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Optical screening of citrus leaf diseases using label-free spectroscopic tools: A review 利用无标记光谱工具对柑橘叶片病害进行光学筛查:综述
IF 4.8 Q1 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2024-07-17 DOI: 10.1016/j.jafr.2024.101303
Saurav Bharadwaj , Akshita Midha , Shikha Sharma , Gurupkar Singh Sidhu , Rajesh Kumar

Citrus diseases pose threats to citrus farming and result in economic losses worldwide. Nucleic acid and serology-based methods of detection such as polymerase chain reaction (PCR), loop-mediated isothermal amplification (LAMP), and immunochromatographic assays are commonly used but these laboratory tests are laborious, expensive and might be subjected to cross-reaction and contamination. Timely intervention for better control over the spread of disease is essential to minimize crop loss, as no cure is available for citrus diseases like Huanglongbing. Modern optical spectroscopic techniques offer a promising alternative to traditional methods, as they are label-free, sensitive, rapid, and non-destructive. They also demonstrate potential as a mass screening tool and could be incorporated into autonomous systems for disease detection in citrus orchards. Nevertheless, the majority of optical spectroscopic methods for citrus disease detection are still in the trial phases and, require additional efforts to be established as efficient and commercially viable methods. The review presents an overview of fundamental working principles, the state of the art, and explains the applications and limitations of the optical spectroscopy technique including the spectroscopic imaging approach (hyperspectral imaging) in the identification of diseases in citrus plants grown over a large area. The review highlights (1) majorly used optical spectroscopic tools that can potentially be utilized in field measurements, (2) their applications in screening citrus diseases through leaf spectroscopy, and (3) discusses their benefits, challenges, and limitations, including future insights on how to enhance them further for efficient label-free identification of citrus diseases. Moreover, the role of artificial intelligence is reviewed as potential effective tools for spectral analysis, enabling accurate detection of infected citrus leaves even before the appearance of visual symptoms by leveraging compositional, morphological, and chemometric characteristics of the plant leaves. The review aims to encourage researchers to enhance the development and commercialization of field-based, label-free optical tools for the rapid and early-stage screening of citrus diseases in plants.

柑橘病害对柑橘种植业构成威胁,并在全球范围内造成经济损失。核酸和血清学检测方法,如聚合酶链式反应(PCR)、环介导等温扩增(LAMP)和免疫层析检测法,是常用的检测方法,但这些实验室检测既费力又昂贵,还可能出现交叉反应和污染。由于黄龙病等柑橘病害无法根治,因此必须及时干预,更好地控制病害蔓延,以尽量减少作物损失。现代光学光谱技术无需标记、灵敏、快速、无损,是传统方法的理想替代品。它们还显示出作为大规模筛选工具的潜力,并可纳入柑橘园病害自主检测系统。然而,用于柑橘病害检测的大多数光学光谱方法仍处于试验阶段,需要付出更多努力才能成为高效且商业上可行的方法。本综述概述了光学光谱技术的基本工作原理和技术现状,并解释了光学光谱技术(包括光谱成像方法(高光谱成像))在大面积种植的柑橘植物病害鉴定中的应用和局限性。综述重点介绍了:(1)可用于实地测量的主要光学光谱工具;(2)它们在通过叶片光谱筛选柑橘病害方面的应用;(3)讨论了它们的优点、挑战和局限性,包括未来如何进一步加强它们以高效无标记识别柑橘病害的见解。此外,还探讨了人工智能作为光谱分析潜在有效工具的作用,通过利用植物叶片的成分、形态和化学计量特征,甚至在出现视觉症状之前就能准确检测受感染的柑橘叶片。该综述旨在鼓励研究人员加强基于现场的无标记光学工具的开发和商业化,以便在植物的早期阶段快速筛查柑橘病害。
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引用次数: 0
Determining nitrogen status using a universal critical nitrogen dilution curve for predicting flue-cured tobacco yield and quality 利用通用临界氮稀释曲线确定氮状况,以预测烟叶产量和质量
IF 4.8 Q1 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2024-07-14 DOI: 10.1016/j.jafr.2024.101296
Bo Yao , Wei Jiang , Dingchun Yan , Liuchen Zhang , Erdeng Ma , Xiaopeng Deng , Zhaoli Xu , Weichao Sun , Junying Li , Liang Tang

The critical nitrogen (Nc) dilution curve is considered an effective method for crop nitrogen (N) diagnosis, fertilization decision-making, and crop modeling. The Nc dilution curve is typically described using a power function curve (Nc = A1W−A2). This study established a universal Nc dilution curve and evaluated its potential application in flue-cured tobacco (Nicotiana tabacum L.) N diagnosis, yield, and quality regulation. Field experiments were conducted involving three tobacco varieties (Honghuadajinyuan, Yunyan87, and K326) and four N application rates (0 to > 90 kg N ha−1). The study was conducted in Southwest China from 2021 to 2022. The universal Nc curve obtained across all experimental data was 3.45 W−0.39. The parameter A2 was more susceptible to genotype and environment interactions than parameter A1. The uncertainty first rapidly decreased and then remained at a lower value as biomass increased. The relationship between leaf biomass and days after transplantation and accumulated growth degree was robust. The N nutrition index (NNI) and accumulated N deficiency effectively determined leaf N status and N demand, respectively. There was an inverse correlation between the NNI, leaf yield, and between the superior and medium leaf ratios. The quantitative relationship can be used to adjust the synergistic production of tobacco yield and leaf quality.

临界氮(Nc)稀释曲线被认为是作物氮(N)诊断、施肥决策和作物建模的有效方法。Nc 稀释曲线通常用幂函数曲线(Nc = A1W-A2)来描述。本研究建立了一条通用的氮素稀释曲线,并评估了其在烟草(Nicotiana tabacum L.)氮素诊断、产量和质量调节中的潜在应用。田间试验涉及三个烟草品种(红花大金元、云烟 87 和 K326)和四种氮施用量(0 至 90 kg N ha-1)。研究于 2021 年至 2022 年在中国西南地区进行。所有试验数据的通用 Nc 曲线为 3.45 W-0.39。与参数 A1 相比,参数 A2 更容易受到基因型和环境相互作用的影响。随着生物量的增加,不确定性先是迅速下降,然后保持在较低值。叶片生物量与移栽后天数和累积生长度之间的关系是稳健的。氮营养指数(NNI)和累积缺氮量分别有效地确定了叶片的氮状况和氮需求量。氮营养指数、叶片产量以及上等叶片和中等叶片比率之间呈反相关。该定量关系可用于调整烟叶产量和叶片质量的协同生产。
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引用次数: 0
Astounding the anxiolytic and eudemonic potential of certain fruits 某些水果令人惊叹的抗焦虑和催情潜力
IF 4.8 Q1 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2024-07-14 DOI: 10.1016/j.jafr.2024.101302
Sana Manzoor , Allah Rakha , Ammar B. Altemimi , Tayyaba Tariq , Seemal Munir , Farwa Tariq , Aysha Sameen , Gholamreza Abdi , Rana Muhammad Aadil

Anxiety is a state of mind with some fear that affects physical health by disrupting neurotransmission and hormonal control. Both diet (inadequate and unhealthy dietary patterns) and environment (social and financial factors) trigger its progression; therefore, diet is considered to have a significant involvement in its prevention or adjunct therapy. A unique nutrient profile and bioactive ingredients are seen in fruits to provide health outcomes beyond nutritive properties. The relaxing potential of such fruits is attributed to the functional nature and therapeutic ingredients i.e., catecholamines, myricetin, quercetin, betalains, etc. that enhance the efficiency of hormones, neurotransmitters, and metabolic pathways. This review presented certain fruits having positive associations with mental health and anxiety amelioration. Various types of research evidenced the anxiolytic effect of certain fruits through clinical trials. Among them, berries, opuntia, and black pepper also have shown anxiety-relieving effects in clinical studies by restoring antioxidant enzymes, hormonal modulations, and managing neurotransmitters. Citrus species are loaded with flavonoids which are involved in the expression of GABA (Gamma-Amino Butyric Acid) to calm the nervous system. Some other fruits also potentiate memory and cognition when taken in ample amounts owing to their secondary metabolites. Thus, the incorporation of such fruits into a regular diet has been found to have a significant impact on mental well-being and brain health.

焦虑是一种带有恐惧的心理状态,它会通过扰乱神经传递和激素控制来影响身体健康。饮食(不足和不健康的饮食模式)和环境(社会和经济因素)都会诱发焦虑症的发展;因此,饮食被认为在焦虑症的预防或辅助治疗中具有重要作用。水果中含有独特的营养成分和生物活性成分,除了营养特性外,还具有保健作用。这些水果的放松潜力归功于其功能性质和治疗成分,即儿茶酚胺、没食子酸、槲皮素、甜菜苷等,它们能提高激素、神经递质和新陈代谢途径的效率。本综述介绍了一些与心理健康和焦虑改善有积极关系的水果。各类研究通过临床试验证明了某些水果的抗焦虑作用。其中,浆果、罂粟和黑胡椒通过恢复抗氧化酶、调节荷尔蒙和管理神经递质,在临床研究中也显示出缓解焦虑的效果。柑橘类富含类黄酮,可参与 GABA(γ-氨基丁酸)的表达,从而镇定神经系统。其他一些水果的次生代谢物也能在大量食用时增强记忆力和认知能力。因此,在日常饮食中多吃这类水果对心理健康和大脑健康有重大影响。
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引用次数: 0
Macronutrients dynamics in copper-contaminated soils: Implications for hemp growth and its phytoremediation potential 铜污染土壤中的宏量营养元素动态:对大麻生长及其植物修复潜力的影响
IF 4.8 Q1 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2024-07-14 DOI: 10.1016/j.jafr.2024.101299
Xia Cheng , Lihong Guo , Chen Liu , Minghua Dong , Yan Luo , Shirui Tan , Qamar uz Zaman , Zafar Hayat , Khaled El-Kahtany , Shah Fahad , Gang Deng

Fibrous plants with higher biomass, particularly industrial hemp, have ability to withstand and accumulate significant quantities of heavy metals from contaminated environments. The present study aimed to evaluate the dynamics of different levels (ratios) of macronutrients nitrogen, phosphorus and potassium (NPK) viz., NPK1NPK (1:1:1); NPK2NPK (2:1:1); NPK3NPK (3:1:2); NPK4NPK (4:1:2) on hemp growth and Cu contents under various levels of Cu stress (100, 400 and 800 mg kg−1 on dry soil basis using CuSO4·5H2O). Results revealed that by increasing the Cu stress, growth and biomass decreased linearly and lipid per oxidation and enzymatic antioxidants increased. Balanced application of NPK improved the biomass and decreased the membrane damage by the modulation of malonaldehyde contents. Maximum concentration of Cu in roots (377.47 ± 4.90 mg kg−1), shoots (137.45 ± 5.60 mg kg−1) and (150.07 ± 3.57 mg kg−1) was recorded at Cu3NPK2 treatment as compared to control. Maximum translocation factor (TF) and bioaccumulation coefficients (BAC) in the shoots and leaves of hemp plant were noticed where Cu stress was applied at the rate of 100 mg kg−1. However, BAC and TF were below 1. The NPK2 treatment enhanced biomass and increase Cu content both in leaves and stems, rather than the roots. Our study suggests that balanced application of NPK is a practicable approach to alleviate Cu stress and improve biomass production of industrial hemp plant. These findings indicate that optimum nutrient supply, under Cu stress, can maximize the growth potential and overall health of industrial hemp, making it a viable option for phytoremediation and sustainable agriculture on contaminated soils.

生物量较高的纤维植物,尤其是工业大麻,有能力抵御和积累污染环境中的大量重金属。本研究旨在评估不同水平(比例)的氮、磷、钾(NPK),即 NPK1NPK(1:1:1);NPK2NPK(2:1:1);NPK3NPK(3:1:2);NPK4NPK(4:1:2),在不同水平的铜胁迫(使用 CuSO4-5H2O 以干土为基准,分别为 100、400 和 800 毫克/千克)下,对大麻生长和铜含量的影响。结果表明,随着铜胁迫的增加,大麻的生长和生物量呈线性下降趋势,而脂质氧化物和酶抗氧化剂则有所增加。平衡施用氮磷钾可提高生物量,并通过调节丙二醛含量减少膜损伤。与对照相比,在 Cu3NPK2 处理中,根(377.47 ± 4.90 mg kg-1)、芽(137.45 ± 5.60 mg kg-1)和(150.07 ± 3.57 mg kg-1)中的铜浓度最高。在施加 100 毫克/千克的铜胁迫时,大麻植物嫩芽和叶片中的转移因子(TF)和生物累积系数(BAC)最大。NPK2 处理提高了生物量,增加了叶片和茎中的铜含量,而不是根部。我们的研究表明,均衡施用氮磷钾是缓解铜胁迫和提高工业大麻植物生物量的可行方法。这些研究结果表明,在铜胁迫条件下,最佳的养分供应可以最大限度地发挥工业大麻的生长潜力和整体健康水平,使其成为在受污染土壤上进行植物修复和可持续农业的可行选择。
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引用次数: 0
Ascorbic acid-enriched cactus mucilage coatings maintained quality attributes of roasted ‘Wichita’ pecan nuts under accelerated storage conditions 富含抗坏血酸的仙人掌粘液涂层可在加速贮藏条件下保持烘焙 "威奇托 "山核桃坚果的质量属性
IF 4.8 Q1 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2024-07-14 DOI: 10.1016/j.jafr.2024.101301
Priscilla Livhuwane Mukwevho , Tafadzwa Kaseke , Olaniyi Amos Fawole

The potential of a cactus mucilage (CM)-based edible coating enriched with ascorbic acid (AA) for preserving microwave-roasted pecan nuts’ quality during accelerated storage was investigated. CM (3 %) was mixed with different concentrations of AA, which were 0.03, 0.015, and 0.09 %, to formulate edible coating solutions that were applied to microwave-roasted (700 W, 2.27 min) pecan nuts before accelerated storage for 25 days at 60 °C. Samples were taken at a 5-day interval to be analysed for colour properties (L = lightness, BI = browning index, and TCD = total colour difference), hardness, total yeast and mold, total flavonoids content (TFC), total phenolic content (TPC), ferric reducing antioxidant power (FRAP), DPPH radical scavenging activity, peroxidase (POD), and polyphenol oxidase (PPO) enzyme activities. Coating microwave-roasted pecan nuts with 3 % CM enriched with AA at low concentrations such as 0.015 % proved effective in preserving the colour, hardness, TPC, TFC, FRAP, and reducing the activities of POD and PPO enzymes. This study has demonstrated that CM enriched with AA edible coatings has the capacity to protect the quality and prolong the shelf-life of microwave-roasted pecan nuts.

研究了基于仙人掌粘液(CM)的富含抗坏血酸(AA)的可食用涂层在加速贮藏期间保持微波烘焙山核桃坚果品质的潜力。将 CM(3%)与不同浓度的 AA(0.03%、0.015% 和 0.09%)混合,配制成可食用涂层溶液,涂抹在微波烘焙(700 瓦,2.27 分钟)的山核桃坚果上,然后在 60 °C 下加速贮藏 25 天。每隔 5 天取样分析颜色特性(L=亮度,BI=褐变指数,TCD=总色差)、硬度、酵母和霉菌总数、总黄酮含量(TFC)、总酚含量(TPC)、铁还原抗氧化能力(FRAP)、DPPH 自由基清除活性、过氧化物酶(POD)和多酚氧化酶(PPO)的酶活性。用富含 AA 的 3 % CM(浓度较低(如 0.015 %))涂覆微波烘焙山核桃果仁,可有效保持其色泽、硬度、TPC、TFC、FRAP,并降低 POD 和 PPO 酶的活性。这项研究表明,富含 AA 的 CM 食用涂层有能力保护微波炉烘焙山核桃果仁的质量并延长其货架期。
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引用次数: 0
How distinctive are ‘Gewürztraminer’ vineyard terroirs in South Tyrol for wine production? A metabolomics-based approach 南蒂罗尔的 "琼瑶浆 "葡萄园风土对葡萄酒生产有多大影响?基于代谢组学的方法
IF 4.8 Q1 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2024-07-14 DOI: 10.1016/j.jafr.2024.101298
Gavin Duley , Carlo G. Ferretti , Ksenia Morozova , Edoardo Longo , Sebastian Imperiale , Yubin Ding , Simone Poggesi , Matteo Scampicchio , Emanuele Boselli

Vitis vinifera L. ‘Gewürztraminer’ produces distinctive, aromatic wines that are strongly influenced by their terroir. This metabolomic study used a data-driven approach, including Principal Component Analysis (PCA) and Multifactorial Analysis (MFA), to correlate a quali-quantitative multivariate concept of terroir (including soil characteristics, and altitude) with sensory, phenolic, antioxidant, and volatile profiles of wines. The study analyzed wines from seven ‘Gewürztraminer’ vineyards, chosen to minimize the variability due to climate differences. Based on the soil data, the vineyards were clustered into two distinct groups: clay silicate (Group A) and dolomitic (Group B) soils. Group A exhibited lower levels of aromatic compounds such as linalool and higher levels of phenolic compounds such as gallocatechin than Group B. These findings indicate that even small changes in terroir within the same region can significantly impact the chemical, functional (antioxidant), and sensory properties of ‘Gewürztraminer’ wines, highlighting the importance of terroir in wine production. Statistical analyses confirmed the significance of these correlations (p < 0.05), highlighting the need for further research into the intricate relationship between terroir and wine quality.

琼瑶浆 "葡萄酿造的葡萄酒风味独特、芳香浓郁,深受风土的影响。这项代谢组学研究采用数据驱动法,包括主成分分析法(PCA)和多因素分析法(MFA),将风土(包括土壤特性和海拔高度)的定性定量多变量概念与葡萄酒的感官、酚类、抗氧化剂和挥发性特征相关联。研究分析了七个 "琼瑶浆 "葡萄园的葡萄酒,选择这些葡萄园是为了尽量减少气候差异造成的变异。根据土壤数据,葡萄园被分为两个不同的组别:硅酸盐粘土(A 组)和白云石土(B 组)。与 B 组相比,A 组的芳香化合物(如芳樟醇)含量较低,而酚类化合物(如五倍子儿茶素)含量较高。这些研究结果表明,即使同一地区的风土条件发生微小变化,也会对琼瑶浆葡萄酒的化学、功能(抗氧化)和感官特性产生重大影响,突出了风土条件在葡萄酒生产中的重要性。统计分析证实了这些相关性的显著性(p < 0.05),强调了进一步研究风土与葡萄酒质量之间错综复杂关系的必要性。
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引用次数: 0
Impact of altitudinal variation on secondary metabolites, antioxidant, anti-inflammatory and anticancer potential of Adiantum venustum D. Don 海拔高度变化对 Adiantum venustum D.次生代谢物、抗氧化、抗炎和抗癌潜力的影响唐
IF 4.8 Q1 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2024-07-10 DOI: 10.1016/j.jafr.2024.101297
Neetika Kimta , Sunil Puri , Amita Kumari , Byung Hyune Choi , Eugenie Nepovimova , Suliman Alomar , Kamil Kuca

Phytoconstituents are being emphasized as chemotherapeutic agents, as well as probable anticancer agents. The purpose of the present research was to assess the antioxidant, anti-inflammatory, and anticancer properties of crude ethanolic extracts and bioactive fractions of Adiantum venustum D. Don collected from three sites in Himachal Pradesh, India. The bioactive phytoconstituents were examined qualitatively and quantitatively in crude ethanolic extracts and fractions of all sites, and biological activities were analyzed. The potential presence of terpenoids, saponins, tannins, phenols, and flavonoids was examined, and it came to light that BF-II [n-butanol fraction of Site-II (2000 m altitude)] had a significantly higher phytochemical concentration. Additionally, the crude ethanolic extracts and fractions were examined for antioxidant and anti-inflammatory properties, and BF-II was found to have potential antioxidant and anti-inflammatory activity, as verified by the IC50 values (lowest half inhibitory concentration) in the DPPH (57.86 ± 0.72 μg/mL), reducing power assay (45.20 ± 0.72 μg/mL), FRAP (73.12 ± 0.23 μM Fe equivalent), BSA (56.76 ± 0.25 μg/mL), and EAA (EAA59.84 ± 0.13 μg/mL). Following that, the anticancer potential was investigated further using the MTT assay on the HeLa cell line, MTT assay revealed that BF-II possesses significantly higher anticancer potential. Furthermore, the dominant crude ethanolic extract and fraction were further investigated using gas chromatography-mass spectroscopy, and high-performance thin layer chromatography techniques from the selected plant. Overall, the study suggests that the n-butanol fraction of A. venustum possesses significantly higher therapeutic value but is still not explored to the extent of its potential.

植物成分作为化疗药物和可能的抗癌药物受到重视。本研究的目的是评估从印度喜马偕尔邦三个地点采集的 Adiantum venustum D. Don 的粗乙醇提取物和生物活性组分的抗氧化、抗炎和抗癌特性。Don 的抗氧化、抗炎和抗癌特性。对所有地点的粗乙醇提取物和馏分中的生物活性植物成分进行了定性和定量分析,并对生物活性进行了分析。研究发现,BF-II(遗址 II(海拔 2000 米)的正丁醇馏分)的植物化学物质浓度明显更高。此外,还对粗乙醇提取物和馏分的抗氧化和抗炎特性进行了检测,发现 BF-II 具有潜在的抗氧化和抗炎活性,DPPH 的 IC50 值(最低半数抑制浓度)(57.86±0.72微克/毫升)、还原力测定(45.20±0.72微克/毫升)、FRAP(73.12±0.23微摩尔铁当量)、BSA(56.76±0.25微克/毫升)和EAA(EAA59.84±0.13微克/毫升)。随后,使用 MTT 法对 HeLa 细胞系的抗癌潜力进行了进一步研究,MTT 法显示 BF-II 的抗癌潜力明显更高。此外,还利用气相色谱-质谱法和高效薄层色谱法对所选植物的主要粗乙醇提取物和馏分进行了进一步研究。总之,该研究表明,A. venustum 的正丁醇馏分具有明显更高的治疗价值,但其潜力仍有待开发。
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引用次数: 0
Utilizing plant-based biogenic volatile organic compounds (bVOCs) to detect aflatoxin in peanut plants, pods, and kernels 利用植物性生物挥发性有机化合物 (bVOC) 检测花生植株、豆荚和果仁中的黄曲霉毒素
IF 4.8 Q1 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2024-07-10 DOI: 10.1016/j.jafr.2024.101285
Daniel E. Sabo , Justin J. Pitts , Olga Kemenova , Christopher A. Heist , Benjamin Joffe , Xiaojuan (Judy) Song , William M. Hammond

Mycotoxins and particularly aflatoxin are a concern for peanut growers, processors, and consumers. Aflatoxins are responsible for approximately 25 % of liver cancer cases worldwide, while also costing millions of dollars in lost revenue on an annual basis. Current detection techniques based on high pressure liquid chromatography (HPLC) are time, labor and cost intensive. Peanut product can be held multiple days before testing is complete, costing processors additional revenue loss. Over the past few years, The Georgia Tech Research Institute (GTRI) has been investigating the use of plant-based biogenic volatile organic compounds (bVOCs) for monitoring the status of peanut plants. Initially, GTRI utilized these bVOCs to monitor for heat/drought stress in peanut plants. They quickly saw very promising indications of the ability of bVOCs to monitor other parameters in these plants. More recently, the team has started to investigate the of use of bVOCs to monitor aflatoxin development in plants, pods, and kernels pre- and post-harvest. A field trial for detection of aflatoxin using bVOCs was conducted in August–September of 2020 where three test groups were prepared: plants treated with Aspergillus fungus; plants treated with Afla-Guard (biocontrol agent); plants not treated – acting as a control group. Plant-based bVOCs were collected from the plants before treatment, and once a week post treatment using Stir Bar Sorptive Extraction (SBSE) devices or Twisters®. Each Twister® was then analyzed via gas chromatography–mass spectrometry (GC/MS). Pods from tested plants were harvested and sent to GTRI where bVOCs were collected and analyzed using GC/MS. Several statistical analysis and machine learning techniques were applied to all the collected GC/MS data. It was found using only bVOCs, that Random Forest classification performed well for the analysis of the pod and kernel samples with an F1 score of 0.80. On the other hand, Linear Discriminate Analysis (LDA) was only able to correctly classify 50 % of plant-based samples solely on bVOCs alone, which may be due to training models developed using original labels assuming no cross contamination at the field level. These results indicate the potential for bVOC screening for aflatoxin as an important way to lower impacts to growers, shellers, and consumers.

霉菌毒素,特别是黄曲霉毒素是花生种植者、加工商和消费者关注的问题。全世界约 25% 的肝癌病例是黄曲霉毒素造成的,同时每年还造成数百万美元的收入损失。目前基于高压液相色谱法(HPLC)的检测技术需要耗费大量时间、人力和成本。在检测完成之前,花生产品可能会滞留多日,从而给加工企业造成额外的收入损失。在过去几年中,佐治亚理工学院研究所(GTRI)一直在研究使用植物性生物挥发性有机化合物(bVOCs)来监测花生植物的状态。最初,GTRI 利用这些生物挥发性有机化合物来监测花生植物的热/干旱胁迫。他们很快就发现,bVOCs 能够监测这些植物的其他参数,而且前景非常广阔。最近,该团队开始研究如何使用 bVOCs 监测收获前后植物、豆荚和果核中黄曲霉毒素的发展情况。2020 年 8 月至 9 月期间,进行了一项利用 bVOCs 检测黄曲霉毒素的实地试验,准备了三个试验组:用曲霉菌处理过的植物;用 Afla-Guard(生物控制剂)处理过的植物;未处理过的植物--作为对照组。在处理前和处理后每周一次使用搅拌棒吸附萃取(SBSE)装置或 Twisters® 从植物中收集植物性 bVOC。然后通过气相色谱-质谱法(GC/MS)对每个 Twister® 进行分析。测试植物的豆荚收获后被送往 GTRI,在那里收集 bVOCs 并使用 GC/MS 进行分析。对所有收集到的 GC/MS 数据应用了多种统计分析和机器学习技术。结果发现,仅使用 bVOCs,随机森林分类法在分析豆荚和果仁样本时表现良好,F1 得分为 0.80。另一方面,线性判别分析(LDA)仅能根据 bVOCs 对 50% 的植物样品进行正确分类,这可能是由于使用原始标签开发的训练模型假定在田间没有交叉污染。这些结果表明,黄曲霉毒素的 bVOC 筛查有可能成为降低对种植者、剥壳者和消费者影响的重要方法。
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引用次数: 0
Analyzing per capita food consumption patterns in net food-importing developing countries 分析粮食净进口发展中国家的人均粮食消费模式
IF 4.8 Q1 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2024-07-09 DOI: 10.1016/j.jafr.2024.101278
David Forgenie , Sharon D. Hutchinson , Meera Mahase-Forgenie , Nikmatul Khoiriyah

Net food-importing developing countries, which account for 30% of countries globally, and roughly 20% of the global population, must seek to reduce their vulnerabilities in food production trade shocks. This study investigates per capita food consumption patterns in 60 net food-importing developing countries using ICP 2017 data for eight food categories. Employing the linear approximate, almost ideal demand system model, the research derives marginal shares, income and price elasticities of demand, shedding light on consumption behaviors and responsiveness to changes in income and prices. Results highlight that additional expenditure on per capita food consumption is primarily allocated to fruits, vegetables, meat, and bread and cereals, with considerable variations among countries. At the same time, minimal allocation is observed for sugar and honey, as well as fats and oils. Income elasticities indicate varying degrees of responsiveness across food categories. In contrast, own-price elasticities underscore significant sensitivity to price fluctuations, notably for beverages, milk, cheese, and eggs, meat, fats and oils, and fish and seafood. Moreover, cross-price elasticities suggest predominantly substitution relationships between pairs of food categories, on average. Additionally, a visually informative map displaying estimated marginal shares, income elasticities, and own-price elasticities for the eight food categories was created. These findings offer valuable insights for policymakers and stakeholders in understanding consumption dynamics and formulating effective strategies to address food security and welfare concerns in net food-importing developing countries.

粮食净进口发展中国家占全球国家总数的 30%,约占全球人口的 20%,这些国家必须设法降低其在粮食生产贸易冲击中的脆弱性。本研究利用 2017 年国际比较方案八类食品的数据,调查了 60 个粮食净进口发展中国家的人均粮食消费模式。研究采用线性近似、近乎理想的需求系统模型,得出了边际份额、收入和价格的需求弹性,揭示了消费行为以及对收入和价格变化的反应能力。研究结果表明,人均食品消费的额外开支主要分配给水果、蔬菜、肉类、面包和谷物,但各国之间存在很大差异。同时,在糖和蜂蜜以及油脂方面的分配极少。收入弹性表明各类食品的反应程度各不相同。与此相反,自有价格弹性强调了对价格波动的高度敏感性,尤其是饮料、牛奶、奶酪和鸡蛋、肉类、油脂以及鱼类和海产品。此外,交叉价格弹性表明,平均而言,成对食品类别之间主要存在替代关系。此外,我们还绘制了一张直观的地图,显示八类食品的边际份额、收入弹性和自有价格弹性。这些发现为政策制定者和利益相关者了解消费动态、制定有效战略以解决粮食净进口发展中国家的粮食安全和福利问题提供了宝贵的见解。
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引用次数: 0
Nutritional and functional potentials of wheat, cowpea, and yam composite flours on bread formulations: Effect of blending ratio and baking parameters 小麦、豇豆和山药复合粉在面包配方中的营养和功能潜力:混合比例和烘焙参数的影响
IF 4.8 Q1 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2024-07-09 DOI: 10.1016/j.jafr.2024.101294
Negasi Tsegay , Habtamu Admassu , Belachew Zegale , Amsalu Gosu

Bread, a staple food, primarily utilizes wheat as the main ingredient due to its high carbohydrate content, despite being considered nutritionally deficient. In the present study, wheat flour was substituted with cowpea and yam flours. The raw materials were processed into flour, and the proximate composition, functional properties, and anti-nutritional contents of the individual and blend flours (B1 = 85 % wheat + 5 % cowpea +10 % yam, B2 = 70 % wheat + 10 % cowpea +20 % yam, and B3 = 55 % wheat + 15 % cowpea +30 % yam) were analyzed. The main findings revealed that the incorporation of cowpea and yam flours led to significant increases (p < 0.05) in the total ash content, crude protein content, crude fiber content, bulk density, water absorption capacity, oil absorption capacity, swelling power, phytic acid content, tannin content, and oxalate content. Additionally, the effects of the blending ratio, baking temperature (180–220 °C) and baking time (25–35 min) on the bread formulation were investigated using response surface methodology (RSM). As the blending ratio progressed from B1 to B3, a noticeable decrease in both the specific volume and sensory attributes of the bread were observed. Similarly, with an increase in baking temperature and duration, the bread exhibited a decline in its crude protein and crude fiber contents. Breads formulated with up to 10 % cowpea flour and 20 % yam flour, baked at higher temperatures and times, received greater overall acceptability from panelists. These findings suggest that substituting bread wheat flour with cowpea and yam flours is an innovative approach for developing nutritious and appealing bread products.

面包作为一种主食,尽管被认为缺乏营养,但由于其碳水化合物含量高,主要以小麦为主要成分。在本研究中,小麦粉被豇豆和山药粉替代。将原料加工成面粉后,分析了单独面粉和混合面粉(B1 = 85 % 小麦 + 5 % 豇豆 + 10 % 山药,B2 = 70 % 小麦 + 10 % 豇豆 + 20 % 山药,B3 = 55 % 小麦 + 15 % 豇豆 + 30 % 山药)的近似成分、功能特性和抗营养成分。主要研究结果表明,豇豆和山药粉的加入导致总灰分含量、粗蛋白含量、粗纤维含量、容重、吸水能力、吸油能力、膨胀力、植酸含量、单宁含量和草酸盐含量显著增加(p < 0.05)。此外,还利用响应面方法(RSM)研究了混合比例、烘烤温度(180-220 °C)和烘烤时间(25-35 分钟)对面包配方的影响。随着混合比从 B1 增加到 B3,面包的比容和感官特性都明显下降。同样,随着烘烤温度和时间的增加,面包的粗蛋白和粗纤维含量也有所下降。使用高达 10% 的豇豆粉和 20% 的山药粉配制的面包,在较高的温度和时间下烘烤,小组成员的总体接受度更高。这些研究结果表明,用豇豆粉和山药粉替代面包小麦粉是一种创新方法,可用于开发营养丰富且具有吸引力的面包产品。
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引用次数: 0
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Journal of Agriculture and Food Research
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