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43 pages, 1183 KiB  
Review
Harnessing Legume Productivity in Tropical Farming Systems by Addressing Challenges Posed by Legume Diseases
by Catherine Hazel Aguilar, David Pires, Cris Cortaga, Reynaldo Peja, Maria Angela Cruz, Joanne Langres, Mark Christian Felipe Redillas, Leny Galvez and Mark Angelo Balendres
Nitrogen 2025, 6(3), 65; https://doi.org/10.3390/nitrogen6030065 - 5 Aug 2025
Abstract
Legumes are among the most important crops globally, serving as a major food source for protein and oil. In tropical regions, the cultivation of legumes has expanded significantly due to the increasing demand for food, plant-based products, and sustainable agriculture practices. However, tropical [...] Read more.
Legumes are among the most important crops globally, serving as a major food source for protein and oil. In tropical regions, the cultivation of legumes has expanded significantly due to the increasing demand for food, plant-based products, and sustainable agriculture practices. However, tropical environments pose unique challenges, including high temperatures, erratic rainfall, soil infertility, and a high incidence of pests and diseases. Indeed, legumes are vulnerable to infections caused by bacteria, fungi, oomycetes, viruses, and nematodes. This review highlights the importance of legumes in tropical farming and discusses major diseases affecting productivity and their impact on the economy, environment, and lives of smallholder legume farmers. We emphasize the use of legume genetic resources and breeding, and biotechnology innovations to foster resistance and address the challenges posed by pathogens in legumes. However, an integrated approach that includes other cultivation techniques (e.g., crop rotation, rational fertilization, deep plowing) remains important for the prevention and control of diseases in legume crops. Finally, we highlight the contributions of plant genetic resources to smallholder resilience and food security. Full article
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11 pages, 1381 KiB  
Article
Fertilization Promotes the Recovery of Plant Productivity but Decreases Biodiversity in a Khorchin Degraded Grassland
by Lina Zheng, Wei Zhao, Shaobo Gao, Ruizhen Wang, Haoran Yan and Mingjiu Wang
Nitrogen 2025, 6(3), 64; https://doi.org/10.3390/nitrogen6030064 - 4 Aug 2025
Abstract
Fertilization is a critical measure for vegetation restoration and ecological reconstruction in degraded grasslands. However, little is known about the long-term effects of different combinations of nitrogen (N), phosphorus (P), potassium (K) on plant and microbial communities in degraded grasslands. This study conducted [...] Read more.
Fertilization is a critical measure for vegetation restoration and ecological reconstruction in degraded grasslands. However, little is known about the long-term effects of different combinations of nitrogen (N), phosphorus (P), potassium (K) on plant and microbial communities in degraded grasslands. This study conducted a four-year (2017–2020) N, P, K addition experiment in the Khorchin Grassland, a degraded typical grassland located in Zhalute Banner, Tongliao City, Inner Mongolia, to investigate the effects of fertilization treatment on plant functional groups and microbial communities after grazing exclusion. Our results showed that the addition of P, NP, and NPK compound fertilizers significantly increased aboveground biomass of the plant community, which is mainly related to the improvement of nutrient availability to promote the growth of specific plant functional groups, especially annual and biennial plants and perennial bunchgrasses. However, the addition of N, P, and NP fertilizers significantly reduced the species diversity of the plant community. At the same time, the addition of N, P, and NP fertilizers and the application of N and NP significantly reduced fungal species diversity but had no significant effect on soil bacteria. Our study provides new insights into the relationships between different types of fertilization and plant community productivity and biodiversity in degraded grasslands over four years of fertilization, which is critical for evaluating the effect of fertilization on the restoration of degraded grassland. Full article
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17 pages, 1459 KiB  
Article
Assessing Controlled Traffic Farming as a Precision Agriculture Strategy for Minimising N2O Losses
by Bawatharani Raveendrakumaran, Miles Grafton, Paramsothy Jeyakumar, Peter Bishop and Clive Davies
Nitrogen 2025, 6(3), 63; https://doi.org/10.3390/nitrogen6030063 - 4 Aug 2025
Abstract
Intensive vegetable farming emits high nitrous oxide (N2O) due to traffic-induced compaction, highlighting the need for preventing nitrogen (N) losses through better traffic management. This study examined the effects of Controlled Traffic Farming (CTF) and Random Traffic Farming (RTF) on N [...] Read more.
Intensive vegetable farming emits high nitrous oxide (N2O) due to traffic-induced compaction, highlighting the need for preventing nitrogen (N) losses through better traffic management. This study examined the effects of Controlled Traffic Farming (CTF) and Random Traffic Farming (RTF) on N2O emissions using intact soil cores (diameter: 18.7 cm; depth: 25 cm) collected from a vegetable production system in Pukekohe, New Zealand. Soil cores from CTF beds, CTF tramlines, and RTF plots were analysed under fertilised (140 kg N/ha) and unfertilised conditions. N2O fluxes were monitored over 58 days using gas chambers. The fertilised RTF system significantly (p < 0.05) increased N2O emissions (5.4 kg N2O–N/ha) compared to the unfertilised RTF system (1.53 kg N2O–N/ha). The emission from fertilised RTF was 46% higher than the maximum N2O emissions (3.7 kg N2O–N/ha) reported under New Zealand pasture conditions. The fertilised CTF system showed a 31.6% reduction in N2O emissions compared to fertilised RTF and did not differ significantly from unfertilised CTF. In general, CTF has demonstrated some resilience against fertiliser-induced N2O emissions, indicating the need for further investigation into its role as a greenhouse gas mitigation strategy. Full article
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16 pages, 7614 KiB  
Article
Untangling the Toxicity Dilemma of the Orbetello Lagoon Sediments in Paracentrotus lividus Bioassay: Trace Metals vs. Ammonium
by Davide Sartori, Simona Macchia, Giorgio Tranchida, Paolo Altemura, Vincenzo Tancredi, Alice Scuderi, Maria Elena Piccione, Stefano Ferrari and Andrea Gaion
Nitrogen 2025, 6(3), 62; https://doi.org/10.3390/nitrogen6030062 - 28 Jul 2025
Viewed by 291
Abstract
This study assesses sediment toxicity in the historically contaminated Orbetello Lagoon (southern Tuscany) using Paracentrotus lividus embryo development bioassays. Elutriates from 15 sites were analysed for trace metals, organic matter, and ammonium. Despite elevated mercury concentrations, toxicity did not consistently correlate with metal [...] Read more.
This study assesses sediment toxicity in the historically contaminated Orbetello Lagoon (southern Tuscany) using Paracentrotus lividus embryo development bioassays. Elutriates from 15 sites were analysed for trace metals, organic matter, and ammonium. Despite elevated mercury concentrations, toxicity did not consistently correlate with metal levels. Instead, Principal Component Analysis (PCA) identified ammonium as a key driver of developmental toxicity, suggesting that it significantly influences both biological effects and metal bioavailability. These results demonstrate that ammonium, often overlooked, can confound sediment toxicity assessments and should be integrated into risk evaluation frameworks for coastal systems affected by legacy pollution. Full article
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16 pages, 1850 KiB  
Article
Effect of Biochar-Coated Urea on Soil Nitrogen, Plant Uptake, and Sweet Corn Yield in Sandy Soil
by Sa’adah Shofiati, Gabryna Auliya Nugroho, Zaenal Kusuma and Syahrul Kurniawan
Nitrogen 2025, 6(3), 61; https://doi.org/10.3390/nitrogen6030061 - 28 Jul 2025
Viewed by 299
Abstract
The low nitrogen-use efficiency (NUE) in sandy soils, due to high porosity and poor nutrient retention, necessitates proper management in fertilization. This study aims to evaluate the effect of biochar-coated urea (BCU) with different coating thicknesses and nitrogen doses on soil nitrogen content, [...] Read more.
The low nitrogen-use efficiency (NUE) in sandy soils, due to high porosity and poor nutrient retention, necessitates proper management in fertilization. This study aims to evaluate the effect of biochar-coated urea (BCU) with different coating thicknesses and nitrogen doses on soil nitrogen content, nitrogen uptake, NUE, growth, and yield of sweet corn in sandy soil. The experiment used a factorial randomized block design with two factors, including biochar coating thicknesses (i.e., 14% and 29%) and fertilization doses (i.e., 50%, 100%, 150%, 200%, and 250%). The results showed that the 29% biochar coating thickness led to 9.9–21.3% higher plant height, N uptake, and N-use efficiency, but it led to 22.8% lower yield, as compared to the 14% biochar coating thickness. Additionally, the application of BCU doses of 100% and 150% (~161 and 241.5 kg N/ha) led to 9.2–97.3% higher maize growth, yield, N uptake, and NEU as compared to the other doses (i.e., 50%, 100%, 250%). This study confirmed that the combination of a 29% biochar coating thickness with 150% of the recommended BCU dose (~241.5 kg N/ha) was the best combination, resulting in the highest N uptake, growth, and yield of maize. Full article
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24 pages, 1391 KiB  
Article
Nitrogen Fertilization and Glomus Mycorrhizal Inoculation Enhance Growth and Secondary Metabolite Accumulation in Hyssop (Hyssopus officinalis L.)
by Saeid Hazrati, Marzieh Mohammadi, Saeed Mollaei, Mostafa Ebadi, Giuseppe Pignata and Silvana Nicola
Nitrogen 2025, 6(3), 60; https://doi.org/10.3390/nitrogen6030060 - 26 Jul 2025
Viewed by 330
Abstract
Nitrogen (N) availability often limits primary productivity in terrestrial ecosystems, and arbuscular mycorrhizal fungi (AMF) can enhance plant N acquisition. This study investigated the interactive effects of N fertilization and AMF inoculation on N uptake, plant performance and phenolic acid content in Hyssopus [...] Read more.
Nitrogen (N) availability often limits primary productivity in terrestrial ecosystems, and arbuscular mycorrhizal fungi (AMF) can enhance plant N acquisition. This study investigated the interactive effects of N fertilization and AMF inoculation on N uptake, plant performance and phenolic acid content in Hyssopus officinalis L., with the aim of promoting sustainable N management in H. officinalis cultivation. A factorial randomized complete block design was employed to evaluate four AMF inoculation strategies (no inoculation, root inoculation, soil inoculation and combined root–soil inoculation) across three N application rates (0, 0.5 and 1,1 g N pot−1 (7 L)) in a controlled greenhouse environment. Combined root and soil AMF inoculation alongside moderate N fertilization (0.5 mg N pot−1) optimized N use efficiency, maximizing plant biomass and bioactive compound production. Compared to non-inoculated controls, this treatment combination increased N uptake by 30%, phosphorus uptake by 24% and potassium uptake by 22%. AMF colonization increased chlorophyll content and total phenolic compounds under moderate N supply. However, excessive N application (1 g N pot−1) reduced AMF effectiveness and secondary metabolite accumulation. Notably, AMF inoculation without N fertilization yielded the highest levels of anthocyanin and salicylic acid, indicating differential N-dependent regulation of specific biosynthetic pathways. The interaction between AMF and N demonstrated that moderate N fertilization (0.5 g N pot−1) combined with dual inoculation strategies can reduce total N input requirements by 50%, while maintaining optimal plant performance. These findings provide practical insights for developing N-efficient cultivation protocols in medicinal plant production systems, contributing to sustainable agricultural practices that minimize environmental N losses. Full article
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14 pages, 1230 KiB  
Article
Soybean (Glycine Max L.) Grain Yield Response to Inoculation with Novel Bradyrhizobia Strains Across Different Soil Fertility Conditions in Zimbabwe
by Akinson Tumbure, Grace Kanonge, Collis S. Mukungurutse, Cathrine Mushangwe, Tonny P. Tauro and Mazvita S. Chiduwa
Nitrogen 2025, 6(3), 59; https://doi.org/10.3390/nitrogen6030059 - 23 Jul 2025
Viewed by 234
Abstract
The agronomic effectiveness of biofertilizers is influenced by strain origin, genetic identity, crop genotype, soil type, and environmental conditions. For best results, both the plant and rhizobia strain must be adapted to the common harsh soil conditions in the tropics. While plant varieties [...] Read more.
The agronomic effectiveness of biofertilizers is influenced by strain origin, genetic identity, crop genotype, soil type, and environmental conditions. For best results, both the plant and rhizobia strain must be adapted to the common harsh soil conditions in the tropics. While plant varieties have changed over the years, complementary research on new strains effectiveness under varying soil fertility conditions has lagged in southern Africa. Seven field experiments were established in the main soybean-producing areas of Zimbabwe in the north, central, and north–east regions to evaluate agronomic benefits of new rhizobia strains against the current exotic commercial strain (MAR1491). One site was irrigated (site 3), and the other six sites were rainfed (sites 1, 2, 4, 5, 6, and 7). While trends in inoculation response varied from site to site due to site conditions, inoculation with the strains NAZ15, NAZ25, and NAK128 consistently yielded high grain yields, which were similar to the current commercial strain MAR1491 and to application of mineral fertilizer (51.75 and 100 kg N ha−1). Grain yield levels were generally below 2 t ha−1 for sites 2, 3, and 5 and above 2 t ha−1 for sites 1, 4, and 6, while for the irrigated site 3, they ranged upwards of 3 t ha−1. When irrigated, all strains except NAK9 performed similarly in terms of grain yields and aboveground N uptake. Further testing on the inclusion of the indigenous strains NAZ15, NAZ25, and NAK128 in multi-strain commercial inoculant production targeting application in regions and soils where they excel beyond the current exotic strain MAR1491 is recommended. Full article
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17 pages, 1333 KiB  
Article
Response of Dittany Cultivation to an Organic Fertilization on Nitrogen and Phosphorus Content, Uptake and Use Efficiency
by Aikaterini Molla, Anastasia Fountouli, Christina Emmanouil, Evaggelia Chatzikirou and Elpiniki Skoufogianni
Nitrogen 2025, 6(3), 58; https://doi.org/10.3390/nitrogen6030058 - 16 Jul 2025
Viewed by 260
Abstract
The growing negative environmental effects associated with chemical fertilizers have led to the promotion of organic fertilizers in agriculture. The purpose of this study was to evaluate the impacts of organic fertilization on nitrogen and phosphorus content, uptake and use efficiency in Origanum [...] Read more.
The growing negative environmental effects associated with chemical fertilizers have led to the promotion of organic fertilizers in agriculture. The purpose of this study was to evaluate the impacts of organic fertilization on nitrogen and phosphorus content, uptake and use efficiency in Origanum dictamnus (Dittany) cultivation. With this aim, a randomized complete blocks field experiment was carried out in Istron Kalou Xoriou (Agios Nikolaos—Crete). The study included three fertilization treatments (N0: 0 kg/ha−1, N1: 1250 kg/ha−1 and N2: 2500 kg/ha−1). Throughout the growing period, measurements were taken for the plant’s content, uptake and efficiency indices of total nitrogen (TN) and phosphorus (P). The findings indicated that the fertilization doses affect nutrient uptake and efficiency. The highest values of TN and P were recorded 60 days after transplants. N1 treatment showed the greatest improvement in nitrogen use efficiency, while phosphorus use efficiency reached its maximum level under N2 treatment. That research can contribute to achieving an in-depth insight of organic fertilization practices for aromatic and medicinal plants such as Dittany, promoting a sustainable agricultural strategy and enhancing product quality. Full article
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8 pages, 830 KiB  
Communication
Differential N2O-Producing Activity of Soil Fungi Across Agricultural Systems: High in Vegetable Fields and Vineyards, Low in Paddies
by Shutan Ma, Jintao Zhang, Ting Wu, Yuqing Miao, Hua Fang, Haitao Wang, Huayuan Niu and Lan Ma
Nitrogen 2025, 6(3), 57; https://doi.org/10.3390/nitrogen6030057 - 11 Jul 2025
Viewed by 201
Abstract
The substrate-induced respiration-inhibition (SIRIN) method has been used to estimate fungi-derived N2O emissions, but its contribution to soil N2O emissions remains unclear. There is a need to quantify the fungal fraction of N2O production more precisely. Here, [...] Read more.
The substrate-induced respiration-inhibition (SIRIN) method has been used to estimate fungi-derived N2O emissions, but its contribution to soil N2O emissions remains unclear. There is a need to quantify the fungal fraction of N2O production more precisely. Here, using isotopocule analysis, we assessed the relative contribution of fungi to soil N2O production potential under denitrifying conditions, where key limiting factors of denitrification (soil moisture, soil NO3, and electron donor) were removed. The result showed that the ratio of fungi-derived N2O emissions (RF) was 0.83~4.28% in paddy soils, 13.80~23.21% in vineyard soils, and 15.34~65.94% in vegetable field soils, respectively. This indicated that the bacteria were the dominator of soil N2O production potential in most cases, but fungal pathways could be significant in vegetable field soils. The experiment with bactericide addition showed that inhibitors could affect non-target microorganisms in the SIRIN method. Our further analyses suggest that it is worth to explore the effect of soil organic carbon and microbial synergies on fungi-derived N2O emissions. Full article
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16 pages, 2439 KiB  
Article
Unraveling Carbon and Nitrogen Dynamics in Cattle Manure: New Insights from Litterbag Incubation
by Thierry Morvan, Françoise Watteau and Paul Robin
Nitrogen 2025, 6(3), 56; https://doi.org/10.3390/nitrogen6030056 - 11 Jul 2025
Viewed by 233
Abstract
Management of livestock manure is a major concern due to its environmental impacts; consequently, laboratory-based incubations aim to quantify the C and N mineralization of organic matter (OM) to assess its potential to supply OM to soils. However, they can be limited by [...] Read more.
Management of livestock manure is a major concern due to its environmental impacts; consequently, laboratory-based incubations aim to quantify the C and N mineralization of organic matter (OM) to assess its potential to supply OM to soils. However, they can be limited by methodological constraints, notably the drying process of organic products. While litterbag experiments allow in situ decomposition of OM to be monitored, they often focus only on mass loss on a dry matter basis, which may overestimate biodegradation rates. To address these limitations, we designed an experiment that combined the measurement of material fluxes with the characterization of OM using transmission electron microscopy. Raw and dried farmyard cattle manure were incorporated into the soil and incubated in litterbags (200 µm mesh) for 301 days. The results demonstrated that drying significantly altered the biochemical composition of the cattle manure and influenced its microbial dynamics at the beginning of the incubation. However, this alteration did not influence the C mineralization rate at the end of incubation. Biodegradation alone could not explain C losses from litterbags after day 112 of incubation, which supports the assertion that physical and biological processes transferred large amounts of matter from the litterbags to the soil. These results highlight the importance of conditioning samples before laboratory incubations. Full article
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19 pages, 1898 KiB  
Article
Reducing Nitrogen Input Increases the Efficacy of Soil Nitrogen Utilization by Regulating Cotton–Arbuscular Mycorrhizal Fungi–Soil Nitrogen Interactions
by Hushan Wang, Yunzhu He, Zihui Shen, Mengjuan Liu, Wangfeng Zhang and Xiaozhen Pu
Nitrogen 2025, 6(3), 55; https://doi.org/10.3390/nitrogen6030055 - 3 Jul 2025
Viewed by 317
Abstract
Crops and arbuscular mycorrhizal (AM) fungi can enhance nitrogen (N) transformation and utilization efficiency in the soil, and this effect is regulated by soil N application rates. However, it remains unclear whether the N utilization efficiency of cotton can be improved through the [...] Read more.
Crops and arbuscular mycorrhizal (AM) fungi can enhance nitrogen (N) transformation and utilization efficiency in the soil, and this effect is regulated by soil N application rates. However, it remains unclear whether the N utilization efficiency of cotton can be improved through the symbiosis of cotton with AM fungi under reduced N application rates. Therefore, we conducted 15N labeling experiments using a compartmentalized culture system with Gossypium hirsutum L. as the experimental plant. We established three N treatments (0.15 g·kg−1, 0.10 g·kg−1 and 0 g·kg−1) to investigate the effects of different fertilization rates on N utilization, soil N priming effects, and differences in N accumulation in various parts of cotton plants within the soil–AM fungi–cotton system. The results indicate that under reduced N application, symbiosis between cotton and AM fungi increased the N fertilizer utilization efficiency and the soil N priming effect. Specifically, reducing the fertilization dosage from 0.15 g·kg−1 to 0.10 g·kg−1 increased the N fertilizer utilization efficiency and soil N priming effect by 8.87% and 11.67%, respectively, and decreased the N loss rate by 7.02%. The symbiosis between cotton and AM fungi after N reduction significantly increased N accumulation in the roots and leaves. Moreover, the N fertilizer content accounted for 5.89% of the total N content in roots. Overall, when N application was reduced, symbiosis with AM fungi effectively promoted the rhizosphere N priming effect, which reconciled the conflict in N nutrient allocation within cotton and thus enabled the efficient utilization of soil N. Full article
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3 pages, 145 KiB  
Editorial
Alternatives to Mineral Nitrogen Fertilizers in Agriculture: State of the Art, Challenges and Future Prospects
by Germán Tortosa
Nitrogen 2025, 6(3), 54; https://doi.org/10.3390/nitrogen6030054 - 2 Jul 2025
Viewed by 273
Abstract
Despite being one of the most abundant elements in the biosphere, nitrogen remains a limiting factor in agricultural systems [...] Full article
12 pages, 429 KiB  
Article
What Is the Maximum Nitrogen Dose for the Fertilization of BRS Tamani?
by Anna Beatriz Oliveira Moura, Lucas Gimenes Mota, Luis Carlos Oliveira Borges, Eduarda Caroline Kichel Cuff, Sidney dos Santos Silva, Camila Fernandes Domingues Duarte, Carla Heloisa Avelino Cabral and Carlos Eduardo Avelino Cabral
Nitrogen 2025, 6(3), 53; https://doi.org/10.3390/nitrogen6030053 - 1 Jul 2025
Viewed by 299
Abstract
This study aimed to determine the optimal nitrogen (N) fertilization rate per regrowth cycle for Megathyrsus maximus cv. BRS Tamani by evaluating its effects on forage production, nutrient uptake, bromatological composition, and in vitro degradation kinetics. A randomized complete block design with five [...] Read more.
This study aimed to determine the optimal nitrogen (N) fertilization rate per regrowth cycle for Megathyrsus maximus cv. BRS Tamani by evaluating its effects on forage production, nutrient uptake, bromatological composition, and in vitro degradation kinetics. A randomized complete block design with five N doses (0, 40, 80, 120, and 160 kg N ha−1) and seven replications was conducted over two rainy seasons. From December 2019 to April 2020, canopy height and light interception were measured weekly. When canopy height reached 95% of light interception the grass was harvest and productive and morphological structure were measured. Nitrogen fertilization increased forage mass and yield up to the dose of 40 kg N ha−1, resulting in 1959 and 9798 kg DM ha−1, respectively, while nitrogen use efficiency declined at higher doses. Weed mass was decreased at 0 kg ha−1, and chlorophyll index increased with the N dose. Nitrogen and potassium were the most extracted nutrients, with nitrogen uptake being highest at 80 kg ha−1. Fertilization elevated the levels of crude protein, NDIP, cell content, and cell wall-bound protein, while ash content decreased. In vitro fermentation showed a reduced gas volume at higher N doses and improved degradation and digestibility up to 40 kg ha−1. Nitrogen fertilization enhanced the forage yield and quality of BRS Tamani, with 40 kg ha−1 maximizing efficiency and digestibility. Full article
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23 pages, 1379 KiB  
Article
Multi-Class Machine Learning to Quantify the Impact of Nitrogen Management Practices on Grassland Biomass
by Sebastian Raubitzek, Margarita Hartlieb, Philip König, Judith Hinderling and Kevin Mallinger
Nitrogen 2025, 6(3), 52; https://doi.org/10.3390/nitrogen6030052 - 30 Jun 2025
Viewed by 632
Abstract
Grassland biomass yield reflects a complex interaction of management intensity and environmental factors, yet quantifying the relative role of practices such as mowing and fertilization remains challenging. In this study, we introduce a multi-class machine learning framework to predict above-ground biomass on 150 [...] Read more.
Grassland biomass yield reflects a complex interaction of management intensity and environmental factors, yet quantifying the relative role of practices such as mowing and fertilization remains challenging. In this study, we introduce a multi-class machine learning framework to predict above-ground biomass on 150 permanent grassland plots across eight years (2009–2016) in Germany’s Biodiversity Exploratories and to evaluate the influence of key management variables. Following rigorous data cleaning, imputation of missing nitrogen values, feature standardization, and encoding of categorical practices, we trained CatBoost classifiers optimized via Bayesian hyperparameter search and mitigated class imbalance with ADASYN oversampling. We assessed model performance under binary, three-class, four-class, and five-class quantile-based categorizations, achieving test accuracies of 0.76, 0.57, 0.42, and 0.38, respectively. Across all schemes, mowing frequency and mineral nitrogen input emerged as the dominant predictors, while secondary variables such as drainage and conditioner use contributed as well. These results demonstrate that broad biomass categories can be forecast reliably from standardized management records, whereas finer distinctions necessitate additional environmental information or automated sensing to capture nonlinear effects and reduce reporting bias. This work shows both the potential and the limits of machine learning for informing sustainable grassland management and explainability thereof. Frequent mowing and higher mineral nitrogen inputs explained most of the predictable variation, enabling a 76% accurate separation of low and high biomass categories. Predictive accuracy fell below 60% for finer class resolutions, indicating that management records alone are insufficient for detailed yield forecasts without complementary environmental data. Full article
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22 pages, 3142 KiB  
Article
High-Power Closed-Loop Pilot System for Nitric Acid Production Using Inductively Coupled Microwave Plasma
by Ian McKinney, Qi Rao, Elizaveta Grushnikova, Kenshin Ushiroda, Tommy Kesler, Stephen Dvorak and Jovan Jevtic
Nitrogen 2025, 6(3), 51; https://doi.org/10.3390/nitrogen6030051 - 28 Jun 2025
Viewed by 495
Abstract
This work presents the characterization of a large-scale pilot plant for nitric acid production that employs atmospheric-pressure plasma in a closed-loop configuration. The primary objective here is to evaluate the scientific and practical feasibility of using high-power Cerawave™ plasma torch technology, manufactured by [...] Read more.
This work presents the characterization of a large-scale pilot plant for nitric acid production that employs atmospheric-pressure plasma in a closed-loop configuration. The primary objective here is to evaluate the scientific and practical feasibility of using high-power Cerawave™ plasma torch technology, manufactured by Radom Corporation, to enhance the rate of nitric acid production of plasma-assisted nitrogen fixation systems, while achieving specific energy consumption (SEC) comparable to that of smaller-scale setups reported in the literature. We provide a comprehensive overview of the components of the pilot plant, its operational strategy, and the analytical models underlying its processes. Preliminary system optimization results are discussed alongside the outcomes from a controlled batch run. After 30.9 h of operation at 50 kW plasma power, the system produced 198.9 L of nitric acid with a concentration of 28.6% by weight, corresponding to overall SEC of approximately 5.3 MJ/mol. This SEC could be improved to 3.7 MJ/mol using absorption columns with greater than 90% absorption efficiency. Additionally, around 60% of the plasma power was recovered as usable process heat via a heat exchanger. These results demonstrate that plasma-based nitrogen fixation is scientifically and technically viable at higher production scales while maintaining competitive specific energy consumption using microwave plasma. Full article
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