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Post-harvest sorting of fresh corn based on semantic segmentation 基于语义分割的鲜玉米收获后分选
IF 6.2 Q1 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2026-01-16 DOI: 10.1016/j.jafr.2026.102656
Riyao Chen , Mingchao Yang , Haixia Qi , Xiwen Luo , Yu Liang , Zihong Chen , Tiancan Jian , Jinzhuo Jiang , Huiliang Huang , Junwei Ouyang
To ensure the quality of fresh corn and improve production line efficiency, automating the identification and detection of deficiencies and diseases in corn grains is essential. This study addresses the limitations and accuracy issues among contemporary techniques in real-world production settings by developing a corn detection model known as Corn-Net, which utilizes semantic segmentation. By imitating the UNet architecture, Corn-Net incorporates a multi-scale strip convolutional attention block (MSCAB) into its encoder–decoder structure, significantly enhancing feature extraction for various sizes of corn kernels, deficiencies, and diseased areas. To mitigate the potential computational costs and efficiency reductions associated with large-scale convolution kernels, MSCAB adopts a strip convolution kernel design of K× 1 + 1× K, effectively achieving a receptive field effect similar to K× K. Experimental results demonstrate that Corn-Net, utilizing the K× 1 + 1× K design, achieves an average segmentation rate of 83.03%, an average Dice coefficient of 80.22%, and an average accuracy of 90.82%, surpassing vanilla K× K designs. Furthermore, this approach reduces the model latency by 41.09% and increases the frame rate, thus improving the operational efficiency compared to K× K designs. Corn-Net exhibits superior segmentation performance on a self-compiled fresh corn dataset compared to existing models. Incorporating Corn-Net into a unified hardware and software system offers a practical automated solution to sorting corn grades, marking a significant advance in automating and enhancing agricultural production processes.
为了保证新鲜玉米的质量,提高生产线效率,玉米籽粒缺陷和病害的自动化识别和检测是必不可少的。本研究通过开发一种称为corn - net的玉米检测模型,利用语义分割,解决了现实生产环境中当代技术的局限性和准确性问题。通过模仿UNet体系结构,corn - net将多尺度条形卷积注意块(multi-scale strip convolutional attention block, MSCAB)集成到其编码器-解码器结构中,显著增强了对不同大小玉米粒、缺陷和病变区域的特征提取。为了减少大规模卷积核可能带来的计算成本和效率降低,MSCAB采用了kx1 + 1xk的条形卷积核设计,有效地实现了类似于kx K的接受场效应。实验结果表明,使用kx1 + 1xk设计的Corn-Net平均分割率为83.03%,平均Dice系数为80.22%,平均准确率为90.82%,超过了普通的kx K设计。此外,该方法将模型延迟降低了41.09%,并提高了帧率,从而提高了kxk设计的运行效率。与现有模型相比,corn - net在自编译的新鲜玉米数据集上表现出优越的分割性能。将corn - net整合到统一的硬件和软件系统中,为玉米等级分类提供了一个实用的自动化解决方案,标志着自动化和提高农业生产过程的重大进步。
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引用次数: 0
Coordinated postharvest trait networks in green chilli, guava, and tomato: Multivariate insights into physicochemical, antioxidant, and mineral quality retention under household storage 青椒、番石榴和番茄的采后协调性状网络:家庭储存下理化、抗氧化和矿物质品质保持的多变量见解
IF 6.2 Q1 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2026-01-16 DOI: 10.1016/j.jafr.2026.102686
Most Altaf-Un-Nahar , Sudipta Joydhar Pretha , Sarif Istiak Akash , Md Rezaul Karim
Household refrigeration slows the deterioration of perishable produce, yet the physiological and biochemical mechanisms underlying nutrient retention and coordinated postharvest trait networks remain poorly understood. This study evaluated green chilli (Capsicum frutescens), guava (Psidium guajava), and tomato (Solanum lycopersicum) stored under ambient (25 ± 2 °C) and refrigerated (6 ± 1 °C) conditions over 12 days, applying multivariate and network analyses to clarify trait interactions shaping postharvest quality. Regression- and threshold-based analyses were incorporated to validate key predictors and classify quality status. Refrigeration at 6 °C preserved quality. By day 12, weight loss in green chilli was limited to 4.7 % compared to 25.2 % under ambient conditions, while tomato firmness declined by 43.6 % versus 77.2 %. Guava retained 68.5 % ascorbic acid under refrigeration, markedly higher than 19.3 % at ambient temperature. Mineral traits remained stable across all treatments. Network analysis identified two coordinated trait modules representing quality preservation and deterioration. Firmness emerged as a strong predictor of quality, with R2 values ranging from 0.31 to 0.75 across crops. Firmness thresholds effectively identified unacceptable quality, supporting early detection of deterioration. Strong correlations between firmness and antioxidant retention (ascorbic acid r = 0.84; total phenolics r = 0.83) further established firmness as an integrative trait linking physicochemical, antioxidant, and mineral attributes. Across the 12-day period, produce maintained acceptable quality for up to 8 days under refrigeration and approximately 2 days under ambient storage. These findings provide mechanistic insights into coordinated postharvest responses and offer practical tools, including trait networks and firmness monitoring to enhance nutrient retention, preserve quality, and reduce household food waste.
家用制冷减缓了易腐农产品的变质,但营养物质保留和协调的采后性状网络的生理生化机制仍然知之甚少。本研究对绿辣椒(Capsicum frutescens)、番石榴(Psidium guajava)和番茄(Solanum lycopersicum)在常温(25±2°C)和冷藏(6±1°C)条件下储存12天的情况进行了评估,并应用多变量和网络分析来阐明影响采后品质的性状相互作用。采用回归和阈值分析来验证关键预测因子并对质量状态进行分类。在6°C冷藏保存品质。到第12天,绿辣椒的体重下降限制在4.7%,而环境条件下为25.2%,而番茄的硬度下降43.6%,而环境条件下为77.2%。在冷藏条件下,番石榴保留了68.5%的抗坏血酸,明显高于常温下的19.3%。矿质性状在所有处理中保持稳定。网络分析确定了两个协调的特征模块,分别代表质量保持和劣化。稳健性是一个强有力的质量预测指标,不同作物的R2值从0.31到0.75不等。牢固性阈值有效地识别不可接受的质量,支持早期发现劣化。坚固性和抗氧化保持力之间的强相关性(抗坏血酸r = 0.84;总酚r = 0.83)进一步确立了坚固性是一种连接物理化学、抗氧化和矿物质属性的综合性状。在12天的时间里,产品在冷藏条件下保持可接受的质量长达8天,在环境储存条件下保持约2天。这些发现为协调采后反应提供了机制见解,并提供了实用工具,包括性状网络和硬度监测,以增强营养保留,保持质量,减少家庭食物浪费。
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引用次数: 0
Conservation agriculture and cover crops enhances yield and profitability of grain production systems 保护性农业和覆盖作物提高了粮食生产系统的产量和盈利能力
IF 6.2 Q1 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2026-01-15 DOI: 10.1016/j.jafr.2026.102672
Lutécia Beatriz Canalli , Laíse da Silveira Pontes , Guilherme Leonardi , Marcelo Augusto de Aguiar e Silva , Tiago Santos Telles
This study aimed to verify whether diversified crop rotation systems are more productive and profitable than the wheat-soybean crop rotation system. In southern Brazil, five crop rotation systems with varying levels of species diversification (ranging from 4 to 10 species per three-year cycle) were compared to a wheat-soybean crop rotation system over six agricultural years (2017–2018 to 2022–2023, in two three-year cycles). Yield and economic indicators were evaluated. At the end of the six agricultural years, all treatments were profitable. The highest accumulated profit was observed in the treatment that rotated corn, bean, and soybean in summer with cover crops and cereals in winter. This system was 38 % more profitable than the wheat-soybean crop rotation system. The results suggest that crop rotation with species diversification, especially when incorporating cover crops in conservation agriculture, can be more profitable, enhance soybean yields, and require lower investments compared to traditional wheat-soybean crop rotation system.
本研究旨在验证多样化作物轮作系统是否比小麦-大豆轮作系统更高产、更有利可图。在巴西南部,将五种不同物种多样化水平的作物轮作系统(每三年周期4至10种)与小麦-大豆轮作系统进行了比较,轮作系统为期六个农业年(2017-2018年至2022-2023年,分为两个三年周期)。对产量和经济指标进行了评价。在六个农业年结束时,所有的处理方法都是有利可图的。夏季玉米、豆类和大豆轮作,冬季覆盖作物和谷物轮作的累积收益最高。该系统比小麦-大豆轮作系统的利润高出38%。结果表明,与传统的小麦-大豆轮作制度相比,具有物种多样化的轮作制度,特别是在保护性农业中纳入覆盖作物的轮作制度,可以获得更高的利润,提高大豆产量,并且需要更低的投资。
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引用次数: 0
Nitrogen composition in cv. Monastrell berries under climate change: The role of vineyard management cv中的氮组成。气候变化下的Monastrell浆果:葡萄园管理的作用
IF 6.2 Q1 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2026-01-14 DOI: 10.1016/j.jafr.2026.102663
M. Esperanza Valdés , Laura Martín , Álvaro Vergara , Raquel Pavo , M. Victoria Alarcón , M. Mar Alguacil
Environmental conditions strongly influence grape amino acid profiles, which are key for fermentation and wine aroma. However, the combined effects of climate-driven warming and reduced rainfall together with vineyard management on berry amino acid composition remain poorly understood under field conditions. This study evaluated the effects of warming (W) and reduced rainfall (RR) on the nitrogen composition of cv. Monastrell berries under conventional (CON) and organic (ORG) vineyard management systems. A field experiment was established in 2023 in a rainfed vineyard (Murcia, SE Spain) using open-top chambers and rain-exclusion shelters to simulate warming and reduced rainfall respectively, with ambient conditions as controls. Individual amino acids and ammonium were analyzed by HPLC at harvest in 2023 and 2024, and nitrogen parameters including total free amino acids (FAN), yeast-assimilable nitrogen (YAN) and precursor aromatic nitrogen (PAN) were determined. ORG management showed higher amino acid concentrations than CON, with increases exceeding 100 % for GABA and proline. In 2023, climate treatments significantly affected 13 amino acids, whereas vineyard management effects and vineyard management × climate interactions were each significant for 4. Warming increased FAN, AAN, YAN and PAN by 25–75 % under ORG and by 111–160 % under CON, while ammonium increased by 96 % and 28 % under ORG and CON, respectively. Reduced rainfall had negligible effects in both years, confirming temperature as the dominant driver. These findings indicate that warming strongly alters grape nitrogen metabolism, whereas organic management mitigates its impact, supporting its role as a sustainable strategy to preserve nitrogen compounds under future climate scenarios.
环境条件强烈影响葡萄的氨基酸谱,而氨基酸谱是发酵和葡萄酒香气的关键。然而,在田间条件下,气候变暖和降雨量减少以及葡萄园管理对浆果氨基酸组成的综合影响仍然知之甚少。本研究评价了增温(W)和降雨减少(RR)对土壤氮素组成的影响。传统(CON)和有机(ORG)葡萄园管理制度下的蒙斯特雷尔浆果。2023年,在一个雨养葡萄园(西班牙东南部穆尔西亚)建立了一个田间试验,在环境条件为对照的情况下,使用开顶室和防雨棚分别模拟增温和减少降雨。2023年和2024年收获时,采用高效液相色谱法分析了单个氨基酸和铵态氮,测定了总游离氨基酸(FAN)、酵母可同化氮(YAN)和前体芳香氮(PAN)等氮参数。ORG处理的氨基酸浓度高于CON,其中GABA和脯氨酸的含量增加超过100%。2023年,气候处理显著影响了13种氨基酸,而葡萄园管理效应和葡萄园管理与气候交互作用各影响了4种氨基酸。增温使ORG和CON处理下的FAN、AAN、YAN和PAN分别增加了25 ~ 75%和111 ~ 160%,而铵处理下分别增加了96%和28%。在这两年,降雨量减少的影响可以忽略不计,这证实了温度是主要的驱动因素。这些发现表明,变暖强烈地改变了葡萄的氮代谢,而有机管理减轻了其影响,支持其作为未来气候情景下保护氮化合物的可持续策略的作用。
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引用次数: 0
Revealing the impact of different drying methods on the metabolites and bioactivities of Elsholtzia rugulosa based on untargeted metabolomics combined with chemometrics 基于非靶向代谢组学与化学计量学相结合的方法,揭示不同干燥方式对黑草代谢物及生物活性的影响
IF 6.2 Q1 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2026-01-14 DOI: 10.1016/j.jafr.2026.102668
Lijuan Zhang , Peifeng Zhu , Peng Zhang , Afsar Khan , Huixi Su , Qiong Jin , Junying Huang , Lu Liu
Elsholtzia rugulosa Hemsl., a plant with a long history of use as an herbal tea, a honey source, and a folk medicine, is widely distributed in Southwest China. To investigate the effect of various drying approaches on the metabolites and biological activities of E. rugulosa, this study applied an untargeted metabolomics approach, utilizing ultra-performance liquid chromatography quadrupole time-of-flight mass spectrometry (UPLC-Q-TOF-MS) and gas chromatography-mass spectrometry (GC-MS), combined with chemometric analysis of the experimental data. The results indicated that vacuum freeze drying (VFD) yielded the highest contents of total phenols, total flavonoids, and total triterpenoids. In contrast, shade drying (SD) was more effective in preserving total proteins and soluble total sugars; while hot air drying (HAD) resulted in the most abundant volatile metabolites. Dattelic acid and epigallocatechin were identified as the most significantly differential metabolites in E. rugulosa among the three drying methods. Additionally, comparative analysis of metabolic pathways identified flavonoid biosynthesis as the core differentially enriched pathway among various metabolites, underscoring its significance in the metabolic response to drying. Compared with SD and HAD, the VFD resulted in samples with superior inhibitory activities against α-glucosidase, α-amylase, and lipase. For α-glucosidase, α-amylase, and lipase, five differential metabolites were selected as targets for molecular docking studies, all of which exhibited high binding affinities towards their respective receptors. These findings provide a scientific basis for optimizing processing strategies to enhance the health-promoting properties of E. rugulosa. Furthermore, this study offers a systematic insight into the metabolic characteristics and variations in E. rugulosa under three different drying methods, providing a crucial scientific basis for future process-optimization and targeted exploration of bioactive constituents.
Elsholtzia rugulosa Hemsl。它是一种历史悠久的植物,被用作凉茶、蜂蜜和民间药物,广泛分布在中国西南地区。为了研究不同干燥方式对蓝草代谢物和生物活性的影响,本研究采用非靶向代谢组学方法,利用超高效液相色谱-四极杆飞行时间质谱(UPLC-Q-TOF-MS)和气相色谱-质谱(GC-MS),结合化学计量学分析实验数据。结果表明,真空冷冻干燥的总酚、总黄酮和总三萜含量最高。遮荫干燥对总蛋白和可溶性总糖的保存效果较好;而热风干燥(HAD)产生的挥发性代谢物最多。结果表明,三种干燥方法中,散子酸和表没食子儿茶素的代谢物差异最大。此外,代谢途径的比较分析发现,黄酮类生物合成是各种代谢物中差异富集的核心途径,强调了其在干燥代谢响应中的重要意义。与SD和HAD相比,VFD对α-葡萄糖苷酶、α-淀粉酶和脂肪酶具有更强的抑制活性。对于α-葡萄糖苷酶、α-淀粉酶和脂肪酶,我们选择了5种差异代谢物作为分子对接研究的靶点,它们都对各自的受体具有很高的结合亲和力。这些研究结果为优化炮制策略以提高金丝莲的保健功效提供了科学依据。此外,本研究还系统地揭示了三种不同干燥方法下黑松叶的代谢特性及其变化,为后续工艺优化和有针对性地发掘其生物活性成分提供了重要的科学依据。
{"title":"Revealing the impact of different drying methods on the metabolites and bioactivities of Elsholtzia rugulosa based on untargeted metabolomics combined with chemometrics","authors":"Lijuan Zhang ,&nbsp;Peifeng Zhu ,&nbsp;Peng Zhang ,&nbsp;Afsar Khan ,&nbsp;Huixi Su ,&nbsp;Qiong Jin ,&nbsp;Junying Huang ,&nbsp;Lu Liu","doi":"10.1016/j.jafr.2026.102668","DOIUrl":"10.1016/j.jafr.2026.102668","url":null,"abstract":"<div><div><em>Elsholtzia rugulosa</em> Hemsl., a plant with a long history of use as an herbal tea, a honey source, and a folk medicine, is widely distributed in Southwest China. To investigate the effect of various drying approaches on the metabolites and biological activities of <em>E. rugulosa</em>, this study applied an untargeted metabolomics approach, utilizing ultra-performance liquid chromatography quadrupole time-of-flight mass spectrometry (UPLC-Q-TOF-MS) and gas chromatography-mass spectrometry (GC-MS), combined with chemometric analysis of the experimental data. The results indicated that vacuum freeze drying (VFD) yielded the highest contents of total phenols, total flavonoids, and total triterpenoids. In contrast, shade drying (SD) was more effective in preserving total proteins and soluble total sugars; while hot air drying (HAD) resulted in the most abundant volatile metabolites. Dattelic acid and epigallocatechin were identified as the most significantly differential metabolites in <em>E. rugulosa</em> among the three drying methods. Additionally, comparative analysis of metabolic pathways identified flavonoid biosynthesis as the core differentially enriched pathway among various metabolites, underscoring its significance in the metabolic response to drying. Compared with SD and HAD, the VFD resulted in samples with superior inhibitory activities against <em>α</em>-glucosidase, <em>α</em>-amylase, and lipase. For <em>α</em>-glucosidase, <em>α</em>-amylase, and lipase, five differential metabolites were selected as targets for molecular docking studies, all of which exhibited high binding affinities towards their respective receptors. These findings provide a scientific basis for optimizing processing strategies to enhance the health-promoting properties of <em>E. rugulosa</em>. Furthermore, this study offers a systematic insight into the metabolic characteristics and variations in <em>E. rugulosa</em> under three different drying methods, providing a crucial scientific basis for future process-optimization and targeted exploration of bioactive constituents.</div></div>","PeriodicalId":34393,"journal":{"name":"Journal of Agriculture and Food Research","volume":"26 ","pages":"Article 102668"},"PeriodicalIF":6.2,"publicationDate":"2026-01-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145979563","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Exploring the therapeutic potential of Cousinia iconica Hub.-Mor extracts through chemical profiling, in vitro and in-silico assays 探索鸢尾草的治疗潜力。-通过化学分析、体外和计算机分析获得更多提取物
IF 6.2 Q1 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2026-01-14 DOI: 10.1016/j.jafr.2026.102678
Benita Hryć , Gunes Ak , Sakina Yagi , Elwira Sieniawska , Łukasz Świątek , Kinga Salwa , Mehmet Veysi Cetiz , Evren Yildiztugay , Stefano Dall’Acqua , Gokhan Zengin
Some species of the genus Cousinia (family Asteraceae) are traditionally used to treat various diseases, and scientific research has demonstrated that they possess interesting biological activities. This study offers the first comprehensive evaluation of the aerial parts of Cousinia iconica Hub.-Mor, incorporating phytochemical profiling, bioactivity assays, and network pharmacology. High-resolution LC–ESI-QTOF–MS analysis revealed that the plant is rich in phenolic acids, hydroxy- and methoxy-flavonoid glycosides, and lignans. The aqueous extract contained the highest levels of total phenolics (78 mg gallic acid equivalents/g) and flavonoids (15.5 mg rutin equivalents/g). It also exhibited the strongest radical scavenging, reducing power, and metal chelating activities. Biological tests showed that, while all three organic extracts had similar cytotoxic effects against the RKO colorectal cancer cell line, none demonstrated measurable antiviral activity against HHV-1 or human coxsackievirus B3. In silico analyses supported these results by identifying 22 disease-relevant targets of C. iconica compounds linked to head and neck squamous cell carcinoma (HNSCC). Molecular docking showed strong binding affinities of key phytochemicals to cancer-related targets (CDK2, CHEK1, PDGFRA) and metabolic enzymes (acetylcholinesterase, butyrylcholinesterase, tyrosinase, amylase, glucosidase). Overall, the results highlight C. iconica as a promising source of bioactive phenolic compounds with significant cytotoxic potential, though its antiviral effects appear limited. Further research, especially on isolated constituents and mechanism-based assays, is necessary to better understand its therapeutic potential.
紫菀科的一些品种传统上用于治疗各种疾病,科学研究表明它们具有有趣的生物活性。本研究首次对山臭莲的空中部分进行了综合评价。-更多,结合植物化学分析,生物活性分析和网络药理学。高分辨率LC-ESI-QTOF-MS分析显示,该植物富含酚酸、羟基和甲氧基类黄酮苷和木脂素。水提取物中总酚类物质(78 mg没食子酸当量/g)和类黄酮(15.5 mg芦丁当量/g)含量最高。它还表现出最强的自由基清除能力、还原能力和金属螯合活性。生物学试验表明,虽然所有三种有机提取物对RKO结直肠癌细胞系具有相似的细胞毒作用,但没有一种对HHV-1或人类柯萨奇病毒B3具有可测量的抗病毒活性。计算机分析通过鉴定22种与头颈部鳞状细胞癌(HNSCC)相关的C. iconica化合物的疾病相关靶点支持了这些结果。分子对接显示,关键植物化学物质与癌症相关靶点(CDK2、CHEK1、PDGFRA)和代谢酶(乙酰胆碱酯酶、丁基胆碱酯酶、酪氨酸酶、淀粉酶、葡萄糖苷酶)具有很强的结合亲和力。总的来说,这些结果突出表明,尽管它的抗病毒作用有限,但它是一种具有显著细胞毒性的生物活性酚类化合物的有前途的来源。进一步的研究,特别是对分离成分和基于机制的分析,是更好地了解其治疗潜力的必要条件。
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引用次数: 0
Soil fertility assessment for mango production in karst agroecosystems of Southwest China 西南喀斯特农业生态系统芒果生产土壤肥力评价
IF 6.2 Q1 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2026-01-13 DOI: 10.1016/j.jafr.2026.102655
Yifan Wang , Yujie Zha , Qiuliang Cai , Dianjun Lu , Xiaoqin Chen , Yiliu Wang , Solomon Yokamo , Bin Wang , Xinyuan Lu , Huoyan Wang
Accurate assessment of soil fertility is crucial for enhancing mango productivity and quality. However, rare soil fertility surveys have been reported on mango orchards, especially in karst mountainous areas of China. In this study, an investigation was conducted using 152 paired soil-fruit samples collected from commercial mango orchards in Baise City, Guangxi Province, southwestern China. Principal component analysis (PCA) was employed to establish a minimum data set (MDS), and two distinct weighting methods were compared to calculate the soil integrated fertility index (IFI). The 5 representative indicators—pH, available potassium (AK), organic matter (OM), available phosphorus (AP), and available boron (AB)—were selected to construct the MDS. Together with a correlation-based weighting method, the average IFI was determined to be 0.51 (range: 0.17–0.92), grading the overall fertility as “Medium.” Significant positive correlations were observed between IFI and both yield (R2 = 0.45, p < 0.01) and fruit quality index (FQI) (R2 = 0.49, p < 0.01). Notably, AK and OM were identified as the primary determinants of yield and FQI using random forest model, with 20 g/kg for OM or 120 mg/kg for AK as the critical thresholds for achieving high yields. Furthermore, AP, AB, and altitude were determined as the secondary limiting factors, with corresponding high yield thresholds of 20 mg/kg, 0.30 mg/kg, and 300 m, respectively. These findings provide a theoretical basis and practical guidelines for optimizing orchard establishment and nutrient management in karst agroecosystems.
准确评价土壤肥力对提高芒果产量和品质至关重要。然而,在中国的喀斯特山区,对芒果果园进行了罕见的土壤肥力调查。本研究对广西百色市商品芒果果园的152个配对土壤-果实样本进行了调查。采用主成分分析(PCA)建立最小数据集(MDS),并比较两种不同的加权方法计算土壤综合肥力指数(IFI)。选取ph、速效钾(AK)、有机质(OM)、速效磷(AP)和速效硼(AB) 5个代表性指标构建MDS。结合基于相关性的加权方法,确定平均IFI为0.51(范围:0.17-0.92),将整体生育力评为“中等”。IFI与产量(R2 = 0.45, p < 0.01)和果实品质指数(FQI)均呈极显著正相关(R2 = 0.49, p < 0.01)。值得注意的是,利用随机森林模型确定速效钾和速效钾是产量和FQI的主要决定因素,速效钾20 g/kg或速效钾120 mg/kg是实现高产的关键阈值。此外,确定AP、AB和海拔为次要限制因素,相应的高产阈值分别为20 mg/kg、0.30 mg/kg和300 m。研究结果为优化喀斯特农业生态系统果园建设和养分管理提供了理论依据和实践指导。
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引用次数: 0
Biochemical discrimination and market-oriented qualitative traits of a 24 lemon cultivar collection 24个柠檬品种的生化鉴别及市场化质量性状研究
IF 6.2 Q1 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2026-01-13 DOI: 10.1016/j.jafr.2026.102658
Giulia Modica , Luana Pulvirenti , Alessandra Gentile , Giuseppe Ruberto , Laura Siracusa , Alberto Continella
Lemon [Citrus limon (L.) Burm. f.] is an important species cultivated in several citrus-producing countries. Lemon fruits are usually used for fresh consumption and for processed juice due to their excellent nutraceutical properties attributed to their high levels of bioactive compounds, mainly specialized (secondary) metabolites. A total of 24 cultivars were studied (20 belonging to the Italian germplasm plus 4 international varieties) for their morphological parameters, specialized metabolite content evaluated by HPLC/Uv–Vis/DAD and UPLC/ESI/Orbitrap MS analyses and antioxidant activity of juices assessed by ABTS+ and DPPH tests. State of the art statistical tools were used to rationalize the data, specifically Principal Component Analysis (PCA) and clustering analysis, Random Forest and Heatmap were performed. The results obtained allowed us to assess biochemical variability and to identify a commercial placement (fresh market vs industrial transformation) for the analyzed genotypes. The results indicated that F. Adamo, F. Scandurra, F. Continella, F. Cerza and F. Akragas could be suitable for the fresh consumption due to their favorable morphological parameters. Conversely, F. Siracusano, F. Cocuzzaro and F. S.Teresa, F. 2Kr and F. Fragalà were distinguished by their high levels of metabolic compounds. Lemox and Fino 49 exhibited the largest fruit weight, suggesting their potential use for processed juice production.
柠檬[柠檬类]发热管。[f]是几个柑橘生产国栽培的重要品种。柠檬水果通常用于新鲜消费和加工果汁,因为它们具有优异的营养保健特性,这要归功于它们高水平的生物活性化合物,主要是专门的(次级)代谢物。采用HPLC/ Uv-Vis /DAD、UPLC/ESI/Orbitrap MS分析了24个品种(意大利品种20个,国际品种4个)的形态参数,ABTS+和DPPH•测定了果汁的抗氧化活性。使用最先进的统计工具来合理化数据,特别是主成分分析(PCA)和聚类分析,随机森林和热图进行。获得的结果使我们能够评估生化变异,并为分析的基因型确定商业定位(新鲜市场vs工业转型)。结果表明,Adamo、F. Scandurra、F. Continella、F. Cerza和F. Akragas因其良好的形态参数而适合生鲜食用。相反,F. Siracusano, F. Cocuzzaro和F. S.Teresa, F. 2Kr和F. fragal以其高水平的代谢化合物而闻名。Lemox和Fino 49表现出最大的果实重量,表明它们在加工果汁生产中的潜在用途。
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引用次数: 0
Ergothioneine dynamics in a long-term farming systems trial: Effects of tillage, management, and oxidative stress on grain and soil ergothioneine 麦角硫因在长期耕作系统试验中的动态:耕作、管理和氧化应激对谷物和土壤麦角硫因的影响
IF 6.2 Q1 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2026-01-12 DOI: 10.1016/j.jafr.2026.102661
Saurav Das , Emmanuel C. Omondi , Philip O. Hinson , Khang D. Nguyen , Rachel Olson , Robert Beelman , Zachary Bitzer , Dongxiao Sun , Gladis Zinati , Andrew Smith , John Fagan
This study investigated how long-term farming systems and tillage practices regulate ergothioneine (ERGO) dynamics in agricultural soils and grains, considering microbial mediation and oxidative stress interactions. The work was conducted in the Farming Systems Trial (FST) at the Rodale Institute using a split–split plot randomized complete block design comprising three farming systems, conventional (CNV), legume-based organic (LEG), and manure-based organic (MNR), under two tillage intensities, full tillage (FT) and reduced/conservation tillage (RT). The analysis was cross-sectional across treatments. Grain and soil ERGO were quantified using UPLC–MS/MS, microbial communities were assessed by PLFA profiling, and herbicide-induced oxidative stress was represented by a semi-quantitative Oxidative Stress Exposure Index (OSEI) derived from literature-based toxicity weights. Grain ERGO concentrations and partitioning coefficient were highest in CNV–RT systems, where herbicide exposure (glyphosate, atrazine, 2,4-D) increased oxidative stress. Organic systems maintained higher microbial biomass and residual soil ERGO but lower grain partitioning efficiency, indicating that microbial enrichment improves ERGO supply but not necessarily plant uptake. Reduced tillage enhanced grain ERGO across systems, consistent with increased arbuscular mycorrhizal fungal (AMF) activity. The weak correlations between microbial biomass and grain ERGO (R2 < 0.2) suggest that oxidative signaling, rather than total microbial abundance, governs ERGO uptake. A weak negative association between soil organic matter and ERGO Partitioning Coefficient indicates that biologically buffered soils reduce oxidative demands in plants. Overall, ERGO accumulation in grain reflects the interaction between soil microbial context and plant oxidative status. These findings suggest that oxidative stress is a key management-responsive factor linking tillage practices, farming systems, soil health, and crop ERGO partitioning between soil and grain pools.
本研究考察了长期耕作制度和耕作方式如何调节农业土壤和谷物中的麦角硫因(ERGO)动态,考虑微生物介导和氧化应激相互作用。该研究是在Rodale研究所的耕作系统试验(FST)中进行的,采用分块-分块随机完全块设计,包括三种耕作系统,即传统耕作(CNV)、豆类有机耕作(LEG)和粪肥有机耕作(MNR),两种耕作强度,即全耕(FT)和减少/保护性耕作(RT)。分析是跨处理的横断面分析。采用UPLC-MS /MS对谷物和土壤的ERGO进行量化,采用PLFA分析对微生物群落进行评估,采用基于文献毒性权重的半定量氧化应激暴露指数(OSEI)来表征除草剂诱导的氧化应激。谷物ERGO浓度和分配系数在CNV-RT系统中最高,除草剂(草甘膦、阿特拉津、2,4- d)暴露会增加氧化应激。有机系统维持了较高的微生物生物量和残留土壤ERGO,但颗粒分配效率较低,表明微生物富集提高了ERGO的供应,但不一定提高了植物的吸收。减少耕作增加了粮食各系统的ERGO,与增加丛枝菌根真菌(AMF)活性一致。微生物生物量与谷物ERGO之间的弱相关性(R2 < 0.2)表明,氧化信号而不是总微生物丰度控制着ERGO的吸收。土壤有机质与ERGO分配系数呈弱负相关,表明生物缓冲土壤降低了植物的氧化需求。总的来说,ERGO在谷物中的积累反映了土壤微生物环境和植物氧化状态之间的相互作用。这些发现表明,氧化应激是一个关键的管理响应因素,与耕作方式、耕作制度、土壤健康以及作物在土壤和粮食库之间的ERGO分配有关。
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引用次数: 0
Intra-wet season variation in rangeland fodder quality influences feed conversion, growth and methane emissions in West African zebu cattle 湿润季节牧场饲料质量的变化影响西非zebu牛的饲料转化率、生长和甲烷排放
IF 6.2 Q1 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2026-01-12 DOI: 10.1016/j.jafr.2026.102670
Gérard Xavier Gbenou , Boko Michel Orounladji , Luc Hippolyte Dossa , Denis Bastianelli , Ollo Sib , Bienvenu D'Ela Somda , Palipougni Diabri , Florentin Sanou , Souleymane Sanogo , Laurent Bonnal , Paulo Salgado , Alexandre Ickowicz , Philippe Lecomte , Mohamed Habibou Assouma
Livestock in sub-Saharan Africa is a major contributor to greenhouse gas emissions, particularly enteric methane (eCH4), with emissions intensities and yield often elevated. In this region, wet-season rangeland fodder is the primary feed source for livestock. This study evaluated the effects of fodder growth stage and feed allowance on feed intake, digestibility, average daily gain (ADG), feed conversion ratio (FCR), and eCH4 emissions in cattle. Over a 112-day period, including a 14-day adaptation and a 98-day data collection phase, ten Sudanese Fulani zebu bulls (52 ± 1.2 months of age, 195 ± 14.6 kg body weight) were fed green rangeland fodder. They were divided into two groups of five animals each: one received fodder at a high allowance level of 4.5 % of body weight (BW) dry matter (DM) basis (4.5ING), while the other received 2.5 % of BW (2.5ING). Voluntary intake, digestibility, and eCH4 (GreenFeed®) were measured daily across three fodder growth stages: vegetative stage (VeS), reproductive stage (ReS), and mature stage (MaS). ADG and FCR were assessed fortnightly. DM intake decreased progressively from VeS to MaS with the highest values recorded for 4.5ING (P < 0.05). Digestibility was affected only by growth stage, decreasing from VeS to MaS (P < 0.05). Both ADG and FCR were influenced by fodder growth stage and feed level. The lowest eCH4 yield and intensity were observed in VeS (P < 0.05). Fodder level influenced eCH4 intensity (P < 0.05). Intra-wet season fodder growth stage significantly affected intake, digestibility, growth, and eCH4 emissions in cattle, while feed allowance influenced performance and eCH4 intensity. Significant interactions effects were observed between fodder growth stage and feed allowance for all parameters except digestibility. The best animal performance, along with the lowest eCH4 yield and intensity were observed in 4.5ING animals during VeS. These findings suggest that optimizing feed availability at the beginning of the wet season is an effective feeding strategy to enhance productivity while mitigating methane emissions in extensive livestock systems.
撒哈拉以南非洲地区的畜牧业是温室气体排放的主要来源,尤其是肠道甲烷(eCH4),其排放强度和产量经常升高。在这个地区,湿季牧场饲料是牲畜的主要饲料来源。本研究评价了饲料生长阶段和饲料允许量对牛采食量、消化率、平均日增重(ADG)、饲料系数(FCR)和ec4排放的影响。选取10头苏丹富拉尼瘤牛(52±1.2月龄,195±14.6 kg体重)饲喂草地草料,为期112 d,其中包括14 d的适应期和98 d的数据收集期。试验分为两组,每组5只,一组饲喂高供料水平(4.5 ing),以体重(BW)的4.5%为干物质(DM)基础,另一组饲喂体重(2.5 ing)的2.5%。在营养期(VeS)、生殖期(ReS)和成熟期(MaS)三个饲料生长阶段,每天测量自愿采食量、消化率和eCH4 (GreenFeed®)。每两周评估ADG和FCR。DM摄入量从VeS到MaS逐渐降低,4.5ING时最高(P < 0.05)。消化率仅受生长阶段的影响,从VeS到MaS呈下降趋势(P < 0.05)。日增重和料重比均受饲料生长阶段和饲料水平的影响。VeS中eCH4的产量和强度最低(P < 0.05)。饲料水平影响eCH4强度(P < 0.05)。湿季饲料生长阶段显著影响牛的采食量、消化率、生长和eCH4排放,而饲料补给量影响牛的生产性能和eCH4强度。除消化率外,饲料生长期与饲料余量之间存在显著的互作效应。试验期间,4.5 ng组动物生产性能最佳,eCH4产量和强度最低。这些发现表明,在雨季开始时优化饲料供应是一种有效的饲养策略,可以提高生产力,同时减少粗放型牲畜系统的甲烷排放。
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引用次数: 0
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Journal of Agriculture and Food Research
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