Pub Date : 2024-02-19DOI: 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.
{"title":"Relationship between fungal bioaerosols and biotic stress on crops: a case study on wheat rust fungi","authors":"","doi":"10.1007/s41348-024-00868-3","DOIUrl":"https://doi.org/10.1007/s41348-024-00868-3","url":null,"abstract":"<h3>Abstract</h3> <p>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. <em>Puccinia recondita</em>, 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.</p>","PeriodicalId":16838,"journal":{"name":"Journal of Plant Diseases and Protection","volume":"1 1","pages":""},"PeriodicalIF":2.0,"publicationDate":"2024-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139902577","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}
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。
{"title":"Allelopathic weed management in wheat (Triticum aestivum L.) through essential oil emulsions and aqueous botanical extracts-based novel bioherbicides","authors":"Pooja Maurya, Nihal Dwivedi, Abdul Mazeed, Dipender Kumar, Birendra Kumar, Chandan Singh Chanotiya, Kapil Dev, Priyanka Suryavanshi","doi":"10.1007/s41348-024-00870-9","DOIUrl":"https://doi.org/10.1007/s41348-024-00870-9","url":null,"abstract":"<p>Phytotoxic activity of essential oil emulsions (EOEs) of aromatic plants such as <i>Mentha piperita, Pelargonium graveolens, Matricaria chamomilla, Chrysopogon zizanioides, Pogostemon patchouli, Mentha arvensis,</i> and aqueous extracts of <i>Andrographis paniculata</i> were evaluated for problematic weeds like <i>Avena fatua</i> and <i>Phalaris minor,</i> along with wheat (<i>Triticum aestivum</i>) 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 <i>M. piperita, C. zizanioides, M. arvensis,</i> and an aqueous extract of <i>A. paniculata</i> as pre-emergence bioherbicides strongly inhibited germination and seedling growth of the tested weed species in a dose dependent manner, with <i>P. minor</i> and <i>A. fatua</i> being selectively more sensitive than <i>T. aestivum</i>. Percent seed germination varied between treatments, ranging from 3.45–48.28%, 3.45–100%, and 4.55–90.91% among <i>T. aestivum</i>, <i>A. fatua,</i> and <i>P. minor,</i> 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 <i>P. minor</i>, like relative electrolyte leakages, essential oil of <i>M. arvensis</i> 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 <i>C. zizanioides</i> at concentration 1% + 8% (pre emergence + early post emergence) and 22.80% reported in <i>M. piperita</i> 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 <i>T. aestivum</i> plants were less severe as compared to the symptoms recorded in <i>A. fatua</i> and <i>P. minor</i> weeds. This is the first in-depth study to show that emulsions of essential oils from <i>P. graveolens</i>, <i>C. zizanioides</i>, and <i>P. patchouli</i> are phytotoxic. It is also the first time that <i>M. arvensis</i> and <i>C. zizanioides</i> 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.</p>","PeriodicalId":16838,"journal":{"name":"Journal of Plant Diseases and Protection","volume":"20 1","pages":""},"PeriodicalIF":2.0,"publicationDate":"2024-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139755018","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}
Pub Date : 2024-02-15DOI: 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.
{"title":"Wound to survive: mechanical damage suppresses aphid performance on brassica","authors":"Jamin Ali, Mohammad Mukarram, Arzlan Abbas, Md Umar, Peter Fleischer, Heba I. Mohamed","doi":"10.1007/s41348-024-00871-8","DOIUrl":"https://doi.org/10.1007/s41348-024-00871-8","url":null,"abstract":"<p>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 (<i>Myzus persicae</i> Sulzer) (Hemiptera: Aphididae) and their parasitoid (<i>Diaeretiella rapae</i> 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.</p>","PeriodicalId":16838,"journal":{"name":"Journal of Plant Diseases and Protection","volume":"164 1","pages":""},"PeriodicalIF":2.0,"publicationDate":"2024-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139754946","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}
Pub Date : 2024-02-14DOI: 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.
{"title":"The biocontrol roles of cyclic lipopeptide putisolvin produced from Pseudomonas capeferrum HN2-3 on the Phytophthora blight disease in cucumbers","authors":"Jun Sheng, Xiao Qin, Xiao Yang, Qian Liu, Zongwang Ma","doi":"10.1007/s41348-024-00874-5","DOIUrl":"https://doi.org/10.1007/s41348-024-00874-5","url":null,"abstract":"<p>In this study, a strain HN2-3 was isolated from a rhizosphere soil sample of <i>Setaria viridis</i> 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 <i>p</i>HN2-3. The strain HN2-3 was characterized as <i>Pseudomonas capeferrum</i> by the combination of 16S rRNA gene-based phylogenetic analysis and Type (Strain) Genome Server (TYGS). Moreover, the cyclic lipopeptide (CLP) produced from <i>P. capeferrum</i> HN2-3 was isolated and purified from the bacterial supernatant by acid-aided precipitation and high-performance liquid chromatography (HPLC). A purified CLP (<b>1</b>) 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 <i>Phytophthora capsici</i> 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 <i>Phytophthora capsici</i> displayed a significant decreasing on <i>Phytophthora</i> blight disease in cucumbers. Overall, this study has indicated that putisolvin produced from <i>P. capeferrum</i> HN2-3 could be developped as a biopesticide for the management of <i>Phytophthora</i> blight disease in cucumbers.</p>","PeriodicalId":16838,"journal":{"name":"Journal of Plant Diseases and Protection","volume":"37 1","pages":""},"PeriodicalIF":2.0,"publicationDate":"2024-02-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139755017","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}
Pub Date : 2024-02-14DOI: 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.
{"title":"Evaluation of Bacillus spp. as biocontrol agents against chili leaf spot caused by Xanthomonas vesicatoria","authors":"Sadia Aziz, Saleem Akhtar Jamshed, Tariq Mukhtar, Gulshan Irshad, Shahzada Sohail Ijaz, Muhammad Usman Raja","doi":"10.1007/s41348-024-00866-5","DOIUrl":"https://doi.org/10.1007/s41348-024-00866-5","url":null,"abstract":"<p>In this study, we investigated native soil antagonists and the exotic <i>Bacillus thuringiensis</i> (Bt) in their effectiveness against chili bacterial pathogens, specifically <i>Pseudomonas syringae</i> and <i>Xanthomonas vesicatoria</i>. 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 <i>P. syringae</i> and <i>X. vesicatoria</i>, a dual culture confrontational assay was conducted. SK, CM, and Bt were found to restrict the growth of <i>X. vesicatoria</i>, not <i>P. syringae</i>. Consequently, further tests were exclusively performed with <i>X. vesicatoria</i>. 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 <i>X. vesicatoria</i>, 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 <i>in planta</i> using detached leaf and seedling inoculation methods. Pre-inoculating leaves of a susceptible chili cultivar with antagonists and subsequently re-inoculating with <i>X. vesicatoria</i> 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 <i>Bacillus</i> spp. isolates (SK, CM) and commercial exotic Bt have the potential to counteract <i>X. vesicatoria</i> in both local and distant tissues.</p>","PeriodicalId":16838,"journal":{"name":"Journal of Plant Diseases and Protection","volume":"65 1","pages":""},"PeriodicalIF":2.0,"publicationDate":"2024-02-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139754883","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}
Pub Date : 2024-02-13DOI: 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.
{"title":"Detecting urban tree canopy using convolutional neural networks with aerial images and LiDAR data","authors":"Hossein Ghiasvand Nanji","doi":"10.1007/s41348-024-00861-w","DOIUrl":"https://doi.org/10.1007/s41348-024-00861-w","url":null,"abstract":"<p>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.</p>","PeriodicalId":16838,"journal":{"name":"Journal of Plant Diseases and Protection","volume":"16 1","pages":""},"PeriodicalIF":2.0,"publicationDate":"2024-02-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139754953","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}
Pub Date : 2024-02-10DOI: 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.
{"title":"The management of grapevine downy mildew: from anti-resistance strategies to innovative approaches for fungicide resistance monitoring","authors":"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","doi":"10.1007/s41348-024-00867-4","DOIUrl":"https://doi.org/10.1007/s41348-024-00867-4","url":null,"abstract":"<p>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 <i>PvCesA3</i>) 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.</p>","PeriodicalId":16838,"journal":{"name":"Journal of Plant Diseases and Protection","volume":"6 1","pages":""},"PeriodicalIF":2.0,"publicationDate":"2024-02-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139754952","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}
Pub Date : 2024-02-09DOI: 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。
{"title":"Biocontrol potential of native Algerian bacteria isolated from greenhouses against Botrytis cinerea and Oidium neolycopersici on tomato","authors":"Abdelhamid Foughalia, Mourad Hamiroune, Charlotte Chandeysson, Jean-François Bourgeay, Magali Duffaud, Marc Bardin, Philippe C. Nicot, Kamel Aissat","doi":"10.1007/s41348-024-00865-6","DOIUrl":"https://doi.org/10.1007/s41348-024-00865-6","url":null,"abstract":"<p><i>Botrytis cinerea</i> and <i>Oidium neolycopersici</i> 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 <i>B. cinerea</i> 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 <i>B. cinerea</i> and their effect against <i>O. neolycopersici</i> and <i>B. cinerea</i> 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 <i>B. cinerea</i>. <i>In planta</i>, 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 <i>B. cinerea</i>. Taken together, these results allowed us to retain seven isolates with over 90% of efficacy against <i>B. cinerea</i>. These isolates were also able to protect tomato plants against <i>O. neolycopersici</i>, and they were identified as, <i>P. argentinensis</i> (SJ2), <i>Serratia marcescens</i> (SJ11), <i>Pseudomonas lactis</i> (SJ55), <i>Pseudomonas veronii</i> (RSAB3), <i>Stenotrophomonas maltophilia</i> (RTB17), <i>Bacillus subtilis</i> (SA14) and <i>Bacillus toyonensis</i> (SA87). This study showed promising results that could be exploited for a potential application of bacterial-based biocontrol agents efficient against both <i>B. cinerea</i> and <i>O. neolycopersici</i>.</p>","PeriodicalId":16838,"journal":{"name":"Journal of Plant Diseases and Protection","volume":"6 1","pages":""},"PeriodicalIF":2.0,"publicationDate":"2024-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139754925","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}
Pub Date : 2024-02-08DOI: 10.1007/s41348-024-00864-7
Yubing Sun, Yutong Zheng
Disease is a serious problem in tomato plants, causing huge economic losses. Disease detection, as the premise of protection, is important. This paper employed Electronic nose (E-nose) and Gas Chromatography–Mass Spectrometer (GC–MS), as an auxiliary technique, to predict disease type and its severity in the tomato plant. Twenty-five volatile constituents were identified using GC–MS. Their concentrations were calculated and showed the difference in different groups. Furthermore, the results of E-nose and GC–MS were compared and showed a good correlation. Moreover, the possibility of E-nose in classifying tomato plants infected with different types and severities of disease either respectively or together was proved based on either Principal Component Analysis (PCA) or Discriminant Functions Analysis (DFA). Then, Backpropagation neural network (BPNN) was introduced and showed that the correct classification rates were 98.3% for the training set and 97.5% for the testing set for predicting disease type and severity. Moreover, 100% correct classification rate was obtained for the diseased groups, which was very meaningful for the prevention of disease spread and met actual application needs. This study demonstrates the feasibility of E-nose in predicting tomato plants infected with disease in different types and severities.
{"title":"Prediction of tomato plants infected by fungal pathogens at different disease severities using E-nose and GC–MS","authors":"Yubing Sun, Yutong Zheng","doi":"10.1007/s41348-024-00864-7","DOIUrl":"https://doi.org/10.1007/s41348-024-00864-7","url":null,"abstract":"<p>Disease is a serious problem in tomato plants, causing huge economic losses. Disease detection, as the premise of protection, is important. This paper employed Electronic nose (E-nose) and Gas Chromatography–Mass Spectrometer (GC–MS), as an auxiliary technique, to predict disease type and its severity in the tomato plant. Twenty-five volatile constituents were identified using GC–MS. Their concentrations were calculated and showed the difference in different groups. Furthermore, the results of E-nose and GC–MS were compared and showed a good correlation. Moreover, the possibility of E-nose in classifying tomato plants infected with different types and severities of disease either respectively or together was proved based on either Principal Component Analysis (PCA) or Discriminant Functions Analysis (DFA). Then, Backpropagation neural network (BPNN) was introduced and showed that the correct classification rates were 98.3% for the training set and 97.5% for the testing set for predicting disease type and severity. Moreover, 100% correct classification rate was obtained for the diseased groups, which was very meaningful for the prevention of disease spread and met actual application needs. This study demonstrates the feasibility of E-nose in predicting tomato plants infected with disease in different types and severities.</p>","PeriodicalId":16838,"journal":{"name":"Journal of Plant Diseases and Protection","volume":"18 1","pages":""},"PeriodicalIF":2.0,"publicationDate":"2024-02-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139754877","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}
Pub Date : 2024-02-03DOI: 10.1007/s41348-024-00863-8
Luis Enrique Ortiz-Martínez, Daniel Leobardo Ochoa-Martínez, Jorge Gutiérrez
Elicitors are considered sustainable alternatives for the management of phytopathogenic viruses. The aim of the present study was to evaluate the effectiveness of nine elicitors on morphology, yield, and fruit quality of tomato plants inoculated with the Tomato brown rugose fruit virus (ToBRFV-Tobamovirus/Virgaviridae), Pepino mosaic virus (PepMV-Potexvirus/Alphaflexiviridae), and mixed infection (ToBRFV + PepMV). The experiment was set up under a completely randomized design with six replicates. Ten days after transplanting, virus inoculation was done mechanically in all the treatments, except the negative controls. Three morphological, four yield, and seven fruit quality variables were evaluated. Virablock® 3G50 increased yield by more than 44% compared with the positive control in plants inoculated with ToBRFV, PepMV, and the mixed infection, while Supermagro cell extract and enhanced Supermagro increased yield in plants inoculated with ToBRFV and the mixed infection by more than 82% and 34%, respectively. Virablock® 3G50 and an ethanolic extract of Arracacia bracteata showed the highest values in fruit quality variables.
{"title":"Elicitors in the production of tomato crop infected with Tomato brown rugose fruit virus and Pepino mosaic virus","authors":"Luis Enrique Ortiz-Martínez, Daniel Leobardo Ochoa-Martínez, Jorge Gutiérrez","doi":"10.1007/s41348-024-00863-8","DOIUrl":"https://doi.org/10.1007/s41348-024-00863-8","url":null,"abstract":"<p>Elicitors are considered sustainable alternatives for the management of phytopathogenic viruses. The aim of the present study was to evaluate the effectiveness of nine elicitors on morphology, yield, and fruit quality of tomato plants inoculated with the <i>Tomato brown rugose fruit virus</i> (ToBRFV-Tobamovirus/Virgaviridae), <i>Pepino mosaic virus</i> (PepMV-Potexvirus/Alphaflexiviridae), and mixed infection (ToBRFV + PepMV). The experiment was set up under a completely randomized design with six replicates. Ten days after transplanting, virus inoculation was done mechanically in all the treatments, except the negative controls. Three morphological, four yield, and seven fruit quality variables were evaluated. Virablock® 3G50 increased yield by more than 44% compared with the positive control in plants inoculated with ToBRFV, PepMV, and the mixed infection, while Supermagro cell extract and enhanced Supermagro increased yield in plants inoculated with ToBRFV and the mixed infection by more than 82% and 34%, respectively. Virablock® 3G50 and an ethanolic extract of <i>Arracacia bracteata</i> showed the highest values in fruit quality variables.</p>","PeriodicalId":16838,"journal":{"name":"Journal of Plant Diseases and Protection","volume":"207 1","pages":""},"PeriodicalIF":2.0,"publicationDate":"2024-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139678112","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}