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Evolution of Controllers for the Speed Control in Thyristor Fed Induction Motor Drive 晶闸管感应电机驱动速度控制控制器的发展
Pub Date : 2022-12-31 DOI: 10.31357/vjs.v25i02.6179
Mrs. Teenu Dubey, Dr. Jitendra K. Sharma, Dr. Sonu Sen
Induction Motors (IMs) are now becoming the pillar of almost all the motoringapplications related to the industry and household. The practical applications of IMs usually requireconstant motoring speed. As a result, different types of control systems for IM's speed controlling havebeen shaped. One of the important techniques is the utilization of thyristor fed drive. Although, thethyristor fed induction motor drive (TFIMD) offers stable speed performance, the practical speed controldemand is much more precise. Hence, this drive system utilizes additional controllers to attain precisespeed for practical applications. This paper offers a detailed review of the controllers utilized with thethyristor fed IM drive in the past few decades to achieve good speed control performance. The clear intentof the paper is to provide a comprehensible frame of the pros and cons of the existing controllers developedfor the TFIMD speed control requirements. Keywords: Thyristor Fed Drives, Induction Motors, Speed Controller, Conventional Controllers, andSoft Computing Techniques.
感应电机(IMs)现在正成为几乎所有与工业和家庭相关的电机应用的支柱。IMs的实际应用通常需要恒定的运动速度。因此,形成了不同类型的IM速度控制控制系统。其中一项重要的技术是利用晶闸管驱动。虽然晶闸管馈电感应电机驱动(TFIMD)提供稳定的速度性能,但实际的速度控制需求要精确得多。因此,该驱动系统利用额外的控制器来达到实际应用的精确速度。本文详细回顾了过去几十年来为实现良好的速度控制性能而与晶闸管馈电IM驱动器一起使用的控制器。本文的明确意图是提供一个可理解的框架,即为TFIMD速度控制要求开发的现有控制器的优缺点。关键词:晶闸管驱动,感应电机,速度控制器,传统控制器,软计算技术。
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引用次数: 0
Study on the Changes in Common Laboratory Parameters in Dengue Patients with Secondary Bacterial Infection 登革热继发细菌感染患者常用实验室参数变化的研究
Pub Date : 2022-12-31 DOI: 10.31357/vjs.v25i02.6178
D.D. Haputhanthiri, M.A.F. Sabriya, J.M.R.W.W.Wadanamby, D.H.H.Munasinghe
Secondary bacterial infection can adversely affect the clinical course of primary viral infection indengue fever. Time consuming microbiological culture confirmations and false negative culture resultsdelay the timely initiation of antibiotics. The objective of this study was to describe the variation in thecommon laboratory parameters during the illness, identify criteria that may predict secondary bacterialinfection before microbial culture confirmation, identify the common organisms causing secondarybacterial infections and their antibiotic sensitivity patterns. A retrospective case-control study was carriedout at the Dengue Management Unit of the National Institute of Infectious Diseases, Sri Lanka. Patientstreated with antibiotics upon suspicion or culture confirmation of secondary bacterial infections andpatients not treated with antibiotics were selected for the study. Total WBC count, absolute neutrophilcount, platelet count, HCT (Hematocrit), CRP (C Reactive Protein) and average body temperature wererecorded. Independent sample t-test was used to analyze the data. Study results showed that most positivemicrobial cultures were detected on the 6th and 7th days of illness. Staphylococcus, Streptococcus, andnon-speciated Gram-positive cocci were the commonly isolated organisms. Patients with confirmedsecondary bacterial infection had significantly higher neutrophil count (3.32±0.35x103/μL, p<0.05) andlower platelet counts (49.33±7.66x103/μL, p<0.05) on the 6th and 5th day of illness respectively. Theaverage body temperature was significantly higher in the study group than the control from the fever day3 onwards (p<0.05). The study subjects were more likely to have significantly lower HCT values(38.62±1.12%, p<0.05) than their controls on the third and fourth days of fever. Overall, the present studysuggests that bacterial co-infection increases the mortality rate in dengue patients. The variation inabsolute neutrophil count, platelet count, and body temperature pattern compared to the illness day can beused along for early prediction of secondary bacterial infection. Keywords:  dengue, bacterial infection, antibiotics, platelet count, HCT
继发细菌感染可对登革热原发病毒感染的临床病程产生不利影响。耗时的微生物培养确认和假阴性培养结果延迟了抗生素的及时启动。本研究的目的是描述疾病期间常见实验室参数的变化,确定在微生物培养确认之前可能预测继发性细菌感染的标准,确定引起继发性细菌感染的常见微生物及其抗生素敏感性模式。在斯里兰卡国家传染病研究所登革热管理股开展了一项回顾性病例对照研究。本研究选择怀疑或培养证实继发性细菌感染而接受抗生素治疗的患者和未接受抗生素治疗的患者。记录总白细胞计数、绝对中性粒细胞计数、血小板计数、HCT(血细胞比容)、CRP (C反应蛋白)和平均体温。采用独立样本t检验对数据进行分析。结果表明,发病第6天和第7天微生物培养阳性最多。葡萄球菌、链球菌和非物种革兰氏阳性球菌是常见的分离菌。继发性细菌感染患者在发病第6天中性粒细胞计数(3.32±0.35x103/μL, p<0.05)显著增高,血小板计数(49.33±7.66x103/μL, p<0.05)显著降低。研究组发热第3天起平均体温明显高于对照组(p<0.05)。研究对象在发热第3天和第4天的HCT值(38.62±1.12%,p<0.05)明显低于对照组。总的来说,目前的研究表明细菌合并感染增加了登革热患者的死亡率。绝对中性粒细胞计数、血小板计数和体温模式与发病日的变化可作为继发性细菌感染的早期预测依据。关键词:登革热,细菌感染,抗生素,血小板计数,HCT
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引用次数: 0
Performance Analysis of State-of-the-Art Deep Learning Models in the Visual-Based Apparent Personality Detection 最新深度学习模型在基于视觉的表观人格检测中的性能分析
Pub Date : 2022-12-31 DOI: 10.31357/vjs.v25i02.6174
W. M. K. S. Ilmini, TGI Fernando
This paper analyses the performances of pre-trained deep learning models as feature extractors forapparent personality trait detection (APD) by utilising different statistical methods to find the bestperforming pre-trained model. Accuracy and computational cost were used to measure the modelperformance. Personality is measured using the Big Five Personality Schema. CNN-RNN networks weredesigned using VGG19, ResNet152, and VGGFace pre-trained models to measure the personality withscene data. The models were compared using the mean accuracy attained and the average time is taken fortraining and testing. Descriptive statistics, graphs, and inferential statistics were applied in modelcomparisons. Results convey that, ResNet152 model reported the highest mean accuracy in the test dataset(0.9077), followed by VGG19 with 0.9036; VGGFace recorded the lowest (0.8962). ResNet152 consumedmore time than other architectures in model training and testing since the number of parameters iscomparably higher than the other two architectures involved. Statistical test results prove no significantevidence to conclude that VGG19 and ResNet152 based CNN-RNN models performed differently. Thisleads to the conclusion that even with a comparably lower number of parameters VGG19 model performedwell. The findings reveal that satisfactory accuracy is obtained with a limited number of frames extractedfrom videos since models achieved more than 90% accuracy.
本文分析了预训练深度学习模型作为表观人格特征检测(APD)特征提取器的性能,利用不同的统计方法寻找性能最好的预训练模型。准确度和计算成本是衡量模型性能的指标。人格是用大五人格图式来衡量的。使用VGG19、ResNet152和VGGFace预训练模型设计CNN-RNN网络,测量场景数据中的个性。使用获得的平均精度和用于训练和测试的平均时间对模型进行比较。在模型比较中应用了描述性统计、图表和推理统计。结果表明,ResNet152模型在测试数据集中的平均准确率最高(0.9077),其次是VGG19模型(0.9036);VGGFace最低(0.8962)。ResNet152在模型训练和测试中比其他架构消耗更多的时间,因为参数的数量比其他两个架构要高得多。统计检验结果没有显著证据表明基于VGG19和基于ResNet152的CNN-RNN模型表现不同。由此得出结论,即使在参数数量相对较少的情况下,VGG19模型也表现良好。研究结果表明,由于模型达到了90%以上的准确率,因此从视频中提取的帧数有限,获得了令人满意的准确率。
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引用次数: 0
Copy-cat Bot for Narendra Modi which generates plausible new speeches in Modhi’s style using machine learning approaches 纳伦德拉·莫迪的山寨机器人,它使用机器学习方法,以莫迪的风格生成看似合理的新演讲
Pub Date : 2022-12-31 DOI: 10.31357/vjs.v25i02.6176
Roshani Abeysekera, D. Gamini
Many consequences in the human past can be traced back to that one well-written, well-presentedspeech. Speeches grasp the power to move nations or touch hearts as long as they are well-thought-out.This is why gaining the expertise of speech giving and speech writing is something we should all intent togain. A copy-cat bot is a model that can learn the writing and talking style of a certain person and replicateit. The main objective of this research study is to apply simple Recurrent Neural Network (RNN), LongShort-Term Memory (LSTM) Recurrent Neural Networks and Gated Recurrent Unit (GRU) in developinga speech generation system that deep learns one text and then generates new text. This research looks intothe generation of English transcripts of Narendra Modi’s speeches. The generated text using LSTM andGRU models has great potential. The output resulted by RNN is less realistic and pragmatic, but itsvariants LSTM and GRU performed better. Though the grammatical correctness and the sentencetransitions were absent in generated text of LSTM and GRU, but their output is somewhat logical ascompared to RNN. LSTM and GRU performed better as it generated more realistic text and training lossis small, perplexity is small and mean probability is high compared to RNN.
人类历史上的许多后果都可以追溯到那篇写得很好、表达得很好的演讲。演讲只要经过深思熟虑,就能打动国家或触动人心。这就是为什么获得演讲和写作的专业知识是我们都应该努力获得的。模仿机器人是一种模型,它可以学习某个人的写作和说话风格,并复制它。本研究的主要目的是将简单递归神经网络(RNN)、长短期记忆(LSTM)递归神经网络和门控递归单元(GRU)应用于语音生成系统的开发,该系统可以深度学习一个文本,然后生成新的文本。这项研究着眼于纳伦德拉·莫迪(Narendra Modi)演讲的英文文本。使用LSTM和gru模型生成的文本具有很大的潜力。RNN的输出结果不太真实和实用,但它的变体LSTM和GRU表现得更好。LSTM和GRU的生成文本虽然没有语法正确性和句子过渡,但与RNN相比,它们的输出具有一定的逻辑性。与RNN相比,LSTM和GRU生成的文本更真实,训练损失小,困惑小,平均概率高,性能更好。
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引用次数: 0
Effect of Silos on Innovation 筒仓对创新的影响
Pub Date : 2022-12-31 DOI: 10.31357/vjs.v25i02.6170
Bandula Wijay
It is human behaviour to gravitate towards silos-type living and is quite evidenced by humanhistory. However, such a type of living and attitude does not support modernization through innovation toprovide a better living for humans. Even in the past, the concept of silo-type divisions did not providerapid development. Still, it was only after the humans came out of the silos, at least in part and startedcollaborating with each other the development started taking shape.
被筒仓式生活所吸引是人类的行为,这在人类历史中得到了充分的证明。然而,这种生活方式和态度并不支持通过创新实现现代化,为人类提供更好的生活。即使在过去,筒仓式划分的概念也没有提供快速发展。然而,只有在人类走出孤岛,至少部分地开始相互合作之后,发展才开始成形。
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引用次数: 0
Assessment of Food Safety Knowledge of Food Handlers and the Level of Implementation of Good Manufacturing Practices at Restaurants in Kegalle District, Sri Lanka 斯里兰卡Kegalle地区餐馆食品处理人员食品安全知识和良好生产规范实施水平评估
Pub Date : 2022-12-31 DOI: 10.31357/vjs.v25i02.6175
Lahiru Chandoda Nawarathne, Piyumi Chathurangi Wanniarachchi, Hashan Savinda Peiris, Piumi De. Abrew Abeysundara
The study aims to assess the food safety knowledge of restaurant owners/head chefs and toinvestigate the current level of implementation of Good Manufacturing Practices (GMP) in restaurants inKegalle District, Sri Lanka. Data were collected from a convenient sample of 100 respondents (50 ownersand 50 head chefs) of 50 restaurants in the Kegalle District using both researcher and self-administeredquestionnaires. The collected data were analyzed using Minitab (16/17) and the Microsoft Excel softwarepackages. The General and in-depth food safety knowledge of the respondents were tested using a selfadministeredquestionnaire which consisted of 24 questions. The GMP implementation was evaluatedusing a checklist consisting of 40 major Good Manufacturing Practices. The results indicate that the foodsafety knowledge of the respondents (restaurant owners and head chefs) increased with their educationlevel and level of training. The mean in-depth knowledge score of the respondents was significantlydifferent (p < 0.05) from that of their mean general knowledge of food safety. Results indicate that 22%of the respondents have never attended any training sessions or open seminars related to food safety andshowed poor knowledge, especially on aspects such as correct temperature control during handling food.The level of GMP implementation increased with restaurant owners' in-depth and total food safetyknowledge. The food safety knowledge of head chefs did not seem to affect the level of GMPimplementation at restaurants. Since the GMP implementation at restaurants is mostly affected by therestaurant owner’s knowledge and skills, the authors recommend conducting training sessions or openseminars to upgrade their in-depth and total knowledge of food safety.
该研究旨在评估餐馆老板/主厨的食品安全知识,并调查斯里兰卡kegalle地区餐馆实施良好生产规范(GMP)的现状。数据是从凯格勒区50家餐馆的100名受访者(50名老板和50名主厨)中方便地收集的,采用研究人员和自我管理的问卷调查。采用Minitab(16/17)软件和Microsoft Excel软件包对收集的数据进行分析。使用一份由24个问题组成的自我管理问卷,对受访者的一般和深入食品安全知识进行了测试。使用包含40个主要良好生产规范的清单对GMP实施进行了评估。结果表明,受访者(餐厅老板和主厨)的食品安全知识随其受教育程度和培训程度而增加。受访者对食品安全的深度知识平均分与一般知识平均分的差异有统计学意义(p < 0.05)。结果显示,22%的受访者从未参加过任何与食品安全有关的培训课程或公开研讨会,并且对食品安全知识贫乏,特别是在处理食品时正确控制温度等方面。随着餐饮业主对食品安全知识的深入和全面,GMP实施水平不断提高。厨师长的食品安全知识似乎并不影响餐厅实施gmp的水平。由于餐馆GMP的实施主要受餐馆老板的知识和技能的影响,作者建议举办培训课程或公开研讨会,以提高他们对食品安全的深入和全面的知识。
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引用次数: 0
The Researcher and the Future 研究人员与未来
Pub Date : 2022-12-31 DOI: 10.31357/vjs.v25i02.6171
Upali Samarajeewa
Research is a life-long activity generating new knowledge for the benefit of mankind. It aims atnew trends, new processes, new products and new activities adding value to human life. Universities ascenters for generation and dissemination of knowledge possess the advantage of having active youngminds willing to take challenges and curious to move in new directions under the guidance of well-read,experienced and disciplined senior Faculty. A perfect blend of the two groups could lead to success inresearch. Research is an unending knowledge hunt by the intellectuals through the exercise of their mindsto be converted into new practices.
研究是一项为人类创造新知识的终身活动。它旨在为人类生活增加价值的新趋势、新工艺、新产品和新活动。大学作为产生和传播知识的中心,其优势在于拥有活跃的年轻人,他们愿意接受挑战,并对在博览群书、经验丰富、纪律严明的资深教师的指导下向新的方向前进充满好奇。这两个群体的完美结合可能会导致研究的成功。研究是知识分子通过锻炼自己的思想,将其转化为新的实践而无休止地追求知识的活动。
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引用次数: 0
Investigation into the Interconnected Nature of Environmental Problems and Identifying Keystone Environmental Problems 调查环境问题的相互联系性质和识别关键环境问题
Pub Date : 2022-12-31 DOI: 10.31357/vjs.v25i02.6177
S. Sivaramanan, S.W. Kotagama
The study depicts the links between man-made environmental issues based on cause-and-effectrelationships from real-world examples. For instance, man-made climate change is caused primarily bydeforestation, draining of wetlands, intensive farming, and air pollution (greenhouse gas emission).Besides, every anthropogenic environmental problem may cause various other environmental problems,such as air pollution causes ocean acidification, ozone depletion, acid rain, disease, and visual pollution(smog). Similarly, deforestation causes biodiversity loss, land degradation, and human-animal conflict.About 255 links were examined among 40 identified environmental issues. In this web, certain causativeenvironmental problems establish keystone links. Keystone environmental problems were identified fromthe concept map based on the criteria given by the following approach. When mitigating a man-madeenvironmental problem, if it results in the permanent disappearance of one or more man-madeenvironmental problems, then that mitigated problem can be considered a keystone environmentalproblem. To be specific, a complete dependency of the resulting environmental problem/s on the parentenvironmental problem has enabled the parent environmental problem to be considered a keystoneenvironmental problem. This is because if the causative parent issue gets solved, then the resultingoffspring/s cannot exist. Eight man-made environmental problems were found as keystones, such as airpollution, deforestation, population explosion, overexploitation of natural resources, global energy crisis,intensive farming, water pollution-water scarcity, and urbanization (industrialization)-urban sprawlsettlements. Keywords: environment, environmental problems, manmade environmental problems, keystoneenvironmental problems, interconnected environmental problems
该研究基于现实世界的因果关系,描述了人为环境问题之间的联系。例如,人为造成的气候变化主要是由森林砍伐、湿地排水、集约化农业和空气污染(温室气体排放)造成的。此外,每一个人为的环境问题都可能导致其他各种环境问题,如空气污染导致海洋酸化、臭氧消耗、酸雨、疾病和视觉污染(烟雾)。同样,森林砍伐导致生物多样性丧失、土地退化和人与动物的冲突。在确定的40个环境问题中,审查了大约255个联系。在这个网络中,某些导致环境问题建立了关键链接。根据以下方法给出的标准,从概念图中确定了关键环境问题。在缓解人为环境问题时,如果它导致一个或多个人为环境问题永久消失,那么这个缓解的问题可以被认为是一个关键环境问题。具体地说,所产生的环境问题完全依赖于母体环境问题,使得母体环境问题被认为是关键环境问题。这是因为如果致病的父问题得到解决,那么由此产生的后代就不可能存在。八个人为环境问题被认为是关键问题,如空气污染、森林砍伐、人口爆炸、自然资源过度开发、全球能源危机、集约化农业、水污染-水资源短缺、城市化(工业化)-城市扩张-住区。关键词:环境,环境问题,人为环境问题,关键环境问题,关联环境问题
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引用次数: 0
A Review: Nanofertilizers for the Biofortification and Sustainable Agriculture 纳米肥料在生物强化与可持续农业中的应用综述
Pub Date : 2022-12-31 DOI: 10.31357/vjs.v25i02.6172
Shyamal Mondal
Improving nutritional efficiency (NUE) by endangering environmental quality has been a centralissue for agricultural food production (FPS) programs in order to sustain the growing population.Nanotechnology with nanoscale inputs for the production of nano agri-inputs (NAIPs) has alreadyemerged as an important solution to address the problem of low or moderate nutrient utilization withminimal environmental impact. Recently, a few new hybrid nanofertilizer (HNF) formulations have beendeveloped for biofortification and sustainable agriculture. Urea-modified hydroxyapatite was reported,which is a rich source of nitrogen, calcium, and phosphate. Gehan Amaratunga of the University ofCambridge has stated, “such fertilizers could reduce runoff and lead to harmful algal blooms in waterbodies”. The NAE (N Agronomic use Efficiency) for the urea-HA nanohybrids is 48%, while the NAEfor pure urea is 18%, at the field level. However, these fertilizers are expensive and have not been shownto be commercially viable up to date. Recently, nanoparticles such as copper, iron, and zinc wereincorporated into urea-modified hydroxyapatite to further increase the efficiency of the proposed fertilizer.
为了维持不断增长的人口,通过危害环境质量来提高营养效率(NUE)已经成为农业粮食生产(FPS)计划的核心问题。利用纳米投入生产纳米农业投入品(NAIPs)的纳米技术已经成为解决低或中等营养利用而对环境影响最小的问题的重要解决方案。近年来,一些新型杂交纳米肥料(HNF)配方被开发出来,用于生物强化和可持续农业。尿素修饰的羟基磷灰石是一种富含氮、钙和磷酸盐的物质。剑桥大学的Gehan Amaratunga说:“这种肥料会减少径流,导致水体中有害的藻类大量繁殖。”在田间水平上,尿素- ha纳米杂交种的氮素农艺利用效率(NAE)为48%,纯尿素的NAE为18%。然而,这些肥料价格昂贵,迄今为止还没有被证明具有商业可行性。最近,铜、铁和锌等纳米颗粒被掺入尿素修饰的羟基磷灰石中,以进一步提高肥料的效率。
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引用次数: 0
Solation and Characterization of Putative Nitrogen-Fixing Endophytes from Three Distinct Wild Rice Species in Sri Lanka 斯里兰卡三种不同野生稻中固氮内生菌的分离与鉴定
Pub Date : 2022-12-31 DOI: 10.31357/vjs.v25i02.6173
U. R. Yamasinghe, D. Gunawardana
There are 22 recorded wild rice species on earth, of which 5 are found in Sri Lanka. Knowledgeon the endophytic diazotrophs of wild rice species, which can be adopted for paddy cultivation, is still ata fledgling stage of discovery. The identification of stably maintained endophytic diazotrophic bacteria inthe genus Oryza requires further attention, especially due to skyrocketing global prices of chemicalfertilizers. The main objective of our study was the isolation and characterization of endophytic and rootsurfacecolonizing nitrogen fixers from three distinct wild rice species found in Sri Lanka, namely Oryzaeichingeri, Oryza granulata and Oryza nivara. Endophytic nitrogen fixers were isolated from surface–sterilized stems, leaves, and roots, while root surface colonizing bacteria were isolated from washed roots.There were eleven endophytic bacteria and four root surface colonizing bacteria isolated by using nitrogenfreeyeast mannitol/malate agar plates; six isolates from O. granulata, five isolates from O. eichingeri andfour isolates from O. nivara. Out of the 15 isolates, 13 were Gram negative and 2 stained Gram positive.Six of the eleven isolates secreted three enzymes tested, primarily pectinases, proteases, and cellulases,suggesting their prospective involvement in endophytic lifestyles. Most isolates showed either bulls eyes,dendritic or featureless patterns of swarming chemotaxis for the chemoattractant proline, a commonpromoter of bacterial motility. We also tested the genomes of the isolates for the presence of the nifH gene.DNA from seven isolates gave a PCR amplicon of the expected size (360 bp) using universal nifH primers,which proves that the genetic foundation for the production of nitrogenase reductase subunit was found inthese seven isolates. We also tested each of the bacterial isolates against a devastating fungal pathogen ofrice (Rhizoctonia solani). We found 4 potential candidates that show partial inhibitory activity against thegrowth of this rice sheath blight causative agent.
地球上有记录的野生水稻有22种,其中斯里兰卡有5种。野生稻内生重氮营养体可用于水稻栽培的研究尚处于起步阶段。鉴定稳定维持稻属内生重氮营养细菌需要进一步关注,特别是由于全球化肥价格飞涨。本研究的主要目的是分离斯里兰卡三种不同野生水稻(Oryzaeichingeri、Oryza granulata和Oryza nivara)的内生固氮菌和根表面定殖固氮菌,并对其进行鉴定。从表面灭菌的茎、叶和根中分离到内生固氮菌,从洗净的根中分离到根表面定植菌。利用无氮酵母甘露醇/苹果酸琼脂平板分离得到内生细菌11株,根表面定植细菌4株;肉芽草分离株6株,蛋黄菌分离株5株,尼瓦拉分离株4株。其中革兰氏阴性13株,革兰氏阳性2株。11株分离株中有6株分泌3种酶,主要是果胶酶、蛋白酶和纤维素酶,这表明它们可能参与内生生活方式。大多数分离株对化学引诱剂脯氨酸(细菌运动的共同启动子)表现出牛眼状、树突状或无特征的群集趋化模式。我们还测试了分离株的基因组是否存在nifH基因。从7株分离菌株的DNA中,利用通用的nifH引物得到了预期大小(360 bp)的PCR扩增子,证明这7株分离菌株具有产生氮酶还原酶亚基的遗传基础。我们还测试了每一种细菌分离物对水稻破坏性真菌病原体(索拉根丝核菌)的抗性。我们发现了4个对水稻纹枯病病原菌有部分抑制活性的候选菌株。
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引用次数: 0
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Vidyodaya Journal of Science
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