Crops, Agricultural

农作物, 农业
  • 文章类型: Journal Article
    磷(P)和铁(Fe)是植物生长必需的两种矿质养分。广泛观察到磷和铁的相互作用会影响它们在土壤中的有效性,并影响它们在植物中的稳态。近年来受到了极大的关注。这篇综述总结了土壤特性激活不溶性Fe-P络合物的最新进展,微生物,和植物。此外,我们阐明了植物如何适应Fe-P相互作用的生理和分子机制。这篇综述还讨论了当前的局限性,并提出了通过优化作物中磷和铁的利用效率来促进可持续农业的潜在途径。
    Phosphorus (P) and iron (Fe) are two essential mineral nutrients in plant growth. It is widely observed that interactions of P and Fe could influence their availability in soils and affect their homeostasis in plants, which has received significant attention in recent years. This review presents a summary of latest advances in the activation of insoluble Fe-P complexes by soil properties, microorganisms, and plants. Furthermore, we elucidate the physiological and molecular mechanisms underlying how plants adapt to Fe-P interactions. This review also discusses the current limitations and presents potential avenues for promoting sustainable agriculture through the optimization of P and Fe utilization efficiency in crops.
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  • 文章类型: Journal Article
    植物病原性真菌是商业上重要作物中的疾病的原因,并在全球食物链中引起主要的供应问题。在人类在保护植物方面发挥积极作用之前,植物能够保护自己免受疾病的侵害。已知它们合成多种次级代谢产物(SMs),比如萜烯,生物碱,和酚类化合物,可以使用常规和非常规技术提取以配制生物杀真菌剂;植物提取物具有抗真菌活性和针对这些生物的各种作用机制。此外,它们被认为是无植物毒性的,可能对疾病控制有效。它们是用于农业的可持续和经济上可行的替代品,这就是为什么生物杀菌剂越来越被认为是解决合成杀菌剂引起的问题的有吸引力的选择。目前,有机农业继续发展,强调开发环境友好型作物生产替代品的重要性。这篇综述提供了关于生物合成的文献汇编,次级代谢产物对植物病原菌的作用机制,生物杀菌剂的提取技术和配方,植物提取物对植物病原真菌的生物活性,regulation,优势,并概述了生物杀菌剂在农业中的使用现状。
    Phytopathogenic fungi are responsible for diseases in commercially important crops and cause major supply problems in the global food chain. Plants were able to protect themselves from disease before humans played an active role in protecting plants. They are known to synthesize a variety of secondary metabolites (SMs), such as terpenes, alkaloids, and phenolic compounds, which can be extracted using conventional and unconventional techniques to formulate biofungicides; plant extracts have antifungal activity and various mechanisms of action against these organisms. In addition, they are considered non-phytotoxic and potentially effective in disease control. They are a sustainable and economically viable alternative for use in agriculture, which is why biofungicides are increasingly recognized as an attractive option to solve the problems caused by synthetic fungicides. Currently, organic farming continues to grow, highlighting the importance of developing environmentally friendly alternatives for crop production. This review provides a compilation of the literature on biosynthesis, mechanisms of action of secondary metabolites against phytopathogens, extraction techniques and formulation of biofungicides, biological activity of plant extracts on phytopathogenic fungi, regulation, advantages, disadvantages and an overview of the current use of biofungicides in agriculture.
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  • 文章类型: Journal Article
    农业,人类文明的基石,面临气候变化带来的日益严峻的挑战,资源限制,和停滞不前的收益率。精确的作物产量预测对于制定贸易政策至关重要,发展战略,人道主义倡议。本研究引入了一个全面的机器学习框架,旨在预测作物产量。我们在适度碳排放情景下利用CMIP5气候预测来评估农业用地的未来适宜性,并纳入气候数据,历史农业趋势,和化肥用量对项目产量的影响。我们的综合方法预测到2028年东南亚作物产量的显着区域变化,确定潜在的耕地利用。具体来说,印度尼西亚的农田面积,马来西亚,菲律宾,如果不采取行动,越南预计将下降10%以上,并且有可能减轻这种损失。此外,越南的大米产量预计将下降19%,泰国将下降7%,而菲律宾可能会看到与2021年相比5%的增长。我们的发现强调了气候变化和人类活动对农业生产力的关键影响,为决策和促进国际合作提供必要的见解。
    Agriculture, a cornerstone of human civilization, faces rising challenges from climate change, resource limitations, and stagnating yields. Precise crop production forecasts are crucial for shaping trade policies, development strategies, and humanitarian initiatives. This study introduces a comprehensive machine learning framework designed to predict crop production. We leverage CMIP5 climate projections under a moderate carbon emission scenario to evaluate the future suitability of agricultural lands and incorporate climatic data, historical agricultural trends, and fertilizer usage to project yield changes. Our integrated approach forecasts significant regional variations in crop production across Southeast Asia by 2028, identifying potential cropland utilization. Specifically, the cropland area in Indonesia, Malaysia, Philippines, and Viet Nam is projected to decline by more than 10% if no action is taken, and there is potential to mitigate that loss. Moreover, rice production is projected to decline by 19% in Viet Nam and 7% in Thailand, while the Philippines may see a 5% increase compared to 2021 levels. Our findings underscore the critical impacts of climate change and human activities on agricultural productivity, offering essential insights for policy-making and fostering international cooperation.
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  • 文章类型: Journal Article
    作物病害可以显著影响作物种植的各个方面,包括作物产量,质量,生产成本,和作物损失。利用现代技术,如通过机器学习技术进行图像分析,可以早期和精确地检测作物病害,从而使农民能够有效地管理和避免作物病害的发生。所提出的方法涉及使用部署在边缘设备上的改进的MobileNetV3Large模型来实时监测葡萄叶病,同时减少计算内存需求并确保令人满意的分类性能。为了增强MobileNetV3Large的适用性,添加了由两个致密层组成的定制层,每个后面跟着一个dropout层,有助于减轻过拟合,并确保模型保持有效。其他模型之间的比较表明,所提出的模型优于那些平均列车和测试精度分别为99.66%和99.42%,精确地,召回,F1评分约为99.42%。该模型使用自定义开发的GUI应用程序部署在边缘设备(NvidiaJetsonNano)上,并从具有高置信度值的保存和实时数据进行预测。Grad-CAM可视化用于识别和表示影响卷积神经网络(CNN)分类决策过程的图像区域,具有很高的准确性。这项研究有助于边缘设备植物病害分类技术的发展,有可能增强农民自主耕作的能力,农学家,和研究人员有效地监测和减轻植物病害,对全球粮食安全产生积极影响。
    Crop diseases can significantly affect various aspects of crop cultivation, including crop yield, quality, production costs, and crop loss. The utilization of modern technologies such as image analysis via machine learning techniques enables early and precise detection of crop diseases, hence empowering farmers to effectively manage and avoid the occurrence of crop diseases. The proposed methodology involves the use of modified MobileNetV3Large model deployed on edge device for real-time monitoring of grape leaf disease while reducing computational memory demands and ensuring satisfactory classification performance. To enhance applicability of MobileNetV3Large, custom layers consisting of two dense layers were added, each followed by a dropout layer, helped mitigate overfitting and ensured that the model remains efficient. Comparisons among other models showed that the proposed model outperformed those with an average train and test accuracy of 99.66% and 99.42%, with a precision, recall, and F1 score of approximately 99.42%. The model was deployed on an edge device (Nvidia Jetson Nano) using a custom developed GUI app and predicted from both saved and real-time data with high confidence values. Grad-CAM visualization was used to identify and represent image areas that affect the convolutional neural network (CNN) classification decision-making process with high accuracy. This research contributes to the development of plant disease classification technologies for edge devices, which have the potential to enhance the ability of autonomous farming for farmers, agronomists, and researchers to monitor and mitigate plant diseases efficiently and effectively, with a positive impact on global food security.
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  • 文章类型: Journal Article
    减少收获前发芽(PHS)和收获后食物损失(PHFL)对于提高食物安全性至关重要。为了减少食物损失,使用植物衍生的专门代谢物可以代表开发更环保农业的好方法。这里,我们发现,与在田间暴露的大豆种子相比,冬季Tscherskiatriton和Apodemusagrarius在冬季隐藏在地下的大豆种子具有更高的挥发性有机化合物(VOC)浓度。啮齿动物的这种选择表明,在确定的挥发物中,3-呋喃醛(Fur)和(E)-2-庚醛(eHep)有效抑制植物病原体的生长,例如黄曲霉,交替菌,镰刀菌和丁香假单胞菌。此外,化合物如樟脑烯(凸轮),3-呋喃醛,和(E)-2-七,抑制包括大豆在内的作物种子的发芽,大米,玉米,和小麦。重要的是,这些挥发性有机化合物中的一些还防止水稻种子收获前发芽。因此,我们的发现为种子保护和减少PHS和PHFL提供了简单实用的方法,表明潜在的育种新途径,并减少农业中小灵通和农药的使用。
    Mitigating pre-harvest sprouting (PHS) and post-harvest food loss (PHFL) is essential for enhancing food securrity. To reduce food loss, the use of plant derived specialized metabolites can represent a good approach to develop a more eco-friendly agriculture. Here, we have discovered that soybean seeds hidden underground during winter by Tscherskia triton and Apodemus agrarius during winter possess a higher concentration of volatile organic compounds (VOCs) compared to those remaining exposed in fields. This selection by rodents suggests that among the identified volatiles, 3-FurAldehyde (Fur) and (E)-2-Heptenal (eHep) effectively inhibit the growth of plant pathogens such as Aspergillus flavus, Alternaria alternata, Fusarium solani and Pseudomonas syringae. Additionally, compounds such as Camphene (Cam), 3-FurAldehyde, and (E)-2-Heptenal, suppress the germination of seeds in crops including soybean, rice, maize, and wheat. Importantly, some of these VOCs also prevent rice seeds from pre-harvest sprouting. Consequently, our findings offer straightforward and practical approaches to seed protection and the reduction of PHS and PHFL, indicating potential new pathways for breeding, and reducing both PHS and pesticide usage in agriculture.
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  • 文章类型: Journal Article
    植物细胞,组织,和器官培养(PCTOC)已被用作基础研究的实验系统,允许通过基因过表达或抑制和研究参与胚胎发生和器官发生的过程或与次生代谢产物的潜在生产有关的过程来展示基因功能,在其他人中。另一方面,PCTOC也已在商业水平上用于多种植物物种的无性繁殖(微繁殖),主要是观赏植物,但也有园艺作物,如马铃薯或水果和树种,并生产高质量的无病植物。此外,PCTOC方案是作物育种作物中重要的辅助系统,用于产生纯系(纯合)以产生杂种,以获得具有更高产量或更好性能的多倍体植物。PCTOC已用于保存和保存不同作物或受威胁物种的种质。只有建立了有效的体外植物再生方案,才能通过基因工程和基因组编辑进行植物遗传改良。目前,不同的公司专注于使用体外PCTOC将具有有趣生物活性的植物次生代谢物商业化。讨论了组学对PCTOC的影响。
    Plant cell, tissue, and organ cultures (PCTOC) have been used as experimental systems in basic research, allowing gene function demonstration through gene overexpression or repression and investigating the processes involved in embryogenesis and organogenesis or those related to the potential production of secondary metabolites, among others. On the other hand, PCTOC has also been applied at the commercial level for the vegetative multiplication (micropropagation) of diverse plant species, mainly ornamentals but also horticultural crops such as potato or fruit and tree species, and to produce high-quality disease-free plants. Moreover, PCTOC protocols are important auxiliary systems in crop breeding crops to generate pure lines (homozygous) to produce hybrids for the obtention of polyploid plants with higher yields or better performance. PCTOC has been utilized to preserve and conserve the germplasm of different crops or threatened species. Plant genetic improvement through genetic engineering and genome editing has been only possible thanks to the establishment of efficient in vitro plant regeneration protocols. Different companies currently focus on commercializing plant secondary metabolites with interesting biological activities using in vitro PCTOC. The impact of omics on PCTOC is discussed.
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  • 文章类型: Journal Article
    尽管非洲作物具有当代重要性,但其历史仍然知之甚少。整合来自西方的农作物,东部和北部非洲可能首先发生在东部非洲的大湖区;然而,人们对这些农业系统何时以及如何合并知之甚少。本文介绍了来自肯尼亚西部KakapelRockshelt的大约9000年考古序列的考古植物学分析,包含赤道东非内部最大,最广泛的古植物学记录。碳化种子上的直接放射性碳年代证明了西非作物cow豆的存在(Vignaunguiculata(L.)沃尔普)大约2300年前,与驯养牛(Bostaurus)的最早日期同步。豌豆(PisumsativumL.或PisumabhyssinicumA.Braun)和高粱(高粱双色(L.)Moench)来自东北和东部非洲手指小米(Eleusinecoracana(L.)Gaertn。)后来被合并,至少1000年前。结合来自Kakapel和周边地区的古老DNA证据,这些数据支持这样一种情景,即东非不同驯化物种的使用随着时间的推移而变化,而不是作为一个单一的包装到达和维持.调查结果强调了当地异质性在塑造撒哈拉以南非洲粮食生产传播方面的重要性。
    The histories of African crops remain poorly understood despite their contemporary importance. Integration of crops from western, eastern and northern Africa probably first occurred in the Great Lakes Region of eastern Africa; however, little is known about when and how these agricultural systems coalesced. This article presents archaeobotanical analyses from an approximately 9000-year archaeological sequence at Kakapel Rockshelter in western Kenya, comprising the largest and most extensively dated archaeobotanical record from the interior of equatorial eastern Africa. Direct radiocarbon dates on carbonized seeds document the presence of the West African crop cowpea (Vigna unguiculata (L.) Walp) approximately 2300 years ago, synchronic with the earliest date for domesticated cattle (Bos taurus). Peas (Pisum sativum L. or Pisum abyssinicum A. Braun) and sorghum (Sorghum bicolor (L.) Moench) from the northeast and eastern African finger millet (Eleusine coracana (L.) Gaertn.) are incorporated later, by at least 1000 years ago. Combined with ancient DNA evidence from Kakapel and the surrounding region, these data support a scenario in which the use of diverse domesticated species in eastern Africa changed over time rather than arriving and being maintained as a single package. Findings highlight the importance of local heterogeneity in shaping the spread of food production in sub-Saharan Africa.
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  • 文章类型: Journal Article
    传递有关表演信息的能力,安全,从一个地点到另一个地点进行的密闭田间试验(CFT)对转基因(GM)作物的环境影响在生物安全法规评估和决策中越来越重要。CFT过程可能很昂贵,耗时,和后勤挑战。数据可传输性可以通过允许使用从一个国家进行的CFT获得的数据为另一个国家的监管决策提供信息来帮助克服这些挑战。运输CFT数据的适用性将特别有利于公共部门产品开发商和小企业开发创新的GM事件,但不能承担复制冗余CFT,以及寻求改善有限资源部署的监管机构。这篇综述调查了运输的CFT数据已成功应用于生物安全评估和决策的案例研究,展望非洲国家如何从类似的方法中受益。
    The ability to transfer information about the performance, safety, and environmental impacts of a genetically modified (GM) crop from confined field trials (CFTs) conducted in one location to another is increasingly gaining importance in biosafety regulatory assessment and decision-making. The CFT process can be expensive, time-consuming, and logistically challenging. Data transportability can help overcome these challenges by allowing the use of data obtained from CFTs conducted in one country to inform regulatory decision-making in another country. Applicability of transported CFT data would be particularly beneficial to the public sector product developers and small enterprises that develop innovative GM events but cannot afford to replicate redundant CFTs, as well as regulatory authorities seeking to improve the deployment of limited resources. This review investigates case studies where transported CFT data have successfully been applied in biosafety assessment and decision-making, with an outlook of how African countries could benefit from a similar approach.
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  • 文章类型: Journal Article
    民勤绿洲,它位于武威市,甘肃省,中国,面临着非常严重的土地荒漠化问题,其总面积约94.5%的沙漠化。因此,在该地区实施荒地等生态恢复政策至关重要。在废弃的农田里,在驱动植被演替方面,非生物因素如土壤特性可能比生物因素更为重要。然而,土壤特性与植被演替之间的联系尚不清楚。为了填补这一知识空白,本研究调查了这些联系,以探索影响植被演替的主要因素,这对设计恢复这些退化生态系统的管理措施具有重要意义。
    这项研究使用“时空”方法在民勤绿洲调查了7个1-29岁的废弃农田。使用典型相关分析(CCA)和双向指示物种分析(Twinspan)将植被演替分为不同阶段。使用CCA分析了土壤性质与植被演替之间的联系。通过CCA中的“正向选择”选择了影响植被演替群落格局的主要因素。使用广义加性模型(GAMs)分析了优势物种对土壤特性的响应。
    耕地放弃后明显发生了优势种周转。植被演替可分为三个阶段(即,早期,中间,和晚期演替阶段)具有明显不同的群落组成和多样性。土壤特性中植被演替的主要驱动因素是土壤盐分和饱和土壤含水量,它们导致了演替早期和晚期优势种的不同响应。在植被演替的发展过程中,社区组成变得更简单,物种多样性显著下降,这是一种倒退的继承。因此,应采取措施管理这些退化,废弃的农田。
    UNASSIGNED: The Minqin Oasis, which is located in Wuwei City, Gansu Province, China, faces a very serious land desertification problem, with about 94.5% of its total area desertified. Accordingly, it is crucial to implement ecological restoration policies such as cropland abandonment in this region. In abandoned croplands, abiotic factors such as soil properties may become more important than biotic factors in driving vegetation succession. However, the connections between soil properties and vegetation succession remain unclear. To fill this knowledge gap, this study investigated these connections to explore major factors that affected vegetation succession, which is meaningful to designing management measures to restore these degraded ecosystems.
    UNASSIGNED: This study investigated seven 1-29-year-old abandoned croplands using the \"space for time\" method in Minqin Oasis. Vegetation succession was classified into different stages using a canonical correlation analysis (CCA) and two-way indicator species analysis (Twinspan). The link between soil properties and vegetation succession was analyzed using CCA. The primary factors shaping community patterns of vegetation succession were chosen by the \"Forward selection\" in CCA. The responses of dominant species to soil properties were analyzed using generalized additive models (GAMs).
    UNASSIGNED: Dominant species turnover occurred obviously after cropland abandonment. Vegetation succession can be classified into three stages (i.e., early, intermediate, and late successional stages) with markedly different community composition and diversity. The main drivers of vegetation succession among soil properties were soil salinity and saturated soil water content and they had led to different responses of the dominant species in early and late successional stages. During the development of vegetation succession, community composition became simpler, and species diversity decreased significantly, which was a type of regressive succession. Therefore, measures should be adopted to manage these degraded, abandoned croplands.
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  • 文章类型: Journal Article
    背景:怀孕期间的压力可通过下丘脑-垂体-肾上腺轴的表观遗传变化导致不良的母婴健康结局。在低收入国家的农民中,一个重要的压力源是粮食不安全,这可以减少使用密封存储袋。本研究旨在确定,第一次,妊娠期间密封储存袋干预是否对母婴下丘脑-垂体-肾上腺轴相关基因FKBP5和NR3C1的DNA甲基化产生积极影响.我们进一步分析了人体测量学是否,压力,心理健康与DNA甲基化有关。
    方法:本研究是一项大型配对随机对照试验的一部分,该试验的重点是改善农场储存对粮食安全的影响,贫穷,和小农农户的净收入。通过电话招募了总共149名母亲,并被邀请参加卡卡梅加县卫生机构的研究预约,肯尼亚西部,与他们的婴儿在2021年4月或5月。在任命期间,进行人体测量,进行了关于压力和心理健康的问卷,并收集唾液样本。采用Logistic和多元线性回归分析干预措施对DNA甲基化的影响。
    结果:干预组的母亲平均NR3C1甲基化水平高于对照组,校正多次测试。产妇产后体重指数与婴儿NR3C1CpG3DNA甲基化呈正相关。母亲在过去12个月(包括怀孕期间)经历的压力更大的生活事件,她的FKBP5CpG3甲基化水平越低。
    结论:食物不安全和孕期紧张的生活事件似乎对母体DNA甲基化有显著影响。虽然在本研究中,这些应激源似乎没有影响婴儿DNA甲基化,产妇产后体重指数与婴儿甲基化显著相关.这些发现表明,虽然胎盘屏障活性可以保护婴儿免受过多的母体糖皮质激素的影响,母体的代谢状况仍反映在表观遗传构成中.试验注册这项研究是一项更大的配对随机对照试验的一部分,该试验涉及改善农作物储存对福利的影响,营养,和人类健康。注册可以在美国经济协会(AEA)RCT注册表中找到,RCTID:AEARCTR-0005845。
    BACKGROUND: Stress during pregnancy can lead to adverse maternal and infant health outcomes through epigenetic changes in the hypothalamic-pituitary-adrenal axis. Among farmers in low-income countries, one important stressor is food insecurity, which can be reduced using hermetic storage bags. This study aimed to determine, for the first time, whether a hermetic storage bag intervention during pregnancy positively affects maternal and infant DNA methylation of the hypothalamic-pituitary-adrenal axis-related genes FKBP5 and NR3C1. We further analyzed whether anthropometrics, stress, and mental health were associated with DNA methylation.
    METHODS: This study was part of a larger matched-pair randomized controlled trial focusing on the impact of improved on-farm storage on food security, poverty, and net income of smallholder farming households. A total of N = 149 mothers were recruited by telephone and invited to attend a study appointment at health facilities in Kakamega County, Western Kenya, with their infants in April or May 2021. During the appointment, anthropometric measurements were taken, questionnaires on stress and mental health were administered, and saliva samples were collected. Logistic and multiple linear regression were used to examine the effect of the intervention and related measures on DNA methylation.
    RESULTS: Mothers in the intervention group showed higher mean NR3C1 methylation levels than those in the control group, corrected for multiple testing. Maternal postpartum body mass index was positively associated with infant NR3C1 CpG3 DNA methylation. The more stressful life events a mother had experienced in the previous 12 months (including during pregnancy), the lower her FKBP5 CpG3 methylation levels.
    CONCLUSIONS: Food insecurity and stressful life events during pregnancy seem to exert significant effects on maternal DNA methylation. While these stressors did not appear to impact infant DNA methylation in the present study, maternal postpartum body mass index was significantly related to infant methylation. These findings suggest that while infants may be protected from excessive maternal glucocorticoids by placental barrier activity, maternal metabolic status is still reflected in their epigenetic make-up. Trial registration This study was part of a larger matched-pair randomized controlled trial on the impact of improved on-farm crop storage on welfare, nutrition, and human health. Registration can be found in the American Economic Association (AEA) RCT Registry, RCT ID: AEARCTR-0005845.
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