read more.
We report the synthesis and multifunctional characterization of copper-reinforced Ba0.85Sr0.15TiO3 (BST) ceramic composites with Cu contents ranging from 0 to 40 wt%, prepared by a sol–gel route and densified using spark plasma sintering (SPS). X-ray diffraction and FT-IR analyses confirm the coexistence of cubic and tetragonal BST phases, while Cu remains as a chemically separate metallic phase without detectable interfacial reaction products. Microstructural observations reveal abnormal grain growth induced by localized liquid-phase-assisted sintering and progressive Cu agglomeration at higher loadings. Scanning electron microscopy reveals abnormal grain growth, with the average BST grain size increasing from approximately 3.1 µm in pure BST to about 5.2 µm in BST–Cu40% composites. Optical measurements show a continuous reduction in the effective optical bandgap (apparent absorption edge) from 3.10 eV for pure BST to 2.01 eV for BST–Cu40%, attributed to interfacial electronic states, defect-related absorption, and enhanced scattering rather than Cu lattice substitution. Electrical characterization reveals a percolation threshold at approximately 30 wt% Cu, where AC conductivity and dielectric permittivity reach their maximum values. Impedance spectroscopy and equivalent-circuit analysis demonstrate strong Maxwell–Wagner interfacial polarization, yielding a maximum permittivity of ~1.2 × 105 at 1 kHz for BST–Cu30%. At higher Cu contents, conductivity and permittivity decrease due to disrupted Cu connectivity and increased porosity. These findings establish BST–Cu composites as tunable ceramic–metal systems with enhanced dielectric and optical responses, demonstrating potential for specialized high-capacitance decoupling applications where giant permittivity is prioritized over low dielectric loss. Full article
(This article belongs to the Section Nanophotonics Materials and Devices)
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12 pages, 242 KB  
Article
An Exploratory Survey of Knowledge, Attitudes, and Behaviors Toward Cosmetic Products
by Selma Yazar, Burçin Şeyda Çorba, Hatice Ertuğrul and Ayşe Nurşen Başaran
Toxics 2026, 14(1), 68; https://doi.org/10.3390/toxics14010068 - 12 Jan 2026
Abstract
Objective: Cosmetic products are widely used, yet public awareness of their potential health risks and of cosmetovigilance remains limited. Given that studies increasingly highlight chemical exposure associated with cosmetics, this study aimed to assess public knowledge, attitudes, and behaviours regarding cosmetic use, toxicity, [...] Read more.
Objective: Cosmetic products are widely used, yet public awareness of their potential health risks and of cosmetovigilance remains limited. Given that studies increasingly highlight chemical exposure associated with cosmetics, this study aimed to assess public knowledge, attitudes, and behaviours regarding cosmetic use, toxicity, and cosmetovigilance in Türkiye. Methods: A cross-sectional study was conducted among the general population living in Türkiye, consisting of 700 people between January and May 2024. The study was conducted using a Google survey form. Results: Among 700 participants, 91.6% reported regular cosmetic use and 47.6% experienced at least one adverse effect, most commonly redness, itching, and burning. Adverse effects were more frequently associated with products purchased from shopping malls/cosmetic stores. Education level was significantly linked to awareness of cosmetovigilance and product preferences, with university graduates showing higher awareness and favoring both local and international brands. Conclusion: The study revealed that although cosmetic use is common in Türkiye, awareness of cosmetovigilance remains low, even among well-educated consumers. Many participants reported adverse effects but did not seek professional consultation, indicating gaps in safety practices and reporting. Strengthening public awareness and establishing effective cosmetovigilance systems are essential to ensure safer cosmetic use and protect public health. Full article
(This article belongs to the Section Exposome Analysis and Risk Assessment)
44 pages, 1911 KB  
Review
Advances in Materials and Manufacturing for Scalable and Decentralized Green Hydrogen Production Systems
by Gabriella Stefánia Szabó, Florina-Ambrozia Coteț, Sára Ferenci and Loránd Szabó
J. Manuf. Mater. Process. 2026, 10(1), 28; https://doi.org/10.3390/jmmp10010028 - 9 Jan 2026
Viewed by 98
Abstract
The expansion of green hydrogen requires technologies that are both manufacturable at a GW-to-TW power scale and adaptable for decentralized, renewable-driven energy systems. Recent advances in proton exchange membrane, alkaline, and solid oxide electrolysis reveal persistent bottlenecks in catalysts, membranes, porous transport layers, [...] Read more.
The expansion of green hydrogen requires technologies that are both manufacturable at a GW-to-TW power scale and adaptable for decentralized, renewable-driven energy systems. Recent advances in proton exchange membrane, alkaline, and solid oxide electrolysis reveal persistent bottlenecks in catalysts, membranes, porous transport layers, bipolar plates, sealing, and high-temperature ceramics. Emerging fabrication strategies, including roll-to-roll coating, spatial atomic layer deposition, digital-twin-based quality assurance, automated stack assembly, and circular material recovery, enable high-yield, low-variance production compatible with multi-GW power plants. At the same time, these developments support decentralized hydrogen systems that demand compact, dynamically operated, and material-efficient electrolyzers integrated with local renewable generation. The analysis underscores the need to jointly optimize material durability, manufacturing precision, and system-level controllability to ensure reliable and cost-effective hydrogen supply. This paper outlines a convergent approach that connects critical-material reduction, high-throughput manufacturing, a digitalized balance of plant, and circularity with distributed energy architectures and large-scale industrial deployment. Full article
23 pages, 4547 KB  
Article
Vertical Distribution Heterogeneity of Pore Structure Collected from Deep, Thick Coal Seams
by Jitong Su, Junjian Zhang, Meng Wang, Zhengyuan Qin and Stephen Grebby
Processes 2026, 14(2), 240; https://doi.org/10.3390/pr14020240 - 9 Jan 2026
Viewed by 119
Abstract
Deep coalbed methane (CBM) development in the Eastern Ordos Basin indicates that strong vertical heterogeneity within the Benxi Formation No. 8 thick coal seam can severely constrain well productivity. Here, twelve coal samples from two typical wells (W1: upper coal seams; W2: lower [...] Read more.
Deep coalbed methane (CBM) development in the Eastern Ordos Basin indicates that strong vertical heterogeneity within the Benxi Formation No. 8 thick coal seam can severely constrain well productivity. Here, twelve coal samples from two typical wells (W1: upper coal seams; W2: lower coal seams) were analyzed to quantify vertical variability in pore structure and its controls. Proximate and maceral analyses were combined with low-temperature N2 adsorption (2–100 nm) and CO2 adsorption (<2 nm) to characterize mesopores and micropores, respectively; mono-fractal and multifractal approaches were further applied to quantify pore-system heterogeneity. The results indicate that upper coal seams (W1) exhibit more developed micropores and stronger adsorption capacity, while the lower coal seams (W2) display more significant heterogeneity in pore structure, particularly at the micropore scale. Ash content is identified as the dominant control factor for vertical variations in pore characteristics, showing a negative correlation with both micropore and mesopore volumes, while coal rank and maceral composition exert secondary influences. A vertical zoning model has been established based on multiple parameters: the upper section is classified as a high-quality sweet-spot interval, whereas only localized layers in the lower section retain development potential. These findings can serve as a geological basis for optimizing target layer selection and fracturing design in deep coalbed methane wells. Full article
(This article belongs to the Section Petroleum and Low-Carbon Energy Process Engineering)
24 pages, 749 KB  
Article
Promoting Sustainability in Peripheral Regions: A Regional Economic Development (RED) Model
by Raphael Bar-El
Sustainability 2026, 18(2), 702; https://doi.org/10.3390/su18020702 - 9 Jan 2026
Viewed by 109
Abstract
The growing concentration of innovation-driven economic activity in core metropolitan areas threatens the sustainable development of peripheral regions. Conventional aid programs are giving way to place-based strategies that harness endogenous regional resources. Yet most computable general-equilibrium (CGE) models—the standard tools for policy appraisal—operate [...] Read more.
The growing concentration of innovation-driven economic activity in core metropolitan areas threatens the sustainable development of peripheral regions. Conventional aid programs are giving way to place-based strategies that harness endogenous regional resources. Yet most computable general-equilibrium (CGE) models—the standard tools for policy appraisal—operate at the national scale and generally treat regions as passive recipients. This study adopts the regional system (RS) approach and contributes a step towards its practical implementation with the introduction of a Regional Economic Development (RED) model—a CGE framework that embeds the region as an explicit behavioral block inside a national system. The model comprises four interlinked modules and makes a key distinction, often overlooked in the RS literature, between a region’s domestic product (output generated within the territory) and its regional product (income earned by resident labor and capital, irrespective of where those factors are employed). This distinction captures income leakages and interregional spill-overs—factors that are critical for peripheral economies. Scenario analysis couples exogenous policy levers—tax incentives, infrastructure upgrades, human-capital investment—with endogenous outcomes such as employment, income, and structural change. By disentangling internal production capacity from external income opportunities, the RED model lets policymakers compare strategies that prioritize local output with those that maximize household welfare. Iterative simulations reveal feasible development targets, the policy mixes required to achieve them, and the structural implications of each trajectory. Full article
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22 pages, 1518 KB  
Review
Adipokine Metabolic Drivers, Gut Dysbiosis, and the Prostate Microbiome: Novel Pathway Enrichment Analysis of the Adiposity-Based Chronic Disease—Prostate Cancer Network
by Zachary Dovey, Elena Tomas Bort and Jeffrey I. Mechanick
Cancers 2026, 18(2), 206; https://doi.org/10.3390/cancers18020206 - 8 Jan 2026
Viewed by 178
Abstract
Adiposity-Based Chronic Disease (ABCD) is known to increase the risk of aggressive prostate cancer (PCa), recurrent disease after treatment for localized PCa, and PCa mortality. A key mechanistic link contributing to this enhanced risk is chronic inflammation originating from excess white visceral adipose [...] Read more.
Adiposity-Based Chronic Disease (ABCD) is known to increase the risk of aggressive prostate cancer (PCa), recurrent disease after treatment for localized PCa, and PCa mortality. A key mechanistic link contributing to this enhanced risk is chronic inflammation originating from excess white visceral adipose tissue (WAT; VAT) and periprostatic adipose tissue (ppWAT). Contributing to systemic inflammation is gut dysbiosis, which itself may be caused by ABCD as well as background local inflammation (prostatitis), which is common in aging men and may be exacerbated by the urinary microbiome. Investigating the molecular biology driving inflammation and its association with increased PCa risk, a recent paper applied a network and gene set enrichment to adipokine drivers in the ABCD-PCa network. It found prominent roles for MCP-1, IL-1β, and CXCL-1 in addition to confirming the importance of exposure to lipopolysaccharides and bacterial components, corroborating the role of gut dysbiosis. To further unravel the mechanistic links between ABCD and PCa risk, this critical review will discuss the current literature on prominent inflammatory signaling pathways activated in ABCD; the influence of gut dysbiosis, the urinary microbiome, and chronic prostatitis; and current hypotheses on how these domains may result in the development of aggressive PCa over a man’s life. Moreover, we performed a novel pathway enrichment analysis to further evaluate the associations between ABCD, PCa risk, gut dysbiosis, and the prostate microbiome, the results of which were partitioned into extracellular and intracellular signaling pathways. In the extracellular space, novel mechanistic links between gut dysbiosis and MCP-1, IL-1β, CXCL1, and leptin via bacterial pathogen signaling and the intestinal immune network (for IgA production), crucial for gut immune homeostasis, were found. Within the intracellular space, there were downstream signals activating chemokine and type 2 interferon pathways, focal adhesion PI3K/Akt/mTOR pathways, as well as the JAK/STAT, NF-κB, and PI3K/Akt pathways. Overall, these findings point to an emerging molecular pathway for PCa oncogenesis influenced by ABCD, gut dysbiosis, and inflammation, and further research, possibly with lifestyle program-based clinical trials, may discover novel biomarker panels and molecular targeted therapies for the prevention and treatment of PCa. Full article
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17 pages, 3710 KB  
Article
Study of Structural, Vibrational, and Molecular Docking Properties of (1S,9aR)-1-({4-[4-(Benzyloxy)-3-methoxyphenyl]-1H-1,2,3-triazol-1-yl}methyl)octahydro-2H-quinolizine
by Dastan Turdybekov, Zhangeldy Nurmaganbetov, Almagul Makhmutova, Dmitry Baev, Yury Gatilov, Dmitrii Pankin, Mikhail Smirnov, Pernesh Bekisheva and Kymbat Kopbalina
Molecules 2026, 31(2), 218; https://doi.org/10.3390/molecules31020218 - 8 Jan 2026
Viewed by 105
Abstract
A promising direction for the creation of new biologically active derivatives of the alkaloid lupinine is the synthesis of “hybrid molecules” that combine a fragment of the alkaloid and the pharmacophore of 1,2,3-triazole in their structure. From a biological perspective, this work presents [...] Read more.
A promising direction for the creation of new biologically active derivatives of the alkaloid lupinine is the synthesis of “hybrid molecules” that combine a fragment of the alkaloid and the pharmacophore of 1,2,3-triazole in their structure. From a biological perspective, this work presents the first X-ray diffraction study of a single crystal of (1S,9aR)-1-({4-[4-(Benzyloxy)-3-methoxyphenyl]-1H-1,2,3-triazol-1-yl}methyl)octahydro-2H-quinolizine, a new, recently synthesized 1,2,3-triazole derivative of lupinine. A comparison of theoretically predicted and experimentally observed structural parameters was carried out. The FTIR spectroscopy study and vibrational properties calculations allowed us to interpret the FTIR absorption spectrum and localize specific vibrational modes in quinolizidine, 1,2,3-triazole, and benzene rings. Such information can be fruitful for further characterization of the synthesis process and products. The molecular docking of the compound was performed. It was shown that the studied molecules are capable of interacting with the Mpro binding site via non-covalent and hydrophobic interactions with subsites S3 (Met165, Glu166, Leu167, Pro168) and S5 (Gln189, Thr190, Gln192), which ensure the stabilization of the Mpro substrate. Blocking of the active site of the enzyme in the region of the oxyanion hole does not occur, but stable stacking interactions with the π-system of one of the catalytic amino acids, His41, are observed. Full article
(This article belongs to the Section Molecular Structure)
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17 pages, 11545 KB  
Article
Green Islands in the City: Allotment Gardens as Urban Biofilters and Cooling Spaces in Warsaw, Poland
by Marta Melon, Tomasz Dzieduszyński, Piotr Sikorski, Beata J. Gawryszewska, Maciej Lasocki and Arkadiusz Przybysz
Sustainability 2026, 18(2), 650; https://doi.org/10.3390/su18020650 - 8 Jan 2026
Viewed by 121
Abstract
Family Allotment Gardens (FAGs) represent key components of urban cooling and air-purification systems. However, research has mainly focused on their social roles and on their contributions to food production. This study quantified the capacity of FAGs in Warsaw (Poland) to provide two key [...] Read more.
Family Allotment Gardens (FAGs) represent key components of urban cooling and air-purification systems. However, research has mainly focused on their social roles and on their contributions to food production. This study quantified the capacity of FAGs in Warsaw (Poland) to provide two key ecosystem services at distances up to 300 m from their boundaries: air-pollution filtration and microclimate regulation. Measurements of particulate matter (PM1, PM2.5, PM10), air temperature and relative humidity were conducted along transects inside and outside three allotment complexes in autumn 2023, a period characterised by increased traffic emissions and elevated particulate levels. The results show a moderate but significant reduction in PM concentrations inside gardens (by about 2 µg/m3; r = 0.22–0.29) and slightly higher humidity (by 2.1%; r = −0.34). The cooling effect was weak (<0.3 °C; r = 0.06), indicating a limited spatial range under autumn conditions, though selected transects exhibited stronger local effects. The results confirm that FAGs can contribute to air purification and local climate regulation, but their effectiveness depends on vegetation structure and urban context. Strengthening their role requires integration with green-infrastructure planning and emission-reduction practices within gardens. FAGs, beyond their recreational and productive value, should be recognised as active components of urban adaptation strategies. Full article
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31 pages, 3998 KB  
Review
Obesity-Related Oxidative Stress and Antioxidant Properties of Natural Compounds in the Enteric Nervous System: A Literature Overview
by Vincenzo Bellitto, Daniele Tomassoni, Ilenia Martinelli, Giulio Nittari and Seyed Khosrow Tayebati
Antioxidants 2026, 15(1), 83; https://doi.org/10.3390/antiox15010083 - 8 Jan 2026
Viewed by 264
Abstract
The enteric nervous system (ENS) constitutes a highly organized and intricate neuronal network comprising two principal plexuses: myenteric and submucosal. These plexuses consist of neurons and enteric glial cells (EGCs). Neurons ensure innervation throughout the intestinal wall, whereas EGCs, distributed within the mucosa, [...] Read more.
The enteric nervous system (ENS) constitutes a highly organized and intricate neuronal network comprising two principal plexuses: myenteric and submucosal. These plexuses consist of neurons and enteric glial cells (EGCs). Neurons ensure innervation throughout the intestinal wall, whereas EGCs, distributed within the mucosa, contribute to epithelial barrier integrity and modulation of local inflammatory responses. The ENS orchestrates essential gastrointestinal functions, including motility, secretion, absorption, vascular regulation, and immune interactions with gut microbiota. Under physiological conditions, intestinal homeostasis involves moderate generation of reactive oxygen species (ROS) through endogenous processes such as mitochondrial oxidative phosphorylation. Cellular antioxidant systems maintain redox equilibrium; however, excessive ROS production induces oxidative stress, promoting EGCs activation toward a reactive phenotype characterized by pro-inflammatory cytokine release. This disrupts neuron–glia communication, predisposing to enteric neuroinflammation and neurodegeneration. Obesity, associated with hyperglycemia, hyperlipidemia, and micronutrient deficiencies, enhances ROS generation and inflammatory cascades, thereby impairing ENS integrity. Nevertheless, non-pharmacological strategies—including synthetic and natural antioxidants, bioactive dietary compounds, probiotics, and prebiotics—attenuate oxidative and inflammatory damage. This review summarizes preclinical and clinical evidence elucidating the interplay among the ENS, obesity-induced oxidative stress, inflammation, and the modulatory effects of antioxidant interventions. Full article
(This article belongs to the Section Health Outcomes of Antioxidants and Oxidative Stress)
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42 pages, 4822 KB  
Article
Collaborative Supervision for Sustainable Governance of the Prepared Food Industry in China: An Evolutionary Game and Markov Chain Approach
by Jian Cao, Wanlin Cui, Liping Luo and Ganggang Xie
Sustainability 2026, 18(2), 615; https://doi.org/10.3390/su18020615 - 7 Jan 2026
Viewed by 134
Abstract
The rapid growth of China’s prepared food industry has created new opportunities for industrial upgrading, but it has also intensified concerns regarding product quality, supervision gaps, and the long-term sustainability of governance structures. In response to these challenges, this study develops a tripartite [...] Read more.
The rapid growth of China’s prepared food industry has created new opportunities for industrial upgrading, but it has also intensified concerns regarding product quality, supervision gaps, and the long-term sustainability of governance structures. In response to these challenges, this study develops a tripartite evolutionary game model involving local governments, enterprises, and consumers, and further integrates a Markov chain framework to capture stochastic disturbances and long-run state transitions. This dynamic–stochastic modeling approach enables an examination of how collaborative supervision evolves under varying regulatory intensities, compliance costs, and consumer reporting costs. The results show that (1) multi-actor collaborative supervision substantially increases firms’ incentives to operate honestly and reinforces positive feedback loops between regulators and consumers; (2) excessive regulatory, compliance, or reporting costs weaken system stability and reduce policy effectiveness; (3) aligning regulatory intensity with penalty mechanisms accelerates the system’s convergence toward a stable equilibrium, balancing industrial development with food safety objectives; and (4) Markov chain simulations confirm the robustness and long-term stationarity of the governance system. Overall, this study provides a dynamic and evidence-based framework for designing sustainable and resilient regulatory mechanisms in the prepared food industry. The findings offer practical guidance for advancing Sustainable Development Goals (SDGs) 3, 12, and 16 through improved food safety, responsible production, and stronger institutional governance. Full article
(This article belongs to the Section Sustainable Management)
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23 pages, 8400 KB  
Article
Seasonal Drought Dynamics in Kenya: Remote Sensing and Combined Indices for Climate Risk Planning
by Vincent Ogembo, Samuel Olala, Ernest Kiplangat Ronoh, Erasto Benedict Mukama and Gavin Akinyi
Climate 2026, 14(1), 14; https://doi.org/10.3390/cli14010014 - 7 Jan 2026
Viewed by 247
Abstract
Drought is a pervasive and intensifying climate hazard with profound implications for food security, water availability, and socioeconomic stability, particularly in sub-Saharan Africa. In Kenya, where over 80% of the landmass comprises arid and semi-arid lands (ASALs), recurrent droughts have become a critical [...] Read more.
Drought is a pervasive and intensifying climate hazard with profound implications for food security, water availability, and socioeconomic stability, particularly in sub-Saharan Africa. In Kenya, where over 80% of the landmass comprises arid and semi-arid lands (ASALs), recurrent droughts have become a critical threat to agricultural productivity and climate resilience. This study presents a comprehensive spatiotemporal analysis of seasonal drought dynamics in Kenya for June–July–August–September (JJAS) from 2000 to 2024, leveraging remote sensing-based drought indices and geospatial analysis for climate risk planning. Using the Standardized Precipitation Evapotranspiration Index (SPEI), Vegetation Condition Index (VCI), Soil Moisture Anomaly (SMA), and Fraction of Absorbed Photosynthetically Active Radiation (FAPAR) anomaly, a Combined Drought Indicator (CDI) was developed to assess drought severity, persistence, and impact across Kenya’s four climatological seasons. Data were processed using Google Earth Engine and visualized through GIS platforms to produce high-resolution drought maps disaggregated by county and land-use class. The results revealed a marked intensification of drought conditions, with Alert and Warning classifications expanding significantly in ASALs, particularly in Garissa, Kitui, Marsabit, and Tana River. The drought persistence analysis revealed chronic exposure in drought conditions in northeastern and southeastern counties, while cropland exposure increased by over 100% while rangeland vulnerability rose nearly 56-fold. Population exposure to drought also rose sharply, underscoring the socioeconomic risks associated with climate-induced water stress. The study provides an operational framework for integrating remote sensing into early warning systems and policy planning, aligning with global climate adaptation goals and national resilience strategies. The findings advocate for proactive, data-driven drought management and localized adaptation interventions in Kenya’s most vulnerable regions. Full article
(This article belongs to the Section Climate and Environment)
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25 pages, 8372 KB  
Article
CAFE-DETR: A Sesame Plant and Weed Classification and Detection Algorithm Based on Context-Aware Feature Enhancement
by Pengyu Hou, Linjing Wei, Haodong Liu and Tianxiang Zhou
Agronomy 2026, 16(2), 146; https://doi.org/10.3390/agronomy16020146 - 7 Jan 2026
Viewed by 130
Abstract
Weed competition represents a primary constraint in sesame production, causing substantial yield losses typically ranging from 18 to 68% under inadequate control measures. Precise crop–weed discrimination remains challenging due to morphological similarities, complex field conditions, and vegetation overlapping. To address these issues, we [...] Read more.
Weed competition represents a primary constraint in sesame production, causing substantial yield losses typically ranging from 18 to 68% under inadequate control measures. Precise crop–weed discrimination remains challenging due to morphological similarities, complex field conditions, and vegetation overlapping. To address these issues, we developed Context-Aware Feature-Enhanced Detection Transformer (CAFE-DETR), an enhanced Real-Time Detection Transformer (RT-DETR) architecture optimized for sesame–weed identification. First, the C2f with a Unified Attention-Gating (C2f-UAG) module integrates unified head attention with convolutional gating mechanisms to enhance morphological discrimination capabilities. Second, the Hierarchical Context-Adaptive Fusion Network (HCAF-Net) incorporates hierarchical context extraction and spatial–channel enhancement to achieve multi-scale feature representation. Furthermore, the Polarized Linear Spatial Multi-scale Fusion Network (PLSM-Encoder) reduces computational complexity from O(N2) to O(N) through polarized linear attention while maintaining global semantic modeling. Additionally, the Focaler-MPDIoU loss function improves localization accuracy through point distance constraints and adaptive sample focusing. Experimental results on the sesame–weed dataset demonstrate that CAFE-DETR achieves 90.0% precision, 89.5% mAP50, and 59.5% mAP50–95, representing improvements of 13.07%, 4.92%, and 2.06% above the baseline RT-DETR, respectively, while reducing computational cost by 23.73% (43.4 GFLOPs) and parameter count by 10.55% (17.8 M). These results suggest that CAFE-DETR is a viable alternative for implementation in intelligent spraying systems and precision agriculture platforms. Notably, this study lacks external validation, cross-dataset testing, and field trials, which limits the generalizability of the model to diverse real-world agricultural scenarios. Full article
(This article belongs to the Collection AI, Sensors and Robotics for Smart Agriculture)
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20 pages, 7801 KB  
Article
Numerical Well Testing of Ultra-Deep Fault-Controlled Carbonate Reservoirs: A Geological Model-Based Approach with Machine Learning Assisted Inversion
by Jin Li, Huiqing Liu, Lin Yan, Hui Feng, Zhiping Wang and Shaojun Wang
Processes 2026, 14(2), 187; https://doi.org/10.3390/pr14020187 - 6 Jan 2026
Viewed by 125
Abstract
Ultra-deep fault-controlled carbonate reservoirs exhibit strong heterogeneity, multi-scale fracture–cavity systems, and complex geological controls, which render conventional analytical well testing methods inadequate. This study proposes a geological model-based numerical well testing framework incorporating adaptive meshing, noise reduction, and machine-learning-assisted inversion. A multi-step workflow [...] Read more.
Ultra-deep fault-controlled carbonate reservoirs exhibit strong heterogeneity, multi-scale fracture–cavity systems, and complex geological controls, which render conventional analytical well testing methods inadequate. This study proposes a geological model-based numerical well testing framework incorporating adaptive meshing, noise reduction, and machine-learning-assisted inversion. A multi-step workflow was established, including (i) single-well geological model extraction with localized grid refinement to capture near-wellbore flow behavior, (ii) pressure data denoising and preprocessing using low-pass filtering, and (iii) surrogate-assisted parameter inversion and sensitivity analysis using particle swarm optimization (PSO) to construct diagnostic type curves for different fracture–cavity control modes. The methodology was applied to different wells, yielding inverted fracture permeabilities ranging from approximately 140 to 480 mD and cavity permeabilities between about 110 and 220 mD. Results show that the numerical well testing method achieved an 85.7% interpretation accuracy, outperforming conventional approaches. Distinct parameter sensitivities were identified for single-, double-, and multi-cavity systems, providing a systematic basis for production allocation strategies. This integrated approach enhances the reliability of reservoir characterization and offers practical guidance for efficient development of ultra-deep carbonate reservoirs. Full article
(This article belongs to the Section Petroleum and Low-Carbon Energy Process Engineering)
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14 pages, 648 KB  
Article
Nitrogen Uptake and Use Efficiency Affected by Spatial Configuration in Maize/Peanut Intercropping in Rain-Fed Semi-Arid Region
by Wuyan Xiang, Yue Zhang, Liangshan Feng, Lizhen Zhang, Wei Bai, Wenbo Song, Chen Feng and Zhanxiang Sun
Agronomy 2026, 16(1), 131; https://doi.org/10.3390/agronomy16010131 - 5 Jan 2026
Viewed by 243
Abstract
Efficient nitrogen (N) management is critical for improving productivity and sustainability in intercropping systems, especially in semi-arid regions. Maize and peanut, the two dominant local crops, were selected to represent a typical cereal/legume intercropping system with contrasting nitrogen acquisition strategies. To investigate how [...] Read more.
Efficient nitrogen (N) management is critical for improving productivity and sustainability in intercropping systems, especially in semi-arid regions. Maize and peanut, the two dominant local crops, were selected to represent a typical cereal/legume intercropping system with contrasting nitrogen acquisition strategies. To investigate how spatial configuration regulates nitrogen uptake and nitrogen use efficiency in maize/peanut intercropping systems, a 3-year field (2022–2024) experiment was conducted on sandy soils in semi-arid northwest Liaoning, China. Six cropping systems were evaluated, including sole maize, sole peanut, and four intercropping configurations differing in strip width and crop proportion, including M2P2 (two rows of maize intercrop with two rows of peanut, M indicates maize and P indicates peanut), M2P4, M4P4, and M8P8. The total land equivalent ratio (LER) varied from 0.65 to 1.09, indicating that yield advantages were highly dependent on spatial configuration. Maize consistently exhibited stronger competitiveness than peanut, resulting in suppressed peanut growth in narrow-strip systems. Increasing strip width and peanut proportion alleviated interspecific competition and improved fertilizer nitrogen equivalent ratio (FNER) and nitrogen equivalent ratio (NER) in intercrops. Although intercropping did not consistently enhance total nitrogen uptake, nitrogen use efficiency was significantly improved. Narrow-strip systems (M2P2 and M2P4) increased nitrogen use efficiency, whereas wide-strip systems (M4P4 and M8P8) achieved yield benefits mainly through enhanced nitrogen uptake. Overall, the results highlight that spatial configuration plays a key role in regulating nitrogen uptake and interspecific competition in maize/peanut intercropping under semi-arid sandy conditions. Optimizing strip width and crop proportion is therefore critical for stabilizing yield and improving resource use efficiency in maize/peanut intercropping systems in dryland agriculture. Full article
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