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Root Mass and Elemental Concentrations in an Irish Oak Woodland 爱尔兰栎林根质量和元素浓度
Pub Date : 2020-07-01 DOI: 10.22232/STJ.2020.08.02.01
F. Brearley
Fine roots (< 2 mm diameter) are key for nutrient and carbon cycling in forests but less well studied for oak than other European trees. To better understand controls on root mass and nutrient concentrations in oak stands, a study was conducted at Glendalough in Ireland. Roots were removed from soils and measured for biomass, length and nutrient concentrations along with soil nutrients. Fine root mass was 360 gm-2 and comparable to other oak stands. Whilst root N concentrations were high, P concentrations were low and N, P, K, Mg, but not C or Ca were at greater concentrations in fine roots compared to coarse (2-5 mm) roots. The root Ca:Al ratio suggested Al toxicity although this was less marked in organic-rich soils. Neither root mass nor root nutrient concentrations showed particularly strong correlations with soil nutrients or pH. Whilst this data agrees well with other similar studies, improved analysis by separating live and dead roots will further advance our understanding of controls on forest fine root dynamics.
细根(直径小于2毫米)是森林中养分和碳循环的关键,但与其他欧洲树木相比,对橡树的研究较少。为了更好地了解对栎树根系质量和养分浓度的控制,在爱尔兰的格兰达洛进行了一项研究。将根从土壤中取出,测量其生物量、长度和养分浓度以及土壤养分。细根质量为360 gm-2,与其他栎林相当。细根的N、P、K、Mg浓度高于粗根(2-5 mm),而粗根的N、P、K、Mg浓度高于粗根(2-5 mm)。根系Ca:Al比值表明铝毒性,但在富有机质土壤中不明显。根系质量和根系养分浓度都没有显示出与土壤养分或ph的特别强的相关性。虽然这一数据与其他类似的研究非常一致,但通过分离活根和死根的改进分析将进一步提高我们对森林细根动态控制的理解。
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引用次数: 0
A Novel Framework to Secure CBWSNS Against the Selfishness Problem 一种防止CBWSNS自私问题的新框架
Pub Date : 2019-07-01 DOI: 10.22232/stj.2019.07.02.01
Poonam Mittal
Dynamic and cooperative nature of sensor nodes in Wireless Sensor Networks raises question on security. Various researchers work in this direction to spot malicious, selfish and compromised nodes. Various mechanisms followed are uniqueness of clustering, reputation system and an operation at specific nodes. LEACH is a hierarchical protocol in which most nodes transmit to cluster heads, and the cluster heads aggregate and compress the data and forward it to the base station (sink). Each node uses a stochastic algorithm at each round to determine whether it will become a cluster head in this round. Clustering process carried out in two stages takes the role of the reputation scheme and reveals specific operation at CH, IN and MNs beside their usual activities in cluster based wireless sensor networks. This paper mentioned the final structure of the security framework, corresponding attacks and defense mechanism of the model. It also discusses various security level processes of wireless sensor networks. Results implies that in a cluster-based protocol such as LEACH in which optimally 5% of the nodes are cluster heads it is likely that a significant portion of the network can be paralyzed or the entire network disabled, in the worst-case scenario, if these cluster heads are compromised. Our main contribution in this paper is our novel approach in maintaining trusted clusters through a trust-based decision-making cluster head election algorithm.
无线传感器网络中传感器节点的动态性和协同性给网络的安全性带来了问题。各种各样的研究人员在这个方向上工作,以发现恶意、自私和妥协的节点。所遵循的各种机制是集群的唯一性、信誉系统和特定节点的操作。LEACH是一种分层协议,其中大多数节点向簇头发送数据,簇头聚合和压缩数据并将其转发给基站(接收器)。每个节点在每一轮中使用随机算法来确定它是否会在这一轮中成为簇头。分两个阶段进行的聚类过程扮演了声誉方案的角色,并揭示了CH, in和MNs在基于聚类的无线传感器网络中的常规活动之外的具体操作。本文提出了安全框架的最终结构和相应的模型攻击防御机制。讨论了无线传感器网络的各种安全级别流程。结果表明,在LEACH等基于集群的协议中,最理想的情况是5%的节点是集群头,在最坏的情况下,如果这些集群头受到损害,网络的很大一部分可能会瘫痪或整个网络禁用。我们在本文中的主要贡献是我们通过基于信任的决策簇头选举算法来维护可信簇的新方法。
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引用次数: 0
Hydrophobicity Character of A-lactalbumin Nanoparticles: An Ultrasonic Study a -乳蛋白纳米颗粒的疏水性:超声研究
Pub Date : 2019-07-01 DOI: 10.22232/stj.2019.07.02.12
K. Kavitha, L. Palaniappan
Effect of pH and cosolvent on the stabilization of protein structure is a well established study in protein or food science. Among the various applications of proteins, the use of protein nanoparticle as drug or bioactive compound carriers is the one which is of most interest to many diverse researchers. The synthesis of such protein nanoparticles and their characterization is of prior requirement for the realization of these drug or bioactive carriers. On this basis, the present work deals with the ultrasonic analysis of hydrophobic interactions exhibited by the a-lactalbumin nanoparticle synthesized by heat treatment using acetone as desolvating agent. In order to enrich the variations in hydrophobicity, heat or temperature and cosolvent (glucose) are included in the study. The results are interpreted in terms of the interactions existing among the components and the evolved discussions reveal the bulk nature of the medium is controlled by the existing hydrophobicity interactions. The obtained results indicate that the dependency of protein denaturation on heat and the strengthening of non- covalent interactions by the cosolvent and/or the steric exclusion effect can be attributed to the structural modifications of protein.
pH值和助溶剂对蛋白质结构稳定的影响是蛋白质或食品科学中一个成熟的研究。在蛋白质的各种应用中,利用蛋白质纳米颗粒作为药物或生物活性化合物的载体是许多不同研究者最感兴趣的领域之一。这些蛋白质纳米颗粒的合成及其表征是实现这些药物或生物活性载体的先决条件。在此基础上,以丙酮为脱溶剂,对热处理合成的乳清蛋白纳米粒子的疏水相互作用进行了超声分析。为了丰富疏水性的变化,在研究中加入了热或温度和助溶剂(葡萄糖)。结果被解释为组分之间存在的相互作用,演变的讨论揭示了介质的体积性质是由存在的疏水相互作用控制的。所得结果表明,蛋白质变性对热的依赖性、助溶剂对非共价相互作用的增强和/或位阻效应可归因于蛋白质的结构修饰。
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引用次数: 1
An Extended C4.5 Classification Algorithm using Mathematical Series 基于数学级数的扩展C4.5分类算法
Pub Date : 2019-07-01 DOI: 10.22232/stj.2019.07.02.06
R. R. Aswathi, K. P. Kumar, B. Ramakrishnan
The algorithm C4.5 is an efficient decision tree based classification, which is derived from the ID3 approach. C4.5 is also a rule based classification algorithm. The main importance of the C4.5 algorithm is that it can deal with categorical data, over fitting of data and handling of missing values. The performance of C4.5 is superior to ID3 even with equal number of attributes. The EC4.5 (Exponential C4.5) is an extension of C4.5 algorithm which uses exponential of split value to predict the gain of attributes and handled the set back reported in C4.5. However the EC4.5 has some misclassification of data and to avoid this problem a new technique is introduced. This paper proposes a proficient technique TMC4.5 (Taylor-Madhava C4.5) to reduce the uncertainty in classification of data by integrating an exponential split value in EC4.5 and sin splitting value derived from the Madhava series. By using this technique an optimized gain value is obtained that reduces uncertainty. From the obtained result the TMC4.5 has far better results than the C4.5 and EC4.5 algorithms.
C4.5算法是一种高效的基于决策树的分类算法,它是由ID3方法衍生而来的。C4.5也是一种基于规则的分类算法。C4.5算法的主要重要性在于它可以处理分类数据、数据的过拟合和缺失值的处理。即使在相同数量的属性下,C4.5的性能也优于ID3。EC4.5(指数C4.5)是C4.5算法的扩展,它使用分割值的指数来预测属性的增益,并处理C4.5中报告的集回。然而,EC4.5对数据有一些错误分类,为了避免这个问题,引入了一种新技术。本文提出了一种熟练的技术TMC4.5 (Taylor-Madhava C4.5),通过积分EC4.5中的指数分裂值和Madhava序列的sin分裂值来减少数据分类中的不确定性。通过使用该技术,获得了一个优化的增益值,减少了不确定性。从得到的结果来看,TMC4.5算法的效果远远好于C4.5和EC4.5算法。
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引用次数: 1
A Pressure-based Compressible-Liquid Flow Model for Computation of Instantaneous Valve Closure in Pipes 基于压力的可压缩流体流动模型计算管道内阀门瞬时关闭
Pub Date : 2019-07-01 DOI: 10.22232/stj.2019.07.02.07
R. Chandran, A. Salih
A generalized, pressure-based compressible-liquid flow model is proposed for the isothermal low-speed flow of liquids. The flow model incorporates dedicated equations of state for liquids into the pressure-based solvers to simulate the compressible effects in liquids. The model’s capability to handle compressible liquid flow problems is evaluated against the well-established density-based water-hammer model. The isothermal flow problem of an instantaneous valve closure in an irrigation pipe and the associated flow transients are numerically solved using the proposed model by employing the Tait equation of state in conjunction with a segregated pressure-based solver algorithm. The transient flow problem is solved for a range of operating pressures, and the surge in pressure and variation of other flow properties and their interrelations are studied in detail. The proposed model could successfully capture the entire physics of the problem, including the compressible modeling of the liquid involved and could produce high accuracy numerical results. The results suggest that the pressure-based compressible-liquid flow model is a reliable and computationally inexpensive numerical tool for isothermal low-speed compressible liquid flow computations.
提出了一种基于压力的广义可压缩液体等温低速流动模型。该流动模型将专用的液体状态方程纳入基于压力的求解器中,以模拟液体中的可压缩效应。该模型处理可压缩液体流动问题的能力与已建立的基于密度的水锤模型进行了对比。采用Tait状态方程和基于分离压力的求解器算法,对灌溉管中阀门瞬时关闭等温流动问题及相关流动瞬态进行了数值求解。求解了一定工作压力范围内的瞬态流动问题,并详细研究了压力波动和其他流动特性的变化及其相互关系。所提出的模型可以成功地捕捉到问题的整个物理特性,包括所涉及液体的可压缩建模,并且可以产生高精度的数值结果。结果表明,基于压力的可压缩流体流动模型是一种可靠且计算成本低廉的等温低速可压缩流体流动计算数值工具。
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引用次数: 1
Fuzzy Logic: An Easiest Technique to Predict Celiac Disease 模糊逻辑:预测乳糜泻最简单的技术
Pub Date : 2019-07-01 DOI: 10.22232/stj.2019.07.02.11
Sunny Thukral, J. Bal
The need for the proposed system mounts due to expensive clinical cost, the prolonged period of Genetic testing and especially painful for an individual to perform all certain clinical tests to diagnose celiac disease. With this proposed method, an individual can foretell celiac disease by just input crisp values of varied symptoms using fuzzy logic. A case study was conducted using a questionnaire procedure to obtain out the requisite symptoms in Amritsar, Punjab on 700 individuals; having 303 females and 393 males. So, the proposed system will be implemented using Mamdani Model and forms the prediction output practicing de-fuzzification when correlated with computed values produced optimum correctness. The proposed system will have a disease prediction of 96.11% accuracy according to the input values given by an individual to authenticate the celiac disease. The proposed system will provide a fruitful outcome for individuals and physicians for celiac disease disclosure in few seconds without any painful testing strategy.
由于昂贵的临床费用、长期的基因检测以及对个人进行所有诊断乳糜泻的临床检测的痛苦,对拟议系统的需求增加了。使用该方法,个体可以通过使用模糊逻辑输入各种症状的清晰值来预测乳糜泻。在旁遮普省阿姆利则,对700人进行了案例研究,采用问卷调查程序得出了必要的症状;有303名女性和393名男性。因此,所提出的系统将使用Mamdani模型实现,并在与计算值相关时形成进行去模糊化的预测输出,从而产生最佳的正确性。根据个人提供的诊断乳糜泻的输入值,该系统的疾病预测准确率将达到96.11%。该系统将为个人和医生在几秒钟内提供富有成效的结果,而无需任何痛苦的测试策略。
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引用次数: 3
Pig Breeds Classification using Neuro-Statistic Model 基于神经统计模型的猪品种分类
Pub Date : 2019-07-01 DOI: 10.22232/stj.2019.07.02.10
S. Mandal, Sanket Dan, Pritam Ghosh, Subhranil Mustafi, Kunal Roy, Kaushik Mukherjee, D. Hajra, S. Banik
Image classification using fully connected neural network is not efficient due to huge number of parameters in each layer. In this paper, we propose a Neuro-Statistic model for classification of five different pig breeds from pig images. The model consists of four sub modules which work together as a layered structure. We captured multiple individual pig images of five different pig breeds from different organized farms to conduct this research, segmented the captured pig images using hue based segmentation algorithm and then calculated the statistical properties like entropy, standard deviation, variance, mean, median, mode and color properties like H.S.V from the content of the individual segmented images. We fed all the extracted properties into Neural Network for Pig Breed (NNPB) to perform pig breed prediction with the classification module and analyzed the best performance, regression error plot, Error histogram and training state of NNPB. The performance of NNPB network was accepted based on error analysis and finally, we used the trained model to predict the breed of 50 pig images and achieved the prediction accuracy of 90%.
使用全连接神经网络进行图像分类,由于每层参数数量巨大,导致分类效率不高。在本文中,我们提出了一种神经统计模型,用于从猪图像中分类五种不同的猪品种。该模型由四个子模块组成,这些子模块作为分层结构一起工作。我们采集了来自不同组织养殖场的5种不同猪种的多张个体猪图像进行研究,利用基于色相的分割算法对捕获的猪图像进行分割,然后从各个分割图像的内容中计算熵、标准差、方差、均值、中位数、模式和H.S.V等颜色属性。将提取的所有属性输入到NNPB (Neural Network for Pig Breed)中,利用分类模块进行猪品种预测,并分析了NNPB的最佳性能、回归误差图、误差直方图和训练状态。在误差分析的基础上,接受了NNPB网络的性能,最后利用训练好的模型对50张猪图像进行了品种预测,预测准确率达到90%。
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引用次数: 0
Synergistic Effect of Thiourea-Zn2+ and L-Phenylalanine on the Inhibition of Corrosion of Mild Steel in Acid Medium 硫脲- zn2 +和l -苯丙氨酸对低碳钢在酸性介质中缓蚀的协同效应
Pub Date : 2019-07-01 DOI: 10.22232/stj.2019.07.02.09
M. Geetha, J. Sathish, S. Rajendran
The formulation consisting of 100 ppm Thiourea, 25 ppm Zn2+ and 250 ppm of L-Phenylalanine has 95% corrosion inhibition efficiency with a synergistic effect among Thiourea, L-Phenylalanine and Zn2+ ions. Polarization study shows that this formulation as a mixed inhibitor. FTIR spectra exposed the presence of Fe2+-Thiourea, Fe2+-L-Phenylalanine complex and Zn(OH)2 in protective film. AFM study confirmed the metal surface smoothness following engrossed in the inhibitor and the presence of formed protective film on the metal surface.
由100 ppm的硫脲、25 ppm的Zn2+和250 ppm的l -苯丙氨酸组成的配方具有95%的缓蚀效率,硫脲、l -苯丙氨酸和Zn2+离子之间具有协同效应。极化研究表明,该配方为混合缓蚀剂。FTIR光谱显示保护膜中存在Fe2+-硫脲、Fe2+- l -苯丙氨酸络合物和Zn(OH)2。原子力显微镜研究证实了金属表面的光滑度,并在金属表面形成了保护膜。
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引用次数: 0
A Comprehensive Review on Molecular Characteristics and Food-Borne Outbreaks of Listeria monocytogenes 单核增生李斯特菌分子特征与食源性暴发的综合研究进展
Pub Date : 2019-07-01 DOI: 10.22232/stj.2019.07.02.04
D. Malakar, P. Borah, L. Das, N. Senthil Kumar
Listeria monocytogenes is an important foodborne pathogen which causes serious invasive illness, and affects mostly elderly and immune-compromised people, pregnant women, newborns and infants leading to listeriosis. L. monocytogenes can cause vast outbreaks due to consumption of contaminated food products, and has a significant role in public health. The pathogen has been isolated from food, human and animal samples world-wide. Neonatal listeriosis is most commonly reported incase of humans, where as in animal populations, spontaneous abortions, meningoencephalitis and endometritis are the most common. The purpose of this review is to enumerate Listeria epidemiology world-wide by using publicly available data from CDC, FDA and ProMED and by describing the details such as countries involved, source, suspected and confirmed case counts etc. to understand its public health importance. This review also offers a description of bacteriological characteristics, taxonomy, virulence determinants, typing methods, a detailed account of listeriosis in human and in animals and an up-to-date information of the recent outbreaks of L. monocytogenes. We specifically aimed at the prevalence and epidemiology of L. monocytogenes globally, since it is a major food-borne pathogen and is the third leading cause of death due to food poisoning. This review paper provides information on L. monocytogenes to understand the better management of the infection, the source of infection and route of transmission of the disease. Most of the listeriosis cases were linked with the consumption of contaminated food and it is important to identify the type of food materials to mitigate the risk of Listeriosis in the high-risk populations.
单核细胞增生李斯特菌是一种重要的食源性病原体,可引起严重的侵袭性疾病,主要影响老年人和免疫功能低下者、孕妇、新生儿和婴儿,导致李斯特菌病。单核细胞增生乳杆菌可因食用受污染的食品而引起大规模暴发,并在公共卫生中发挥重要作用。该病原体已从世界各地的食物、人类和动物样本中分离出来。新生儿李斯特菌病最常见于人类,而在动物群体中,自然流产、脑膜脑炎和子宫内膜炎是最常见的。本综述的目的是通过使用来自CDC、FDA和ProMED的公开数据,并通过描述诸如涉及国家、来源、疑似病例和确诊病例计数等细节,枚举李斯特菌在全球的流行病学,以了解其公共卫生重要性。这篇综述还提供了细菌学特征、分类、毒力决定因素、分型方法的描述,人类和动物李斯特菌病的详细描述以及最近爆发的单核增生乳杆菌的最新信息。我们专门针对单核细胞增生乳杆菌的流行病学和流行病学在全球范围内,因为它是一种主要的食源性病原体和死亡的第三大原因,由于食物中毒。本文综述了单核细胞增生乳杆菌的相关信息,以期更好地了解该疾病的感染管理、感染源和传播途径。大多数李斯特菌病病例与食用受污染的食品有关,确定食品材料的类型对于减轻高危人群中李斯特菌病的风险非常重要。
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引用次数: 1
Incorporation of Carbon Fiber and Silica Fume in the Production of Conductive Concrete 碳纤维和硅粉在导电混凝土生产中的掺入
Pub Date : 2019-07-01 DOI: 10.22232/stj.2019.07.02.02
M. Purushothaman, K. Natarajan
Concrete is regarded as a composite material that has good mechanical and durability properties for construction. However normal concrete is poor in electrical conductivity. An endeavour has been made with concrete to have all these three properties. The addition of small amounts of short carbon fibers and a nanomaterial silica fume to the concrete mixture causes an increase in strength and durability properties as well as electrical conductivity. In this paper, experimental results of compressive strength and electrical resistivity are presented. This Concrete technology can be applied with low voltage current for de-icing on highways and airfields, during snowfall in the winter season. This technique will help to reduce the cost and environmental issues of roads in snow fall region.
混凝土是一种具有良好力学性能和耐久性的复合材料。然而,普通混凝土的导电性很差。人们努力使混凝土具有这三种特性。在混凝土混合物中加入少量的短碳纤维和纳米材料硅灰,可以提高强度和耐久性以及导电性。本文给出了抗压强度和电阻率的实验结果。这种混凝土技术可以在冬季降雪期以低压电流用于高速公路和机场的除冰。这项技术将有助于减少降雪地区道路的成本和环境问题。
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引用次数: 0
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Silpakorn University Science and Technology Journal
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