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A Survey of Comparison Different Cloud Database Performance: SQL and NoSQL 不同云数据库性能的比较调查:SQL和NoSQL
Pub Date : 2022-02-15 DOI: 10.24271/psr.2022.301247.1104
Twana Shareef, K. Sharif, B. Rashid
The scales in databases have recently increased, and more expansion is expected in the future. The storage costs gradually have slowed down and quickly expanded the storage capacity. Cloud intrusion has modified the comparisons in recent years. Database performance plays an essential part in the market. Cloud Database focuses on new, conventional databases, specific applications for scalability, dynamic devices, and ease of use. Cloud databases are primarily used for data storage, retrieval, modification, and analysis by tools like business intelligence. These tools can build new business strategies and demonstrate scalability and elasticity while managing vast amounts of data with reliable, customized, and cost-effective services in various applications. This paper provides an overview of cloud computing, Cloud database architecture and kinds, and database as a service. It also highlights the characteristics, deployment, and service model of cloud computing and the performance and functionality of the various SQL and NoSQL cloud database applications and services required to evaluate them. It focuses on the different parameters to assess their performance, such as ease of software portability, transaction capabilities, and the maximum amount of data stored. The primary purpose of this paper is to assist businesses and individuals in understanding how cloud computing may provide them with dependable, personalized, and cost-effective services in many applications. © 2022 Production by the University of Garmian. This is an open access article under the LICENSE https://creativecommons.org/licenses/by-nc/4.0/
数据库的规模最近有所增加,预计将来会有更多的扩展。存储成本逐渐放缓,存储容量迅速扩大。近年来,云入侵改变了这种比较。数据库性能在市场中起着至关重要的作用。Cloud Database专注于新的、传统的数据库、特定的可伸缩性应用程序、动态设备和易用性。云数据库主要用于商业智能等工具的数据存储、检索、修改和分析。这些工具可以构建新的业务策略,并展示可伸缩性和弹性,同时在各种应用程序中使用可靠、自定义且经济高效的服务管理大量数据。本文概述了云计算、云数据库架构和类型以及数据库即服务。它还重点介绍了云计算的特征、部署和服务模型,以及评估它们所需的各种SQL和NoSQL云数据库应用程序和服务的性能和功能。它侧重于评估其性能的不同参数,例如软件可移植性的便利性、事务能力和最大存储数据量。本文的主要目的是帮助企业和个人理解云计算如何在许多应用程序中为他们提供可靠的、个性化的和具有成本效益的服务。©2022由加尔米安大学制作。这是一篇在https://creativecommons.org/licenses/by-nc/4.0/许可下的开放获取文章
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引用次数: 1
A Survey of Simulation Tools for Modelling Internet of Thing 物联网建模仿真工具综述
Pub Date : 2022-02-01 DOI: 10.24271/psr.2022.313553.1105
B. Rashid, K. Sharif, Twana Hussein Shreef
The Internet of Things (IoT) is a revolutionary technology that has shifted lifestyle from traditional to high-tech. Many critical research studies and investigations have been conducted to improve technology through IoT. IoT has a vast range of applications in many fields such as the military, healthcare, agriculture, and education. The physical and virtual resources used by the IoT applications include: processor, memory, power consumption, storage usage, network bandwidth, sensor nodes, protocols, or algorithms used in processing and encryption. IoT Simulation tools are the base stone for developing, designing, and evaluating new IoT products before deployment in their target area or environment. It needs good testing and evaluation, which can be done through various simulation tools. This paper explains some of the most popular simulators for IoT research that are currently available. The article is mainly concerned with different simulation tools used in other IoT areas and compared nine simulation tools based on scope, type, programming language, IoT architecture layers, the scale of operation, API integration, cyber resilience simulation, target space, and security measures. Furthermore, the paper provides an excellent discussion; based on the operability of the IoT environment and application simulations and the many other issues, such as selecting a viable simulation for a specific context. In addition, the paper will analyze and compare existing simulation tools, focusing on the most important standard for evaluating IoT simulation tools. By the end, the review simulation tools were discussed. © 2022 Production by the University of Garmian. This is an open access article under the LICENSE https://creativecommons.org/licenses/by-nc/4.0/
物联网(IoT)是将传统生活方式转变为高科技的革命性技术。为了通过物联网改进技术,已经进行了许多重要的研究和调查。物联网在军事、医疗、农业和教育等许多领域都有广泛的应用。物联网应用使用的物理和虚拟资源包括:处理器、内存、功耗、存储使用、网络带宽、传感器节点、协议或处理和加密中使用的算法。物联网仿真工具是开发、设计和评估新物联网产品在其目标区域或环境中部署之前的基础。它需要良好的测试和评估,这可以通过各种仿真工具来完成。本文解释了目前可用的一些最流行的物联网研究模拟器。本文主要关注其他物联网领域中使用的不同仿真工具,并根据范围、类型、编程语言、物联网架构层、操作规模、API集成、网络弹性仿真、目标空间和安全措施对九种仿真工具进行了比较。此外,本文提供了一个很好的讨论;基于物联网环境和应用模拟的可操作性以及许多其他问题,例如为特定环境选择可行的模拟。此外,本文将分析和比较现有的仿真工具,重点关注评估物联网仿真工具的最重要标准。最后,对评审仿真工具进行了讨论。©2022由加尔米安大学制作。这是一篇在https://creativecommons.org/licenses/by-nc/4.0/许可下的开放获取文章
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引用次数: 0
INFLUENCES OF DIFFERENT CONCENTRATIONS OF HERBICIDES ON THE GROWTH AND YIELD OF MAIZE AS WELL AS THEIR EFFECTS ON THE ASSOCIATED WEEDS IN NORTH-WESTERN NIGERIA 尼日利亚西北部不同浓度除草剂对玉米生长和产量的影响及其对相关杂草的影响
Pub Date : 2022-01-10 DOI: 10.24271/psr.2021.309284.1097
A. Dogara, S. Hamad, Bawale Halliru, Nura Wada, T. Dalorima
The field experiment was conducted in the dry season between December 2012 to April 2013 at Bakori, Bakori local government, Katsina (1133’N, 736’E). The experiment consisted of 8 treatments levels which include 4 different formulations each; viz: ParaeForce at 150ml / 20L and 200ml / 20L,AminoForce at 100mL / 15L and 125mL / 15L applied a day before sowing and 4 weeks after sowing and a weedy control. The treatments were laid out in randomized complete block design (RCBD). The objective was to evaluate resistant weeds to herbicides (ParaeForce and AminoForce) and their effects on the growth and yield of maize. Result shows that 17 weed species from 11 families were encountered which include Cynodon dactylon, Cyperus rotundus, Doctylocterium aegyptium and Eleusine indica that shows signifcant (≥ 0.05) resistance to ParaeForce + AminoForce at 150mL / 20L followed by 100mL / 15L had 91.70, 87.12 and 49.15% weed control efficiencies at 4,8 and 16WAS. Sequential application of ParaeForce + AminoForce at 200ml/20L followed by 125mL/15L recorded significantly (≥0.05) high maize yield of (6.7kg) in all the three blocks and effective weed control with 86.28, 77.58 and 33.55% weed control efficiencies at 4, 8 and 16WAS. This study recommended the application of ParaeForce and AminoForce at 200mL/20L followed by 125mL/15L as an alternative way of reducing weed resistance to ParaeForce + AminoForce formulation and to improved performance of maize yield in the experimental site. © 2022 Production by the University of Garmian. This is an open access article under the LICENSE https://creativecommons.org/licenses/by-nc/4.0/
现场试验于2012年12月至2013年4月的旱季在卡齐纳巴科里地方政府的巴科里(1133'N,736'E)进行。该实验由8个处理水平组成,每个处理水平包括4种不同的制剂;即:在播种前一天和播种后4周施用150ml/20L和200ml/20L的ParaeForce、100mL/15L和125mL/15L的AminoForce和杂草对照。治疗采用随机完全区组设计(RCBD)。目的是评估对除草剂(ParaeForce和AminoForce)的抗性杂草及其对玉米生长和产量的影响。结果表明,11科17种杂草对ParaeForce+AminoForce150mL/20L和100mL/15L表现出显著(≥0.05)抗性,分别为犬齿草、圆柏、埃及草和印度Eleusine,在4、8和16WAS时,其除草效率分别为91.70%、87.12%和49.15%。连续施用200毫升/20升的ParaeForce+AminoForce,然后再施用125毫升/15升,三个区块的玉米产量均显著(≥0.05)高达6.7公斤,在4、8和16WAS时,杂草控制效率分别为86.28、77.58和33.55%。本研究建议在试验场地内施用200mgL/20L的ParaeForce和AminoForce,然后施用125mL/15L,作为降低杂草对ParaeForce+AminoForce配方的抗性和提高玉米产量的替代方法。©2022 Garmian大学出品。这是许可证下的开放访问文章https://creativecommons.org/licenses/by-nc/4.0/
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引用次数: 1
STUDYING THE PHYSICAL PROPERTIES OF TYPE IA AND II SUPERNOVA REMNANTS 研究ia型和ii型超新星残骸的物理性质
Pub Date : 2022-01-01 DOI: 10.24271/psr.2022.335494.1126
Ari A. Yatem
Supernova remnants (SNRs) are remarkable astronomical objects which are a diffuse, an expanding nebula of gas that is a direct result of a star's explosive death, resulting in a supernova explosion. SNRs play a vital role in the scattering of tough elements which are made in the supernova explosion into the interstellar medium and provide much amount of energy that heats the ISM, as well as its responsible for enormous differences in physical process and properties. In the present work, we study the physical properties, performance, and behavior of dynamical growth of several types (SNR Ia and II) specifically after an explosion of a supernova, and explore how the density of the interstellar environment affects the physical properties and eternity of each SNRs. To achieve such goals, we have utilized the method known as Counting Pixels Method, which has been applied to the SNRs images as well as a new pattern that has been suggested to calculate some of the physical properties such as the expansion velocity and the radius of the chosen remnants, which are based on the age of SNRs and the density of the surrounding medium. The outcomes of the study have depicted that each chosen SNRs type Ia and II likewise in performance and behavior after a long period of explosion Nevertheless, they are displaced either upwards or downwards based on the interstellar density. However, we noted that SNRs are exploded in the lower density environment and expanded without restriction to make a regular shape. We have concluded that further study is required particularly on the physical properties of SNRs when inserted into the radiative phase.
超新星遗迹(SNRs)是一种引人注目的天体,它是一种弥漫的、膨胀的气体星云,是恒星爆炸死亡的直接结果,导致超新星爆炸。在超新星爆炸产生的坚硬元素向星际介质的散射中,信噪比起着至关重要的作用,并提供大量的能量来加热ISM,以及它在物理过程和性质上的巨大差异。在本工作中,我们研究了几种类型(信噪比Ia和II)在超新星爆炸后的动态增长的物理性质、性能和行为,并探讨了星际环境的密度如何影响每种信噪比的物理性质和永恒性。为了实现这一目标,我们利用了被称为计数像素法的方法,该方法已应用于信噪比图像,以及一种新的模式,该模式已被建议计算一些物理性质,如膨胀速度和所选残余的半径,这是基于信噪比的年龄和周围介质的密度。研究结果表明,在长时间爆炸后,每个选择的信噪比都是Ia型和II型,其性能和行为相似,但它们根据星际密度向上或向下移动。然而,我们注意到,信噪比在低密度环境中爆炸,并无限制地膨胀,形成规则的形状。我们的结论是,需要进一步研究,特别是当插入到辐射相位时,信噪比的物理性质。
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引用次数: 0
Morphological and Molecular Identification of Ixodid Ticks that Infest Ruminants in Erbil province, Kurdistan Region-Iraq 伊拉克库尔德斯坦地区埃尔比勒省反刍动物感染蜱的形态和分子鉴定
Pub Date : 2022-01-01 DOI: 10.24271/psr.2021.301552.1084
K. Aziz
A crosssectional survey was conducted in Erbil province from April to July 2021 to estimate the prevalence of major Ixodid ticks on ruminants and to identify tick species using morphological and molecular tools. A total of 687 animals (202 cattle, 287 sheep and 198 goats) examined, and 254 (36.9 %) were infested. About 381 ticks were collected from examined animals. The result identified two genera of six species of the hard ticks based on morphological, molecular investigation. The identified adult ticks morphologically were belonging to the two Ixodid genera, among which three species belonged to the genus Hyalomma (Hyalomma marginatum, Hyalomma anatolicum and H. exacavatum), and three species belonged to the genus Rhipocephalus (Rhipocephalus sanguineu, Rhipocephalus turanicus, and Rhipocephalus B. annulatus). R. annulatus was the dominant tick species infesting cattle with 50% which was significantly higher at P>0.05 than the other isolated species. Whereas H. excavatum and R. sanguineus was the prodominant tick species infesting sheep with 29.1% and 28.3 %respectively. While the infestation rate on goats was 16.7%, R. sanguineus was the most prevailed species infesting goats with 45.4% at (P>0.05). R. sanguineus were the predominant tick reported in Erbil governorate with 29.1% at (P>0.05)., while H. excavatum was reported in low percentage in Erbil at 10.2%. DNA samples from sixty ticks were chosen for molecular studies in order to detect tick species using a conventional PCR targeting the 16S rRNA gene. All sequences were subjected to a Basic Local Alignment Search Tool (BLAST) to determine their identities and assess their homologues and similarities to those in the Gen Bank. PCR and the sequencing have confirmed the morphological-based identification, Phylogenetic study revealed that the three Rhipicephalus genotypes revealed from the current study with accession number (MZ663757-MZ663759) were have a highly identical nucleotide sequence 99-100% with a strain of a Rhipicephalus turanicus, R. annulatus and R. sanguineus strain sequence (KY583068, MN594491 and MN594492) from China, and Iraq respectively. On the other hand phylogenetic analysis of Hyalomma genotypes from the present work with accession number (MZ663760-MZ663762) were closely related to a Hyalomma anatolicum, H. marginatum and Hyalomma exacavatum (MK829042, MG418663, and KP210047) from Egypt, Turkey and India respectively. © 2022 Production by the University of Garmian. This is an open access article under the LICENSE https://creativecommons.org/licenses/by-nc/4.0/
于2021年4月至7月在埃尔比勒省进行了横断面调查,以估计反刍动物中主要伊蚊蜱的流行情况,并利用形态学和分子工具鉴定蜱种。共检查687头(牛202头、绵羊287头、山羊198头),感染254头(36.9%)。从被检查的动物身上收集到约381只蜱虫。结果通过形态学、分子学研究鉴定出硬蜱属6种2属。经鉴定的成年蜱在形态上分属2个硬蜱属,其中透明蜱属3种(边缘透明蜱、斑点透明蜱和exacavatum透明蜱),根头蜱属3种(血头蜱、图头蜱和环头蜱)。在P < 0.05时,环纹夜蜱为牛的优势蜱种,占50%,显著高于其他分离种。绵羊的前优势蜱种分别为挖掘蜱和血蜱,分别占29.1%和28.3%。山羊的侵染率为16.7%,其中以多血蠓为主,占45.4% (P < 0.05)。埃尔比勒省报告的优势蜱为血蜱,占29.1% (P < 0.05)。而在埃尔比勒有低比例报道,为10.2%。选择60只蜱的DNA样本进行分子研究,以便使用传统的PCR方法检测蜱的种类,靶向16S rRNA基因。所有序列都经过基本局部比对搜索工具(BLAST)来确定它们的身份,并评估它们与Gen Bank中的同源物和相似性。系统发育研究表明,本研究获得的3个根头菌基因型(accession number: mz663757 ~ mz663759)与分别来自中国和伊拉克的一株图兰根根头菌、一株环状根头菌和一株血根头菌(KY583068、MN594491和MN594492)的核苷酸序列具有99% ~ 100%的高度同源性。另一方面,系统发育分析表明,本研究获得的基因型(MZ663760-MZ663762)分别与来自埃及、土耳其和印度的anatolicum、H. marginatum和Hyalomma exacavatum (MK829042、MG418663和KP210047)亲缘关系密切。©2022由加尔米安大学制作。这是一篇在https://creativecommons.org/licenses/by-nc/4.0/许可下的开放获取文章
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引用次数: 1
Investigation into Fiber Optic Seismic Sensor incorporating Fiber Bragg Grating Array 基于光纤光栅阵列的光纤地震传感器研究
Pub Date : 2022-01-01 DOI: 10.24271/psr.2022.318987.1111
R. A. Johni, K. R. Tariq, Roshen Tariq Ahmadhamdi, D. Forsyth
This paper presents a theoretical study of various types of fiber optic sensing systems used for seismic monitoring integrating a series of fiber optic Bragg gratings (FBGs) into the sensor carrier. The interference network contains groups of interfering subnets, and each subnet contains multiple interference networks. Each interferometer in the subband is implemented with a specific pair of fiber Bragg gratings and the sensing length of the fiber is placed between each pair of fiber Bragg gratings. Each fiber Bragg grating pair has a similar characteristic wavelength modified from the characteristic wavelength of all other fiber Bragg grating pairs in the subband. The subarrays are interconnected to minimize crosstalk of common wavelengths between the sensors throughout the interferometer array. Our work is focused on investigating the selection of the best wavelength for use in the system. This study was performed using state-of-the-art simulation techniques for strain and temperature changes in FBG sensor arrays. The cumulative results obtained will help designers achieve optimized performance of similar fiber optic hydrophones in the future. The wavelength range of 1300 nm has been shown to provide the best performance for this type of fiber optic hydrophone system.
本文从理论上研究了将一系列光纤布拉格光栅(fbg)集成到传感器载波中用于地震监测的各种类型的光纤传感系统。干扰网络由多组干扰子网组成,每个子网包含多个干扰网络。子带中的每个干涉仪由一对特定的光纤布拉格光栅实现,光纤的传感长度位于每对光纤布拉格光栅之间。每个光纤布拉格光栅对都有一个相似的特征波长,该特征波长是由子带中所有其他光纤布拉格光栅对的特征波长修改而来的。子阵列相互连接,以减少整个干涉仪阵列中传感器之间的共波长串扰。我们的工作重点是研究系统中使用的最佳波长的选择。本研究采用最先进的模拟技术对光纤光栅传感器阵列的应变和温度变化进行了模拟。所获得的累积结果将有助于设计人员在未来实现类似光纤水听器的优化性能。波长范围为1300 nm的光纤水听器系统提供了最好的性能。
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引用次数: 0
Functional importance and structure of small ribosomal protein RACK1 小核糖体蛋白RACK1的功能重要性和结构
Pub Date : 2021-10-15 DOI: 10.24271/passer.2021.301031.1080
Karzan Salih
The Receptor for Activated C Kinase 1 (RACK1) protein is one of the ribosomal proteins that is located in the small subunit which is maintained across most of the eukaryotes and functions as a flexible scaffold protein involved in multiple signaling pathways. It is considered as a highly conserved protein that found in a wide range of tryptophan-aspartate (WD40) repeat proteins of eukaryotic organisms, from Chlamydomonas to plants and mammals. RACK1 adopts a propeller structure with seven blades structures, enabling the binding capability of the protein. RACK1 participates in shuttling and anchoring of proteins around the cells at certain positions and it stabilizes protein production during translation. RACK1 is a member of the protein family WD repeat that consists of seven-bladed βpropeller structure which shares important homology to the G-proteins (Gb) β-subunit. It interacts with the ribosomal machinery, multiple receptors of the cell surface and the nuclear proteins. RACK1 is a key mediator of different pathways and contributes to a variety of cellular functional aspects. This review discusses the main function of RACK1 protein in eukaryotes including animals and plants. Furthermore, we will show the recent study on RACK1 function in different organisms. © 2022 Production by the University of Garmian. This is an open access article under the LICENSE https://creativecommons.org/licenses/by-nc/4.0/
活化C激酶1受体(Receptor for Activated C Kinase 1, RACK1)蛋白是一种核糖体蛋白,位于大多数真核生物的小亚基上,是一种参与多种信号通路的柔性支架蛋白。它被认为是一种高度保守的蛋白质,广泛存在于从衣藻到植物和哺乳动物的真核生物的色氨酸-天冬氨酸(WD40)重复蛋白中。RACK1采用具有7个叶片结构的螺旋桨结构,使蛋白质具有结合能力。RACK1参与蛋白质在细胞周围特定位置的穿梭和锚定,并在翻译过程中稳定蛋白质的产生。RACK1是蛋白家族WD重复序列的成员,该蛋白家族由七叶β螺旋桨结构组成,与g蛋白(Gb) β-亚基具有重要的同源性。它与核糖体机制,细胞表面的多种受体和核蛋白相互作用。RACK1是不同途径的关键介质,并参与多种细胞功能方面。本文综述了RACK1蛋白在真核生物(包括动物和植物)中的主要功能。此外,我们将展示RACK1在不同生物体中功能的最新研究。©2022由加尔米安大学制作。这是一篇在https://creativecommons.org/licenses/by-nc/4.0/许可下的开放获取文章
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引用次数: 0
New Topology Control base on Ant Colony Algorithm in Optimization of Wireless Sensor Network 基于蚁群算法的新型无线传感器网络拓扑控制
Pub Date : 2021-04-14 DOI: 10.24271/PSR.22
Zana Azeez Kakarash, S. H. Karim, Nawroz Fadhel Ahmed, Govar Abubakr Omar
Wireless sensor networks (WSNs) have found great appeal and popularity among researchers, especially in the field of monitoring and surveillance tasks. However, it has become a challenging issue due to the need to balance different optimization criteria such as power consumption, packet loss rate, and network lifetime, and coverage. The novelty of this research discusses the applications, structures, challenges, and issues we face in designing WSNs. And proposed new Topology control mechanisms it will focus more on building a reliable and energy efficient network topology step by step through defining available amount of energy for each node within its cluster, sorting all within header, and selecting an active one (more power header) for signal routing. While sensor cover topology demonstrates network monitoring capability, connection topology should remain as a requirement for the successful delivery of information including queries, data collected, and control messages. How to build an optimized coating topology while remaining efficient and low-cost connection is not well understood and needs further research. Power control and power management are two different types of topology controllers. Also in our study, we examine network lifetime, compared to other schemas time of death of the first node and the last node, and found that network lifetime was increased. Finally, a topology control method for extending network lifetime is presented.
无线传感器网络(WSNs)在监测和监控任务领域受到了广泛的关注和应用。然而,由于需要平衡不同的优化标准(如功耗、丢包率、网络生命周期和覆盖范围),这已经成为一个具有挑战性的问题。本研究的新颖性讨论了我们在设计无线传感器网络时所面临的应用、结构、挑战和问题。并提出了新的拓扑控制机制,它将通过定义集群内每个节点的可用能量,对header内的所有节点进行排序,并选择一个活动的(更多的功率头)进行信号路由,从而更加注重逐步构建可靠和节能的网络拓扑。虽然传感器覆盖拓扑展示了网络监控功能,但连接拓扑仍然是成功传递信息(包括查询、收集的数据和控制消息)的必要条件。如何在保持高效和低成本连接的同时构建优化的涂层拓扑结构尚不清楚,需要进一步研究。电源控制和电源管理是两种不同类型的拓扑控制器。此外,在我们的研究中,我们检查了网络生存期,与其他模式相比,第一个节点和最后一个节点的死亡时间,发现网络生存期增加了。最后,提出了一种延长网络生存期的拓扑控制方法。
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引用次数: 2
Air Temperature Prediction Using Different Datamining Approaches In Sulaymaniyah City In Iraq 利用不同数据挖掘方法预测伊拉克苏莱曼尼亚市气温
Pub Date : 2021-04-12 DOI: 10.24271/PSR.21
Yosra Mohammed, Sherko Murad, Brzu Tahir
Climate change has a historical impact at universal and local levels over the past era. Climate change is one of the greatest challenge issues in the globe for meteorological research. Air temperature estimation, in particular, has been measured as a significant feature in weather impression studies on industrial sectors, environmental, ecological, and agricultural. Accurately predicting air temperature guides to measure lifestyle, perform a key character for the government, industries, and public in development activities. In this paper, we investigate the use of various data mining approaches such as Support Vector Machine (SVM), Decision tree (DT), and Naïve Bayes for air temperature prediction within Sulaymaniyah City in Kurdistan, IRAQ. The metrological data is collected from the local Weather Forecast Department in the city within the range 2013 to 2018 inclusive. A dataset for the metrological data was developed and used to train the data mining algorithms. The proposed data mining algorithms were tested on the dataset to predict the air temperature and the performance of these algorithms were compared using standard performance metrics. Support vector machine has accomplished promising performance among using algorithms
过去一个时代以来,气候变化在全球和地方层面都产生了历史性影响。气候变化是全球气象研究面临的最大挑战之一。特别是,在工业部门、环境、生态和农业的天气印象研究中,气温估计已被视为一个重要特征。准确预测气温是衡量生活方式的指南,是政府、工业和公众发展活动的关键。在本文中,我们研究了各种数据挖掘方法的使用,如支持向量机(SVM)、决策树(DT)和Naïve贝叶斯,用于伊拉克库尔德斯坦苏莱曼尼亚市的气温预测。气象数据收集自2013年至2018年(含2018年)本市当地天气预报部门。开发了计量数据集,并将其用于训练数据挖掘算法。在数据集上测试了所提出的数据挖掘算法以预测气温,并使用标准性能指标比较了这些算法的性能。支持向量机在众多算法中取得了令人满意的成绩
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引用次数: 3
Antimicrobial Activity of Silver Nanoparticles with Antibiotics Against Clinically Isolated Acinetobacter baumannii 纳米银抗菌药物对临床分离鲍曼不动杆菌的抑菌活性研究
Pub Date : 2020-06-15 DOI: 10.24271/psr.11
Pyman M. Mohamedsalih, D. Sabir
Antibiotic-resistant bacteria are among the major healthcare problem worldwide and Acinetobacter baumannii is a leading threat among them. In this study, the combined effects of different antibiotics with silver nanoparticles (AgNPs) were assessed against the growth of a clinical isolate of A. baumannii. The bacterial strain was isolated from a hospitalized burned patient in Sulaimanyah- Iraq. Identification of the isolated bacterium was done based on the partial sequence of the 16S rRNA gene and phylogenetic analysis. The growth of the bacterium was totally inhibited by AgNPs at the concentration of (0.2 mg/ml).  AgNPs treatment showed a partial synergistic effect with azithromycin (Fractional Inhibitory Concentration Index (FICI) = 0.6) and an additive effect with kanamycin (FICI = 1.67). Not a significant difference in the antimicrobial activities of either ampicillin or tetracycline was observed when they used alone or in combination with AgNPs. Overall, this study may provide a promising future use of azithromycin with AgNPs to treat A. baumannii superficial infections; however, a combination of kanamycin with AgNPs together should be avoided.
耐抗生素细菌是世界范围内主要的卫生保健问题之一,鲍曼不动杆菌是其中的主要威胁。在这项研究中,不同抗生素与银纳米颗粒(AgNPs)的联合作用对鲍曼不动杆菌临床分离株的生长进行了评估。该菌株是从伊拉克苏莱曼尼亚一名住院烧伤患者中分离出来的。根据16S rRNA基因部分序列和系统发育分析对分离的细菌进行鉴定。浓度为(0.2 mg/ml)的AgNPs完全抑制了细菌的生长。AgNPs治疗与阿奇霉素有部分协同作用(分数抑制浓度指数FICI = 0.6),与卡那霉素有加性作用(FICI = 1.67)。氨苄西林或四环素单独使用或与AgNPs联合使用时,抗菌活性均无显著差异。总的来说,这项研究可能为阿奇霉素与AgNPs治疗鲍曼不动杆菌浅表感染提供了一个有希望的未来应用;但是,应避免卡那霉素与AgNPs联合使用。
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引用次数: 2
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Passer Journal
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