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Fungi associated with fine roots of Fraxinus excelsior affected by ash dieback detected by next-generation sequencing 利用新一代测序技术检测与受白蜡树枯死影响的梣树细根相关的真菌
IF 2 4区 农林科学 Q2 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2024-05-04 DOI: 10.1007/s41348-024-00923-z
Ludmila Lysenko, Erik Griem, Patrick Wagener, Ewald Johannes Langer

The decline of European ash by dieback caused by Hymenoscyphus fraxineus together with stem collar necroses and rots caused by various fungi has been investigated intensively during the last years. Nevertheless, hitherto nearly nothing is known about the species diversity of the fungal rhizobiome of ash trees. Here we investigated the fine roots of affected ash trees on 15 sampling sites in 6 federal countries of Germany. Fine-root samples have been treated in three different sample regimes each as root-adhering soil, unsterilized fine roots and sterilized fine roots. The samples of trees in sampling sites were pooled to get an overview of the species-richness in the area. The next-generation sequencing platform Oxford Nanopore MinION was used to sequence the entire ITS of pooled probes. Most abundant phyla in all samples were the Basidiomycota and Ascomycota. Species richness in sterilized roots was significantly different from unsterilized roots and root-adhering soil. Surprisingly most abundant genera in sterilized roots were the genera Mycena, Mycenella and Delicatula, all of them agaricoids with saprophytic lifestyle. Eleven genera of Glomeromycota have been detected in various abundances, whereas the detection of H. fraxineus was neglectable.

过去几年,人们一直在深入研究欧洲白蜡树的衰退问题,这种衰退是由白蜡蓑蛾(Hymenoscyphus fraxineus)引起的枯萎病以及由各种真菌引起的茎领坏死和腐烂病造成的。然而,迄今为止,人们对白蜡树真菌根生物群的物种多样性几乎一无所知。在这里,我们在德国 6 个联邦国家的 15 个采样点调查了受影响白蜡树的细根。细根样本分别按照根系附着土壤、未灭菌细根和灭菌细根三种不同的取样方法进行处理。采样点的树木样本被集中起来,以了解该地区物种丰富程度的总体情况。使用牛津纳米孔 MinION 下一代测序平台对汇集探针的整个 ITS 进行测序。所有样本中最丰富的门类是基生菌纲(Basidiomycota)和子囊菌纲(Ascomycota)。灭菌根中的物种丰富度与未灭菌根和根附着土壤中的物种丰富度有显著差异。令人惊讶的是,灭菌根中最丰富的菌属是真菌属、真菌属和 Delicatula 属,它们都是姬松茸类,具有吸食性生活方式。共检测到 11 个不同数量的团菌属,而 H. fraxineus 的检出率很低。
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引用次数: 0
Ability of Allophylus africanus (Sapindaceae) extracts and Azadirachta indica (Meliaceae) seed oil to protect maize against Sitophilus zeamais Motschulsky, 1855 (Coleoptera: Curculionidae) simulating farmer storage condition Allophylus africanus(无患子科)提取物和 Azadirachta indica(楝科)种子油在模拟农民储藏条件下保护玉米免受嗜坐螨 Motschulsky, 1855(鞘翅目:蛀虫科)侵害的能力
IF 2 4区 农林科学 Q2 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2024-04-28 DOI: 10.1007/s41348-024-00919-9
Katamssadan H. Tofel, Dringalt Gaza, Gabriel T. Fotso, Wini J. Goudoungou, Cornel Adler, Elias N. Nukenine

The weevil, Sitophilus zeamais Motschulsky (Coleoptera: Curculionidae) is the most important pest of stored maize worldwide. Experiments were carried out to evaluate the efficacy of Allophylus africanus P. Beauv (Sapindaceae) leaf extracts and Azadirachta indica A. Juss (Meliaceae) seed oil against S. zeamais under farmer storage conditions at the concentrations of 2.5, 5, 7.5, and 10 g/kg of maize. Each concentration is divided into two sets and wrapped in cotton then placed at two different places in 1 kg bag of maize. Maize bags were placed in 5 L containers and 40 adult insects were released inside and covered with a muslin cloth. Adult mortality, progeny inhibition and damage reduction were assessed. The obtained results showed that these tested extracts caused significant mortality to S. zeamais adults. Mortality % recorded 3.33%, 00.00%, 00.00% and 5.88% with neem oil, the methanol, acetone, and hexane extract of A. africanus at the concentration of 10 g/kg after one day post-infestation. Within 12 days of exposure, at the lowest concentration (2.5 g/kg), neem oil, methanol, acetone, and hexane extract caused 76.92%, 100%, 100% and 100% mortality, respectively. At the concentration of 10 g/kg, all the tested extracts completely inhibited F1 progeny production, respectively. Moreover, these extracts reduced the grain damage and weight losses caused by weevils on maize. Considering the wide availability of A. africanus and neem trees, the application of extracts from both plants could be recommended as phytopesticides against maize weevils under storage conditions.

象鼻虫,Sitophilus zeamais Motschulsky(鞘翅目:卷须科)是全世界储存玉米的最重要害虫。实验评估了 Allophylus africanus P. Beauv(无患子科)叶提取物和 Azadirachta indica A. Juss(甜菜科)种子油在农户贮藏条件下以每公斤玉米 2.5、5、7.5 和 10 克的浓度防治玉米象鼻虫的效果。每种浓度分为两组,用棉花包裹后分别放在 1 公斤玉米袋的两个不同位置。将玉米袋放入 5 L 的容器中,在容器内释放 40 只成虫,并用薄纱覆盖。对成虫死亡率、后代抑制率和危害降低率进行了评估。结果表明,这些测试提取物对玉米螟成虫有显著的杀伤作用。楝树油、甲醇、丙酮和正己烷提取物的浓度为 10 克/千克,感染后一天,死亡率分别为 3.33%、00.00%、00.00% 和 5.88%。暴露 12 天内,在最低浓度(2.5 克/千克)下,印楝油、甲醇、丙酮和正己烷提取物分别导致 76.92%、100%、100% 和 100%的死亡率。浓度为 10 克/千克时,所有测试提取物分别完全抑制了 F1 后代的产生。此外,这些提取物还减少了象鼻虫对玉米造成的谷粒损害和重量损失。考虑到非洲象鼻虫和印楝树的广泛存在,建议在贮藏条件下应用这两种植物的提取物作为植物杀虫剂来防治玉米象鼻虫。
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引用次数: 0
Rapid identification of Ips sexdentatus (Boerner, 1766) (Curculionidae) from adults and frass with real-time PCR based on probe technology 利用基于探针技术的实时 PCR 技术从成虫和虫粪中快速鉴定 Ips sexdentatus (Boerner, 1766) (Curculionidae)
IF 2 4区 农林科学 Q2 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2024-04-27 DOI: 10.1007/s41348-024-00902-4
D. Rizzo, C. G. Zubieta, M. Carli, A. Marrucci, C. Ranaldi, B. Palmigiano, L. Bartolini, F. Pennacchio, M. Bracalini, A. P. Garonna, T. Panzavolta, M. Moriconi

A molecular tool has been developed for the molecular identification of Ips sexdentatus (Börner 1776) (Coleoptera Curculionidae Scolytidae), the well-known six thooted bark beetle, widely distributed in Eurasia, where it infests several species of the genus Pinus and occasionally a few conifer species of the genera Abies, Larix and Picea. The developed test can be useful both in countries where I. sexdentatus is handled as a quarantine species and, to greater reason, in Europe to discriminate biological traces of this commonly found beetle from those produced by regulated pests. The protocol is based on real-time PCR with TaqMan probe technology and has been developed on whole insect bodies (adults) as well as on artificial frass contaminated by DNA of the beetle. The molecular test developed here for both direct and indirect identification of I. sexdentatus has proven effective in terms of analytical specificity, analytical sensitivity, reliability and reproducibility. The recommended protocol is a practical diagnostic tool allowing a rapid identification of the six toothed bark beetle in the presence of any biological trace of other xylophagous pests collected at points of entry during phytosanitary surveys.

我们开发了一种分子鉴定工具,用于鉴定 Ips sexdentatus (Börner 1776) (Coleoptera Curculionidae Scolytidae) 这种著名的六齿树皮甲虫。所开发的检测方法既适用于将 I. sexdentatus 作为检疫物种处理的国家,也适用于欧洲国家,以区分这种常见甲虫的生物痕迹和受管制害虫的生物痕迹。该方案基于采用 TaqMan 探针技术的实时 PCR,并已在整个昆虫尸体(成虫)和受甲虫 DNA 污染的人工碎屑上进行了开发。这里开发的直接和间接鉴定 I. sexdentatus 的分子检测方法在分析特异性、分析灵敏度、可靠性和重现性方面都被证明是有效的。推荐的方案是一种实用的诊断工具,可在植物检疫调查期间,在入境点收集到其他食木质害虫的生物痕迹时,快速鉴定六齿树皮甲虫。
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引用次数: 0
Investigation of pistachio beetle pests and their parasitoids in Tunisia based on molecular identification, with two new records for Tunisian entomofauna 基于分子鉴定的突尼斯开心果甲虫害虫及其寄生虫调查,以及突尼斯昆虫动物群的两项新记录
IF 2 4区 农林科学 Q2 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2024-04-20 DOI: 10.1007/s41348-024-00918-w
Karama Hadj Taieb, Houda Gharsallah, Ines Ksentini, Andreas Leclerque, Ikram Medhioub, Haifa Ben Gharsa, Christina Schuster, Mohamed Ali Triki, Mohieddine Ksantini

Pistachio cultivations are damaged by many pests such as beetles including several species that had a wide expansion due to climate change. We investigated the biodiversity of pistachio beetles and their parasitoids based on a barcoding approach. The trapping and rearing of insects present in pistachio branches showed the presence of seven species. These insects were identified using two molecular markers, the mitochondrial cytochrome oxidase I (COI) and the region (D2–D3) of the 28S gene of the nuclear ribosomal RNA operon. The obtained sequences allowed the identification of five species with an identity ≥ 97%. However, for the other two species, sequence identity did not exceed 93% and consequently their identification was limited to the genus level. Our results showed that pistachio trees are attacked by four species of beetles, namely Chaetoptelius vestitus (Mulsant & Rey, 1861) (Coleoptera, Curculionidae), Carphoborus perrisi (Chapuis, 1869) (Coleoptera, Curculionidae), Phoracantha semipunctata (Fabricius, 1775) (Coleoptera, Cerambycidae) and Sinoxylon sp. (Coleoptera, Bostrichidae). These beetles are parasitized by three identified species: Doryctes leucogaster (Nees, 1834) (Hymenoptera, Braconidae), Cheiropachus quadrum (Fabricius, 1787) (Hymenoptera, Pteromalidae) and Ecphylus sp. (Hymenoptera, Braconidae). This study is the first to record the species C. perrisi and D. leucogaster in Tunisia.

开心果栽培受到许多害虫(如甲虫)的破坏,其中包括几个因气候变化而大面积扩展的物种。我们采用条形码方法调查了开心果甲虫及其寄生虫的生物多样性。通过诱捕和饲养开心果树枝上的昆虫,我们发现了 7 个物种。利用线粒体细胞色素氧化酶 I(COI)和核核糖体 RNA 操作子 28S 基因区域(D2-D3)这两个分子标记对这些昆虫进行了鉴定。所获得的序列可以鉴定出 5 个物种,其同一性≥ 97%。然而,另外两个物种的序列同一性不超过 93%,因此其鉴定仅限于属一级。我们的研究结果表明,阿月浑子树受到四种甲虫的侵袭,它们分别是:Chaetoptelius vestitus (Mulsant & Rey, 1861) (鞘翅目,蝼蛄科)、Carphoborus perrisi (Chapuis, 1869) (鞘翅目,蝼蛄科)、Phoracantha semipunctata (Fabricius, 1775) (鞘翅目,角蝇科)和 Sinoxylon sp.(leoptera,Bostrichidae)。这些甲虫寄生于三个已确定的物种:Doryctes leucogaster (Nees, 1834) (Hymenoptera, Braconidae), Cheiropachus quadrum (Fabricius, 1787) (Hymenoptera, Pteromalidae) 和 Ecphylus sp. (Hymenoptera, Braconidae)。本研究首次记录了突尼斯的 C. perrisi 和 D. leucogaster。
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引用次数: 0
Comparison of yellow sticky trap traits and placement for monitoring Anthonomus eugenii (Coleoptera: Curculionidae) adults in outdoor peppers (Capsicum spp.) 比较用于监测室外辣椒(辣椒属)中食虫蚁(鞘翅目:蛀虫科)成虫的黄色粘性诱捕器特性和放置位置
IF 2 4区 农林科学 Q2 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2024-04-18 DOI: 10.1007/s41348-024-00917-x
Walter Arturo Rubio-Aragón, Jorge Alberto Edeza-Urías, Azareel Angulo-Castro, María Alejandra Payán-Arzapalo, Jesús Enrique Retes-Manjarrez, Guillermo Gómez-González, Edgardo Cortez-Mondaca, Carlos Alfonso López-Orona

Opportune detection of Anthonomus eugenii is a fundamental aspect of any management program to this pest. Yellow traps are the most common monitoring strategy, and its efficacy is related with the trap design and placement within crops. However, there’s limited information on this. Two outdoor experiments were performed to determine the efficiency of traps with six different shapes (circle, square, diamond, ellipse, rectangle, and triangle) and seven frame colors (yellow, dark green, black, red, white, purple, and blue); seven to the traps placement at four orientations (North, South, East and West), five aside distances from the bed center (0, 20, 40, 60 and 80 cm aside to the inter-bed space) and six heights (0, 20, 40, 60, 80 and100 cm) on A. eugenii adults. There wasn’t significant difference among shapes and orientations. Traps with yellow, dark green and black frames had the highest number of insects. For the aside distance, the plots were categorized according to their width as narrow (54–65 cm) and wide (71–81 cm), the highest insects caught was exhibited on traps at 0–20 and 0–40 cm, respectively. Regarding the traps height, they were classified according to their height as short (62–64 cm), medium (78–82 cm) and tall (90–92 cm), the highest insects caught was exhibited on traps at 20–40, 40–60, and 40–80 cm, respectively. Regression analyzes indicate that catches decrease as the traps are installed into the inter-bed space and above the canopy. This study provides novel information to improve outdoor programs to monitor A. eugenii.

及时发现虫害是任何虫害管理计划的基本要素。黄色诱捕器是最常用的监测策略,其效果与诱捕器的设计和在作物中的放置有关。然而,这方面的信息很有限。我们进行了两次室外实验,以确定六种不同形状(圆形、正方形、菱形、椭圆形、矩形和三角形)和七种框架颜色(黄色、深绿色、黑色、红色、白色、紫色和蓝色)的诱捕器;四种方向(北、南、东和西)、五种离床中心的距离(离床间距 0、20、40、60 和 80 厘米)和六种高度(0、20、40、60、80 和 100 厘米)的诱捕器对 A. eugenii 成虫的效率。不同形状和方向的诱捕器之间没有明显差异。黄色、深绿色和黑色框架的诱捕器昆虫数量最多。在预留距离方面,根据地块的宽度将其分为窄(54-65 厘米)和宽(71-81 厘米),0-20 厘米和 0-40 厘米处的诱捕器捕获的昆虫数最多。在诱捕器高度方面,根据高度分为矮(62-64 厘米)、中(78-82 厘米)和高(90-92 厘米),捕获量最高的诱捕器分别位于 20-40、40-60 和 40-80 厘米处。回归分析表明,当诱捕器安装在床间空间和树冠上方时,捕获量会减少。这项研究提供了新的信息,有助于改进户外监测八角金盘虫的计划。
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引用次数: 0
Fluopicolide is a selective inhibitor of V-ATPase in oomycetes 氟啶酰菌胺是一种选择性的卵菌 V-ATP 酶抑制剂
IF 2 4区 农林科学 Q2 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2024-04-17 DOI: 10.1007/s41348-024-00908-y
Stephane Peyrard, Luigi Di Vietro, Bernd Essigmann, Jochen Kleemann, Pierrick Gautier, Melissande Raphat, Benedicte Cirer, Sabine Jansen, Sarah Cosaert-Scherer, Daniela Portz, Andreas Mehl, Emilia Hilz

Fungicide resistance to crop protection products is a critical sustainability issue in modern agriculture that requires constant monitoring of the field situation considering different environmental conditions and agricultural practices. Regulation strategies based on resistance risk ranking of both pathogen and active compound, underpinned by fast and broad field monitoring, shall result in recommendations for suitable practices with the aim to stabilize or even to restore the sensitivity situation. Alternating and mixing various products according to their modes of action belong to the most common and the most efficient mitigation methods. Though, these resistance management measures can be implemented best when precise knowledge of both the molecular target and the cell biology of the pathogen as well as of the resistance mechanism is acknowledged. To this end, we have investigated the molecular target and cellular effects of fluopicolide, one of the most effective Oomyceticides in the market. By combining data of genomic analysis of resistant field isolates of Plasmopara viticola and Phytophthora infestans with UV-mutagenized strains of P. infestans, we identified the enzyme vacuolar H+-ATPase as the target protein. Biochemical assays confirmed that fluopicolide inhibits specifically Oomycetes targets and has no residual activity on true fungi or insect orthologs.

作物保护产品的杀真菌剂抗药性是现代农业中一个关键的可持续发展问题,需要根据不同的环境条件和农业实践对田间情况进行持续监测。基于病原体和活性化合物抗药性风险等级的监管策略,在快速、广泛的田间监测的基础上,应能推荐合适的做法,以稳定甚至恢复敏感状况。根据作用模式交替使用和混合使用各种产品是最常见、最有效的缓解方法。不过,要实施这些抗性管理措施,必须对病原体的分子靶标和细胞生物学以及抗性机理有精确的了解。为此,我们研究了市场上最有效的杀卵菌剂之一氟啶酰菌胺的分子靶标和细胞效应。通过对 Plasmopara viticola 和 Phytophthora infestans 的抗性田间分离株与紫外线诱变的 P. infestans 菌株进行基因组分析,我们确定了液泡 H+-ATPase 酶为靶蛋白。生化试验证实,氟啶酰菌胺专门抑制卵菌靶标,对真菌或昆虫同源物没有残留活性。
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引用次数: 0
Hidden treasures—historical specimens from the late blight pandemic discovered in the Herbarium of the State Museum of Natural History Karlsruhe 隐藏的宝藏--卡尔斯鲁厄州立自然历史博物馆标本室发现的晚疫病大流行历史标本
IF 2 4区 农林科学 Q2 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2024-04-15 DOI: 10.1007/s41348-024-00907-z
Max Wieners, Marco Thines, Markus Scholler

Phytophthora infestans (Peronosporaceae, Oomycota) is the causal agent of late blight of potato (Solanum tuberosum) and a native to Central America. When introduced to Europe, it rapidly spread in 1845, triggering the Irish Potato Famine, which claimed millions of lives and led to an exodus of Europeans to North America. The spread of the species was recently traced using historical specimens from various herbaria. However, there are critical spatial and temporal gaps in the documentation of the early spread of the species. Within the framework of a digitalization and restoration project of the mid-nineteenth century fungus collections of the herbarium of the State Museum of Natural History Karlsruhe, several specimens of Phytophthora infestans from North-East Germany collected in 1853, 1855 and 1856 were discovered. In addition, we revised already deposited material and identified a specimen of Ph. infestans that was collected no later than 1852. These specimens are among the oldest from Central Europe and are now available to the scientific public. Further, we searched for thus far overlooked specimens, using online catalogues. We found specimens from 23 European countries, with the oldest material from western Europe and almost no data from eastern Europe, south-eastern Europe and southern Europe. Our results emphasize the need for archiving and digitizing natural history collections in order to document the historical spread of agricultural and forest pathogens and to better understand current-day epidemic spreads.

Phytophthora infestans(Peronosporaceae,Oomycota)是马铃薯(Solanum tuberosum)晚疫病的病原菌,原产于中美洲。该病菌传入欧洲后,于1845年迅速蔓延,引发了爱尔兰马铃薯大饥荒,夺去了数百万人的生命,并导致欧洲人逃往北美。最近,人们利用不同标本馆的历史标本对该物种的传播进行了追踪。然而,关于该物种早期传播的文献资料在空间和时间上都存在重大空白。在卡尔斯鲁厄州立自然历史博物馆标本馆 19 世纪中期真菌收藏的数字化和修复项目框架内,我们发现了 1853 年、1855 年和 1856 年从德国东北部采集的几份 Phytophthora infestans 标本。此外,我们还对已经保存的材料进行了修订,并确定了一个不晚于 1852 年采集的 Ph. infestans 标本。这些标本是中欧最古老的标本之一,现在已向科学界公布。此外,我们还利用在线目录搜索了迄今为止被忽视的标本。我们发现了来自 23 个欧洲国家的标本,其中最古老的材料来自西欧,而来自东欧、东南欧和南欧的数据几乎为零。我们的研究结果强调了对自然历史藏品进行归档和数字化的必要性,以便记录农业和森林病原体的历史传播,并更好地了解当今流行病的传播情况。
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引用次数: 0
The fungal predominance in stem collar necroses of Fraxinus excelsior: a study on Hymenoscyphus fraxineus multilocus genotypes 梣树茎颈坏死中的主要真菌:对梣树多焦点基因型的研究
IF 2 4区 农林科学 Q2 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2024-04-15 DOI: 10.1007/s41348-024-00912-2
Sandra Peters, Nina Gruschwitz, Steffen Bien, Sebastian Fuchs, Ben Bubner, Viktoria Blunk, Gitta Jutta Langer, Ewald Johannes Langer

Over the past decades, European ash trees in Germany have been affected by ash dieback, reducing their vigour and mechanical resistance. Those trees that also have stem collar necroses and the resulting stem rot are particularly affected. In this study, multilocus genotypes (MLGs) of Hymenoscyphus fraxineus and their interactions with other fungi from stem collar necroses were analysed. Ten ash trees from three different adjacent forest stands in central Germany were sampled. A total number of 716 isolates were obtained from stem collar necroses from these ten trees. Microsatellite analysis was successfully performed on 274 isolates identified as H. fraxineus and 26 MLGs were revealed. The number of MLGs varied from one to seven per tree and did not correspond to the number or severity of necroses. A striking result was that five of the MLGs occurred in two trees. All other MLGs occurred independently in only one tree, as expected. Our data show that when multiple MLGs were observed in a tree, one of the MLGs outnumbered the others, indicating that H. fraxineus is a primary coloniser of stem collar necroses. A total of 61 morphotypes, including H. fraxineus, were identified and discussed, comprising endophytic, saprotrophic and pathogenic fungi. Between five and 19 different fungi were found per stem collar necrosis. The majority of all isolated morphotypes were Ascomycota (82%), with the most common orders being Xylariales and Hypocreales. The most frequently isolated morphotypes, apart from H. fraxineus, were Armillaria sp. and Diplodia fraxini. Together they account for more than three quarters of all assigned isolations. Apart from H. fraxineus, only Diplodia fraxini was isolated from all ten trees.

在过去几十年里,德国的欧洲白蜡树受到白蜡枯病的影响,活力和机械抗性都有所下降。那些同时患有茎领坏死和茎腐病的树木受到的影响尤为严重。本研究分析了茎颈坏死菌的多聚焦基因型(MLGs)及其与其他真菌的相互作用。研究人员从德国中部三个不同的相邻林分中抽取了 10 棵白蜡树的样本。从这十棵树的茎颈坏死处共获得了 716 个分离物。成功地对 274 个被鉴定为 H. fraxineus 的分离株进行了微卫星分析,发现了 26 个 MLGs。每棵树的多基因群数量从 1 个到 7 个不等,与坏死的数量和严重程度并不一致。一个引人注目的结果是,有五种多基因群出现在两棵树上。正如预期的那样,所有其他多发性坏死只在一棵树上独立发生。我们的数据表明,当在一棵树上观察到多个多基因群时,其中一个多基因群的数量要多于其他多基因群,这表明弗莱克斯菌是茎颈坏死的主要定殖者。包括 H. fraxineus 在内,共鉴定和讨论了 61 种形态,包括内生真菌、嗜渍真菌和病原真菌。每个茎铤坏死处发现了 5 到 19 种不同的真菌。在所有分离出的形态类型中,大多数是子囊菌目(82%),最常见的菌目是木霉菌纲(Xylariales)和下木霉菌纲(Hypocreales)。除 H. fraxineus 外,最常见的分离形态是 Armillaria sp.和 Diplodia fraxini。它们共占所有指定分离菌株的四分之三以上。除了 H. fraxineus 外,只有 Diplodia fraxini 从所有 10 棵树上都分离到了。
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引用次数: 0
LWDN: lightweight DenseNet model for plant disease diagnosis LWDN:用于植物病害诊断的轻量级密集网模型
IF 2 4区 农林科学 Q2 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2024-04-12 DOI: 10.1007/s41348-024-00915-z
Akshay Dheeraj, Satish Chand

Plant disease diagnosis in smart agriculture is a crucial issue that carries substantial economic significance on a global scale. To address this challenge, intelligent and smart agricultural solutions are currently being developed to assist farmers in implementing preventive measures to increase crop production. As deep learning technology continues to evolve, many convolutional neural network (CNN) models have emerged as highly effective for detecting plant leaf diseases. These CNN-based models require heavy computation and processing cost. So, this paper develops a new lightweight deep convolutional neural network named lightweight DenseNet (LWDN) for detection of plant leaf disease for agricultural applications. Based on the DenseNet121 architecture, the presented model comprises pruned and concatenated architecture of DenseNet121. The presented study involved training and testing a proposed model (LWDN) on the PlantVillage dataset to acquire a knowledge of plant disease features. The model was trained using a combination of partial layer freezing, transfer learning, and feature fusion techniques. Out of several models experimented with, the proposed model has 99.37% classification accuracy, a model size of 13.8 MB, with 1.5 M parameters. The proposed model has 93% fewer parameters than InceptionV3 and Xception and 90% and 50% fewer parameters compared to VGG16 and MobileNetV2, respectively. Furthermore, the proposed method has superior diagnostic capabilities compared to several prior studies and larger state-of-the-art models utilizing plant leaf images. The compact size and competitive accuracy of the LWDN model render it appropriate for real-time plant diagnosis on portable and mobile devices with restricted computational resources.

智能农业中的植物病害诊断是一个至关重要的问题,在全球范围内具有重大的经济意义。为了应对这一挑战,目前正在开发智能化的智慧农业解决方案,以帮助农民实施预防措施,提高作物产量。随着深度学习技术的不断发展,许多卷积神经网络(CNN)模型已成为检测植物叶片病害的高效工具。这些基于卷积神经网络的模型需要大量的计算和处理成本。因此,本文开发了一种新的轻量级深度卷积神经网络,命名为轻量级 DenseNet(LWDN),用于检测农业应用中的植物叶片病害。该模型基于 DenseNet121 架构,由 DenseNet121 的剪枝和连接架构组成。本研究包括在 PlantVillage 数据集上训练和测试所提出的模型(LWDN),以获得植物病害特征的知识。模型的训练结合了部分层冻结、迁移学习和特征融合技术。在多个实验模型中,所提出的模型分类准确率为 99.37%,模型大小为 13.8 MB,参数为 1.5 M。与 InceptionV3 和 Xception 相比,提出的模型减少了 93% 的参数,与 VGG16 和 MobileNetV2 相比,分别减少了 90% 和 50% 的参数。此外,与之前的几项研究和利用植物叶片图像的大型先进模型相比,所提出的方法具有更强的诊断能力。LWDN 模型体积小巧,精确度高,适合在计算资源有限的便携式和移动设备上进行实时植物诊断。
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引用次数: 0
Assessing the predictability of fungicide resistance evolution through in vitro selection 通过体外选择评估杀菌剂抗药性演变的可预测性
IF 2 4区 农林科学 Q2 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2024-04-12 DOI: 10.1007/s41348-024-00906-0
Nichola J. Hawkins

Plant pathogens are highly adaptable, and have evolved to overcome control measures including multiple classes of fungicides. More effective management requires a thorough understanding of the evolutionary drivers leading to resistance. Experimental evolution can be used to investigate evolutionary processes over a compressed timescale. For fungicide resistance, applications include predicting resistance ahead of its emergence in the field, testing potential outcomes under multiple different fungicide usage scenarios or comparing resistance management strategies. This review considers different experimental approaches to in vitro selection, and their suitability for addressing different questions relating to fungicide resistance. When aiming to predict the evolution of new variants, mutational supply is especially important. When assessing the relative fitness of different variants under fungicide selection, growth conditions such as temperature may affect the results as well as fungicide choice and dose. Other considerations include population size, transfer interval, competition between genotypes and pathogen reproductive mode. However, resistance evolution in field populations has proven to be less repeatable for some fungicide classes than others. Therefore, even with optimal experimental design, in some cases the most accurate prediction from experimental evolution may be that the exact evolutionary trajectory of resistance will be unpredictable.

植物病原体具有很强的适应性,在进化过程中克服了包括多种杀菌剂在内的控制措施。要进行更有效的管理,就必须彻底了解导致抗药性的进化驱动因素。实验进化可用于研究压缩时间范围内的进化过程。对于杀真菌剂抗性,其应用包括在田间出现抗性之前预测抗性、测试多种不同杀真菌剂使用情况下的潜在结果或比较抗性管理策略。本综述探讨了体外选择的不同实验方法,以及这些方法是否适合解决与杀真菌剂抗性有关的不同问题。在预测新变种的进化时,突变供应尤为重要。在评估杀真菌剂选择下不同变种的相对适应性时,温度等生长条件可能会影响结果,杀真菌剂的选择和剂量也会影响结果。其他考虑因素还包括种群规模、转移间隔、基因型之间的竞争以及病原体的繁殖模式。然而,事实证明,田间种群的抗性进化对某些杀菌剂类别的可重复性比对其他杀菌剂类别的可重复性要低。因此,即使有最佳的实验设计,在某些情况下,实验进化的最准确预测可能是抗性的确切进化轨迹将是不可预测的。
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引用次数: 0
期刊
Journal of Plant Diseases and Protection
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