Journal of Phytopathology最新文献

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First Report of Rhizoctonia solani AG-4 HGI Causing Corky Cracks on Potato Tubers in Mauritius 毛里求斯首次报告 Rhizoctonia solani AG-4 HGI 在马铃薯块茎上造成木栓质裂纹
IF 1.1 4区 农林科学
Journal of Phytopathology Pub Date : 2024-10-22 DOI: 10.1111/jph.13414
Sandhya Devi Takooree, Hudaa Neetoo, Mira Vojvodić, Aleksandra Bulajić, Vijayanti Mala Ranghoo-Sanmukhiya
{"title":"First Report of Rhizoctonia solani AG-4 HGI Causing Corky Cracks on Potato Tubers in Mauritius","authors":"Sandhya Devi Takooree,&nbsp;Hudaa Neetoo,&nbsp;Mira Vojvodić,&nbsp;Aleksandra Bulajić,&nbsp;Vijayanti Mala Ranghoo-Sanmukhiya","doi":"10.1111/jph.13414","DOIUrl":"https://doi.org/10.1111/jph.13414","url":null,"abstract":"<div>\u0000 \u0000 <p>Potato (<i>Solanum tuberosum</i> L.) is of great economic importance for Mauritius. During a disease survey carried out in a field in one of the major potato-growing regions of Mauritius, corky cracked lesions with halo and mycelial growth were observed on the skin surfaces of around 45% of tubers. The suspected fungus from the affected areas was isolated on amended potato dextrose agar and after 7 days, several fast-growing, pale brown <i>Rhizoctonia</i>-like colonies with a few sclerotia were observed. Additionally, microscopic analysis revealed some cells being multinucleate, forming hyphal branching at right angles with slight constriction together with septum near the branch base. Pathogenicity tests confirmed development of the same symptoms on potato tubers and the causal agent was reisolated successfully. Sequence analysis of the ITS region of representative isolate P114 amplified using ITS1F/ITS4 primers showed that it was identical to several isolates of multinucleate <i>Rhizoctonia solani</i> AG-4 HGI, and neighbour-joining phylogenetic analyses confirmed the identification. To our knowledge, this is the first report of <i>R. solani</i> AG-4 HGI-infecting potato tubers and causing corky cracks in Mauritius.</p>\u0000 </div>","PeriodicalId":16843,"journal":{"name":"Journal of Phytopathology","volume":null,"pages":null},"PeriodicalIF":1.1,"publicationDate":"2024-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142524918","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
First Report of Three Fusarium spp. Causing Root Rot of Cowpea (Vigna unguiculata) in China 中国首次报告三种镰刀菌引起豇豆(Vigna unguiculata)根腐病
IF 1.1 4区 农林科学
Journal of Phytopathology Pub Date : 2024-10-18 DOI: 10.1111/jph.13413
Qian Luo, Jia-Hao Lai, Teng-Fei Zhou, You-Xin Yang, Bing Liu
{"title":"First Report of Three Fusarium spp. Causing Root Rot of Cowpea (Vigna unguiculata) in China","authors":"Qian Luo,&nbsp;Jia-Hao Lai,&nbsp;Teng-Fei Zhou,&nbsp;You-Xin Yang,&nbsp;Bing Liu","doi":"10.1111/jph.13413","DOIUrl":"https://doi.org/10.1111/jph.13413","url":null,"abstract":"<div>\u0000 \u0000 <p>Cowpea (<i>Vigna unguiculata</i>), known for its high nutritional value, is one of the most important edible beans worldwide. In September 2023, a root rot disease was found in a greenhouse in Nanchang, Jiangxi Province, with symptoms of plant wilting. The isolates from the diseased samples were identified as <i>Fusarium concentricum, F. fujikuroi</i> and <i>F. incarnatum</i> based on morphological characteristics and phylogenetic analysis of four loci including the internal transcribed spacer region (rDNA-ITS), translation elongation factor 1-alpha (<i>TEF1</i>), beta-tubulin (<i>TUB2</i>) and calmodulin (<i>CAM</i>). The pathogenicity of the representative isolates was confirmed on asymptomatic cowpea seedlings. Although other <i>Fusarium</i> species, particularly <i>F. oxysporum</i>, have been previously reported as pathogens of cowpea, this study is the first to document <i>F. concentricum, F. fujikuroi,</i> and <i>F. incarnatum</i> as causative agents of cowpea root rot in China.</p>\u0000 </div>","PeriodicalId":16843,"journal":{"name":"Journal of Phytopathology","volume":null,"pages":null},"PeriodicalIF":1.1,"publicationDate":"2024-10-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142451152","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Molecular Identification and Fungicide Sensitivity of Ceratobasidium sp. (AG-A) Isolates Causing Stem Canker on Potato in Mexico 墨西哥引起马铃薯茎腐烂病的 Ceratobasidium sp. (AG-A) 分离物的分子鉴定和杀菌剂敏感性
IF 1.1 4区 农林科学
Journal of Phytopathology Pub Date : 2024-10-18 DOI: 10.1111/jph.13412
Rosalía López-Corrales, Sami J. Michereff, Kamila Câmara Correia, Raymundo S. García-Estrada, Edgar H. Nieto-López, Guadalupe A. Mora-Romero, Juan M. Tovar-Pedraza
{"title":"Molecular Identification and Fungicide Sensitivity of Ceratobasidium sp. (AG-A) Isolates Causing Stem Canker on Potato in Mexico","authors":"Rosalía López-Corrales,&nbsp;Sami J. Michereff,&nbsp;Kamila Câmara Correia,&nbsp;Raymundo S. García-Estrada,&nbsp;Edgar H. Nieto-López,&nbsp;Guadalupe A. Mora-Romero,&nbsp;Juan M. Tovar-Pedraza","doi":"10.1111/jph.13412","DOIUrl":"https://doi.org/10.1111/jph.13412","url":null,"abstract":"<div>\u0000 \u0000 <p>In 2022, potato plants exhibiting symptoms of stem canker were observed in commercial fields in northern Sinaloa, Mexico. Morphological characterisation of two isolates allowed the identification of <i>Ceratobasidium</i> sp., whereas molecular analysis using sequences of the ITS region and the <i>rpb2</i> gene distinguished the isolates within the Anastomosis Group A (AG-A). Both isolates induced symptoms of stem canker on inoculated potato plants and exhibited median EC<sub>50</sub> values of 19.46, 5.20, 62.71 and 0.33 μg mL<sup>−1</sup> for the fungicides thiophanate methyl, pyraclostrobin, prochloraz and penflufen, respectively. However, the two isolates differed by &gt; 65-fold in their EC<sub>50</sub> value relative to pyraclostrobin.</p>\u0000 </div>","PeriodicalId":16843,"journal":{"name":"Journal of Phytopathology","volume":null,"pages":null},"PeriodicalIF":1.1,"publicationDate":"2024-10-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142449215","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Pathogen Identification and Resistance Screening of Fusarium Basal Rot in Taşköprü Garlic in Türkiye 土耳其 Taşköprü 大蒜基腐镰刀菌的病原体鉴定和抗性筛选
IF 1.1 4区 农林科学
Journal of Phytopathology Pub Date : 2024-10-18 DOI: 10.1111/jph.13415
Zühtü Polat, Gülay Beşirli, Sibel Derviş, Göksel Özer, Satı Mehmet Sezer, Mehmet İpek
{"title":"Pathogen Identification and Resistance Screening of Fusarium Basal Rot in Taşköprü Garlic in Türkiye","authors":"Zühtü Polat,&nbsp;Gülay Beşirli,&nbsp;Sibel Derviş,&nbsp;Göksel Özer,&nbsp;Satı Mehmet Sezer,&nbsp;Mehmet İpek","doi":"10.1111/jph.13415","DOIUrl":"https://doi.org/10.1111/jph.13415","url":null,"abstract":"<div>\u0000 \u0000 <p>Fusarium basal rot (FBR), caused by <i>Fusarium</i> spp., is a significant threat to garlic production globally, including in Türkiye, where the unique Taşköprü garlic is highly valued. This study investigated the diversity and aggressiveness of 77 <i>Fusarium</i> isolates obtained from disease surveys of FBR in Taşköprü garlic and evaluated the yield and resistance of 20 garlic accessions, including 18 local landraces, the locally developed ‘Taşköprü 56’, and the commercial Chinese variety ‘ASCG’. Molecular identification using translation elongation factor 1-α (<i>TEF1</i>) and second largest RNA polymerase II B-subunit (<i>RPB2</i>) genes revealed <i>F. oxysporum</i> (67.5%) as the dominant species, followed by <i>F. proliferatum</i> (15.6%), <i>F. solani</i> (9.1%), <i>F. redolens</i> (5.2%) and <i>F. clavum</i> (2.6%), respectively. All isolates were pathogenic, but aggressiveness varied, with <i>F. solani</i> being the most aggressive, followed by <i>F. redolens</i> and <i>F. oxysporum</i>. While ‘ASCG’ exhibited the highest yield (3.15 ton/ha), it was highly susceptible to FBR (DSI = 97.50%). Conversely, the landrace ASTK2 displayed the highest resistance (DSI = 53.13%), but lower yield. Promisingly, several Taşköprü landraces, such as ASTK6 and ASTK13, demonstrated both moderate resistance and promising yield potential. Surprisingly, ‘Taşköprü 56’, despite being a locally developed variety, exhibited high susceptibility to FBR (DSI = 93.75%) and did not outperform many landraces in terms of yield. This study provides the first reports of <i>F. redolens</i> and <i>F. clavum</i> infecting garlic in Türkiye, and the first molecular characterisation of <i>F. solani</i> as a garlic pathogen in the country, highlighting the potential of local landraces for breeding FBR-resistant, high-yielding cultivars.</p>\u0000 </div>","PeriodicalId":16843,"journal":{"name":"Journal of Phytopathology","volume":null,"pages":null},"PeriodicalIF":1.1,"publicationDate":"2024-10-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142451151","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Correction to Distribution and Diversity of Emergent Banana Bunchy Top Virus Infecting Banana and Plantain in Cameroon, Central Africa 非洲中部喀麦隆香蕉和芭蕉感染新出现的香蕉脆顶病病毒的分布和多样性更正
IF 1.1 4区 农林科学
Journal of Phytopathology Pub Date : 2024-10-12 DOI: 10.1111/jph.13410
{"title":"Correction to Distribution and Diversity of Emergent Banana Bunchy Top Virus Infecting Banana and Plantain in Cameroon, Central Africa","authors":"","doi":"10.1111/jph.13410","DOIUrl":"https://doi.org/10.1111/jph.13410","url":null,"abstract":"<p>Ngatat, S., R. Hanna, A. R. P. Doumtsop Fotio, et al. 2024. Distribution and Diversity of Emergent Banana Bunchy Top Virus Infecting Banana and plantain in Cameroon, Central Africa. <i>Journal of Phytopathology</i> 172: e13279. https://doi.org/10.1111/jph.13279</p><p>In the above article, the payer of the open access fee cited in the Acknowledgement text has changed. The updated text should read as follows:</p><p>The senior author gratefully acknowledges IITA for the IITA Talent Development Grant (2018) for training in molecular diagnostic and bioinformatics; Farmers who graciously allowed us to visit their farms; Mireire Meyema Nkoumou who facilitated access to farmers and farms; Ongama Christian, Bakary Kououtou who participated/assisted in the survey and Mr. S. Sagnia for his support and encouragement during the 2016–2017 survey period. The authors are grateful to CGIAR Plant Health Initiative for open access support.</p><p>We apologise for this error.</p>","PeriodicalId":16843,"journal":{"name":"Journal of Phytopathology","volume":null,"pages":null},"PeriodicalIF":1.1,"publicationDate":"2024-10-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/jph.13410","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142430047","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Armillaria Species Causing Kiwifruit Vine Decline and Root Rot in Northeastern Türkiye: A Growing Concern for Kiwifruit Health 造成蒂尔基耶东北部猕猴桃藤蔓衰退和根腐病的阿米拉里亚种:猕猴桃健康日益受到关注
IF 1.1 4区 农林科学
Journal of Phytopathology Pub Date : 2024-10-10 DOI: 10.1111/jph.13409
Muharrem Türkkan, Tuğba Bozoğlu, Sibel Derviş, İsmail Erper, Göksel Özer
{"title":"Armillaria Species Causing Kiwifruit Vine Decline and Root Rot in Northeastern Türkiye: A Growing Concern for Kiwifruit Health","authors":"Muharrem Türkkan,&nbsp;Tuğba Bozoğlu,&nbsp;Sibel Derviş,&nbsp;İsmail Erper,&nbsp;Göksel Özer","doi":"10.1111/jph.13409","DOIUrl":"https://doi.org/10.1111/jph.13409","url":null,"abstract":"<div>\u0000 \u0000 <p>Kiwifruit (<i>Actinidia deliciosa</i>) production in northeastern Türkiye is facing an emerging threat from Armillaria root rot. Surveys conducted in August 2021 and 2022 revealed that 10.5%–17.5% of the 200–500 vines within each of 35 kiwifruit orchards in the Perşembe, Gülyalı and Altınordu districts of Ordu province exhibited symptoms of Armillaria root rot, including complete defoliation. Diseased plants exhibited diagnostic signs on their root collars and woody roots, including white mycelial fans, extensive wood rot and rhizomorphs. A single <i>Armillaria</i> isolate was obtained from each of the 35 symptomatic orchards. Molecular identification, employing DNA sequencing of the large subunit (LSU) region of rDNA, the translation elongation factor subunit 1-alpha (<i>TEF1</i>) gene and the second largest RNA polymerase II B-subunit (<i>RPB2</i>) gene, identified 20 isolates as <i>Armillaria gallica</i> and 15 as <i>A</i>. <i>mellea</i>. Phylogenetic analyses, based on <i>TEF1</i> alignments, further supported the species identification with a 100% bootstrap value. To examine genetic diversity, start codon targeted (SCoT) marker 13 was used, successfully differentiating the two <i>Armillaria</i> species and revealing three distinct clades. Clades I and II comprised 15 and 5 isolates of <i>A</i>. <i>gallica</i>, respectively, while Clade III contained all 15 <i>A</i>. <i>mellea</i> isolates. Pathogenicity testing on kiwifruit seedlings (cv. Hayward) revealed the ability of both <i>A</i>. <i>gallica</i> and <i>A</i>. <i>mellea</i> isolates to induce disease. Rhizomorph-producing isolates in kiwifruit seedlings displayed high virulence, inducing severe leaf necrosis and seedling mortality, while isolates lacking these structures were non-pathogenic. This study identifies the first global instance of <i>A</i>. <i>gallica</i> causing kiwifruit root rot. This finding, along with the identification of <i>A</i>. <i>mellea</i> as a causal agent in the country, highlights the emerging threat of Armillaria root rot to kiwifruit production in the region.</p>\u0000 </div>","PeriodicalId":16843,"journal":{"name":"Journal of Phytopathology","volume":null,"pages":null},"PeriodicalIF":1.1,"publicationDate":"2024-10-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142429853","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Exploring Bioactive Compounds in Prosopis juliflora Extracts Through Comparative LC–MS Analysis 通过 LC-MS 比对分析探索糙叶树提取物中的生物活性化合物
IF 1.1 4区 农林科学
Journal of Phytopathology Pub Date : 2024-10-09 DOI: 10.1111/jph.13404
Sanjeev Jakatimath, K. C. Kiran Kumar, R. K. Mesta, Raghavendra S., Raghavendra G., Archana T. S., Devendra Kumar
{"title":"Exploring Bioactive Compounds in Prosopis juliflora Extracts Through Comparative LC–MS Analysis","authors":"Sanjeev Jakatimath,&nbsp;K. C. Kiran Kumar,&nbsp;R. K. Mesta,&nbsp;Raghavendra S.,&nbsp;Raghavendra G.,&nbsp;Archana T. S.,&nbsp;Devendra Kumar","doi":"10.1111/jph.13404","DOIUrl":"https://doi.org/10.1111/jph.13404","url":null,"abstract":"<div>\u0000 \u0000 <p>The current study was carried out to assess the alkaloid-enriched constituents of <i>Prosopis juliflora</i> (Fabaceae) against bacterial blight of pomegranate. Utilising plant extracts for disease management offers an eco-friendly approach. In vitro assessment of the minimum inhibitory concentration (MIC) for alkaloid-enriched fractions from the leaves and inflorescence of <i>P. juliflora</i> revealed a 14 mm zone of inhibition, with the lowest MIC value being 30 mg/mL. Untargeted metabolomics analysis of alkaloid-rich fractions (ARF) from four different tissues of <i>P. juliflora</i>, subjected to LC–MS for alkaloid identification, detected a total of 1489 peaks in positive mode and 240 peaks in negative mode. The highest peaks were detected in the leaves, where 47 metabolites and 9 alkaloids were identified. Ellipticine and ormosanine were found in relatively high concentrations across all four tissues, as indicated by their peak areas. The inflorescence had significantly high concentrations of sparteine, solanidine-I and puberanidine compared with other parts. Additionally, acetylsolanine was more abundant in the inflorescence, while solasodine-I was more prevalent in the leaves. A substantial amount of strictosidine was also found in the inflorescence.</p>\u0000 </div>","PeriodicalId":16843,"journal":{"name":"Journal of Phytopathology","volume":null,"pages":null},"PeriodicalIF":1.1,"publicationDate":"2024-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142429627","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Phytopathogenic Fungi and Their Active Metabolites With Bioherbicidal Potential Against the Invasive Alligator Weed, Alternanthera philoxeroides 植物病原真菌及其活性代谢物对入侵的鳄鱼草(Alternanthera philoxeroides)的生物草本杀虫潜力
IF 1.1 4区 农林科学
Journal of Phytopathology Pub Date : 2024-10-07 DOI: 10.1111/jph.13406
Payel Basak, Wri Dutta, Jashaswi Basu, Mayukh Ghosh, Anwesha Chakraborty, Puja Ray
{"title":"Phytopathogenic Fungi and Their Active Metabolites With Bioherbicidal Potential Against the Invasive Alligator Weed, Alternanthera philoxeroides","authors":"Payel Basak,&nbsp;Wri Dutta,&nbsp;Jashaswi Basu,&nbsp;Mayukh Ghosh,&nbsp;Anwesha Chakraborty,&nbsp;Puja Ray","doi":"10.1111/jph.13406","DOIUrl":"https://doi.org/10.1111/jph.13406","url":null,"abstract":"<div>\u0000 \u0000 <p>Alligator weed (<i>Alternanthera philoxeroides</i>), originally from South America, is a notorious semi-aquatic invasive species in many countries, including India. Due to its amphibious nature, it not only damages the aquatic environment but is also detrimental to the terrestrial ecosystem. To seek an environmentally sound control option for alligator weed, this study focused on selecting an appropriate mycoherbicidal agent. A series of steps from field survey-based collection, isolation and selection of promising fungal strains, followed by host range determination to biocontrol potential studies against the weed were undertaken. Twenty-three phytopathogenic fungi were isolated, and among these, the fungi with the highest herbicidal activity (&gt; 90% disease severity) were subjected to morphological and molecular characterisation and identified as <i>Alternaria alternantherae</i> (= <i>Nimbya alternanthera</i>). The fungus and its crude metabolites were tested against 76 plant species, showing a relatively narrow host range. This fungal species is being reported from West Bengal, India, for the first time. Although the fungus has been considered as a potential biocontrol tool against alligator weed in countries such as Australia, Brazil and China, long-term, detailed research for <i>A</i>. <i>alternantherae</i> and its active metabolites to be developed as bioherbicides against alligator weed remains indispensable.</p>\u0000 </div>","PeriodicalId":16843,"journal":{"name":"Journal of Phytopathology","volume":null,"pages":null},"PeriodicalIF":1.1,"publicationDate":"2024-10-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142429620","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Deep Hybrid Model for Pest Detection: IoT-UAV-Based Smart Agriculture System 用于害虫检测的深度混合模型:基于物联网-无人机的智能农业系统
IF 1.1 4区 农林科学
Journal of Phytopathology Pub Date : 2024-10-02 DOI: 10.1111/jph.13381
Vijayalakshmi Gokeda, Radhika Yalavarthi
{"title":"Deep Hybrid Model for Pest Detection: IoT-UAV-Based Smart Agriculture System","authors":"Vijayalakshmi Gokeda,&nbsp;Radhika Yalavarthi","doi":"10.1111/jph.13381","DOIUrl":"https://doi.org/10.1111/jph.13381","url":null,"abstract":"<div>\u0000 \u0000 <p>Modern technology is revolutionising traditional farming processes by introducing new and streamlined approaches. Despite these advancements, challenges such as disease identification, insect detection and weather forecasting persist. To address these issues, this work proposes a DHMPD-based IoT-UAV smart agriculture system focused on pest detection. The method involves several stages: data acquisition, preprocessing, data augmentation, segmentation, feature extraction and classification. During data acquisition, a ‘Pest data set’ is collected. Preprocessing includes <i>Z</i>-score normalisation to produce better-normalised images. Data augmentation involves rotating images to create different orientations. The segmentation stage uses an updated HDBSCAN process, which improves the distance calculation between pixels using hybridised Euclidean and Minkowski distances. Feature extraction retrieves various features from segmented images, including modified MBP features, colour-based features and shape-based features. After feature extraction, the classification phase is performed by a hybrid technique with DL approaches such as improved DBN and LSTM approaches. Finally, classification results are averaged to predict pest detection accurately. The approach's effectiveness is evaluated through various assessments, aiming to overcome current limitations and enhance smart agriculture systems. The proposed DHMPD method was compared with state-of-the-art approaches and traditional classifiers, achieving a maximum accuracy of 0.936, outperforming conventional methods in accurately detecting pests. Hence, the proposed work holds immense promise to advance the capabilities of smart agriculture systems, offering practical solutions that can benefit farmers, agricultural researchers and industries involved in crop management and food production.</p>\u0000 </div>","PeriodicalId":16843,"journal":{"name":"Journal of Phytopathology","volume":null,"pages":null},"PeriodicalIF":1.1,"publicationDate":"2024-10-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142429079","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effectiveness of Stem Rust Resistance Genes in Southern Russia 俄罗斯南部茎锈病抗性基因的有效性
IF 1.1 4区 农林科学
Journal of Phytopathology Pub Date : 2024-10-02 DOI: 10.1111/jph.13407
Galina V. Volkova, Ekaterina V. Gladkova, Olga A. Kudinova, Olesya O. Ignateva
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