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Fusarium Wilt in Hot Pepper: Biology, Diagnostics, Pathogenicity and Sustainable Management Strategies 辣椒枯萎病:生物学、诊断、致病性和可持续管理策略
IF 1.1 4区 农林科学 Q3 PLANT SCIENCES Pub Date : 2026-01-11 DOI: 10.1111/jph.70230
Tadesse Tilahun, Solomon Abate, Sileshi Andualem, Mengistie Taye

Hot pepper is a vital crop in Ethiopia and worldwide, valued for its pungency and as a source of income for stallholder farmers. However, production is severely impacted by Fusarium wilt, leading to yield losses ranging from 10% to 80% and significant economic damage, estimated at $65.3 billion globally. In Ethiopia, Fusarium wilt is widespread, with an incidence rate of 86.6% and yield losses reaching up to 80%. The pathogen blooms in warm, humid conditions, with optimal growth at 25°C and pH 7.0. It infects plants through roots, colonising the xylem and leading to wilting and plant death. The disease spreads through contaminated soil, water, farming tools, and infected seeds, making it difficult to control. Timely and precise diagnosis using morphological features (such as colony colour, shape, and spore structure) and molecular techniques (like PCR targeting and sequencing EF-1α and rpb2 genes, and additional genetic markers acl1, tub2, CaM, and rpb1) are essential to design effective management options. The pathogen's virulence is driven by toxin production, cell wall-degrading enzymes, and effector proteins that suppress plant immunity. Management includes cultural practices, biocontrol, and fungicides, though resistance is a concern. Integrated disease management (IDM), combining these approaches, offers sustainable control of Fusarium wilt. Modern biotechnological tools such as gene editing (CRISPR-Cas9) and RNA interference (RNAi) offer promising solutions but remain underutilised. Although there are identified resistant genotypes, adoption remains limited. This review emphasises the importance of integrated management and multi-omics approaches to improve resistance breeding, along with advocating for farmer education and policy support to reduce crop losses.

辣椒在埃塞俄比亚和全世界都是一种重要的作物,因其辛辣而受到重视,也是摊贩农民的收入来源。然而,生产受到枯萎病的严重影响,导致产量损失10%至80%,并造成重大经济损失,全球经济损失估计为653亿美元。在埃塞俄比亚,枯萎病很普遍,发病率为86.6%,产量损失高达80%。病原菌在温暖潮湿的条件下繁殖,在25°C和pH 7.0时生长最佳。它通过根感染植物,在木质部定植,导致植物枯萎和死亡。这种疾病通过受污染的土壤、水、农具和受感染的种子传播,使其难以控制。利用形态学特征(如菌落颜色、形状和孢子结构)和分子技术(如PCR靶向和测序EF-1α和rpb2基因,以及额外的遗传标记acl1、tub2、CaM和rpb1)进行及时和精确的诊断对于设计有效的管理方案至关重要。病原菌的毒力是由毒素产生、细胞壁降解酶和抑制植物免疫的效应蛋白驱动的。管理包括文化实践,生物防治和杀菌剂,尽管耐药性是一个问题。综合病害管理(IDM)将这些方法结合起来,提供了对枯萎病的可持续控制。基因编辑(CRISPR-Cas9)和RNA干扰(RNAi)等现代生物技术工具提供了有希望的解决方案,但仍未得到充分利用。虽然已经发现了耐药基因型,但采用仍然有限。这篇综述强调了综合管理和多组学方法对改善抗性育种的重要性,同时提倡对农民进行教育和政策支持以减少作物损失。
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引用次数: 0
Chrysoporthe cubensis-Induced Wilting in Eucalypt Mini-Stumps: In Vitro Fungus and Disease Development 桉树小树桩茧孢诱导的萎蔫:离体真菌和疾病发展
IF 1.1 4区 农林科学 Q3 PLANT SCIENCES Pub Date : 2026-01-11 DOI: 10.1111/jph.70224
Eduarda de Vasconcelos Silva, Lucas Roberto Barbosa da Silva, Vonicleia Santos Ribeiro, Caroline Silva Abreu, Franklin Jackson Machado, Rafael Ferreira Alfenas, Gleiber Quintão Furtado

Chrysoporthe cubensis was reported to cause wilting that later progressed to dieback and death in eucalypt mini-stumps. This study aimed to evaluate the influence of various factors on the in vitro development of C. cubensis and to reproduce the wilting symptoms in eucalypt following artificial inoculation. Conidial production by C. cubensis varied depending on the combination of culture medium and temperature. The highest sporulation occurred on potato dextrose agar (PDA) and potato carrot agar (PCA) media containing eucalypt stem fragment on the surface, incubated at 28°C. In the absence of stem fragment, greater sporulation was observed on PCA and PDA, respectively, at 25°C and 28°C. The most favourable condition for mycelial growth was PDA at both 25°C and 28°C. After 12 h of incubation, higher germination occurred under continuous light. However, no significant difference in germination percentage was observed after 24 h of incubation, regardless of the light regime. Regarding temperature and incubation period, conidial germination increased with longer incubation periods. For the first time, Chrysoporthe-induced wilting symptoms were successfully reproduced in eucalypt plants, but only in those pruned with shears previously immersed in a conidial suspension or pruned and subsequently sprayed with the suspension. These results provide new insights into the C. cubensis-eucalypt interaction and highlight the role of wounds caused by periodic pruning of mini-stumps as entry points for the pathogen.

据报道,cubensis导致桉树小树桩枯萎,后来发展为枯死和死亡。本研究旨在评价各种因素对桉树体外发育的影响,并在桉树人工接种后再现其萎蔫症状。在不同的培养基和温度条件下,茜草的分生孢子产量不同。在28℃条件下,马铃薯葡萄糖琼脂(PDA)和马铃薯胡萝卜琼脂(PCA)培养基表面含有桉树茎段,产孢量最高。在没有茎片段的情况下,PCA和PDA分别在25°C和28°C下观察到更多的孢子。在25°C和28°C条件下,PDA对菌丝生长最有利。孵育12 h后,连续光照下萌发率较高。然而,无论光照条件如何,孵育24 h后发芽率均无显著差异。在温度和孵育时间方面,孢子萌发率随孵育时间的延长而增加。这是第一次,在桉树植物中成功地再现了由茧孢引起的萎蔫症状,但仅限于那些之前浸泡在分生孢子悬浮液中的剪枝或修剪后喷洒悬浮液的剪枝。这些结果为桉树-桉树相互作用提供了新的见解,并强调了周期性修剪小树桩引起的伤口作为病原体进入点的作用。
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引用次数: 0
Histological and Cytological Responses of Genotypes From Capsicum spp. to Meloidogyne enterolobii 辣椒属植物基因型对肠裂丝虫病的组织学和细胞学反应
IF 1.1 4区 农林科学 Q3 PLANT SCIENCES Pub Date : 2026-01-11 DOI: 10.1111/jph.70226
Mônica Lau da Silva Marques, Jéssica Maria Israel de Jesus, Igor Araújo, Renê Gonçalves Silva Carneiro, Mara Rubia da Rocha

Sweet and chilli peppers (Capsicum spp.) are widely cultivated horticultural crops, but they are highly susceptible to root-knot nematodes (Meloidogyne spp.). Among them, Meloidogyne enterolobii stands out for its aggressive parasitism and the severe damage it causes to economically important crops. This study aimed to describe and compare the anatomical and cytological alterations induced by M. enterolobii in the root system of susceptible (Cambuci, UFGCBA 3) and resistant (Bode Roxa A, UFGCCH 24) Capsicum genotypes, either inoculated (I) or non-inoculated (NI), and evaluated at five developmental stages. A completely randomised 2 × 2 × 5 factorial design was used, with assessments at 7, 14, 21, 28, and 35 days after inoculation (DAI). Nematode population density and reproduction factor were quantified, and histological analyses were performed on infected and healthy roots. M. enterolobii successfully penetrated and established in the roots of both genotypes, inducing giant cell formation and pronounced hypertrophy around feeding sites. However, the resistant genotype Bode Roxa A exhibited smaller giant cells accompanied by localised necrosis at 14 and 28 DAI, suggesting a delayed hypersensitive-like reaction. In contrast, enhanced cell proliferation and thickening of parenchymatic tissues were observed at 21 DAI in resistant plants, indicating active cellular reorganisation. These findings underscore the relevance of histopathological and cytometric analyses in understanding plant-nematode interactions and highlight Bode Roxa A as a valuable genetic resource for breeding resistant and sustainable Capsicum cultivars, contributing to crop resilience and food security.

甜椒和辣椒(Capsicum spp.)是广泛种植的园艺作物,但它们对根结线虫(Meloidogyne spp.)非常敏感。其中,肠曲霉寄生力强,对重要经济作物危害严重。本研究旨在描述和比较接种(I)和未接种(NI)辣椒易感(Cambuci, ufgcba3)和抗性(Bode Roxa A, ufgcch24)基因型中肠杆菌对辣椒根系的解剖和细胞学改变,并对5个发育阶段进行评估。采用完全随机的2 × 2 × 5因子设计,在接种后7、14、21、28和35天进行评估。量化线虫种群密度和繁殖因子,并对感染根和健康根进行组织学分析。肠杆菌成功地渗透并在两种基因型的根部建立,诱导巨细胞形成并在进食部位周围明显肥大。然而,耐药基因型Bode Roxa在第14和28 DAI时表现出较小的巨细胞并伴有局部坏死,提示延迟的超敏样反应。相比之下,抗性植物在21 DAI中观察到细胞增殖增强和实质组织增厚,表明细胞重组活跃。这些发现强调了组织病理学和细胞分析在理解植物与线虫相互作用中的重要性,并突出了Bode Roxa是培育抗性和可持续辣椒品种的宝贵遗传资源,有助于提高作物的抗逆性和粮食安全。
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引用次数: 0
First Report of Colletotrichum cymbidiicola Causing Leaf Spot on Bletilla striata in China 中国白芨炭疽菌引起白芨叶斑病初报
IF 1.1 4区 农林科学 Q3 PLANT SCIENCES Pub Date : 2026-01-11 DOI: 10.1111/jph.70206
Yanqiu Qin, Xiaoshan Zhou, Xiaojuan Wei, Yi Li, Lina Wei, Shunjiang Chen, Zhiping Zhang

Bai-ji (Bletilla striata), an economically important medicinal herb cultivated in Yunnan Province, China, was observed with severe anthracnose symptoms in July 2021. Through comprehensive morphological characterisation and multilocus phylogenetic analysis (ITS, ACT, TUB, and GAPDH gene regions), the causal agent was identified as Colletotrichum cymbidiicola. Initial symptoms manifested as brown necrotic lesions that progressively developed into elliptical or fusiform spots with light brown centers. Koch's postulates confirmed that C. cymbidiicola was the etiological agent. This study is the first documented case of C. cymbidiicola infecting B. striata in China, providing valuable phytopathological insights for the sustainable cultivation of this medicinal species.

白芨(Bletilla striata)是中国云南省种植的重要经济药材,于2021年7月被发现出现严重的炭疽病症状。通过综合形态特征和ITS、ACT、TUB和GAPDH基因区域的多位点系统发育分析,确定病原菌为cymbidiicola炭疽菌。最初症状表现为棕色坏死性病变,逐渐发展为椭圆形或梭状斑点,中心为浅棕色。科赫的假设证实了cymbidiicola是致病因子。本研究在国内首次报道了cymbidiicola感染B. striata的病例,为该药用物种的可持续栽培提供了有价值的植物病理学见解。
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引用次数: 0
First Report of Neofusicoccum parvum and Trichoderma citrinoviride in Montenegro and Evaluation of Their Interaction in Grapevine Trunk Disease Biocontrol Strategies 黑山小褐霉和黄绿木霉首次报道及其在葡萄树干病生物防治中的相互作用评价
IF 1.1 4区 农林科学 Q3 PLANT SCIENCES Pub Date : 2026-01-04 DOI: 10.1111/jph.70225
Bogoljub Kandić, Vincenzo Mondello, Jelena Latinović, Florence Fontaine, Nedeljko Latinović

This study reports Neofusicoccum parvum for the first time in grapevine planting material in Montenegro, alongside the first detection of the endophytic fungus Trichoderma citrinoviride in the country. Recognising the critical role of healthy planting material in managing Grapevine Trunk Diseases (GTDs), asymptomatic grafted vines from a domestic nursery and imported sources were analysed. Fungal isolates were recovered from woody tissues and identified based on morphological characteristics and molecular sequencing of the ITS, TEF1-α, TUB2, LSU and RPB2 genes. Neofusicoccum parvum was the sole GTD-associated pathogen detected, confirming that planting material, particularly imports, represents a major pathway for disease introduction. Considering the analysis of planting material from multiple countries included in this study, these findings have significant phytosanitary implications for both Montenegrin viticulture and viticulture of the Balkan. Trichoderma citrinoviride, isolated from Vitis vinifera cv. Vranac in Montenegro, was evaluated both in vitro and in planta for antagonistic activity against N. parvum, showing promising inhibitory effects. These results highlight the urgent need for strict nursery sanitation and phytosanitary monitoring and provide a basis for further evaluation of T. citrinoviride as a potential biocontrol agent in sustainable GTD management.

本研究首次在黑山的葡萄种植材料中发现了新木霉,并在该国首次发现了内生真菌黄绿木霉。认识到健康种植材料在管理葡萄树干病害(GTDs)中的关键作用,对来自国内苗圃和进口来源的无症状嫁接葡萄藤进行了分析。从木质组织中分离得到真菌,并根据ITS、TEF1-α、TUB2、LSU和RPB2基因的形态特征和分子序列进行鉴定。新褐虫是唯一检测到的与gtd相关的病原体,证实了种植材料,特别是进口材料,是疾病传入的主要途径。考虑到本研究中包括的来自多个国家的种植材料的分析,这些发现对黑山和巴尔干地区的葡萄栽培具有重要的植物检疫意义。从葡萄中分离得到的黄绿木霉。在体外和植物中对产自黑山共和国的Vranac进行了拮抗N. parvum的活性评价,显示出良好的抑制作用。这些结果突出了加强苗圃卫生和植物检疫监测的必要性,并为进一步评价黄绿黄酮作为一种潜在的生物防治剂在GTD可持续管理中的应用提供了依据。
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引用次数: 0
Volatile Organic Compounds From Nematophagous Fungi With Nematicidal Activity Against the Root-Lesion Nematode Pratylenchus brachyurus 食线虫真菌中具有杀根线虫活性的挥发性有机化合物
IF 1.1 4区 农林科学 Q3 PLANT SCIENCES Pub Date : 2026-01-04 DOI: 10.1111/jph.70231
Cássia Gondim Pereira, Jodieh Oliveira Santana Varejão, Aline Ferreira Barros, Luiza Costa da Cruz, Daiane Rocha Fernandes, Leandro Grassi de Freitas, Eduardo Vinícius Vieira Varejão

Pratylenchus spp. are highly polyphagous migratory endoparasites and rank among the most important plant-parasitic nematodes in agriculture. Their management relies primarily on integrated practices, including the use of chemical nematicides, biological control agents, and cultural strategies. Crop rotation is limited due to the broad host range of Pratylenchus spp., and the lack of effective resistance genes against P. brachyurus hampers the development of resistant cultivars. Although available chemical nematicides provide effective control, many have considerable ecotoxicological impacts, leading to usage restrictions or market withdrawal in several countries. In this context, the search for secondary metabolites with nematicidal activity for biocontrol development emerges as a promising and environmentally safe alternative. In the present study, volatile organic compounds (VOCs) produced by nematophagous fungi were evaluated for their ability to induce in vitro mortality of Pratylenchus brachyurus. Benzaldehyde (LC50 = 454.9 μg/mL; LC95 = 1472 μg/mL) and 1,3-dimethoxybenzene (LC50 = 520.4 μg/mL; LC95 = 1878 μg/mL) were identified as the most active VOCs. In in vivo assays, both compounds inhibited the penetration of P. brachyurus into soybean roots. In both in vitro and in vivo experiments, benzaldehyde exhibited activity comparable to fluensulfone, a commercial nematicide used as a positive control. These findings suggest that both compounds hold promise as bioinputs for the management of P. brachyurus, either through direct application or in synergy with nematophagous fungi.

扇叶线虫(Pratylenchus spp.)是一种高度多食的迁移性内寄生虫,是农业中最重要的植物寄生线虫之一。它们的管理主要依靠综合做法,包括使用化学杀线虫剂、生物防治剂和培养策略。由于寄主范围广,作物轮作受到限制,且缺乏有效的抗性基因,不利于抗性品种的培育。虽然现有的化学杀线虫剂可以有效控制线虫,但许多杀线虫剂具有相当大的生态毒理学影响,导致一些国家限制使用或撤出市场。在这种背景下,寻找具有杀线虫活性的次生代谢物用于生物防治开发成为一种有前途且环境安全的替代方法。本研究对食线虫真菌产生的挥发性有机化合物(VOCs)在体外诱导短尾叶蝉(Pratylenchus brachyurus)死亡的能力进行了研究。苯甲醛(LC50 = 454.9 μg/mL; LC95 = 1472 μg/mL)和1,3-二甲氧基苯(LC50 = 520.4 μg/mL; LC95 = 1878 μg/mL)被鉴定为活性最强的挥发性有机化合物。在体内试验中,这两种化合物都抑制了短叶藻对大豆根系的渗透。在体外和体内实验中,苯甲醛显示出与氟砜相当的活性,氟砜是一种用作阳性对照的商业杀线虫剂。这些发现表明,这两种化合物无论是通过直接施用还是与噬线虫真菌协同作用,都有望成为管理短叶霉的生物输入物。
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引用次数: 0
Forecasting the Rising Threat: How Climate Change Could Amplify Rice Brown Spot in Côte d'Ivoire 预测不断上升的威胁:气候变化如何加剧Côte科特迪瓦的水稻褐斑病
IF 1.1 4区 农林科学 Q3 PLANT SCIENCES Pub Date : 2026-01-04 DOI: 10.1111/jph.70218
Jean Fabrice Adanve, Brahima Kone, Rachidatou Sikirou, Habib Toessi, Fréjus Sodedji, Fatogoma Sorho, Elliott Dossou-Yovo, Geoffrey Onaga

Rice brown spot (RBS), mainly caused by Bipolaris oryzae, is an emerging threat to rice production across Africa, particularly within lowland rice ecosystems that dominate the region. Despite its growing impact, knowledge of the environmental factors influencing RBS occurrence remains limited. This study aimed to elucidate the influence of meteorological variables on RBS prevalence in Côte d'Ivoire, spanning three major agro-ecological zones. Field surveys were conducted in 99 farmer-managed fields during both the rainy and dry seasons from 2021 to 2022, and average RBS severity was calculated across different stands within each field. Parameters assessed included air temperature, relative humidity, wind speed, soil moisture, solar radiation, and rainfall. Linear regression analyses were used to identify main drivers, and regression models were developed to project future risk maps under SSP2-4.5 (moderate) and SSP5-8.5 (high) climate scenarios. Key drivers were identified: air temperatures above 27°C and wind speeds exceeding 1 m/s were associated with decreased disease prevalence, whereas relative humidity above 80%, wet bulb and dew point temperatures between 23°C and 27°C, and soil moisture and wetness in the range of 0.4–0.7 significantly promoted RBS development. Results revealed a yearly increase in RBS severity, ranging from 2.47 to 3.46 (on a 0–5 scale), with consistently higher prevalence during the rainy seasons. Predictive modelling based on these variables suggests a likely expansion and intensification of RBS risk for the future. Under a high-emission scenario, RBS severity could reach 4.9 by the late 21st century, while the moderate scenario projects a peak severity of 4.33 between 2060 and 2080. These findings underscore the pivotal role of climate in shaping RBS risk and highlight the urgent need for climate-adaptive disease management strategies to sustain rice production in Africa.

水稻褐斑病(Rice brownspot, RBS)主要由稻瘟病双星虫(Bipolaris oryzae)引起,是对整个非洲水稻生产的新威胁,特别是在占该地区主导地位的低地水稻生态系统内。尽管其影响越来越大,但对影响RBS发生的环境因素的了解仍然有限。本研究旨在阐明气象变量对Côte科特迪瓦三个主要农业生态区RBS患病率的影响。在2021 - 2022年的雨季和旱季,对99个农民管理的农田进行了实地调查,并计算了每个农田内不同林分的平均RBS严重程度。评估的参数包括空气温度、相对湿度、风速、土壤湿度、太阳辐射和降雨量。利用线性回归分析确定主要驱动因素,并建立回归模型预测SSP2-4.5(中等)和SSP5-8.5(高)气候情景下的未来风险图。关键驱动因素是:气温高于27℃、风速超过1 m/s与发病率降低相关,而相对湿度高于80%、湿球温度和露点温度在23℃至27℃之间、土壤湿度和湿度在0.4-0.7范围内显著促进了RBS的发展。结果显示,苏格兰皇家银行严重程度逐年增加,范围从2.47到3.46(0-5级),在雨季持续较高的患病率。基于这些变量的预测模型表明,未来苏格兰皇家银行的风险可能会扩大和加剧。在高排放情景下,到21世纪末,苏格兰皇家银行的严重程度可能达到4.9,而中等排放情景预计2060年至2080年之间的严重程度峰值为4.33。这些发现强调了气候在形成RBS风险方面的关键作用,并强调了迫切需要气候适应性疾病管理战略来维持非洲的水稻生产。
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引用次数: 0
First Record of Corynespora cassiicola Causing Leaf Spots on Casimiroa edulis (Rutaceae) in China 标题中国芦笋(芦笋科)引起叶斑病的首次记录
IF 1.1 4区 农林科学 Q3 PLANT SCIENCES Pub Date : 2025-12-30 DOI: 10.1111/jph.70216
Ying-hua Huang, Qi-ming Ma, Tao Yu, Zhi-ming Lai, Qiu-ling Liang, Zhang-Yong Dong, Li-li Xie

In August 2024, a severe leaf spot disease was observed on white sapote (Casimiroa edulis), a promising specialty crop in the Rutaceae family, in China. The causal agent was isolated and identified as Corynespora cassiicola based on the morphological characteristics and a multilocus phylogenetic analysis of the ITS, tef1-α and rpb2 gene regions. Pathogenicity was confirmed through Koch's postulates. To our knowledge, this is the first record of C. cassiicola causing leaf spot disease on C. edulis in China and represents the first record globally of its natural infection on a Rutaceae host. This study provides a crucial foundation for disease control and further research into the epidemiology and evolution of this pathogen.

2024年8月,在中国芦花科有发展前景的特色作物白树上发现了严重的叶斑病。根据ITS、tef1-α和rpb2基因区域的形态特征和多位点系统发育分析,分离出致病因子为cassiicola。致病性通过科赫的假设得到了证实。据我们所知,这是中国首次记录cassiicola在C. edulis上引起叶斑病,也是全球首次记录其在芦科宿主上的自然感染。该研究为进一步研究该病原菌的流行病学和进化过程提供了重要的基础。
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引用次数: 0
Optimal Prediction and Prevention of Active Fruit Plant Disease Monitoring Using a Deep Learning Recommendation System for Smart Agriculture 基于智能农业深度学习推荐系统的果树病害监测优化预测与预防
IF 1.1 4区 农林科学 Q3 PLANT SCIENCES Pub Date : 2025-12-29 DOI: 10.1111/jph.70211
Praveen Goyal, Dinesh Kumar Verma, Shishir Kumar

Early detection of fruit plant diseases and timely intervention pose significant challenges for farmers. Leaf diseases caused by fungi and viruses, including apple scab, Marconian coronary, black rot canker, powdery mildew, apple mosaic and Alternaria leaf spot, severely impact crop yield. This study proposes a modified optimal mobile network-based convolutional neural network (OMNCNN) for effective detection of fruit plant leaf diseases. An IoT Smart Monitoring System is developed to track environmental factors such as light intensity, temperature and soil moisture using sensor networks combined with cloud-based real-time data communication over wireless networks. Input images undergo contrast enhancement and histogram equalisation to suppress distortions and highlight key visual features. Dimensionality reduction is achieved via singular value decomposition (SVD), enabling accurate disease diagnosis. The OMNCNN model automatically classifies healthy and diseased leaves with high precision. Fertiliser recommendations are generated based on soil type and nutrient levels detected by an NPK sensor, considering soil and plant-specific nutrient demands. Also, a stacked autoencoder-based recommendation system provides farmers with insights into soil conditions, weather and disease prevention strategies, supporting improved crop management and yield maximisation. Experimental results demonstrate superior performance with a maximum accuracy of 99.8%, precision of 99.3%, recall of 99.1% and F-score of 99.1%, outperforming recent state-of-the-art methods. Disease severity is also estimated efficiently through an optimised model with reduced computation time. This integrated approach, combining mutation-based Henry Gas Solubility Optimisation with deep learning and IoT-enabled environmental monitoring, offers significant improvements in disease detection accuracy, recommendation quality and computational efficiency for smart agriculture applications.

果树病害的早期发现和及时干预是农民面临的重大挑战。由真菌和病毒引起的叶片病害,包括苹果痂病、马可氏冠状病、黑腐溃疡病、白粉病、苹果花叶病和互花叶斑病,严重影响作物产量。本研究提出了一种改进的基于最优移动网络的卷积神经网络(OMNCNN),用于果树叶片病害的有效检测。利用传感器网络,结合无线网络上基于云的实时数据通信,开发了物联网智能监测系统,以跟踪光照强度、温度、土壤湿度等环境因素。输入图像经过对比度增强和直方图均衡化,以抑制失真和突出关键的视觉特征。通过奇异值分解(SVD)实现降维,实现准确的疾病诊断。OMNCNN模型对健康和患病叶片进行了高精度的自动分类。肥料建议是根据氮磷钾传感器检测到的土壤类型和养分水平,考虑土壤和植物特定的养分需求而产生的。此外,基于自动编码器的堆叠推荐系统为农民提供了对土壤条件,天气和疾病预防策略的见解,支持改进作物管理和产量最大化。实验结果表明,该方法的最大正确率为99.8%,精密度为99.3%,召回率为99.1%,F-score为99.1%,优于目前最先进的方法。通过优化后的模型,有效地估计了疾病的严重程度,减少了计算时间。这种综合方法将基于突变的Henry气体溶解度优化与深度学习和支持物联网的环境监测相结合,显著提高了智能农业应用的疾病检测准确性、推荐质量和计算效率。
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引用次数: 0
Isolation, Identification and Characterisation of Pseudomonas syringae pv. atrofaciens From Wheat Seed Lots in Yozgat Province, Türkiye 丁香假单胞菌的分离、鉴定与鉴定。约旦尤兹加特省小麦种子地块的atrofaciens
IF 1.1 4区 农林科学 Q3 PLANT SCIENCES Pub Date : 2025-12-29 DOI: 10.1111/jph.70221
Emin Aydın, Murat Öztürk

Pseudomonas syringae pv. atrofaciens, a seed-borne pathogen causing basal glume rot, leads to significant wheat yield losses. While this pathogen has been reported in several countries, its presence in Türkiye remains undocumented. This study aimed to isolate and identify P. syringae pv. atrofaciens from wheat seed samples collected during the 2022–2023 harvest season in Yozgat Province, Türkiye. A total of 200 wheat seed lots were collected, of which 125 lots (62.5%) showed signs of infection, including black discoloration at the basal end of the grains. Bacterial isolation on King's B medium led to the purification of the 55 green-blue fluorescent colonies, with 17 isolates confirmed as pathogenic through bioassay tests on wheat leaves. Molecular identification was first performed using MALDI-TOF mass spectrometry, followed by 16S rDNA and rpoD gene sequencing. While 16S rDNA provided reliable genus-level identification of the isolates as P. syringae, rpoD gene analysis enabled precise identification at the pathovar level as P. syringae pv. atrofaciens, showing high similarity to reference strains. Genetic diversity within the population was assessed using BOX-PCR, revealing two distinct genetic profiles. This study provides the first report of P. syringae pv. atrofaciens in wheat seed samples from Turkish agricultural fields, highlighting the importance of improved seed hygiene practices and effective management strategies to mitigate yield losses associated with P. syringae pv. atrofaciens.

丁香假单胞菌。萎缩性芽孢杆菌是一种引起基性颖腐病的种子传播病原体,可导致小麦产量的重大损失。虽然有几个国家报告了这种病原体,但它在斯里兰卡的存在仍然没有记录。本研究旨在分离和鉴定丁香假单胞菌。在2022-2023年收获季节在约旦尤兹加特省收集的小麦种子样本中发现atrofaciens。共收集200批小麦种子,其中125批(62.5%)出现侵染迹象,包括籽粒基部变黑。在King’s B培养基上分离得到55个绿蓝色荧光菌落,其中17个菌株通过小麦叶片的生物测定试验证实具有致病性。首先使用MALDI-TOF质谱进行分子鉴定,然后进行16S rDNA和rpoD基因测序。16S rDNA可在属水平上可靠地鉴定分离株为丁香假单胞菌,而rpoD基因分析可在病原水平上精确鉴定为丁香假单胞菌。Atrofaciens,与参考菌株高度相似。利用BOX-PCR对种群内的遗传多样性进行了评估,揭示了两种不同的遗传谱。本研究首次报道了丁香假单胞菌。该研究强调了改善种子卫生规范和有效管理策略对减轻与丁香假单孢霉相关的产量损失的重要性。atrofaciens。
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引用次数: 0
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Journal of Phytopathology
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