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Employing Neural Style Transfer for Generating Deep Dream Images 利用神经风格迁移生成深层梦境图像
IF 0.6 Pub Date : 2022-12-01 DOI: 10.14500/aro.11051
Lafta R. Al-khazraji, A. Abbas, A. S. Jamil
In recent years, deep dream and neural style transfer emerged as hot topics in deep learning. Hence, mixing those two techniques support the art and enhance the images that simulate hallucinations among psychiatric patients and drug addicts. In this study, our model combines deep dream and neural style transfer (NST) to produce a new image that combines the two technologies. VGG-19 and Inception v3 pre-trained networks are used for NST and deep dream, respectively. Gram matrix is a vital process for style transfer. The loss is minimized in style transfer while maximized in a deep dream using gradient descent for the first case and gradient ascent for the second. We found that different image produces different loss values depending on the degree of clarity of that images. Distorted images have higher loss values in NST and lower loss values with deep dreams. The opposite happened for the clear images that did not contain mixed lines, circles, colors, or other shapes.
近年来,深度梦和神经风格迁移成为深度学习领域的研究热点。因此,混合这两种技术支持了艺术,并增强了模拟精神病人和吸毒者幻觉的图像。在这项研究中,我们的模型结合了深度梦和神经风格迁移(NST),产生了一种结合了这两种技术的新图像。VGG-19和Inception v3预训练网络分别用于NST和深度梦。格矩阵是风格迁移的重要过程。在风格转移中,损失是最小的,而在深度梦中,损失是最大的,第一种情况使用梯度下降,第二种情况使用梯度上升。我们发现,不同的图像产生不同的损失值取决于该图像的清晰度。扭曲图像在NST中具有较高的损耗值,而在深度梦中具有较低的损耗值。对于不包含混合线条、圆圈、颜色或其他形状的清晰图像,情况正好相反。
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引用次数: 3
Effect of Substrate Temperature on the Electrical Properties of Al-doped Zinc Oxide Films Deposited on Polyethylene Terephthalate 衬底温度对聚对苯二甲酸乙二醇酯表面掺杂铝氧化锌薄膜电性能的影响
IF 0.6 Pub Date : 2022-11-23 DOI: 10.14500/aro.11086
M. Faraj
To prepare homogeneous thin films of zinc oxide (ZnO) doped with aluminum (Al) on a polyethylene terephthalate (PET) substrate at different temperatures (200-250 °C), the process is carried out by utilizing the chemical spraying pyrolysis approach. A study of the effects of substrate temperature on the Al-doped Zinc Oxide (AZO) films' electrical characteristics and roughness is performed. The measurements of atomic force microscopy (AFM) shows that the root mean square (RMS) roughness of the AZO films is increased with the increase of PET substrate temperature. Hall measurements show that the electrical resistivity decreases as the substrate temperature increases. Upon the increment of substrate temperature, there is an increase in the carrier concentration value from 9.98 × 1019 to 5.4 × 1020 cm−3 and an increase in the carrier mobility value from 5.5 to 9.76 cm2.(V. S)−1.
为了在不同温度(200-250℃)下在聚对苯二甲酸乙二醇酯(PET)衬底上制备掺杂铝(Al)的氧化锌(ZnO)薄膜,采用化学喷涂热解方法进行了该工艺。研究了衬底温度对掺杂铝氧化锌(AZO)薄膜电学特性和粗糙度的影响。原子力显微镜(AFM)测量结果表明,随着PET衬底温度的升高,AZO膜的均方根(RMS)粗糙度增大。霍尔测量表明,电阻率随着衬底温度的升高而降低。随着衬底温度的升高,载流子浓度从9.98 × 1019增加到5.4 × 1020 cm−3,载流子迁移率从5.5增加到9.76 cm2。−1。
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引用次数: 0
Some Enzymatic and Non-enzymatic Antioxidants Response under Nickel and Lead Stress for Some Fabaceae Trees 一些豆科树木在镍和铅胁迫下的酶促和非酶促抗氧化反应
IF 0.6 Pub Date : 2022-11-20 DOI: 10.14500/aro.11033
Sargul A. Khudhur, Lkbal M. Albarzinji
This study investigates the effects of soil contamination by nickel and lead on some enzymatic and non-enzymatic antioxidants in addition to the nitrate reductase (NR) enzyme activity for Gleditsia triacanthos, Leucaena leucocephala, and Robinia pseudoacacia plant species. The results of this study show a significant increase in peroxidase enzyme activity and a significant decrease in catalase enzyme activity, proline, total carotenoids, and total carbohydrate content of leaves of the three species with increasing the concentration of Ni and Pb except for the total carbohydrate, which increased only for L. leucocephala species. Each NR enzyme activity and ascorbic acid content are increased significantly with increasing the concentration of Ni and Pb for G. triacanthos, L. leucocephala, and on the contrary, they decreased significantly for R. pseudoacacia species. From the result, we can conclude a general increase or decrease in leaves content of some antioxidants content for all the species, whereas there is some peculiarity according to the plant species regarding other contents, which in turn reflects different mechanisms of these species to tolerant heavy metal stress  
研究了土壤镍和铅污染对三棘皂荚(Gleditsia triacanthos)、银合欢(Leucaena leucocephala)和刺槐(Robinia pseudoacacia)几种酶促和非酶促抗氧化剂及硝酸还原酶(NR)酶活性的影响。本研究结果表明,随着Ni和Pb浓度的升高,除总碳水化合物含量升高外,三种植物叶片过氧化物酶活性显著升高,过氧化氢酶活性、脯氨酸、总类胡萝卜素和总碳水化合物含量均显著降低。随着Ni和Pb浓度的增加,三棘草、白头草各NR酶活性和抗坏血酸含量显著升高,而刺槐各NR酶活性和抗坏血酸含量显著降低。结果表明,不同植物种类叶片中某些抗氧化剂含量的增加或减少具有普遍性,而其他抗氧化剂含量的增加或减少又因植物种类而异,这反映了不同植物种类对重金属胁迫的不同耐受机制
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引用次数: 0
Evaluation and Assessment of Existing Design Codes and Standards for Building Construction 现有建筑设计规范和标准的评价与评估
IF 0.6 Pub Date : 2022-11-19 DOI: 10.14500/aro.10983
Diman N. Abdulqader, Dawood S. Atrushi
Building design codes (BDC) are used to control the construction industry in general and building design in particular. The BDC offers the construction sector with a standard language and set of requirements. There are several BDCs developed and utilized for construction purposes throughout the world. Certain design codes are employed in structural design to assure the structure’s health and safety, as well as its cost-effectiveness. It also assures that the structure is sufficiently sturdy to endure all potential climatic conditions, bear its intended load, and is integrated to ensure effective use of building materials and resources. This research aims to compare various building construction design codes to identify and explore the most appropriate standard in terms of safe design, economics, and availability of details. In Kurdistan and different parts of Iraq, many international companies have designed building structures with various codes during the past 20 years. This is a bad condition since the government has no control over the construction of the buildings, which includes both the code and the building materials. There is currently no overview of the design codes in use in Kurdistan, nor is it clear whether they are congruent with what students’ study in institutions.
建筑设计规范(BDC)用于控制整个建筑行业,特别是建筑设计。BDC为建筑行业提供了一种标准语言和一套要求。在世界各地,有几个bdc被开发和用于建筑目的。在结构设计中采用一定的设计规范,以保证结构的健康和安全,以及其成本效益。它还确保结构足够坚固,以承受所有潜在的气候条件,承受其预期的负荷,并整合以确保有效利用建筑材料和资源。本研究旨在比较各种建筑结构设计规范,以确定和探索在安全设计、经济和细节可用性方面最合适的标准。在库尔德斯坦和伊拉克的不同地区,许多国际公司在过去的20年里设计了各种规范的建筑结构。这是一个糟糕的情况,因为政府对建筑的建造没有控制,包括建筑规范和建筑材料。目前没有关于库尔德斯坦使用的设计规范的概述,也不清楚它们是否与学生在机构中的学习一致。
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引用次数: 0
Landfill Site Selection for Solid Waste Using GIS-based Multi-Criteria Spatial Modeling 基于gis多准则空间建模的固体废物填埋场选址研究
IF 0.6 Pub Date : 2022-11-17 DOI: 10.14500/aro.11017
Rostam S. Aziz
This study gains insight into landfill sites with the observance of all the political, economic and environmental difficulties for the implementing appropriate site measures by adopting a collection of geospatial technique and weighted linear combination (WLC) in TqaTaq sub-district. In the current study, there are several areas determined as appropriate sites for landfill location. In this study, the criteria of distance from the roads, the city center, rivers, surface water, and land use map were used. According to this analysis, only 25.21% of the TaqTaq sub district is suitable for a landfill. Thus, basing on the findings, 20.93% of the concerned sub-district is regarded as least adequate site for this mission, whereas only 3.25% of the area is regarded as moderate suitable. Thus, this study has found out that 1.03% area is the most suitable. The majority of suitable area was located in the North of the Town, where waste production is more than other locations. It should be noted that based on the outcome of this study, the amount of waste produced in the TaqTaq Town for the next 10 years, from 2022 to 2032, is predicted to be about 4080 tons. According to the density calculated for the waste of this area and considering the height of 4 m for the landfill center, in the next 10 years, about 3000 m2 of land is required for the landfill location. Since the suitable area found in this research is about 15 hectares.
本研究通过在TqaTaq街道采用地理空间技术和加权线性组合(WLC)的集合,深入了解垃圾填埋场的所有政治、经济和环境困难,以实施适当的场地措施。在目前的研究中,有几个地区被确定为适当的堆填地点。本研究采用距离道路、距离市中心、距离河流、距离地表水、距离土地利用图等标准。根据这一分析,只有25.21%的TaqTaq街道适合作为垃圾填埋场。因此,根据调查结果,20.93%的有关分区被认为是最不适合这项任务的地点,而只有3.25%的地区被认为是中等合适的。因此,本研究发现1.03%的面积是最合适的。大部分合适的区域位于城镇的北部,那里的废物产生量比其他地方多。值得注意的是,根据本研究的结果,从2022年到2032年,TaqTaq镇未来10年的废物产生量预计约为4080吨。根据该区域的垃圾密度计算,并考虑到填埋中心的高度为4 m,在未来10年内,填埋场的选址需要约3000 m2的土地。由于本研究发现的合适面积约为15公顷。
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引用次数: 0
Medicinal Plants Traditionally Used in the Management of COVID-19 in Kurdistan Region of Iraq 伊拉克库尔德斯坦地区管理COVID-19的传统药用植物
IF 0.6 Pub Date : 2022-11-15 DOI: 10.14500/aro.11042
M. Abdulrahman, Fattma Z. Mohammed, S. Hamad, H. Hama, A. A. Lema
Coronaviruses are infectious respiratory tract illnesses, but they can also affect the digestive tract and infect both humans and animals. The new coronavirus results in complicated health problems all over the world. The most urgent concern of all researchers around the world has been the treatment of the virus. The following study aimed to use quantitative ethnobotany to help scientist in addressing the deadly virus. Expert sampling method was adopted with the aid of an in-depth interview guide. Thirty-nine respondents were interviewed. Eighty-one medicinal plant species from 35 families were documented. Males 25 (64.1%) constitute the greater percentage of the total respondents. Majority of the respondents had formal education. Eighty-one medicinal plant species from 35 families were documented. Leaves are the most utilized 25.8 followed by seed 17.7 and fruits 12.1%, respectively. Relative frequency of citation ranged from 0.5 to 0.9, whereas the FL value ranged from 0.4 to 0.85, revealing how effective the documented plant species are in the management of COVID-19 in the region. A greater amount of research into documented medicinal plants is warranted because of the high likelihood that they contain many active ingredients.
冠状病毒是传染性呼吸道疾病,但它们也会影响消化道,感染人类和动物。新型冠状病毒在世界各地导致了复杂的健康问题。全世界所有研究人员最迫切关注的问题是如何治疗这种病毒。下面的研究旨在使用定量民族植物学来帮助科学家解决致命的病毒。采用专家抽样法,辅以深度访谈指南。39名受访者接受了采访。记录了35科81种药用植物。男性25人(64.1%)占总回答者的较大比例。大多数受访者接受过正规教育。记录了35科81种药用植物。叶片利用率最高(25.8%),其次是种子(17.7%)和果实(12.1%)。相对被引频次在0.5 ~ 0.9之间,而FL值在0.4 ~ 0.85之间,揭示了记录的植物物种在该地区管理COVID-19方面的有效性。对有文献记载的药用植物进行更大量的研究是有必要的,因为它们很可能含有许多有效成分。
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引用次数: 0
Investigation of Bacterial Persistence and Filaments Formation in Clinical Klebsiella pneumoniae 临床肺炎克雷伯菌细菌持久性及菌丝形成的研究
IF 0.6 Pub Date : 2022-10-28 DOI: 10.14500/aro.10895
Sarah N. Aziz, M. A. Al Marjani
Bacterial persistence is recognized as a major cause of antibiotic therapy failure, causing biofilms, and chronic intractable infections. The emergence of persisters in Klebsiella pneumoniae isolates has become a worldwide public health concern. The goal of the present study is to investigate the formation of persister cells beside filaments in Iraqi K. pneumoniae isolates. A total of fifty clinical K. pneumoniae isolates were collected from different clinical specimens and identified using the genotypic identification by using specific primer (rpoB gene) from housekeeping genes. Persister cells investigation is performed by exposure of stationary phase K. pneumoniae isolates to a high concentration of ciprofloxacin (×10 MIC) and counting the number of viable persister cells by CFU counts. Bacterial filament formation is detected and measured by light microscope scanning electron microscope. The results show the  bility of these pathogenic bacteria to form persister cells to survive the bactericidal antibiotics and to cause chronic infection.Furthermore, persistent isolates have the ability to change in shape and size extensively, about 4 times increase in cell length than their normal length. These phenomena are possibly the initial stages of bacterial resistance prevalence.
细菌的持续存在被认为是抗生素治疗失败的主要原因,引起生物膜和慢性难治性感染。肺炎克雷伯菌分离株持续存在者的出现已成为全球公共卫生关注的问题。本研究的目的是研究伊拉克肺炎克雷伯菌分离株中长丝旁的持久性细胞的形成。从不同临床标本中收集临床分离的肺炎克雷伯菌50株,采用内源基因特异性引物(rpoB基因)进行基因型鉴定。持久性细胞的研究是通过将固定期肺炎克雷伯菌分离物暴露于高浓度环丙沙星(×10 MIC)并通过CFU计数来计数存活的持久性细胞的数量来进行的。利用光镜、扫描电镜对细菌丝的形成进行了检测和测量。结果表明,这些致病菌能够形成持久细胞,在杀菌抗生素的作用下存活,并引起慢性感染。此外,持久分离株具有广泛改变形状和大小的能力,细胞长度比正常长度增加约4倍。这些现象可能是细菌耐药流行的初始阶段。
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引用次数: 1
Classification of Different Shoulder Girdle Motions for Prosthesis Control Using a Time-Domain Feature Extraction Technique 基于时域特征提取技术的假体不同肩带运动分类
IF 0.6 Pub Date : 2022-10-22 DOI: 10.14500/aro.11064
Huda M. Radha, A. A. Abdul Hassan, Ali H. Al-Timemy
Abstract—The upper limb amputation exerts a significant burden on the amputee, limiting their ability to perform everyday activities, and degrading their quality of life. Amputee patients’ quality of life can be improved if they have natural control over their prosthetic hands. Among the biological signals, most commonly used to predict upper limb motor intentions, surface electromyography (sEMG), and axial acceleration sensor signals are essential components of shoulder-level upper limb prosthetic hand control systems. In this work, a pattern recognition system is proposed to create a plan for categorizing high-level upper limb prostheses in seven various types of shoulder girdle motions. Thus, combining seven feature groups, which are root mean square, four-order autoregressive, wavelength, slope sign change, zero crossing (ZC), mean absolute value, and cardinality. In this article, the time-domain features were first extracted from the EMG and acceleration signals. Then, the spectral regression (SR) and principal component analysis dimensionality reduction methods are employed to identify the most salient features, which are then passed to the linear discriminant analysis (LDA) classifier. EMG and axial acceleration signal datasets from six intact-limbed and four amputee participants exhibited an average classification error of 15.68 % based on SR dimensionality reduction using the LDA classifier.
上肢截肢给截肢者带来了巨大的负担,限制了他们进行日常活动的能力,降低了他们的生活质量。如果截肢患者能够自然地控制他们的假肢,他们的生活质量就会得到改善。在最常用于预测上肢运动意图的生物信号中,表面肌电图(sEMG)和轴向加速度传感器信号是肩位上肢假手控制系统的重要组成部分。在这项工作中,提出了一种模式识别系统,以创建一个计划,分类高水平上肢假体在七种不同类型的肩带运动。因此,将均方根、四阶自回归、波长、斜率符号变化、过零(ZC)、均值绝对值和基数这七个特征组结合起来。本文首先从肌电信号和加速度信号中提取时域特征。然后,采用光谱回归(SR)和主成分分析降维方法识别最显著的特征,然后将其传递给线性判别分析(LDA)分类器。6名四肢健全者和4名截肢者的肌电信号和轴向加速度信号数据集,使用LDA分类器进行SR降维,平均分类误差为15.68%。
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引用次数: 1
Determination of the Potassium Content in Fruit Samples by Gamma Spectrometry to Emphasize its Health Implications 用伽马能谱法测定水果样品中的钾含量,强调其对健康的意义
IF 0.6 Pub Date : 2022-10-20 DOI: 10.14500/aro.11053
Dedawan S. Saleh, Saddon T. Ahmad, Sarmad R. Kareem
In this study, the activity concentration of 40K and its’ concentrations in 24 different types of fruits were determined using high purity germanium (HPGe) and sodium iodide scintillation (NaI) detectors. The results of the two measurements are consistent. The Maximum and minimum activities of 40K in dry samples were 750.61 ± 11.88 and 15.64 ± 0.86 Bq kg−1 in apricot and olive, respectively, while in fresh samples they were 152.27 ± 2.12 and 1.99 ± 0.11 Bq kg−1 in dates and olive, respectively. The highest and lowest potassium contents were 489.81 and 6.42 mg/100gm in fresh dates and olives, respectively.  Drupe and Tropical fruits, as a fruit family, typically had the highest level of 40K activity and potassium concentration, whereas pome fruits showed the lowest levels. Many of these commonly consumed fresh fruits with rich potassium and water contents are lowering hypertension and improving the hydration status (HS) in people's nutrition. The rate of potassium-40 and total potassium concentration intake for a single unit or portion of the fruits was calculated.  
本研究采用高纯锗(HPGe)和碘化钠闪烁(NaI)检测器测定了24种不同类型水果中40K的活性浓度及其浓度。两次测量的结果是一致的。干燥样品中40K的最大和最小活性在杏和橄榄中分别为750.61±11.88和15.64±0.86 Bq kg - 1,新鲜样品中枣和橄榄的40K活性分别为152.27±2.12和1.99±0.11 Bq kg - 1。鲜枣和橄榄的钾含量最高和最低分别为489.81和6.42 mg/100gm。核果和热带水果的40K活性和钾浓度最高,而梨果的40K活性和钾浓度最低。这些常被食用的富含钾和水的新鲜水果在人们的营养中具有降低高血压和改善水合状态(HS)的作用。计算了单单位或部分水果的钾-40率和总钾浓度摄入量。
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引用次数: 1
Toxic Metals in Some Decorative Cosmetics and Nail Products 一些装饰化妆品和指甲产品中的有毒金属
IF 0.6 Pub Date : 2022-10-14 DOI: 10.14500/aro.11067
Bashdar I. Meena, Tara F. Tahir, Shalaw Z. Sdeeq, Khalid N. Sediq
Cosmetic marketing is one of the most profitable and fast increasing markets in Kurdistan Region of Iraq. In recent years, the use of cosmetics has witnessed a rapid increase, especially with the emergence of social media and its impact on this trade. The market is full of different cosmetic brands and nail products. Moderate and low-quality brands of cosmetic samples that available in the local markets were selected to investigate their heavy metals and chemical composition. Samples from face foundation, eye shadow, and nail polish products were taken and examined to evaluate the concentration of metals, that is, Hg, Pb, Cd, As, Mn, Cr, Ni, Co, Fe, Zn, Cu, and Al ions, using X-ray diffraction and X-ray fluorescence techniques. The examination results show high concentrations of Fe and Al metals in the lipstick samples whereas the Hg, Cd, Cr, and Ni were out of detection limit. Moreover, the results show contamination of Hg heavy metal in one of the examined nail polishes brands, whereas the rest of foundation and eye shadow samples show a higher concentration of Al and Fe. Curcumin, as a natural bio-friendly chelate, has been used to deplete metal ions using ultraviolet-visible Spectrophotometer.
化妆品市场是伊拉克库尔德斯坦地区最赚钱和增长最快的市场之一。近年来,化妆品的使用量迅速增加,尤其是随着社交媒体的出现及其对化妆品贸易的影响。市场上到处都是不同的化妆品品牌和指甲产品。选取当地市面上的中、低质品牌化妆品样品,调查其重金属和化学成分。采用x射线衍射和x射线荧光技术对粉底、眼影和指甲油产品的样品进行检测,评估金属浓度,即Hg、Pb、Cd、As、Mn、Cr、Ni、Co、Fe、Zn、Cu和Al离子。检测结果显示,口红样品中Fe、Al金属含量较高,Hg、Cd、Cr、Ni均超出检测限。此外,结果显示,在一种被检查的指甲油品牌中,重金属汞受到污染,而其余的粉底和眼影样本则显示铝和铁的浓度较高。姜黄素是一种天然的生物友好型螯合物,利用紫外可见分光光度计对金属离子进行了去除。
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引用次数: 0
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