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A Crucial Role for Technology in Sustainable Agriculture 技术在可持续农业中的关键作用
Q3 Agricultural and Biological Sciences Pub Date : 2024-02-13 DOI: 10.1021/acsagscitech.3c00426
Brent Brower-Toland, Julia L. Stevens, Lyle Ralston, Kevin Kosola and Thomas L. Slewinski*, 

The impacts of climate change, particularly extreme weather events, will increase the likelihood of crop failure in the future. As such, the need for the development of climate-resilient crops that increase agricultural efficiency and sustain sustainable land use is critical to food security. Conservation agriculture, including practices such as reduced tillage, continuous cover, and crop rotation, provides a foundation for safeguarding agricultural systems. To support the widespread adoption of these practices, it will be necessary to make technological advancements through machinery breakthroughs, automation, advanced genetics, and biotechnology. Here we review approaches that integrate biotechnology and new breeding techniques to protect the yield into a conservation framework to accelerate sustainable intensification. By designing crops to function in the optimal planting configurations, improved crop rotational systems, and smart soil nutrient management, we can grow even more with less.

气候变化的影响,特别是极端天气事件,将增加未来作物歉收的可能性。因此,需要开发能抵御气候变化的作物,提高农业效率,维持土地的可持续利用,这对粮食安全至关重要。保护性农业,包括减少耕作、连续覆盖和轮作等做法,为保护农业系统奠定了基础。为了支持这些做法的广泛采用,有必要通过机械突破、自动化、先进遗传学和生物技术来实现技术进步。在此,我们回顾了将生物技术和新型育种技术融入保护框架以保护产量的方法,从而加快可持续集约化进程。通过设计作物的最佳种植配置、改进作物轮作系统和智能土壤养分管理,我们可以以更少的投入获得更多的产出。
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引用次数: 0
Antifungal Efficacy of Nanodelivered Azoxystrobin against Rhizoctonia solani in Soybean (Glycine max) Nanodelivered Azoxystrobin 对大豆根瘤菌(Rhizoctonia solani)的抗真菌功效
Q3 Agricultural and Biological Sciences Pub Date : 2024-02-12 DOI: 10.1021/acsagscitech.3c00469
Eban A. Hanna, Carlos E. Astete, Trey Price, Carlos Tamez, Omar E. Mendez, Alvaro Garcia, Fannyuy V. Kewir, Jason C. White and Cristina M. Sabliov*, 

Zein nanoparticles (ZNP) (189.4 ± 2.0 nm, +25.7 ± 0.9 mV) and lignin nanoparticles (LNP) (173.6 ± 0.9 nm, – 56.5 ± 2.8 mV) with loaded azoxystrobin (AZO) (5.2 ± 0.8 and 5.5 ± 0.7 wt %, respectively) were designed as antifungal delivery systems for seed treatments. Both particles followed pseudo-first-order kinetics for AZO release at 25 °C, with AZO releasing faster from ZNP. AZO-entrapped ZNP treatments produced the greatest yield (41.15 bushels), followed by empty LNP (40.35 bushels) for inoculated samples; these findings were comparable to yields achieved with the commercial AZO formulation, Dynasty. The stand per row feet for inoculated plants were significantly higher than the control, with the highest being Dynasty, AZO-entrapped ZNP, and AZO-entrapped LNP treatments (3.90, 3.74, and 2.53, respectively). All treatments, excluding empty ZNP, resulted in a statistically significant increase in yield and stand per row feet compared to the nontreated plants. ZNPs and LNPs developed herein for AZO delivery can be used as alternative and sustainable solutions for the delivery of other agrochemicals.

设计了负载唑菌酯(AZO)(分别为 5.2 ± 0.8 和 5.5 ± 0.7 wt %)的玉米素纳米颗粒(ZNP)(189.4 ± 2.0 nm,+25.7 ± 0.9 mV)和木质素纳米颗粒(LNP)(173.6 ± 0.9 nm,- 56.5 ± 2.8 mV)作为种子处理的抗真菌输送系统。这两种颗粒在 25 ℃ 下都遵循假一阶 AZO 释放动力学,其中 ZNP 释放 AZO 的速度更快。在接种样品中,AZO 包裹的 ZNP 处理产量最高(41.15 蒲式耳),其次是空 LNP(40.35 蒲式耳);这些结果与使用商用 AZO 制剂 Dynasty 的产量相当。接种植株的每行英尺株数明显高于对照,其中最高的是 Dynasty、AZO-entrapped ZNP 和 AZO-entrapped LNP 处理(分别为 3.90、3.74 和 2.53)。与未处理的植株相比,除空 ZNP 外,所有处理都能显著提高产量和每行英尺的株数。本文开发的用于输送 AZO 的 ZNPs 和 LNPs 可作为输送其他农用化学品的可替代和可持续的解决方案。
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引用次数: 0
Response of Chlorosis and Growth to Light Intensity in Rice Seedlings 水稻幼苗的萎黄病和生长对光照强度的反应
Q3 Agricultural and Biological Sciences Pub Date : 2024-02-08 DOI: 10.1021/acsagscitech.3c00461
Chengzhu Tang, Xiaojuan Zhang, Yuanyuan Zhao, Letong Li, Jiaqi Wei, Zhe Yang, Xing Chen, Huabin Zheng, Zhi Zhou, Wenbang Tang* and Mao Xia*, 

Chlorosis is a crucial factor affecting the normal growth of rice seedlings. Light intensity can significantly control chlorosis, but uncertainty about the key factors of chlorosis caused by light intensity still exists. The purpose of this work is to determine what causes the light intensity to affect chlorosis. Xiangzaoxian 24 was used as the test material to investigate the effects of light intensity on rice seedlings by setting five light intensity treatments, T1 (50 μmol m–2 s–1), T2 (100 μmol m–2 s–1), T3 (250 μmol m–2 s–1), T4 (500 μmol m–2 s–1), and T5 (750 μmol m–2 s–1). In this study, chlorophyll content, ascorbic acid (AsA) content, and related gene expression levels decreased, but the H2O2 content increased under lower or higher light intensity. Moreover, there was obvious chlorosis in rice seedlings in it. But there was no obvious chlorosis in rice seedlings at medium light intensity. We concluded that medium light intensity could promote AsA synthesis and thus reduce reactive oxygen species, and ultimately the rice seedlings stay green.

萎黄病是影响水稻秧苗正常生长的一个关键因素。光照强度能明显控制萎黄病,但光照强度导致萎黄病的关键因素仍不确定。本研究的目的是确定光照强度影响萎黄病的原因。以湘早24号为试验材料,通过设置五个光照强度处理(T1(50 μmol m-2 s-1)、T2(100 μmol m-2 s-1)、T3(250 μmol m-2 s-1)、T4(500 μmol m-2 s-1)和T5(750 μmol m-2 s-1))来研究光照强度对水稻秧苗的影响。本研究发现,在较低或较高的光照强度下,叶绿素含量、抗坏血酸(AsA)含量和相关基因表达水平降低,但 H2O2 含量增加。此外,水稻秧苗在光照下出现了明显的萎黄病。但在中等光照强度下,水稻秧苗没有明显的萎黄病。我们的结论是,中等光照强度能促进 AsA 的合成,从而减少活性氧,最终使水稻秧苗保持绿色。
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引用次数: 0
Positive Effects of Exogenous Application of Nitric Oxide on Lipid Composition in Sesbania grandiflora (L.) Pers. under Elevated Conditions of Chromium and EDTA 铬和乙二胺四乙酸升高条件下外源应用一氧化氮对柿树脂质组成的积极影响
Q3 Agricultural and Biological Sciences Pub Date : 2024-02-07 DOI: 10.1021/acsagscitech.3c00150
Revathi Saravanan,  and , Subhashree Venugopal*, 

Heavy metal discharge is a major toxic environmental pollutant that creates highly unsustainable conditions for living organisms. They especially impact plants, where elevated concentrations of heavy metals deter growth and development. In addition, metal toxicity alters the cell membrane composition, which may lead to changes in its physiological activity. This study aims to analyze such alterations caused in the lipid content and fatty acid composition of cell membranes in the plant Sesbania grandiflora, under elevated concentrations of chromium. An experiment was carried out by spiking soil with different chromium concentrations, with and without the presence of ethylenediaminetetraacetic acid (EDTA). In order to identify agents that combat toxicity created by heavy metals, sodium nitroprusside (SNP) (a nitric oxide (NO) donor) was sprayed exogenously on the aerial part of the plant. The changes in the growth of the plant were observed over a period of 3 months, and the initial and final growth of the plant were compared at 30 and 90 days, respectively. GC–MS analysis was performed to identify the fatty acid methyl esters present in the chromium-contaminated plant samples. The experimental data depicted that the fatty acid content, phospholipid content, and glycolipid content decreased with rising concentration of chromium with EDTA, whereas toxicity was further controlled in plants supplied with exogenous nitric oxide through SNP. The lauric acid concentration increased in the presence of heavy metals and SNP compared to long-chain fatty acids. 20 C carbon eicosanoic fatty acids were present at higher levels than 18 C polyunsaturated fatty acids, showing the altered desaturase enzyme function and defective phospholipid synthesis in the endoplasmic reticulum. Since the external application of SNP helps in alleviating chromium stress, this work highlights the usage of NO in effectively combating heavy metal stress in plants.

重金属排放是一种主要的有毒环境污染物,会给生物体造成非常难以承受的条件。它们对植物的影响尤为严重,高浓度的重金属会阻碍植物的生长和发育。此外,金属毒性会改变细胞膜的组成,从而导致其生理活性发生变化。本研究旨在分析在铬浓度升高的情况下,植物大花淫羊藿细胞膜的脂质含量和脂肪酸组成发生的变化。实验方法是在土壤中添加不同浓度的铬,同时添加或不添加乙二胺四乙酸(EDTA)。为了确定抗重金属毒性的物质,在植物的气生部分外源喷洒了硝普钠(SNP)(一氧化氮(NO)供体)。在 3 个月的时间内观察了植物的生长变化,并分别在 30 天和 90 天时对植物的初始生长和最终生长进行了比较。对铬污染植物样本中的脂肪酸甲酯进行了气相色谱-质谱分析。实验数据表明,脂肪酸含量、磷脂含量和糖脂含量随着 EDTA 中铬浓度的升高而降低,而通过 SNP 提供外源一氧化氮的植物的毒性得到了进一步控制。与长链脂肪酸相比,月桂酸浓度在重金属和 SNP 的作用下有所增加。20 C 碳二十碳脂肪酸的含量高于 18 C 多不饱和脂肪酸,这表明去饱和酶的功能发生了改变,内质网的磷脂合成出现了缺陷。由于外部施用 SNP 有助于缓解铬胁迫,这项工作突出了氮氧化物在有效对抗植物重金属胁迫方面的用途。
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引用次数: 0
Molybdenum Disulfide (MoS2): An Emerging Multifunctional Nanomaterial for Sensing and Removal of Agricultural Contaminants 二硫化钼(MoS2):用于传感和去除农业污染物的新兴多功能纳米材料
Q3 Agricultural and Biological Sciences Pub Date : 2024-02-05 DOI: 10.1021/acsagscitech.3c00476
Qirong Dong, Qingyi Wei* and Zhenghua Tang*, 

The pressure for agriculture security is a problem that affects human community at multiple levels, involving the production of agricultural commodities, the management of agricultural water and soil, and postharvest transport and storage. To date, agriculture security is increasingly becoming a challenge due to the abuse of chemicals, the indiscriminate discharge of wastewater, and the improper storage of agricultural products. As such, the determination and removal of hazardous contaminants in agricultural production chains are indispensable. As a fascinating semiconductor, molybdenum disulfide (MoS2), with controllable structure, appealing photoelectric properties, and superior physicochemical stability, is regarded as a promising material for the control of agricultural contaminants. This critical review summarizes the synthetic strategies for MoS2 and related efforts for agricultural contaminant control. It begins with the synthetic methods of the materials based on different principles. Subsequently, the determination and removal strategies based on MoS2 and its composites are discussed. The third part focuses on the description of MoS2-based platforms for control of different agricultural contaminants (heavy metals, pesticides, mycotoxins, antibiotics, and organic dyes). Finally, the challenges and potential opportunities for MoS2 application in modern agriculture are discussed.

农业安全压力是一个在多个层面影响人类社会的问题,涉及农产品生产、农业用水和土壤管理以及收获后的运输和储存。迄今为止,由于化学品的滥用、废水的任意排放和农产品的不当储存,农业安全问题正日益成为一个挑战。因此,确定和清除农业生产链中的有害污染物是必不可少的。作为一种神奇的半导体,二硫化钼(MoS2)具有可控的结构、诱人的光电特性和优越的理化稳定性,被认为是一种很有前景的控制农业污染物的材料。这篇重要综述总结了 MoS2 的合成策略以及在农业污染物控制方面所做的相关努力。文章首先介绍了基于不同原理的材料合成方法。随后,讨论了基于 MoS2 及其复合材料的测定和去除策略。第三部分重点介绍了基于 MoS2 的不同农业污染物(重金属、农药、霉菌毒素、抗生素和有机染料)控制平台。最后,讨论了 MoS2 在现代农业中应用所面临的挑战和潜在机遇。
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引用次数: 0
4-Methyl-1-(prop-2-yn-1-yl)-1H-1,2,3-triazole (MPT): A Novel, Highly Efficient Nitrification Inhibitor for Agricultural Applications 4-甲基-1-(丙-2-炔-1-基)-1H-1,2,3-三唑 (MPT):一种新型、高效的农业硝化抑制剂
Q3 Agricultural and Biological Sciences Pub Date : 2024-02-01 DOI: 10.1021/acsagscitech.3c00506
Sibel C. Yildirim, Joses G. Nathanael, Katharina Frindte, Otávio dos Anjos Leal, Robert M. Walker, Ute Roessner, Claudia Knief, Nicolas Brüggemann and Uta Wille*, 

Nitrogen fertilization in agriculture has serious environmental consequences, including production of the greenhouse gas nitrous oxide (N2O), pollution of groundwater with nitrate (NO3), and river eutrophication. Nitrogen use efficiency can be increased by amending fertilizers with inhibitors to slow microbial nitrification processes, which transform ammonia to NO3. Unfortunately, commercial inhibitors have failed to perform reliably across various agroecosystems for reasons not well understood. Using a combination of bacterial studies and soil incubations, we demonstrate here that 4-methyl-1-(prop-2-yn-1-yl)-1H-1,2,3-triazole (MPT) exhibits superior nitrification inhibitory properties. Unlike the commercial reversible inhibitors, MPT acts as a mechanistic, irreversible inhibitor of the key enzyme ammonia monooxygenase, enabling effective retention of ammonium (NH4+) and suppression of NO3 and N2O production over 21 days in several agricultural soils with pH values ranging from 4.7 to 7.5. A bacterial viability stain and a suite of freshwater and terrestrial ecotoxicity tests did not indicate any acute or chronic toxicity. Real-time quantitative polymerase chain reaction (qPCR) analysis revealed an enhanced inhibitory effect of MPT on both ammonia-oxidizing bacteria and archaea. Thus, MPT outperforms currently available nitrification inhibitors and has great potential for broad application in various agricultural settings.

农业施氮肥会造成严重的环境后果,包括产生温室气体一氧化二氮(N2O)、硝酸盐(NO3-)污染地下水以及河流富营养化。通过在肥料中添加抑制剂来减缓微生物硝化过程(将氨转化为 NO3-),可以提高氮的利用效率。遗憾的是,商业抑制剂未能在各种农业生态系统中发挥可靠的作用,原因尚不清楚。我们结合细菌研究和土壤培养,在此证明 4-甲基-1-(丙-2-炔-1-基)-1H-1,2,3-三唑(MPT)具有卓越的硝化抑制特性。与商业可逆抑制剂不同的是,MPT 是关键酶氨单加氧酶的机理不可逆抑制剂,能有效保留铵(NH4+),并在几种 pH 值为 4.7 到 7.5 的农业土壤中抑制 NO3- 和 N2O 的产生,持续时间长达 21 天。细菌活力染色以及一系列淡水和陆地生态毒性测试均未显示出任何急性或慢性毒性。实时定量聚合酶链反应(qPCR)分析表明,MPT 对氨氧化细菌和古细菌的抑制作用都有所增强。因此,MPT 优于目前可用的硝化抑制剂,在各种农业环境中具有广泛应用的巨大潜力。
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引用次数: 0
Plant Defense Strategies and Biomarkers against Heavy Metal-Induced Stress: A Comprehensive Review 植物防御重金属胁迫的策略和生物标志物:全面综述
Q3 Agricultural and Biological Sciences Pub Date : 2024-01-30 DOI: 10.1021/acsagscitech.3c00271
Swati Tyagi, Vinay Kumar Dhiman, Vivek Kumar Dhiman, Himanshu Pandey, Devendra Singh*, Avinash Sharma, Prashant Sharma, Robin Kumar, Kui-Jae Lee and Baljeet Singh Saharan, 

Plants respond to environmental pollutants and experience several abiotic stresses, among which heavy metal stress has been a serious concern in the global scientific community due to its yield-limiting effects on crop plants. Heavy metals intrude into the plant defense system and interfere with the cellular machinery, leading to metal toxicity and resulting in plant growth inhibition or death. Plants employ several counterbalance strategies, such as the formation of phytochelatins or metallothionein metal complexes, or vacuolar sequestration of ligand–metal complexes, etc., to combat heavy metal stress. Additionally, microbes present in the rhizospheric region share a special relationship with plants and immobilize heavy metals to improve plant health. Thus, the precise detection of heavy metals in adjoining environments is crucial to develop strategic defense strategies for sustainable agriculture. In this context, plant-based biomarkers have evolved as a promising approach. This review sheds light on heavy metal stress, various defense strategies employed by plants, and potential biomarkers used to detect heavy metal stresses and tries to draw a possible roadmap toward smart and sustainable agriculture.

植物会对环境污染物做出反应,并经受多种非生物胁迫,其中重金属胁迫因其对作物产量的限制作用而受到全球科学界的严重关注。重金属侵入植物防御系统,干扰细胞机制,导致金属中毒,造成植物生长受抑制或死亡。植物采用多种平衡策略,如形成植物螯合素或金属硫蛋白金属复合物,或液泡封存配体-金属复合物等,以对抗重金属胁迫。此外,根瘤区的微生物与植物有着特殊的关系,它们固定重金属以改善植物健康。因此,精确检测邻近环境中的重金属对于制定可持续农业的战略防御策略至关重要。在此背景下,基于植物的生物标志物已发展成为一种前景广阔的方法。本综述揭示了重金属胁迫、植物采用的各种防御策略以及用于检测重金属胁迫的潜在生物标志物,并试图为实现智能和可持续农业绘制可能的路线图。
{"title":"Plant Defense Strategies and Biomarkers against Heavy Metal-Induced Stress: A Comprehensive Review","authors":"Swati Tyagi,&nbsp;Vinay Kumar Dhiman,&nbsp;Vivek Kumar Dhiman,&nbsp;Himanshu Pandey,&nbsp;Devendra Singh*,&nbsp;Avinash Sharma,&nbsp;Prashant Sharma,&nbsp;Robin Kumar,&nbsp;Kui-Jae Lee and Baljeet Singh Saharan,&nbsp;","doi":"10.1021/acsagscitech.3c00271","DOIUrl":"https://doi.org/10.1021/acsagscitech.3c00271","url":null,"abstract":"<p >Plants respond to environmental pollutants and experience several abiotic stresses, among which heavy metal stress has been a serious concern in the global scientific community due to its yield-limiting effects on crop plants. Heavy metals intrude into the plant defense system and interfere with the cellular machinery, leading to metal toxicity and resulting in plant growth inhibition or death. Plants employ several counterbalance strategies, such as the formation of phytochelatins or metallothionein metal complexes, or vacuolar sequestration of ligand–metal complexes, etc., to combat heavy metal stress. Additionally, microbes present in the rhizospheric region share a special relationship with plants and immobilize heavy metals to improve plant health. Thus, the precise detection of heavy metals in adjoining environments is crucial to develop strategic defense strategies for sustainable agriculture. In this context, plant-based biomarkers have evolved as a promising approach. This review sheds light on heavy metal stress, various defense strategies employed by plants, and potential biomarkers used to detect heavy metal stresses and tries to draw a possible roadmap toward smart and sustainable agriculture.</p>","PeriodicalId":93846,"journal":{"name":"ACS agricultural science & technology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139901145","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
Screening and Application of Microorganisms That Inhibit Cyanobacteria Blooms 筛选和应用抑制蓝藻繁殖的微生物
Q3 Agricultural and Biological Sciences Pub Date : 2024-01-23 DOI: 10.1021/acsagscitech.3c00251
Yaqi Li, Honglian Luo, Shuang Zheng, Zhongchao Hao, Haikuan Wang* and Chengqi Liu*, 

Cyanobacterial blooms are a global ecological problem. The purpose of this study is to find microbial strains that can be used for the biological control of cyanobacterial blooms. In this study, a strain of Lysinibacillus fusiformis (QY-12) with the best algae inhibition effect was isolated and screened. The inhibition rate of Microcystis aeruginosa in the growth index period was 82.01% after 8 days of interference by QY-12. The algicidal substance l-2-aminoadipic acid (L-2-AA) produced by QY-12 was purified via preparative HPLC and identified by nuclear magnetic resonance (NMR), liquid chromatography-mass spectrometry (LC-MS) and infrared spectroscopy (IR). It was found by scanning electron microscopy that L-2-AA had a significant inhibitory effect on Microcystis aeruginosa in the early and middle stages of growth. This study provides a new idea for the prevention and control of cyanobacterial blooms.

蓝藻水华是一个全球性的生态问题。本研究的目的是寻找可用于蓝藻水华生物防治的微生物菌株。本研究分离并筛选出一株抑藻效果最好的 Lysinibacillus fusiformis(QY-12)。经 QY-12 干扰 8 天后,铜绿微囊藻在生长指数期的抑制率为 82.01%。QY-12产生的杀藻物质l-2-氨基己二酸(L-2-AA)经制备型高效液相色谱纯化,并通过核磁共振(NMR)、液相色谱-质谱(LC-MS)和红外光谱(IR)进行鉴定。通过扫描电子显微镜发现,L-2-AA 对铜绿微囊藻生长初期和中期具有显著的抑制作用。该研究为蓝藻水华的防控提供了新思路。
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引用次数: 0
Design of Vegetable Pest Identification System Based on Improved Alexnet Algorithm and 5G Communication 基于改进的 Alexnet 算法和 5G 通信的蔬菜病虫害识别系统设计
Q3 Agricultural and Biological Sciences Pub Date : 2024-01-17 DOI: 10.1021/acsagscitech.3c00303
Ruipeng Tang*, Narendra Kumar Aridas, Mohamad Sofian Abu Talip and Jianrui Tang, 

Vegetable pests and diseases are some of the main factors affecting vegetable yield. Accurate monitoring and intelligent identification of vegetable pests and diseases are prerequisites for pest forecasting and integrated control. In this study, a vegetable pest identification system based on an improved Alexnet algorithm and 5G communication is designed. The system uses high-definition cameras and 5G communication modules to form the pest monitoring network. It builds an image recognition model based on the improved Alexnet algorithm to identify vegetable pests, and then it collects pictures for transmission to the terminal. After the experimental test, the pest identification system proposed in this study accounts for only 11.71, 11.91, 30.92, and 31.38% of the identification system of the 4G communication network in terms of transmission delay, transmission jitter, packet loss rate, and packet error rate, respectively. The recognition accuracy of the improved Alexnet algorithm is 18.76% higher than that of the unimproved one. After multiple iterations, it is verified that the recognition accuracy and loss function are better than those of the unimproved Alexnet algorithm. It shows that the identification system proposed can better monitor and identify vegetable pests and diseases, which is beneficial to integrated management.

蔬菜病虫害是影响蔬菜产量的一些主要因素。准确监测和智能识别蔬菜病虫害是病虫害预测预报和综合防治的前提。本研究设计了一种基于改进的 Alexnet 算法和 5G 通信的蔬菜病虫害识别系统。该系统利用高清摄像头和 5G 通信模块组成病虫害监测网络。它基于改进的 Alexnet 算法建立图像识别模型来识别蔬菜害虫,然后采集图片传输到终端。经过实验测试,本研究提出的害虫识别系统在传输时延、传输抖动、丢包率、误包率方面分别仅占4G通信网络识别系统的11.71%、11.91%、30.92%和31.38%。改进后的 Alexnet 算法的识别准确率比未改进的算法高出 18.76%。经过多次迭代验证,识别准确率和损失函数均优于未改进的 Alexnet 算法。这表明所提出的识别系统能更好地监测和识别蔬菜病虫害,有利于综合管理。
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引用次数: 0
Difference Analysis of Yield and Nitrogen Use Characteristics of Different Wheat Varieties 不同小麦品种产量和氮利用特征的差异分析
Q3 Agricultural and Biological Sciences Pub Date : 2024-01-16 DOI: 10.1021/acsagscitech.3c00546
Fangang Meng, Jing Jia, Hongxiao Duan, Yihang Du, Yulu Zhang, Zixin Zhu, Shuai Liu and Changxing Zhao*, 

The objective of this study was to investigate the nitrogen use efficiency of various wheat varieties and to establish evaluation indicators for nitrogen efficient use in wheat, thereby providing both theoretical reference and a practical basis. The experiment was conducted at Jiaozhou Modern Agriculture Demonstration Park of Qingdao Agricultural University (35.53°N, 119.58°E) from October 2021 to June 2023. Twenty-six main wheat varieties in the North China Plain were used as test materials. Four nitrogen fertilizer levels of 0, 150, 210, and 270 kg/hm2 were set up. The nitrogen fertilizer level was the main factor, and the variety was the secondary factor. According to the yield and nitrogen accumulation of each variety under different nitrogen fertilizer levels, cluster analysis was carried out, respectively. It was found that Zhongmai 578 (H1), Zhongmai 175 (H2), and Weimai 8 (H3) had a higher yield under four nitrogen fertilizer levels. These varieties were nitrogen efficient, and their nitrogen accumulation was also higher. On the other hand, Jingshuang 16 (L1), Nongda 212 (L2), and Beijing 841 (L3) had lower yields under four nitrogen fertilizer levels. These varieties were nitrogen inefficient, and their nitrogen accumulation was also lower. The other 20 varieties had a medium yield and medium nitrogen accumulation. In this study, the differences of nitrogen use efficiency, nitrogen harvest index, nitrogen agronomic efficiency, and nitrogen partial factor productivity between three nitrogen efficient varieties and three nitrogen inefficient varieties were analyzed.

本研究旨在研究不同小麦品种的氮素利用效率,建立小麦氮素高效利用的评价指标,从而为小麦氮素高效利用提供理论参考和实践依据。试验于 2021 年 10 月至 2023 年 6 月在青岛农业大学胶州现代农业示范园(35.53°N,119.58°E)进行。以华北平原 26 个主要小麦品种为试验材料。四个氮肥水平分别为 0、150、210 和 270 kg/hm2。氮肥水平为主要因素,品种为次要因素。根据各品种在不同氮肥水平下的产量和氮积累情况,分别进行聚类分析。结果发现,中麦 578(H1)、中麦 175(H2)和潍麦 8 号(H3)在四种氮肥水平下产量较高。这些品种的氮效率高,氮积累也较多。另一方面,京双 16(L1)、农大 212(L2)和京 841(L3)在四种氮肥水平下产量较低。这些品种的氮素效率较低,氮素积累也较少。其他 20 个品种的产量和氮积累均处于中等水平。本研究分析了三个氮素高效品种和三个氮素低效品种在氮素利用效率、氮素收获指数、氮素农艺效率和氮素部分要素生产率方面的差异。
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引用次数: 0
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