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Can biocontrol be the game-changer in integrated pest management? A review of definitions, methods and strategies 生物防治能否改变害虫综合防治的游戏规则?定义、方法和策略综述
IF 2 4区 农林科学 Q2 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2024-02-23 DOI: 10.1007/s41348-024-00878-1
Matteo Galli, Falko Feldmann, Ute Katharina Vogler, Karl-Heinz Kogel

Global agriculture is heavily dependent on sustainable plant protection. Worldwide, the concept of integrated pest management (IPM) is being followed. IPM utilizes a range of strategies, with chemical synthetic pesticides being employed only as a last resort. However, in agricultural practice, farmers continue to rely primarily on this option. To further reduce this dependence, new strategies are being sought to strengthen the use of biological control within the IPM approach including the identification of novel non-synthetic natural compounds. Here, we discuss and report on the state of the art in biological control research in areas such as biocontrol agents and application of ecological principles. These practices can help to establish sustainable plant protection systems, with the greatest impact achieved when they are used in appropriate combinations. We highlight the conditions that currently prevent or hinder the increased use of biocontrol measures. On the background of agroecological experiences, we discuss why additional advancements in plant protection practices are imperative to more effectively break the life cycles of pests, diseases and weeds. We emphasize the significance of a judicious application of chemical control technologies, adapted to local conditions. Additionally, we highlight the key role and expertise of operators in implementing these practices and their knowledge thereof.

全球农业在很大程度上依赖于可持续的植物保护。全世界都在遵循虫害综合防治(IPM)的理念。IPM 采用一系列策略,化学合成杀虫剂仅作为最后手段使用。然而,在农业实践中,农民仍然主要依赖这种方法。为了进一步减少这种依赖,我们正在寻求新的策略,以加强在 IPM 方法中使用生物防治,包括鉴定新型非合成天然化合物。在此,我们将讨论并报告生物防治研究在生物控制剂和生态学原理应用等领域的最新进展。这些做法有助于建立可持续的植物保护系统,当它们被适当组合使用时,将产生最大的影响。我们强调了目前阻碍或妨碍更多使用生物防治措施的条件。在生态农业经验的背景下,我们讨论了为什么必须进一步改进植保措施,才能更有效地打破害虫、疾病和杂草的生命周期。我们强调了根据当地条件合理应用化学控制技术的重要性。此外,我们还强调了操作人员在实施这些措施时的关键作用和专业知识,以及他们对这些措施的了解。
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引用次数: 0
A novel probabilistic intermittent neural network (PINN) and artificial jelly fish optimization (AJFO)-based plant leaf disease detection system 基于概率间歇神经网络(PINN)和人工水母优化(AJFO)的新型植物叶片病害检测系统
IF 2 4区 农林科学 Q2 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2024-02-20 DOI: 10.1007/s41348-024-00876-3

Abstract

Plant leaf disease identification and classification are the most essential and demanding tasks in the agriculture field. In traditional researches, various automated detection technologies have been developed with the goal of more accurately identifying plant leaf disease. Nevertheless, it faces some problems related to complex mathematical modeling, increased time consumption, processing overhead, and mis-prediction results. Therefore, a novel probabilistic intermittent neural network and artificial jelly fish optimization-based plant leaf disease detection system is proposed in this paper. The proposed work aims to “make a new detection scheme to identify correctly plant leaf disease from the given dataset.” Here, the probabilistic intermittent neural network (PINN) classification technique is used to predict label as normal or affected by disease. If it is disease affected, the residual multi-scale Unet segmentation (RMUNet) segmentation technique is applied to segment the disease affected region. Finally, the simulation outcomes confirm the efficiency of the proposed leaf disease identification system under some variables.

摘要 植物叶部病害的识别和分类是农业领域最基本、最艰巨的任务。在传统研究中,为了更准确地识别植物叶病,人们开发了各种自动检测技术。然而,它也面临着一些问题,如复杂的数学建模、时间消耗增加、处理开销和预测结果错误等。因此,本文提出了一种基于概率间歇神经网络和人工水母优化的新型植物叶病检测系统。所提出的工作旨在 "制定一种新的检测方案,从给定的数据集中正确识别植物叶病"。在这里,使用概率间歇神经网络(PINN)分类技术来预测标签是正常的还是受疾病影响的。如果是受疾病影响,则采用残差多尺度 Unet 分割(RMUNet)技术来分割受疾病影响的区域。最后,仿真结果证实了所提出的叶病识别系统在某些变量下的效率。
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引用次数: 0
Relationship between fungal bioaerosols and biotic stress on crops: a case study on wheat rust fungi 真菌生物气溶胶与作物生物胁迫之间的关系:小麦锈病真菌案例研究
IF 2 4区 农林科学 Q2 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2024-02-19 DOI: 10.1007/s41348-024-00868-3

Abstract

This study proposes the relationship between fungal bioaerosols and biotic stress on crops using a case study on wheat leaf rust reported from northern India. We sampled and quantified the size-resolved fungal bioaerosols using the next-generation sequencing technique from a wheat crop field during winter. Puccinia recondita, the fungal pathogen that causes wheat leaf rust, was identified during the study period. The pathogen is known for its frequent and widespread occurrence of new variants that causes disease-resistant crop varieties susceptible to infections. This reveals the need for frequent and systematic monitoring to prevent rust infection. In the current study, the size-resolved fungal bioaerosol characterization was linked to the dispersal properties of the fungal propagules, and using a theoretical dispersion model, originating source and the areas of high risk for wheat leaf rust infection were identified. Our findings may serve as a vital reference for crop pathologists, agro technologists, environmentalists, and policymakers to expand the investigation on the biotic stress caused by the invasion of fungal bioaerosols on various crops and to implement preventive measures to ensure global food security.

摘要 本研究以印度北部报告的小麦叶锈病为案例,提出了真菌生物气溶胶与作物生物胁迫之间的关系。我们利用新一代测序技术对冬季小麦作物田中的真菌生物气溶胶进行了采样和量化。研究期间发现了导致小麦叶锈病的真菌病原体 Puccinia recondita。众所周知,该病原体经常广泛出现新的变种,导致抗病作物品种易受感染。这表明需要经常进行系统监测,以防止锈病感染。本研究将真菌生物气溶胶的粒度分辨特征与真菌繁殖体的扩散特性联系起来,并利用理论扩散模型确定了小麦叶锈病感染的源头和高风险区域。我们的研究结果可作为作物病理学家、农业技术专家、环境学家和政策制定者的重要参考,以扩大对真菌生物气溶胶入侵各种作物所造成的生物压力的研究,并实施预防措施,确保全球粮食安全。
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引用次数: 0
Allelopathic weed management in wheat (Triticum aestivum L.) through essential oil emulsions and aqueous botanical extracts-based novel bioherbicides 通过基于植物精油乳剂和植物水提取物的新型生物除草剂管理小麦(Triticum aestivum L.)中的异位杂草
IF 2 4区 农林科学 Q2 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2024-02-15 DOI: 10.1007/s41348-024-00870-9
Pooja Maurya, Nihal Dwivedi, Abdul Mazeed, Dipender Kumar, Birendra Kumar, Chandan Singh Chanotiya, Kapil Dev, Priyanka Suryavanshi

Phytotoxic activity of essential oil emulsions (EOEs) of aromatic plants such as Mentha piperita, Pelargonium graveolens, Matricaria chamomilla, Chrysopogon zizanioides, Pogostemon patchouli, Mentha arvensis, and aqueous extracts of Andrographis paniculata were evaluated for problematic weeds like Avena fatua and Phalaris minor, along with wheat (Triticum aestivum) as a test crop through laboratory bioassay studies during 2020–2021. The chemical composition of essential oils was analyzed through GC/GC–MS. Results of the laboratory bioassay revealed that EOEs of M. piperita, C. zizanioides, M. arvensis, and an aqueous extract of A. paniculata as pre-emergence bioherbicides strongly inhibited germination and seedling growth of the tested weed species in a dose dependent manner, with P. minor and A. fatua being selectively more sensitive than T. aestivum. Percent seed germination varied between treatments, ranging from 3.45–48.28%, 3.45–100%, and 4.55–90.91% among T. aestivum, A. fatua, and P. minor, respectively. Based on these results, these four treatments showing the highest phytotoxic activity were further evaluated through a pot culture study. The results showed that treatments with essential oil emulsions and aqueous extracts had a negative impact on seedling Vigor Index I and Vigor Index II. Comparing physiological processes in P. minor, like relative electrolyte leakages, essential oil of M. arvensis at concentration 1% + 8% (pre emergence + early post emergence) had the highest levels of 47.16%, followed by the value of 38.86% which was recorded in C. zizanioides at concentration 1% + 8% (pre emergence + early post emergence) and 22.80% reported in M. piperita at concentration 1% + 8% (pre emergence + early post emergence) treated plants. These levels were higher than those in the untreated control (10.13%). Indeed, at higher concentrations of each treatment, grain yield per plant decreased in the range of 7–29% with respect to the untreated control. The data on phytotoxicity rating showed that visible injury symptoms in T. aestivum plants were less severe as compared to the symptoms recorded in A. fatua and P. minor weeds. This is the first in-depth study to show that emulsions of essential oils from P. graveolens, C. zizanioides, and P. patchouli are phytotoxic. It is also the first time that M. arvensis and C. zizanioides have been shown to be pre-emergence bioherbicides in wheat. Hence, our study presents these EOEs as novel candidates of biological origin that can be used in sustainable weed management, especially in organic farming systems.

评估了薄荷、天竺葵、洋甘菊、菊花、广藿香、薄荷等芳香植物的精油乳剂(EOEs)和穿心莲水提取物对问题杂草(如 Avena fatua 和 Phalaris minor)以及作为试验作物的小麦(小麦)的植物毒性活性、2020-2021 年期间,通过实验室生物测定研究,评估了穿心莲水萃取物对问题杂草(如莜麦和小芒萁)以及作为试验作物的小麦(小麦)的影响。通过 GC/GC-MS 分析了精油的化学成分。实验室生物测定结果表明,M. piperita、C. zizanioides、M. arvensis 的 EOEs 和 A. paniculata 的水提取物作为萌芽前生物除草剂,以剂量依赖的方式强烈抑制了受测杂草物种的发芽和幼苗生长,其中 P. minor 和 A. fatua 比 T. aestivum 更为敏感。不同处理的种子萌发率各不相同,T. aestivum、A. fatua 和 P. minor 的萌发率分别为 3.45-48.28%、3.45-100% 和 4.55-90.91%。根据这些结果,通过盆栽培养研究对植物毒性活性最高的这四种处理进行了进一步评估。结果表明,精油乳剂和水提取物处理对幼苗活力指数 I 和活力指数 II 有负面影响。比较小豌豆的生理过程,如相对电解质渗漏,浓度为 1%+8%(出苗前+出苗后初期)的 M. arvensis 精油含量最高,为 47.16%,其次是浓度为 1%+8%(出苗前+出苗后初期)的 C. zizanioides 的 38.86%,以及浓度为 1%+8%(出苗前+出苗后初期)的 M. piperita 的 22.80%。这些水平都高于未处理的对照组(10.13%)。事实上,与未处理的对照组相比,在每种处理浓度较高时,每株植株的谷物产量下降了 7-29%。植物毒性评级数据显示,与 A. fatua 和 P. minor 杂草的症状相比,T. aestivum 植物的可见伤害症状较轻。这是首次深入研究表明,重楼香(P. graveolens)、泽兰(C. zizanioides)和广藿香(P. patchouli)的精油乳液具有植物毒性。这也是第一次证明 M. arvensis 和 C. zizanioides 是小麦萌发前的生物除草剂。因此,我们的研究表明,这些 EOEs 是生物来源的新型候选物质,可用于可持续杂草管理,尤其是在有机耕作系统中。
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引用次数: 0
Wound to survive: mechanical damage suppresses aphid performance on brassica 受伤才能生存:机械损伤抑制了蚜虫在黄花菜上的表现
IF 2 4区 农林科学 Q2 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2024-02-15 DOI: 10.1007/s41348-024-00871-8
Jamin Ali, Mohammad Mukarram, Arzlan Abbas, Md Umar, Peter Fleischer, Heba I. Mohamed

Plants exhibit a remarkable capacity to discern between self-inflicted damage, herbivore attacks, and mechanical harm through pattern recognition, detecting specific signals associated with each type of damage. Mechanical damage significantly influences plant defence responses against herbivorous insects. This study aimed to artificially activate the plant defence system and observe the performance of aphid (Myzus persicae Sulzer) (Hemiptera: Aphididae) and their parasitoid (Diaeretiella rapae M’Intosh) (Hymenoptera: Braconidae) on brassica plants. Mechanically damaged and undamaged plants were subjected to aphid infestation, and various parameters related to aphid and parasitoid performance, including adult survival, fecundity, aphid settlement, and oviposition behavior, were measured. Results revealed that plants with artificial damage exhibited greater resistance to aphids than undamaged plants. In the cage bioassay, there was a notable 17% reduction in aphid larviposition on damaged plants, with no significant impact on adult mortality. The aphid settlement bioassay demonstrated a significant 33% reduction in aphid settlement on damaged plants compared to undamaged ones. Conversely, mechanical damage increased parasitism behavior, leading to a substantial 32% increase in parasitoids’ oviposition preference on damaged plants. These findings highlight the significance of considering mechanical damage as a crucial factor in altering plant–insect interactions. The study suggests that mechanical damage could be a potential tool for plant protection in agricultural settings by significantly suppressing aphid performance and enhancing parasitoid behaviour.

通过模式识别,植物能够辨别自身造成的损害、食草昆虫的攻击和机械伤害,并能检测到与每种损害相关的特定信号。机械伤害会极大地影响植物对食草昆虫的防御反应。本研究旨在人为激活植物防御系统,并观察蚜虫(Myzus persicae Sulzer)(半翅目:蚜科)及其寄生虫(Diaeretiella rapae M'Intosh)(膜翅目:喙科)在黄花菜植物上的表现。对机械损伤和未损伤的植物进行蚜虫侵染,并测量与蚜虫和寄生虫表现有关的各种参数,包括成虫存活率、繁殖力、蚜虫沉降和产卵行为。结果表明,与未受破坏的植物相比,受人工破坏的植物表现出更强的抗蚜性。在笼子生物测定中,受损植物上的蚜虫幼虫数量明显减少了 17%,但对成虫死亡率没有明显影响。蚜虫沉降生物测定表明,与未受损植物相比,受损植物上的蚜虫沉降量明显减少了 33%。相反,机械损伤增加了寄生行为,导致寄生虫在受损植物上的产卵偏好大幅增加 32%。这些发现强调了将机械损伤视为改变植物-昆虫相互作用的关键因素的重要性。研究表明,机械损伤可以显著抑制蚜虫的表现,并增强寄生虫的行为,因此可以成为农业植物保护的潜在工具。
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引用次数: 0
The biocontrol roles of cyclic lipopeptide putisolvin produced from Pseudomonas capeferrum HN2-3 on the Phytophthora blight disease in cucumbers 头孢假单胞菌 HN2-3 产生的环脂肽 putisolvin 对黄瓜疫霉病的生物防治作用
IF 2 4区 农林科学 Q2 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2024-02-14 DOI: 10.1007/s41348-024-00874-5
Jun Sheng, Xiao Qin, Xiao Yang, Qian Liu, Zongwang Ma

In this study, a strain HN2-3 was isolated from a rhizosphere soil sample of Setaria viridis plants. The genome size of the strain HN2-3 was 5,966,659 bp, with a GC content of 62.47%. In addition, the strain HN2-3 contains a 31,784 bp plasmid pHN2-3. The strain HN2-3 was characterized as Pseudomonas capeferrum by the combination of 16S rRNA gene-based phylogenetic analysis and Type (Strain) Genome Server (TYGS). Moreover, the cyclic lipopeptide (CLP) produced from P. capeferrum HN2-3 was isolated and purified from the bacterial supernatant by acid-aided precipitation and high-performance liquid chromatography (HPLC). A purified CLP (1) was characterized as putisolvin by genome mining, bioinformatic analyses, high-resolution mass spectrometry (HR-MS) and high-resolution tandem mass spectrometry (HR-MS/MS). Further in vitro assays showed that 10 and 50 μM putisolvin-treated zoospore suspension of Phytophthora capsici displayed the significant difference on lysis ability of zoospores compared to 1 μM putisolvin-treated zoospores. In addition, planta assay has revealed that only 50 μM putisolvin-treated zoospore suspension of Phytophthora capsici displayed a significant decreasing on Phytophthora blight disease in cucumbers. Overall, this study has indicated that putisolvin produced from P. capeferrum HN2-3 could be developped as a biopesticide for the management of Phytophthora blight disease in cucumbers.

本研究从根瘤菌(Setaria viridis)植物的根瘤土壤样本中分离出了一株菌株 HN2-3。菌株 HN2-3 的基因组大小为 5,966,659 bp,GC 含量为 62.47%。此外,菌株 HN2-3 还含有一个 31,784 bp 的质粒 pHN2-3。通过基于 16S rRNA 基因的系统发育分析和类型(菌株)基因组服务器(TYGS)相结合的方法,HN2-3 菌株被鉴定为头铁假单胞菌(Pseudomonas capeferrum)。此外,通过酸助沉淀和高效液相色谱法(HPLC),从 Capeferrum 假单胞菌 HN2-3 的细菌上清液中分离纯化了其产生的环脂肽(CLP)。通过基因组挖掘、生物信息学分析、高分辨率质谱分析(HR-MS)和高分辨率串联质谱分析(HR-MS/MS),纯化的 CLP(1)被鉴定为 putisolvin。进一步的体外试验表明,10 μM 和 50 μM putisolvin 处理的荚膜真菌虫孢子悬浮液与 1 μM putisolvin 处理的虫孢子悬浮液相比,对虫孢子的裂解能力有显著差异。此外,植物试验表明,只有 50 μM putisolvin 处理的荚膜疫霉动物孢子悬浮液对黄瓜疫霉病有显著的抑制作用。总之,这项研究表明,从荚膜疫霉 HN2-3 中产生的腐霉利可作为一种生物农药用于黄瓜疫霉病的防治。
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引用次数: 0
Evaluation of Bacillus spp. as biocontrol agents against chili leaf spot caused by Xanthomonas vesicatoria 将枯草芽孢杆菌作为生物控制剂防治黄单胞菌引起的辣椒叶斑病的评估
IF 2 4区 农林科学 Q2 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2024-02-14 DOI: 10.1007/s41348-024-00866-5
Sadia Aziz, Saleem Akhtar Jamshed, Tariq Mukhtar, Gulshan Irshad, Shahzada Sohail Ijaz, Muhammad Usman Raja

In this study, we investigated native soil antagonists and the exotic Bacillus thuringiensis (Bt) in their effectiveness against chili bacterial pathogens, specifically Pseudomonas syringae and Xanthomonas vesicatoria. Putative native soil antagonists were isolated through plating heat-shocked (60 °C) serial dilutions on nutrient agar plates. Among these isolates, two (SK, CM) were further characterized based on phenotypic and biochemical traits, revealing gram-positive and catalase-positive characteristics, while being negative for urease, oxidase, and arginine dihydrolase. To evaluate the efficacy of SK, CM, and exotic Bt against P. syringae and X. vesicatoria, a dual culture confrontational assay was conducted. SK, CM, and Bt were found to restrict the growth of X. vesicatoria, not P. syringae. Consequently, further tests were exclusively performed with X. vesicatoria. Chemical compatibility with copper sulfate, topsin M, and sodium benzoate was assessed using the poisoned food technique, revealing inhibitory effects on microbial growth except for topsin M. Antibiotic sensitivity testing (erythromycin, streptomycin, tetracycline, penicillin) of X. vesicatoria, SK, CM, and Bt was carried out using the disk diffusion method. Results indicated a minimum zone of inhibition (0 mm) against penicillin and a maximum (29 mm) against streptomycin. The efficacy of antagonists was also tested in planta using detached leaf and seedling inoculation methods. Pre-inoculating leaves of a susceptible chili cultivar with antagonists and subsequently re-inoculating with X. vesicatoria demonstrated that, except for the positive control, leaves remained asymptomatic after 7 days post-inoculation. A pot experiment involving soil drenching and foliar spray inoculation further confirmed that plants initially treated with antagonists exhibited resistance against subsequent pathogen application compared to the positive control. In conclusion, this pilot study revealed that native putative Bacillus spp. isolates (SK, CM) and commercial exotic Bt have the potential to counteract X. vesicatoria in both local and distant tissues.

在这项研究中,我们调查了本地土壤拮抗剂和外来的苏云金芽孢杆菌(Bt)对辣椒细菌病原体(特别是丁香假单胞菌和黄单胞菌)的有效性。通过在营养琼脂平板上接种热休克(60 °C)系列稀释液,分离出推定的本地土壤拮抗剂。在这些分离物中,有两个(SK、CM)是根据表型和生化特征进一步鉴定的,它们具有革兰氏阳性和过氧化氢酶阳性的特征,而脲酶、氧化酶和精氨酸二水解酶呈阴性。为了评估 SK、CM 和外来 Bt 对 P. syringae 和 X. vesicatoria 的功效,进行了双重培养对抗试验。结果发现 SK、CM 和 Bt 能限制 X. vesicatoria 的生长,而不能限制 P. syringae 的生长。因此,只对 X. vesicatoria 进行了进一步测试。采用盘扩散法对 X. vesicatoria、SK、CM 和 Bt 进行了抗生素敏感性测试(红霉素、链霉素、四环素、青霉素)。结果表明,青霉素的最小抑菌区(0 毫米)和链霉素的最大抑菌区(29 毫米)。还采用离体叶片和幼苗接种法对拮抗剂的功效进行了植物测试。用拮抗剂预先接种易感辣椒品种的叶片,然后再接种 X. vesicatoria,结果表明,除阳性对照外,叶片在接种后 7 天仍无症状。一项涉及土壤淋洗和叶面喷洒接种的盆栽实验进一步证实,与阳性对照相比,最初用拮抗剂处理过的植物对随后的病原体施用具有抗性。总之,这项试验研究表明,本地假定芽孢杆菌属分离物(SK、CM)和外来商业 Bt 有潜力在本地和远距离组织中对抗 X. vesicatoria。
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引用次数: 0
Detecting urban tree canopy using convolutional neural networks with aerial images and LiDAR data 利用卷积神经网络和航空图像及激光雷达数据探测城市树冠
IF 2 4区 农林科学 Q2 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2024-02-13 DOI: 10.1007/s41348-024-00861-w
Hossein Ghiasvand Nanji

The detection of urban tree canopy plays a crucial role in assessing the ecosystem of trees and reducing greenhouse gases in smart cities. This research proposes an intelligent model for detecting tree canopy in urban environments using aerial images and LiDAR data, leveraging convolutional neural networks (CNNs). The proposed models have been trained and evaluated in urban areas with vegetation in Qom city. To accomplish this, three datasets were utilized to train a single model. The first dataset derived from LiDAR data, achieved an accuracy of 88.05% with a loss of 0.341, indicating that the model made correct predictions with a high percentage but had some errors. Similarly, in the second dataset utilizing aerial image data, the algorithm achieved a higher accuracy of 90.04% with a lower loss of 0.298, suggesting improved performance with fewer mistakes. Lastly, in the third dataset, which incorporated data derived from both LiDAR and aerial images, the algorithm achieved an even higher accuracy of 91.05% with a lower loss of 0.276, indicating further enhancement in prediction accuracy and reduced errors. On the other hand, the third model demonstrates an average value of 94%, 83.1%, and 78.9% for completeness, correctness, and quality, respectively, in identifying tree canopies. Completeness pertains to the CNN's precision in detecting and extracting pertinent features from the input data, while correctness relates to the accuracy of the CNN's predictions. Furthermore, quality encompasses the overall performance and dependability of the model. This indicates that the integration of aerial images and digital surface model (DSM) data acquired from LiDAR, along with the utilization of convolutional Neural Networks (CNNs), enhances the outcomes compared to alternative models.

城市树冠的检测在评估树木生态系统和减少智能城市温室气体排放方面起着至关重要的作用。本研究利用卷积神经网络(CNN),提出了一种利用航空图像和激光雷达数据检测城市环境中树冠的智能模型。提出的模型已在库姆市植被覆盖的城区进行了训练和评估。为此,我们使用了三个数据集来训练一个模型。第一个数据集来自激光雷达数据,准确率为 88.05%,损失为 0.341,表明该模型的预测正确率较高,但也存在一些误差。同样,在第二个利用航空图像数据的数据集中,该算法的准确率达到了 90.04%,损失为 0.298,表明该算法的性能有所提高,错误减少。最后,在同时包含激光雷达和航空图像数据的第三个数据集中,该算法的准确率更高,达到 91.05%,损失更低,为 0.276,表明预测准确率进一步提高,错误减少。另一方面,第三个模型在识别树冠的完整性、正确性和质量方面的平均值分别为 94%、83.1% 和 78.9%。完整性与 CNN 从输入数据中检测和提取相关特征的精确度有关,而正确性则与 CNN 预测的准确性有关。此外,质量还包括模型的整体性能和可靠性。这表明,与其他模型相比,整合从激光雷达获取的航空图像和数字地表模型(DSM)数据并利用卷积神经网络(CNN)可提高结果。
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引用次数: 0
The management of grapevine downy mildew: from anti-resistance strategies to innovative approaches for fungicide resistance monitoring 葡萄霜霉病的管理:从抗药性战略到杀菌剂抗药性监测的创新方法
IF 2 4区 农林科学 Q2 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2024-02-10 DOI: 10.1007/s41348-024-00867-4
Silvia Laura Toffolatti, Beatrice Lecchi, Giuliana Maddalena, Demetrio Marcianò, Milda Stuknytė, Stefania Arioli, Diego Mora, Piero Attilio Bianco, Paolo Borsa, Mauro Coatti, Maya Waldner-Zulauf, Lorenzo Borghi, Stefano FF Torriani

Efficient grapevine downy mildew control necessitates the implementation of anti-resistance strategies to ensure the ongoing efficacy of available substances and optimal disease control. With the gradual disappearance of multi-site fungicides from the market, reliance on single-site fungicides poses a long-term risk of selecting strains resistant to multiple modes of action. Challenges in disease management encompass selecting optimal spray programs and monitoring field population sensitivity. This study evaluated the efficacy of anti-resistance strategies, including two single-site fungicides (mandipropamid and oxathiapiprolin), on disease control and fungicide sensitivity through a combination of field trials and laboratory tests for the biological and molecular characterization of the pathogen populations over a three-year period (2019–2021). Mandipropamid, a cellulose synthase inhibitor, is used since a long time for downy mildew control, while oxathiapiprolin, an OxySterol Binding Protein homologue Inhibitor, was introduced recently. Field trials demonstrated effective disease control, even in the presence of mandipropamid-resistant strains (with G1105S/V mutations in PvCesA3) and revealed a pronounced selection and spread of resistance to both fungicides in the vineyard where disease pressure was higher. Characterizing pathogen strains remained a significant obstacle in sensitivity monitoring, hindering precise determination of resistance frequencies related to fungicide programs. Traditional techniques, in fact, lack the resolution required for high-throughput isolation and characterization of resistant individuals. To address this challenge, we propose utilizing flow cytometry and fluorescence-activated cell sorting on field sporangia populations, a method able to determine both the number of resistant isolates and isolate pathogen strains in a single assay.

要有效控制葡萄霜霉病,就必须实施抗药性战略,以确保现有药物的持续效力和最佳病害控制效果。随着多杀菌位点杀菌剂在市场上逐渐消失,依赖单杀菌位点杀菌剂会带来对多种作用模式产生抗性的菌株的长期风险。病害管理面临的挑战包括选择最佳喷洒方案和监测田间种群敏感性。本研究通过田间试验和实验室测试相结合的方式,对病原体种群的生物和分子特征进行了为期三年(2019-2021 年)的研究,评估了抗耐药性策略(包括两种单点杀菌剂(曼地丙酰胺和oxathiapiprolin))对病害控制和杀菌剂敏感性的效果。长期以来,纤维素合成酶抑制剂曼地丙胺一直被用于霜霉病的防治,而 Oxathiapiprolin 是一种 OxySterol 结合蛋白同源物抑制剂,最近才被引入。田间试验表明,即使存在曼地丙胺抗性菌株(PvCesA3 中有 G1105S/V 突变),也能有效控制病害,并发现在病害压力较大的葡萄园中,对这两种杀菌剂的抗性都有明显的选择和传播。病原体菌株的特征描述仍然是敏感性监测的一大障碍,妨碍了与杀菌剂计划相关的抗性频率的精确测定。事实上,传统技术缺乏高通量分离和鉴定抗性个体所需的分辨率。为了应对这一挑战,我们建议在田间孢子种群中使用流式细胞仪和荧光激活细胞分选法,这种方法能够在一次检测中确定抗性分离株的数量和分离病原菌株。
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引用次数: 0
Biocontrol potential of native Algerian bacteria isolated from greenhouses against Botrytis cinerea and Oidium neolycopersici on tomato 从温室中分离出的阿尔及利亚本地细菌对西红柿上的灰霉病菌和新溶菌Oidium的生物防治潜力
IF 2 4区 农林科学 Q2 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2024-02-09 DOI: 10.1007/s41348-024-00865-6
Abdelhamid Foughalia, Mourad Hamiroune, Charlotte Chandeysson, Jean-François Bourgeay, Magali Duffaud, Marc Bardin, Philippe C. Nicot, Kamel Aissat

Botrytis cinerea and Oidium neolycopersici represent two of the key fungal pathogens of tomato. In this study, 142 isolates were screened for their biocontrol potential against these pathogens. They were initially isolated from rhizospheric and from non-rhizospheric soil samples collected near healthy tomato plants grown in unheated greenhouses showing severe epidemics of grey mould in the Jijel region of Algeria. All the isolates were tested in vitro against B. cinerea using dual culture assays, and a subsample of 40 isolates (20 rhizospheric isolates and 20 non-rhizospheric isolates) was retained. The antagonistic effect of these candidates on spore germination of B. cinerea and their effect against O. neolycopersici and B. cinerea on tomato plants were then evaluated. The dual culture assays showed that non-rhizospheric bacteria were significantly more effective than rhizospheric bacteria in inhibiting the mycelial growth of B. cinerea. In planta, however, rhizospheric isolates showed significantly higher protective levels. This protective effect was significantly correlated to the ability of bacterial isolates to inhibit spore germination of B. cinerea. Taken together, these results allowed us to retain seven isolates with over 90% of efficacy against B. cinerea. These isolates were also able to protect tomato plants against O. neolycopersici, and they were identified as, P. argentinensis (SJ2), Serratia marcescens (SJ11), Pseudomonas lactis (SJ55), Pseudomonas veronii (RSAB3), Stenotrophomonas maltophilia (RTB17), Bacillus subtilis (SA14) and Bacillus toyonensis (SA87). This study showed promising results that could be exploited for a potential application of bacterial-based biocontrol agents efficient against both B. cinerea and O. neolycopersici.

番茄灰霉病菌(Botrytis cinerea)和新褐斑病菌(Oidium neolycopersici)是番茄的两种主要真菌病原体。在这项研究中,对 142 个分离物进行了筛选,以确定它们对这些病原体的生物防治潜力。这些分离物最初是从阿尔及利亚吉杰勒(Jijel)地区在灰霉病严重流行的无暖气温室中生长的健康番茄植株附近采集的根茎层和非根茎层土壤样本中分离出来的。采用双重培养法对所有分离物进行了抗灰霉病菌的体外测试,并保留了 40 个分离物的子样本(20 个根瘤菌分离物和 20 个非根瘤菌分离物)。然后评估了这些候选分离物对 B. cinerea 孢子萌发的拮抗作用,以及它们对番茄植株上的 O. neolycopersici 和 B. cinerea 的作用。双重培养试验表明,非根瘤菌抑制 B. cinerea 菌丝生长的效果明显优于根瘤菌。然而,在植物体内,根瘤菌分离物的保护水平明显更高。这种保护作用与细菌分离物抑制银环孢菌孢子萌发的能力明显相关。综合这些结果,我们保留了 7 个对赤霉病菌的效力超过 90% 的分离物。这些分离菌株也能保护番茄植株免受新溶血性球孢菌的侵害,它们分别是:阿根廷假丝酵母菌(SJ2)、大豆沙雷氏菌(SJ11)、乳酸假单胞菌(SJ55)、维罗尼假单胞菌(RSAB3)、嗜麦芽血单胞菌(RTB17)、枯草芽孢杆菌(SA14)和丰产芽孢杆菌(SA87)。这项研究显示,基于细菌的生物防治剂可有效防治 B. cinerea 和 O. neolycopersici。
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引用次数: 0
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Journal of Plant Diseases and Protection
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