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13 pages, 2743 KB  
Article
Synthesis and Applications of Dual-Afterglow Carbon Dot Composites for Advanced Anti-Counterfeiting and Information Encryption
by Yujing Jing, Ce Yang, Zhaoxia Han, Yating Lu, Dawei Zhang, Ruijin Hong, Chunxian Tao and Dechao Yu
Photonics 2026, 13(3), 266; https://doi.org/10.3390/photonics13030266 - 11 Mar 2026
Viewed by 301
Abstract
Most of the existing carbon dot (CD)-based afterglow materials are limited to a single emission mode of either room-temperature phosphorescence (RTP) or delayed fluorescence (DF), which makes it difficult to meet the application requirements of advanced anti-counterfeiting and multi-level information encryption. Therefore, the [...] Read more.
Most of the existing carbon dot (CD)-based afterglow materials are limited to a single emission mode of either room-temperature phosphorescence (RTP) or delayed fluorescence (DF), which makes it difficult to meet the application requirements of advanced anti-counterfeiting and multi-level information encryption. Therefore, the development of CD-based composite materials with multi-mode afterglow emission, long lifetime and high stability holds significant research significance and application value. In this study, long-afterglow manganese/nitrogen co-doped CDs@boric acid (BA) composites (Mn, N-CDs @BA) are successfully prepared, and their optical properties and emission mechanism are clarified. The results demonstrate that the Mn, N-CDs @BA composites exhibit wavelength-dependent dual-afterglow emission characteristics of RTP and DF. Under 254 nm ultraviolet (UV) light excitation, they exhibit DF emission with an average lifetime of 903.36 ms. Under 365 nm UV light excitation, RTP emission with an average lifetime of 354.43 ms is observed. Moreover, the afterglow color exhibits time dependence. Based on the triple emission modes (fluorescence, RTP and DF) of the Mn, N-CDs @BA composites, optical patterns were designed and fabricated, and counterfeit-resistant and unclonable anti-counterfeiting and high concealment information encryption were successfully achieved. This work develops a potentially feasible approach for next-generation advanced optical anti-counterfeiting and information encryption systems. Full article
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13 pages, 1570 KB  
Article
Denoising Method for NV-Center Fluorescence Signals Based on MPA-VMD Combined with Wavelet Thresholding
by Yanxin He, Xin Li, Zhonghao Li, Hao Guo, Huan Fei Wen, Jun Tang and Jun Liu
Micromachines 2026, 17(3), 289; https://doi.org/10.3390/mi17030289 - 26 Feb 2026
Viewed by 308
Abstract
To address complex noise in nitrogen-vacancy center fluorescence signal acquisition, a hybrid denoising framework combining marine predators algorithm-optimized variational mode decomposition (VMD) and wavelet thresholding is proposed. MPA adaptively selects VMD parameters, enhancing decomposition reliability. Wavelet thresholding then suppresses noise-dominant intrinsic mode functions [...] Read more.
To address complex noise in nitrogen-vacancy center fluorescence signal acquisition, a hybrid denoising framework combining marine predators algorithm-optimized variational mode decomposition (VMD) and wavelet thresholding is proposed. MPA adaptively selects VMD parameters, enhancing decomposition reliability. Wavelet thresholding then suppresses noise-dominant intrinsic mode functions while preserving signal components. Results show significant SNR improvement to 57.12 dB (14.6% higher than standalone VMD), RMSE reduction by 56.7%, and 7.9% SNR enhancement over wavelet thresholding alone, with the correlation coefficient reaching 0.97. More importantly, the proposed method substantially improves the accuracy of ODMR resonance parameter estimation. Compared to wavelet denoising, RMSE of the center frequency is reduced by 29.8% and RMSE of the FWHM is reduced by 44.5%; compared to VMD denoising, the FWHM RMSE is reduced by 20.7% while maintaining comparable center frequency accuracy. This approach validates the synergistic effect of VMD’s global decomposition and wavelet’s local denoising, offering an effective method for high-precision ODMR inversion with substantial application potential in quantum sensing and precision measurement. Full article
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21 pages, 5723 KB  
Article
Sustainable Reuse of Aquaculture Wastewater in Saline–Alkali Paddy Fields: Interactive Effects of Irrigation and Microalgae on Water Nutrient Removal and Rice Yield
by Shuxuan Zhang, Yugeng Guo, Ghulam Rasool, Imran Ali Lakhiar, Shou Wang and Yiwen Zhang
Sustainability 2026, 18(5), 2185; https://doi.org/10.3390/su18052185 - 24 Feb 2026
Viewed by 265
Abstract
To identify an optimized management strategy for the safe reuse of aquaculture wastewater in saline–alkali paddy fields, a pot experiment was conducted to investigate the interactive effects of irrigation modes (flooded and shallow–wet) and Chlorella application on wastewater purification, nitrogen and phosphorus transport, [...] Read more.
To identify an optimized management strategy for the safe reuse of aquaculture wastewater in saline–alkali paddy fields, a pot experiment was conducted to investigate the interactive effects of irrigation modes (flooded and shallow–wet) and Chlorella application on wastewater purification, nitrogen and phosphorus transport, and rice yield. The results showed that Chlorella effectively improved the removal rates of nitrogen and phosphorus in field surface water, but its efficacy depended on the irrigation mode. The purification efficiency of shallow–wet combined with Chlorella (ISCW) was highest, and the removal rate of total phosphorus at the heading stage was 88.67%. The leaching risk of deep nitrate nitrogen (NO3-N) was the lowest, but the rice yield was significantly reduced. In contrast, flooded irrigation combined with Chlorella (IFCW) produced the highest rice yield, whereas its water purification effect was moderate. The entropy-weighted TOPSIS evaluation further indicated a clear trade-off. ISCW improved phosphorus removal in surface water, but reduced grain yield by 60.7% compared with IFCW. These findings demonstrate that irrigation mode is a key factor in regulating the purification effect of Chlorella and its trade-off with rice yield. These findings provide theoretical support for wastewater resource utilization in saline–alkali regions and contribute to the sustainable development of coastal agriculture. Full article
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14 pages, 533 KB  
Article
Effects of Nitrogen Application Rates and Nitrogen Topdressing at Different Leaf Growth Stages on the Yield, Nitrogen Absorption, and Utilization of Nanjing 9108
by Zheshu Xu, Tao Li, Jingjing Cui, Jianghui Yu, Guangyan Li, Ying Zhu, Guodong Liu, Fangfu Xu, Qun Hu and Haiyan Wei
Plants 2026, 15(4), 668; https://doi.org/10.3390/plants15040668 - 23 Feb 2026
Viewed by 284
Abstract
The effects of nitrogen (N) application rates and N topdressing at different leaf growth stages on the yield, N absorption, and utilization of japonica rice cultivar Nanjing 9108 were studied to screen the optimal N management mode for high yield and high N [...] Read more.
The effects of nitrogen (N) application rates and N topdressing at different leaf growth stages on the yield, N absorption, and utilization of japonica rice cultivar Nanjing 9108 were studied to screen the optimal N management mode for high yield and high N use efficiency. A field experiment was conducted from 2023 to 2024, with nine N regulation treatments (94–351 kg ha−1) established through dynamic allocation of basal, tillering, and topdressing fertilizers. The results showed that with the increase of N application rate, the yield and N use efficiency of Nanjing 9108 first increased and then decreased. At a total N application rate of 270 kg ha−1, the N6 treatment (basal N + tiller N + topdressing at the 13th leaf stage) demonstrated optimal overall performance, achieving the highest yield and N use efficiency. Topdressing at the 13th leaf stage (coinciding with young panicle differentiation) promoted spikelet differentiation and large panicle formation, increasing grains per panicle by 2.36–2.20% compared to other treatments under the same N rate. The N6 treatment exhibited enhanced N uptake and utilization: N accumulation increased by 39.27–67.12% during the elongating to heading stage and by 7.14–62.24% during heading to maturity, while N apparent efficiency and agronomic efficiency rose by 3.51–14.68% and 29.22–58.25%, respectively. At heading, the proportion of high-effective leaf area in N6 was 1.52–7.05% higher than in N4, N5, and N7 treatments, accompanied by a slower leaf area decay rate. These traits provided sustained photosynthetic support for dry matter accumulation in mid-to-late growth stages. Consequently, dry matter accumulation in N6 increased by 5.85–33.44% (elongating to heading) and 0.42–26.98% (heading to maturity), leading to a yield advantage of 3.8–17.2% over other treatments. In summary, the N management strategy combining basal, tiller, and 13th-leaf topdressing at 270 kg ha−1 is most effective for achieving both high yield and high N efficiency in Nanjing 9108. Full article
(This article belongs to the Special Issue Cereal Crop Field Performance, Growth Optimization, and Physiology)
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24 pages, 5571 KB  
Article
Designing and Testing an Innovative Hydrogen Combustor for Gas Turbines
by Hongjuan He, Zongming Yu, Yue Wang, Yuhua Ai, Shanshan Li and Chunjie Liu
Energies 2026, 19(4), 988; https://doi.org/10.3390/en19040988 - 13 Feb 2026
Viewed by 388
Abstract
Hydrogen-fueled gas turbines face challenges related to flashback risk, nitrogen oxide (NOx) emissions, and operational flexibility. In this study, a Center-Graded Spiral Micromixing (CGSM) combustor was designed and experimentally investigated to enhance the robustness of fuel–air mixing under hydrogen-rich conditions. The [...] Read more.
Hydrogen-fueled gas turbines face challenges related to flashback risk, nitrogen oxide (NOx) emissions, and operational flexibility. In this study, a Center-Graded Spiral Micromixing (CGSM) combustor was designed and experimentally investigated to enhance the robustness of fuel–air mixing under hydrogen-rich conditions. The proposed CGSM concept employs spiral microtubes to induce curvature-driven secondary flows, promoting mixing through airflow-controlled mechanisms rather than relying solely on fuel jet momentum. Numerical simulations were conducted to qualitatively analyze the internal flow and mixing characteristics of the spiral microtubes, followed by pressurized combustor experiments at an inlet pressure of 0.3 MPa and elevated air temperatures. The experimental results demonstrate stable combustion of pure hydrogen under lean conditions, with NOx emissions being maintained below 25 ppm, corrected to 15% O2, without observable flashback or combustion oscillations within the designated operating range (from ignition to full load). The combustor further exhibits stable operation with blended hydrogen–methane and hydrogen–ammonia fuels, enabling online fuel switching without hardware modification. Application tests on an 80 kW micro-gas turbine indicate that the CGSM combustor can support stable operation across the full range of load conditions, from ignition to full-load operation, under both simple- and reheat-cycle modes, with performance characteristics that are consistent with established operational standards for micro-gas turbines. These results suggest that the CGSM concept provides a feasible micromixing strategy for hydrogen and hydrogen-rich fuels at a moderate pressure and micro-gas turbine scale. Full article
(This article belongs to the Special Issue Advancements in Hydrogen Energy for Combustion Engine Applications)
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33 pages, 3195 KB  
Review
Ethanol–Hydrogen Reactivity Management for High-Efficiency, Low-Emission Reactivity-Controlled Compression Ignition Engines: A Systematic Review of Combustion, Control, and Life Cycle Impact
by Santosh Alone, Sushant Satputaley, Dilip Borkar, Nikhil Bhave and Magdalena Dudek
Energies 2026, 19(4), 909; https://doi.org/10.3390/en19040909 - 9 Feb 2026
Viewed by 475
Abstract
The increasing efforts to decarbonise the energy sector have made it possible to reconsider advanced combustion modes that could simultaneously increase engine efficiency and meet stringent emission regulations. Reactivity-controlled compression ignition (RCCI) has emerged as a strong candidate due to its dual-fuel approach, [...] Read more.
The increasing efforts to decarbonise the energy sector have made it possible to reconsider advanced combustion modes that could simultaneously increase engine efficiency and meet stringent emission regulations. Reactivity-controlled compression ignition (RCCI) has emerged as a strong candidate due to its dual-fuel approach, which enables flexible control over in-cylinder reactivity and heat release patterns. Ethanol and hydrogen have recently attracted attention as a complementary low-reactivity and high-reactivity fuel pair within RCCI systems, typically implemented in a tri-fuel configuration using a small diesel pilot for ignition control. Therefore, most practical implementations operate as ethanol–hydrogen–diesel RCCI systems rather than pure dual-fuel ethanol–hydrogen modes. Research published between 2020 and 2025 provides a clearer picture of how these two fuels behave when used together in RCCI engines. Most studies report a noticeable improvement in the brake thermal efficiency of 4–7%. Particulate matter emissions reduce substantially from 20% to 50%. Lower carbon monoxide and hydrocarbon levels are often reported, and usually, a stable ignition is found throughout a wide range of operating conditions. However, if the combustion phasing is not properly controlled, hydrogen’s reactivity can lead to increased nitrogen oxide emissions, thus making it necessary to recirculate exhaust gases. Besides the challenges of combustion, practical aspects still remain as major hurdles. The problems of material compatibility between two fuels, hydrogen storage safety, and the requirement for low-carbon fuel production pathways can play a vital role in deciding commercialisation. To summarise, research findings point to the ethanol–hydrogen RCCI combination as a very promising route for the improvement of cleaner and more efficient engine technologies, provided the technical and logistical barriers can be addressed. Accordingly, this review primarily addresses ethanol–hydrogen–diesel tri-fuel RCCI architectures, while also discussing dual-fuel ethanol–hydrogen concepts where applicable in order to avoid conceptual overlap with spark-ignited ethanol–hydrogen systems. Full article
(This article belongs to the Special Issue Advances in Hydrogen Production and Hydrogen-Based Power Systems)
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21 pages, 2141 KB  
Article
Biochar–Sponge Iron Modified Bioretention System Improved Nitrogen Removal Efficiency for Aquaculture Wastewater Treatment
by Jiang Wang, Wenqiang Jiang, Luting Wen, Chengcai Zhang, Junneng Liang, Linyuan Jiang, Xueming Yang and Shumin Wang
Water 2026, 18(2), 270; https://doi.org/10.3390/w18020270 - 21 Jan 2026
Viewed by 403
Abstract
To address the challenge of low nitrogen removal efficiency, particularly the difficulty in meeting total nitrogen (TN) discharge standards during low-temperature seasons and intermittent emission modes in conventional aquaculture wastewater treatment, this study proposed the novel application of bioretention systems. Biochar and sponge [...] Read more.
To address the challenge of low nitrogen removal efficiency, particularly the difficulty in meeting total nitrogen (TN) discharge standards during low-temperature seasons and intermittent emission modes in conventional aquaculture wastewater treatment, this study proposed the novel application of bioretention systems. Biochar and sponge iron were used as fillers to construct three bioretention systems: biochar-based (B-BS), sponge iron-based (SI-BS), and a composite system (SIB-BS), for evaluating their nitrogen removal performance for aquaculture wastewater treatment. Experimental results demonstrated that under intermittent flooding conditions at 8.0–13.0 °C and increasing TN loading (9.48 mg/L–31.13 mg/L), SIB-BS maintained stable TN removal (79.7–86.7%), outperforming B-BS and SI-BS (p < 0.05). Under continuous inflow (influent TN = 8.4 ± 0.5 mg/L) at 8.0–13.0 °C, SIB-BS achieved significantly lower effluent TN (2.57 ± 1.5 mg/L) than B-BS (5.6 ± 1.6 mg/L) and SI-BS (5.0 ± 1.5 mg/L) (p < 0.05). Meanwhile, when the temperature ranged from 8.0 to 26.3 °C, SIB-BS exhibited a more stable and efficient denitrification ability. Mechanistic investigations revealed that coupling biochar with sponge iron promoted denitrifying microbial activity and enhanced the functional potential for nitrogen transformation (p < 0.05). Specifically, biochar provided porous attachment sites and improved mass transfer, while sponge iron supplied readily available Fe2+ as an electron donor; their combination buffered iron oxidation and facilitated Fe2+-mediated electron transfer. At low temperature, SIB-BS further stimulated extracellular polymeric substances (EPS) secretion, strengthened biofilm stability without causing blockage, and improved the protective interactions between fillers, thereby increasing metabolic efficiency and sustaining TN removal under variable loading. This study provided a technical reference for the efficient denitrification of aquaculture wastewater. Full article
(This article belongs to the Section Water, Agriculture and Aquaculture)
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19 pages, 11708 KB  
Article
Highly Sensitive Measurement of the Refractive Index of Mesoporous Hollow Silica Microcapsules Using Whispering Gallery Mode Resonances
by Qisheng Xu, Sadok Kouz, Aatir Khan, Naheed Hossain, Nizar Bchellaoui and Abdel I. El Abed
Sensors 2026, 26(1), 250; https://doi.org/10.3390/s26010250 - 31 Dec 2025
Viewed by 668
Abstract
Monodisperse mesoporous hollow silica microcapsules present unique opportunities for advanced optical characterization due to their tunable nanostructure, high porosity and easy functionalization. A critical and challenging parameter in the optimization of these applications is the accurate determination of the effective refractive index, which [...] Read more.
Monodisperse mesoporous hollow silica microcapsules present unique opportunities for advanced optical characterization due to their tunable nanostructure, high porosity and easy functionalization. A critical and challenging parameter in the optimization of these applications is the accurate determination of the effective refractive index, which governs light propagation and confinement within the nanostructured matrix of such mesoporous materials. In this study, individual mesoporous hollow silica microcapsules doped with Rhodamine B dye were analysed optically by exploiting whispering gallery mode (WGM) resonances, enabling non-destructive, single-particle refractometry with nanostructural sensitivity. Fourier Transform analysis of the fluorescence emission spectra revealed sharply defined, periodically spaced WGM peaks. For microcapsules with an 88 μm diameter, the measured intermodal spacing (Δλ = 1.296 nm) yielded an effective refractive index of 1.164. The measured value of the effective refractive index was cross-validated using Lorenz–Lorentz and Bruggeman effective medium models, both predicting porosity values (~63%) that closely match independent Brunauer–Emmett–Teller (BET) nitrogen adsorption measurements. The excellent agreement between optical and adsorption-based porosity demonstrates that WGM spectroscopy combined with Fourier analysis is a powerful, label-free, and non-invasive technique for correlating nanoscale porosity with macroscopic optical properties. This approach is widely applicable to single-particle analyses of nanostructured dielectric materials and opens new possibilities for in situ optical metrology in the development of advanced photonic, catalytic, and biomedical platforms. Full article
(This article belongs to the Special Issue Optofluidic Sensors)
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17 pages, 3543 KB  
Article
Coordinated Auxin–Cytokinin–Nitrogen Signaling Orchestrates Root Suckering in Populus
by Hongying Pang, Wanwan Lyu, Yajuan Chen, Liping Ding, Lin Zheng and Hongzhi Wang
Int. J. Mol. Sci. 2025, 26(24), 12172; https://doi.org/10.3390/ijms262412172 - 18 Dec 2025
Viewed by 616
Abstract
Root suckering is a key mode of clonal propagation in white poplar group, such as aspens (Populus section Leuce), enabling rapid vegetative spread, yet the molecular triggers remain elusive. Here, we developed a rapid protocol that produces abundant root suckers with [...] Read more.
Root suckering is a key mode of clonal propagation in white poplar group, such as aspens (Populus section Leuce), enabling rapid vegetative spread, yet the molecular triggers remain elusive. Here, we developed a rapid protocol that produces abundant root suckers with the root cutting of white poplar (Populus davidiana × P. bolleana) roots in greenhouse. Anatomical analyses and daily resolution transcriptomes resolved three sequential developmental stages: primordium initiation (Days 0–1), SAM (shoot apical meristem) establishment (Days 1–4), and organ differentiation/growth (Days 4–6). Weighted gene co-expression network analysis revealed that auxin- and cytokinin-mediated signaling, integrated with nitrogen metabolism, orchestrates SAM formation and maintenance. Exogenous application of 0.5–1.0 mg L−1 NAA suppressed sucker emergence by 48–60%, whereas inhibition of cytokinin biosynthesis with lovastatin reduced initiation by 60%. These data establish that auxin negatively regulates and cytokinin is indispensable for de novo shoot apical meristem establishment during poplar root-suckering, underscoring that a precise auxin–cytokinin balance governs the timing and extent of this developmental process. Cambial regulators WUSCHEL-Related Homeobox 4-1/2 (WOX4-1/2), together with core meristem regulators WUSCHEL (WUS) and SHOOT MERISTEMLESS (STM), were specifically induced during SAM establishment that underpin vascular integration between the nascent shoot and the parental root. These results uncover the molecular pathway controlling root suckering and provide potential targets for molecular breeding to either enhance or suppress root suckering in Populus. Full article
(This article belongs to the Section Molecular Plant Sciences)
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19 pages, 5984 KB  
Article
Fertilizer Application Drives the Restructuring of Microbial Communities and Functional Succession in the Rhizosphere Soil of Camellia sinensis
by Xiaoli Jia, Qiqi Weng, Tingting Wang, Qi Zhang, Junbin Gu, Yankun Liao, Bitong Zhu, Haibin Wang and Jianghua Ye
Horticulturae 2025, 11(12), 1497; https://doi.org/10.3390/horticulturae11121497 - 10 Dec 2025
Cited by 2 | Viewed by 591
Abstract
To investigate the impact mechanism of different fertilization modes on the rhizosphere soil microecology of Camellia sinensis (C. sinensis), this study adopted 100% chemical fertilizer (HCF), 100% organic fertilizer (HOF), 2/3 chemical fertilizer + 1/3 organic fertilizer (HTC), 1/2 chemical fertilizer [...] Read more.
To investigate the impact mechanism of different fertilization modes on the rhizosphere soil microecology of Camellia sinensis (C. sinensis), this study adopted 100% chemical fertilizer (HCF), 100% organic fertilizer (HOF), 2/3 chemical fertilizer + 1/3 organic fertilizer (HTC), 1/2 chemical fertilizer + 1/2 organic fertilizer (HHOC), and 1/3 chemical fertilizer + 2/3 organic fertilizer (HTO) applied to C. sinensis. In May 2025, samples were collected for measurement and analysis. The results showed that the combination of organic–inorganic fertilizers (especially HTO) significantly increased the content of available nutrients in the soil while maintaining a high pH value, organic matter, and total nutrient content. Microbial community analysis showed that the key microbial groups sensitive to different fertilization responses were Thauera, Zoogloea, and Ceratobasidium. Functional prediction revealed that HCF significantly enriched nitrogen respiration and plant pathogenicity functions, while HOF treatment resulted in a decreased relative abundance of sequences related to pathogenesis. The results of structural equation modeling and path intensity analysis indicated that there was a significant synergistic effect among key microbial communities, which strongly drove their functional expression. The enhancement of these functions resulted in a decrease in soil pH, total soil nutrient content, and available nutrient content. The combination of organic and inorganic fertilizers could optimize the microbial community structure, balance its functional expression, and alleviate the effects caused by single fertilization. This study preliminarily explored the effects of different fertilization modes on the rhizosphere soil microbial community and nutrient transformation of C. sinensis, providing a reference for the subsequent application of organic–inorganic fertilizers in C. sinensis planting. Full article
(This article belongs to the Special Issue Sustainable Practices in Tea Plantations)
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17 pages, 2160 KB  
Article
Fed-Batch Cultivation of Microalgae Using Effluent from the Anaerobic Digestion of Cattle Waste and Cultivation Scale-Up in 100 L Raceways
by Francisco Gerhardt Magro, Alan Rempel, Christian Oliveira Reinehr and Luciane Maria Colla
Biomass 2025, 5(4), 66; https://doi.org/10.3390/biomass5040066 - 21 Oct 2025
Cited by 1 | Viewed by 954
Abstract
The search for sustainable development has led several production processes to adopt biorefineries. We evaluated the cultivation of Spirulina platensis and Scenedesmus obliquus in consortium (50/50%), with the addition of effluent of the anaerobic digestion (AD) of cattle waste, in fed-batch mode, to [...] Read more.
The search for sustainable development has led several production processes to adopt biorefineries. We evaluated the cultivation of Spirulina platensis and Scenedesmus obliquus in consortium (50/50%), with the addition of effluent of the anaerobic digestion (AD) of cattle waste, in fed-batch mode, to obtain biomass in 10 L raceways. Subsequently, cultivation was carried out at pilot scale in a 100 L raceway. Zarrouk medium (20%) was used, with the addition of 10% (v/v) of effluent in the fed-batch process. The biomasses were characterized to evaluate their application. In 10 L raceways, higher biomass concentrations were obtained in the cultivation of Spirulina with the addition of effluent, or with the microalgae consortia without the addition of effluent (around 1 g/L). The addition of the effluent reduced the carbohydrate content and increased the protein content during the cultivation. Scale-up (100 L raceways) with Spirulina showed similar results to those obtained in the 10 L raceways, with removals of 48%, 88% and 11% for COD, nitrogen and total phosphorus, respectively. The cultivation of microalgae in consortium and Spirulina can be used in the post-treatment of effluent of AD, allowing the production of biomass for different applications. Full article
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29 pages, 5680 KB  
Article
Injection Strategies in a Hydrogen SI Engine: Parameter Selection and Comparative Analysis
by Oleksandr Osetrov and Rainer Haas
Hydrogen 2025, 6(4), 84; https://doi.org/10.3390/hydrogen6040084 - 11 Oct 2025
Viewed by 895
Abstract
Injection strategies play a crucial role in determining hydrogen engine performance. The diversity of these strategies and the limited number of comparative studies highlight the need for further investigation. This study focuses on the analysis, parameter selection, and comparison of single early and [...] Read more.
Injection strategies play a crucial role in determining hydrogen engine performance. The diversity of these strategies and the limited number of comparative studies highlight the need for further investigation. This study focuses on the analysis, parameter selection, and comparison of single early and late direct injection, single injection with ignition occurring during injection (the so-called jet-guided operation), and dual injection in a hydrogen spark-ignition engine. The applicability and effectiveness of these injection strategies are assessed using contour maps, with ignition timing and start of injection as coordinates representing equal levels of key engine parameters. Based on this approach, injection and ignition settings are selected for a range of engine operating modes. Simulations of engine performance under different load conditions are carried out using the selected parameters for each strategy. The results indicate that the highest indicated thermal efficiencies are achieved with single late injection, while the lowest occur with dual injection. At the same time, both dual injection and jet-guided operation provide advantages in terms of knock suppression, peak pressure reduction, and reduced nitrogen oxide emissions. Full article
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17 pages, 4643 KB  
Article
Deep Learning Emulator Towards Both Forward and Adjoint Modes of Atmospheric Gas-Phase Chemical Process
by Yulong Liu, Meicheng Liao, Jiacheng Liu and Zhen Cheng
Atmosphere 2025, 16(9), 1109; https://doi.org/10.3390/atmos16091109 - 21 Sep 2025
Viewed by 1300
Abstract
Gas-phase chemistry has been identified as a major computational bottleneck in both the forward and adjoint modes of chemical transport models (CTMs). Although previous studies have demonstrated the potential of deep learning models to simulate and accelerate this process, few studies have examined [...] Read more.
Gas-phase chemistry has been identified as a major computational bottleneck in both the forward and adjoint modes of chemical transport models (CTMs). Although previous studies have demonstrated the potential of deep learning models to simulate and accelerate this process, few studies have examined the applicability and performance of these models in adjoint sensitivity analysis. In this study, a deep learning emulator for gas-phase chemistry is developed and trained on a diverse set of forward-mode simulations from the Community Multiscale Air Quality (CMAQ) model. The emulator employs a residual neural network (ResNet) architecture referred to as FiLM-ResNet, which integrates Feature-wise Linear Modulation (FiLM) layers to explicitly account for photochemical and non-photochemical conditions. Validation within a single timestep indicates that the emulator accurately predicts concentration changes for 74% of gas-phase species with coefficient of determination (R2) exceeding 0.999. After embedding the emulator into the CTM, multi-timestep simulation over one week shows close agreement with the numerical model. For the adjoint mode, we compute the sensitivities of ozone (O3) with respect to O3, nitric oxide (NO), nitrogen dioxide (NO2), hydroxyl radical (OH) and isoprene (ISOP) using automatic differentiation, with the emulator-based adjoint results achieving a maximum R2 of 0.995 in single timestep evaluations compared to the numerical adjoint sensitivities. A 24 h adjoint simulation reveals that the emulator maintains spatially consistent adjoint sensitivity distributions compared to the numerical model across most grid cells. In terms of computational efficiency, the emulator achieves speed-ups of 80×–130× in the forward mode and 45×–102× in the adjoint mode, depending on whether inference is executed on Central Processing Unit (CPU) or Graphics Processing Unit (GPU). These findings demonstrate that, once the emulator is accurately trained to reproduce forward-mode gas-phase chemistry, it can be effectively applied in adjoint sensitivity analysis. This approach offers a promising alternative approach to numerical adjoint frameworks in CTMs. Full article
(This article belongs to the Section Atmospheric Techniques, Instruments, and Modeling)
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14 pages, 4680 KB  
Article
Universal Cryopanel for Cooling from Room to Cryogenic Temperatures
by Olga Vorobyova, Dmitriy Sokolov and Abdurakhman Aldiyarov
Appl. Sci. 2025, 15(18), 10125; https://doi.org/10.3390/app151810125 - 17 Sep 2025
Viewed by 1052
Abstract
This paper evaluated the operation of a universal cryopanel designed to cool surfaces to cryogenic temperatures using an experimental and computer study. The cryopanel’s structure comprises prefabricated parts: a lower plate and a top plate featuring 2.3 mm high pins, through which cooled [...] Read more.
This paper evaluated the operation of a universal cryopanel designed to cool surfaces to cryogenic temperatures using an experimental and computer study. The cryopanel’s structure comprises prefabricated parts: a lower plate and a top plate featuring 2.3 mm high pins, through which cooled nitrogen flows. The main aim of this work was to assess the performance of the universal cryopanel design through thermal and mechanical numerical modeling to meet the demands of different operating modes. Using the COMSOL Multiphysics software version 6.1, it has been shown that the optimized design achieves the required temperature of 150 K and lower on the top surface of the panel with a constant inlet temperature of 80 K and a flow rate of 0.05 m/s. Experimental data on the operation of cryopanels was compared with the resulting model. Data on the cryopanel and research at cryotemperatures will find application in medicine, the food industry, electronics, and scientific research on deposition and condensation, where it is important to observe operating modes and maintain low temperatures. Full article
(This article belongs to the Section Applied Thermal Engineering)
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23 pages, 3267 KB  
Article
Micro-Sprinkling Fertigation Enhances Wheat Grain Yield and Nitrogen Use Efficiency by Reducing N Redundancy and Increasing Root–Water–Nitrogen Spatiotemporal Coordination
by Mengjing Zheng, Yingjia Zhao, Lihua Zhang, Liyan Hao, Zhongyi Zhang, Lihua Lv and Jingting Zhang
Plants 2025, 14(17), 2713; https://doi.org/10.3390/plants14172713 - 1 Sep 2025
Cited by 1 | Viewed by 1041
Abstract
Micro-sprinkling fertigation, a novel irrigation and fertilization way, can improve the grain yield (GY) and nitrogen use efficiency (NUE) of winter wheat to meet sustainable agriculture requirements. In order to clarify the physiological basis behind the improvements, a field experiment with a split-plot [...] Read more.
Micro-sprinkling fertigation, a novel irrigation and fertilization way, can improve the grain yield (GY) and nitrogen use efficiency (NUE) of winter wheat to meet sustainable agriculture requirements. In order to clarify the physiological basis behind the improvements, a field experiment with a split-plot design was conducted during the 2020–2021 and 2021–2022 growing seasons. The main plot encompassed two irrigation and fertilization modes, namely, conventional irrigation and fertilization (CIF) and micro-sprinkling fertigation (MSF), and the subplots included four nitrogen application rates (0, 120, 180, and 240 kg ha−1, denoted as N0, N120, N180, and N240, respectively). Moreover, a 15N isotopic tracer experiment was performed to determine the distributions of nitrogen in the soil. Compared with those under CIF, the GY under MSF at N180 and N240 significantly increased by 9.09% and 9.72%, which was driven mainly by increases in the grain number (GN) and thousand-grain weight (TGW). The increase in the TGW under MSF was the result of the significantly increased net photosynthesis rate at the grain-filling stage. Notably, the number and dry weight of inefficient tillers and the number of ears with fewer than 10 grains were significantly lower under MSF than those under CIF. In addition, the 15N isotopic tracer experiment revealed that nitrogen was primarily concentrated in the 0–30 cm soil layers under MSF, which conforms well with the spatial distributions of the roots and water, and subsequently improved the NUE under N180 and N240. In conclusion, MSF enhanced both the GY and NUE at the N180 level by optimizing root–water–nitrogen spatiotemporal coordination and reducing redundant tillering. Full article
(This article belongs to the Section Crop Physiology and Crop Production)
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