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The Growth of Crayfish, which Serves as an Indicator of Clean and Healthy Water Ecosystems in the Mediterranean Region 作为地中海地区清洁和健康水生态系统指标的螯虾的生长情况
Pub Date : 2024-05-24 DOI: 10.30958/ajs.11-2-1
S. Benzer, R. Benzer
The narrow-fingered freshwater crayfish, also known as Pontastacus leptodactylus in scientific terms and referred to as such in Turkish, is a prevalent species in the inland waters of the Mediterranean region. This crayfish serves as an indicator of clean and healthy water ecosystems due to its high sensitivity to pollution and environmental changes. Its presence signals the maintenance of water quality and a balanced ecosystem. In a study on 283 freshwater crayfish in Hirfanlı Dam Lake during July and August 2023, it was observed that 53.36% were male and 46.64% were female. Length ranged from 80.44 mm to 121.11 mm, and weight varied between 11.61 g and 43.93 g. Average length and weight for males were 95.9874 ± 6.4603 mm and 24.1861 ± 5.3696 g, for females were 95.0981 ± 5.5519 mm and 21.5193 ± 3.4488 g, and for combined sexes were 95.5724 ± 6.0594 mm and 22.9422 ± 4.7579 g. The length-weight relationship (LWR) was established for females (W=0.00166359 ×TL2.0767), males (W=0.00019587×TL2.5651), and all individuals (W=0.00037111 ×TL2.4162). Exponential values "b" for LWR were 2.0767 (r2=0.993), 2.5651 (r2=0.986), and 2.4162 (r2=0.987), respectively. The study compared traditional LWR approaches with artificial intelligence methods for growth analysis, suggesting the latter as a viable alternative in assessing freshwater crayfish growth in aquatic systems.
窄指淡水螯虾在科学术语中又称 Pontastacus leptodactylus,土耳其语中也这样称呼它,是地中海地区内陆水域的一种常见物种。这种螯虾对污染和环境变化非常敏感,是清洁和健康水生态系统的指标。它的存在预示着水质的保持和生态系统的平衡。2023 年 7 月至 8 月期间,对希尔凡利大坝湖中的 283 只淡水螯虾进行了研究,结果发现 53.36% 为雄性,46.64% 为雌性。雄性平均体长为 95.9874 ± 6.4603 mm,平均体重为 24.1861 ± 5.3696 g;雌性平均体长为 95.0981 ± 5.5519 mm,平均体重为 21.5193 ± 3.4488 g。雌性(W=0.00166359×TL2.0767)、雄性(W=0.00019587×TL2.5651)和所有个体(W=0.00037111×TL2.4162)的体长-体重关系(LWR)均已确定。LWR 的指数值 "b "分别为 2.0767(r2=0.993)、2.5651(r2=0.986)和 2.4162(r2=0.987)。该研究比较了传统的 LWR 方法和人工智能生长分析方法,认为后者是评估淡水小龙虾在水生系统中生长情况的可行替代方法。
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引用次数: 0
Infrastructures of Large-Scale Geothermal Energy Projects in Kenya: Materialization, Generativity, and Socio-Economic Development Linkages 肯尼亚大型地热能源项目的基础设施:物质化、生成性和社会经济发展联系
Pub Date : 2024-05-24 DOI: 10.30958/ajs.11-2-4
Chigozie Nweke-Eze
The linkages between infrastructures and socio-economic development have become increasingly complex and varied in transdisciplinary human science scholarship. In the Global South context in particular, these linkages entail unusual geographies of diffusion that defies many easy narratives. Using the case of geothermal energy projects in Kenya, this article explores the materialization and generativity of infrastructures in large-scale projects and their complex linkages to socio-economic development. In so doing, the paper shows how the delivery of ‘core’ infrastructure projects enable the provision of ‘other’ infrastructures – ‘required’ and ‘generated’ infrastructures, all of which entail different socio-economic development linkages for different interest groups at national and local community levels. In exploring these processes, the paper engaged with multi-disciplinary scholarship on the materialization and generativity of infrastructures and their variegated and multifaceted linkages to socio-economic development. A methodological combination of expert and informal interviews, document analysis, and project-sites observations form the basis of our analysis. Keywords: infrastructures, large-scale geothermal energy projects, materialization, generativity, socio-economic linkages, Global South, Kenya
在跨学科人文科学学术研究中,基础设施与社会经济发展之间的联系日益复杂多样。特别是在全球南部的背景下,这些联系带来了不同寻常的传播地理学,打破了许多简单的说法。本文以肯尼亚的地热能源项目为例,探讨了大型项目中基础设施的具体化和生成性及其与社会经济发展的复杂联系。在此过程中,本文展示了 "核心 "基础设施项目的交付如何促成 "其他 "基础设施的提供--"所需的 "和 "生成的 "基础设施,所有这些都在国家和地方社区层面为不同利益群体带来不同的社会经济发展联系。在探讨这些过程时,论文参考了关于基础设施的具体化和生成性及其与社会经济发展的不同和多方面联系的多学科学术研究。专家和非正式访谈、文件分析和项目现场观察相结合的方法构成了我们分析的基础。关键词:基础设施、大型地热能源项目、具体化、生成性、社会经济联系、全球南部、肯尼亚
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引用次数: 0
Generative Urban Design in the Field of Infrastructure: An Optimizing Solution for Connecting Fier and Vlora County by a 600 m Bridge over Selenica River, Albania 基础设施领域的生成性城市设计:通过跨越塞莱尼察河的 600 米大桥连接阿尔巴尼亚菲耶和发罗拉县的优化方案
Pub Date : 2024-05-24 DOI: 10.30958/ajs.11-2-3
Ilda Rusi, Albi Alliaj
The way we think about infrastructure is being completely changed by parametric and generative design. Meanwhile the contemporary urban planning process is often viewed as a complicated and fragmented workflow. The main goal is to optimize solutions with tens of thousands of variations while concurrently taking into consideration various limits. This Paper will discuss and demonstrate the use of a generative urban design framework at the local scale. Although relevant to infrastructure, generative design is not limited to architecture. And on the other hand, the construction sector is becoming more specialized and complex. The close cooperation between structural engineers, architects, urban planners and other stakeholders is a major driving force behind modern projects. The building site is cut off from architects and engineers, particularly in the digital age. To ensure a three-dimensional scope of work, digital models are therefore necessary. The difficulty is that the structural model and architectural model do not match up exactly. A generative design is therefore explained in the case of a bridge design. Bridges are effective structures that provide a variety of topologies, materials, and geometries. This paper examines how the geometry and topology of a 600 meters long bridge can bring an optimal solution for connecting two nearby counties, Fieri and Vlora. The performance of the bridge can be examined by altering the geometrical parameters in addition to the topology. By adding more design factors and offering a fresh method for bridge optimization, the study aims in further developing the initial parametric model. Since the process of changing the design is quite quick and the analysis is displayed instantly, using parametric design to study alternative options for bridges could be highly helpful to designers. Keywords: generative design, bridge, geometry, typology, optimization, deflection.
参数化设计和生成设计正在彻底改变我们对基础设施的思考方式。与此同时,当代城市规划过程往往被视为一个复杂而零散的工作流程。主要目标是在考虑各种限制的同时,优化具有成千上万种变化的解决方案。本文将讨论并演示生成式城市设计框架在地方尺度上的应用。尽管生成式设计与基础设施相关,但它并不局限于建筑。另一方面,建筑行业正变得越来越专业和复杂。结构工程师、建筑师、城市规划师和其他利益相关者之间的密切合作是现代项目的主要推动力。特别是在数字化时代,建筑工地与建筑师和工程师之间的联系被切断了。因此,为了确保工程的三维范围,数字模型是必不可少的。困难在于结构模型和建筑模型并不完全匹配。因此,以桥梁设计为例,对生成式设计进行了解释。桥梁是一种有效的结构,可提供多种拓扑结构、材料和几何形状。本文研究了一座 600 米长桥梁的几何形状和拓扑结构如何为连接附近的两个县--菲埃里县和发罗拉县带来最佳解决方案。除了拓扑结构外,还可以通过改变几何参数来检验桥梁的性能。通过增加更多的设计因素并提供一种全新的桥梁优化方法,该研究旨在进一步开发初始参数模型。由于改变设计的过程相当迅速,分析结果也能即时显示,因此使用参数化设计来研究桥梁的替代方案对设计者大有裨益。关键词:生成式设计、桥梁、几何、类型学、优化、挠度。
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引用次数: 0
Identifying Sustainability Efforts in Company’s Reports Using Text Mining and Machine Learning 利用文本挖掘和机器学习识别公司报告中的可持续发展工作
Pub Date : 2024-05-24 DOI: 10.30958/ajs.11-2-2
Evangelos Xevelonakis, Tanbir Mann
This study delves into the utilization of text mining to scrutinize social and environmental reports of companies, showcasing its effectiveness in evaluation. It explores various text mining techniques and practically applies decision tree, k-nearest neighbors, and naïve Bayes methods. The paper offers guidance on extracting pertinent terms related to four CSR dimensions: Environment, Employee, Social responsibility, and Human rights. Results demonstrate the successful differentiation of text based on these dimensions, leveraging a CSR-relevant dictionary by Pencel and Malascue. Employing document classification techniques, the study constructs four models using distinct text mining approaches for comparative analysis. Through this research, the valuable role of text mining in assessing social and environmental disclosures is underscored, providing insights into optimizing these techniques for evaluations and emphasizing their potential to enhance understanding and decision-making in corporate social responsibility assessments. Keywords: sustainability, text mining, machine learning, Corporate Social Responsibility - CSR, environmental reports
本研究深入探讨了如何利用文本挖掘技术来审查公司的社会和环境报告,展示了文本挖掘技术在评估中的有效性。它探讨了各种文本挖掘技术,并实际应用了决策树、k-近邻和天真贝叶斯方法。论文为提取与企业社会责任四个维度相关的术语提供了指导:环境、员工、社会责任和人权。结果表明,利用 Pencel 和 Malascue 编写的企业社会责任相关词典,成功地根据这些维度对文本进行了区分。该研究采用文档分类技术,利用不同的文本挖掘方法构建了四个模型进行比较分析。通过这项研究,强调了文本挖掘在评估社会和环境信息披露方面的重要作用,为优化这些评估技术提供了见解,并强调了这些技术在加强企业社会责任评估的理解和决策方面的潜力。关键词: 可持续性、文本挖掘、机器学习、企业社会责任、环境报告
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引用次数: 0
Proof of Principle of Wastewater Treatment using Plasma Discharge to Reduce the Amount of Methylparaben 利用等离子体放电处理废水以减少苯甲酸甲酯用量的原理验证
Pub Date : 2024-02-21 DOI: 10.30958/ajs.11-1-2
Christoph Schattschneider, Sina Piontek, Hannes Jacobs, Andrea Böhme, Concetta Sirena, Andreas Foitzik
Synthetic substances like many pharmaceuticals, preservatives or other chemical compounds are actually very difficult to handle in sewage treatment. These compounds are very stable in aqueous solution and their degradation reactions are insufficient. Therefore, to eliminate these substances from wastewater additional afford is necessary. Extreme conditions like pH value, redox potential, chemical or physical energy need to be present. With our study we try to show that the use of plasma discharge could be a solution to this problem. Using the example of methylparaben, a preservative, we could show, that the physical energy of plasma discharge is able to initialize the degradation reaction in aqueous environment. The concentration was reduced by up to 70 percent in our setting depending on the treatment duration. Overall, the system showed potential to optimize wastewater treatment. Further examinations are necessary for example regarding undesirable by-products. Keywords: wastewater treatment, plasma discharge, high voltage, degradation
合成物质,如许多药物、防腐剂或其他化合物,在污水处理中实际上很难处理。这些化合物在水溶液中非常稳定,其降解反应也不充分。因此,要消除废水中的这些物质,还需要额外的成本。需要具备极端条件,如 pH 值、氧化还原电位、化学能或物理能。我们的研究试图表明,使用等离子体放电可以解决这一问题。以防腐剂苯甲酸甲酯为例,我们可以证明等离子体放电的物理能量能够启动水环境中的降解反应。根据处理时间的长短,在我们的设置中,浓度最多可降低 70%。总之,该系统显示出优化废水处理的潜力。有必要对不良副产品进行进一步研究。关键词:废水处理、等离子放电、高压、降解
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引用次数: 0
Quality Testing in Aluminum Die-Casting – A Novel Approach using Acoustic Data in Neural Networks 铝压铸件的质量检测 - 一种在神经网络中使用声学数据的新方法
Pub Date : 2024-02-21 DOI: 10.30958/ajs.11-1-1
Manfred Rössle, Stefan Pohl
In quality control of aluminum die casting various processes are used. For example, the density of the parts can be measured, X-ray images or images from the computed tomography are analyzed. All common processes lead to practically usable results. However, the problem arises that none of the processes is suitable for inline quality control due to their time duration and to their costs of hardware. Therefore, a concept for a fast and low-cost quality control process using sound samples is presented here. Sound samples of 240 aluminum castings are recorded and checked for their quality using X-ray images. All parts are divided into the categories "good" without defects, "medium" with air inclusions ("blowholes") and "poor" with cold flow marks. For the processing of the generated sound samples, a Convolutional Neuronal Network was developed. The training of the neural network was performed with both complete and segmented sound samples ("windowing"). The generated models have been evaluated with a test data set consisting of 120 sound samples. The results are very promising. Both models show an accuracy of 95% and 87% percent, respectively. The results show that a new process of acoustic quality control can be realized using a neural network. The model classifies most of the aluminum castings into the correct categories. Keywords: acoustic quality control, aluminum die casting, convolutional neural networks, sound data
在铝压铸件的质量控制中,使用了多种工艺。例如,可以测量部件的密度,分析 X 射线图像或计算机断层扫描图像。所有常见的方法都能得出实际可用的结果。但问题是,由于时间长、硬件成本高,这些工艺都不适合用于在线质量控制。因此,本文提出了一个利用声音样本进行快速、低成本质量控制的概念。对 240 个铝铸件的声音样本进行记录,并使用 X 射线图像检查其质量。所有部件被分为无缺陷的 "好"、有空气夹杂物("气孔")的 "中 "和有冷流痕迹的 "差 "三类。为处理生成的声音样本,开发了一个卷积神经元网络。神经网络的训练既使用完整的声音样本,也使用分割的声音样本("窗口")。使用由 120 个声音样本组成的测试数据集对生成的模型进行了评估。结果非常理想。两个模型的准确率分别为 95% 和 87%。结果表明,使用神经网络可以实现新的声学质量控制流程。该模型可将大多数铝铸件归入正确的类别。关键词:声学质量控制、铝压铸件、卷积神经网络、声音数据
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引用次数: 0
Algorithm for Control of Traffic Flow in an Intelligent Transport System 智能交通系统中的交通流控制算法
Pub Date : 2024-02-21 DOI: 10.30958/ajs.11-1-3
Natallia Yankevich
Traffic management in modern Intelligent Transport Systems (ITS) includes monitoring the actual traffic situation in real time and management transport traffic using this information. At the same time, cars as ITS components must be equipped with communication capabilities for exchanging information with other vehicles (V2V) and road infrastructure (V2I). Such approach is connected with usage of special equipment connected to on-board network for local data collection, which can be exchanged between cars and with a central communication station using wireless Internet. At the same time, the issue of developing the traffic organization algorithms themselves is still open. This problem can be solved with the help of game theory, a fairly new but rapidly developing part of modern mathematics. Unlike optimization theory, which studies the possibilities of constructing an optimal solution for the entire system as a whole, game theory studies ways to optimize individual benefits in competition with other persons (events) that rationally seek to satisfy their own benefits. The problem of "smart" regulation of intersections is quite difficult to solve a problem, nevertheless it is possible due to rapid development of ICT technologies. Keywords: ITS, transport crossroads, game theory
现代智能交通系统(ITS)中的交通管理包括实时监控实际交通状况和利用这些信息管理交通。同时,汽车作为智能交通系统的组成部分,必须具备与其他车辆(V2V)和道路基础设施(V2I)交换信息的通信能力。这种方法需要使用与车载网络连接的特殊设备来收集本地数据,这些数据可以在汽车之间交换,也可以通过无线网络与中央通信站交换。与此同时,交通组织算法本身的开发问题仍未解决。这个问题可以借助博弈论来解决,博弈论是现代数学中一个相当新但发展迅速的部分。优化理论研究为整个系统构建最优解决方案的可能性,而博弈论则不同,它研究如何在与其他人(事件)的竞争中优化个人利益,而其他人(事件)则理性地寻求满足自身利益。交叉路口的 "智能 "监管问题是一个相当难以解决的问题,但由于信息和通信技术的快速发展,这个问题是有可能解决的。关键词智能交通系统、交通路口、博弈论
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引用次数: 0
An Analysis of Stream Flow and Flood Frequency: A Case Study from Downstream of Kelani River Basin, Sri Lanka 溪流流量和洪水频率分析:斯里兰卡凯拉尼河流域下游案例研究
Pub Date : 2024-02-21 DOI: 10.30958/ajs.11-1-4
Kumudika K.E. Perera
River floods in Sri Lanka are mainly associated with extreme rainfall events. The Kelani and Kalu rivers are recorded the highest flood frequencies and the accompanying flood damages among the river basins in wet zone (UNDP, 2011). Therefore, the specific objective of the study is to estimate the temporal probability of occurrence of flood events in downstream of Kelani river basin. Secondary data were used for the study. Daily discharges data were obtained from Hanwella gauging station for the period of 1990 to 2019 from the Department of Irrigation, Sri Lanka. Trend analysis, normal distribution and flood frequency analysis have been used. The results of the study revealed that there was a bi-modal pattern of discharges that occurred in June and October. The results also indicated that ten return periods were covered the total period of 30 years, and there was a 97 per cent probability of flood occurrence almost annually and 64 per cent probability of occurring once every two years. This study, therefore, was recommended to design flood control structures for mitigating flood risk; and to determine the economic value of flood control projects and the effect of encroachments on flood plain. Keywords: floods, frequency, downstream, return period, probability
斯里兰卡的河流洪水主要与极端降雨事件有关。在湿润地区的河流流域中,凯拉尼河和卡卢河的洪水频率最高,洪水造成的损失也最大(联合国开发计划署,2011 年)。因此,本研究的具体目标是估算凯拉尼河流域下游发生洪水事件的时间概率。研究使用了二手数据。从斯里兰卡灌溉部的 Hanwella 测量站获得了 1990 年至 2019 年期间的日排水量数据。使用了趋势分析、正态分布和洪水频率分析。研究结果表明,6 月和 10 月的排水量呈双峰模式。研究结果还表明,在 30 年的总周期中,有 10 个重现期,几乎每年发生洪水的概率为 97%,每两年发生一次的概率为 64%。因此,建议通过这项研究来设计洪水控制结构,以减轻洪水风险;并确定洪水控制项目的经济价值以及侵占洪泛平原的影响。关键词:洪水、频率、下游、重现期、概率
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引用次数: 0
The Availability Level of the Aesthetic Approach in Mathematics Textbooks for the Higher Grades at the Primary Stage in Saudi Arabia 沙特阿拉伯小学高年级数学教科书中美学方法的可用程度
Pub Date : 2023-11-27 DOI: 10.30958/ajs.10-4-4
Khalid Mohammed Alkhuzaim, Thamer Ali Alwahbi
This study aims to establish the presence of aesthetic underpinnings in Saudi mathematics textbooks. For this, the researchers used descriptive-analytical methods. We looked at fourth, fifth, and sixth grade math textbooks. The arbitrated aesthetic method divides 27 signals into seven basic domains. The content availability of each main aesthetic approach area was found to be constant across all books in the elementary stage's upper grades. Aesthetic strategies were used in primary mathematics textbooks at a rate of 34%. The average percentages for the major domains were: 76.9% major themes, 57.7% mental level, 52.8% science framework, 35.4% mathematics and arts, 10.7% mathematics and emotional components, and 2.2 % athletic aesthetic criteria. The researchers suggested designing mathematics courses and texts artistically. Keywords: textbooks, mathematics, aesthetic approach, mathematical aesthetic, content analysis
本研究旨在确定沙特数学教科书中是否存在美学基础。为此,研究人员采用了描述分析法。我们研究了四年级、五年级和六年级的数学教科书。仲裁审美法将 27 种信号分为七个基本领域。研究发现,在小学高年级的所有教科书中,每个主要审美方法领域的内容可用性是不变的。审美策略在小学数学教科书中的使用率为 34%。主要领域的平均比例为主要主题占 76.9%,心理水平占 57.7%,科学框架占 52.8%,数学与艺术占 35.4%,数学与情感成分占 10.7%,运动审美标准占 2.2%。研究人员建议从艺术角度设计数学课程和课本。关键词:教科书;数学;审美方法;数学审美;内容分析
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引用次数: 0
Heat Storage as Evidence of Hydrographic Cycles in the Southeastern Mediterranean Basin 蓄热是地中海东南盆地水文周期的证据
Pub Date : 2023-11-27 DOI: 10.30958/ajs.10-4-1
Ibrahim A. Maiyza, T. El-Geziry, Shimaa I. Maiyza
Numerous studies were conducted in the Southeastern Mediterranean Sea to determine whether variations in the hydrography and fisheries exhibit cyclic behaviour. This work investigated the long-term cyclic behaviour of physical properties in the Southeastern Mediterranean basin; taking heat storage as a parameter of interest. Heat storage is said to be a more accurate component to measure the probable thermal cyclic behaviour within a specific basin; it allows for the elimination of diurnal (full) and monthly effects on the examined thermal behaviour to a lesser extent. The work aims to: (1) provide the best fit model of heat storage anomaly changes; and (2) investigate any cyclic behaviour of change over a considerable span. The hydrographic data (temperature and salinity) were scattered over the period 1889-2021. However, because of the scarcity of data over the period 1892-1964, calculations of the mean annual heat storage and mean annual heat storage anomaly focused on the period 1965-2021 of continuous records. The minimum mean annual heat storage anomaly of the 300 m layer ranged from -9.0E9 Jm-2 (1992) to +0.84E9 Jm-2 (1994), with an overall mean of -0.016E9 Jm-2. +0.43E9 Jm-2 was the standard deviation from the mean. The best fit model was produced for the variations in the mean annual heat storage anomaly. This was represented by a cubic equation with R2 of 0.21. The minimum anomaly occurred in 1980 and the maximum in 2015. Therefore, the results confirmed the 70-year cycle of variation in the hydrographic conditions in the south-eastern Mediterranean region. Keywords: Southeastern Mediterranean Sea, heat storage, anomalies, cycles
在地中海东南部进行了大量研究,以确定水文地理和渔业变化是否表现出周期性。这项工作调查了地中海东南部海盆物理性质的长期周期性变化,并将热储量作为一个相关参数。据说,热储量是测量特定盆地内可能出现的热循环行为的一个更准确的组成部分;它可以在较小程度上消除昼(全)和月对所研究的热行为的影响。这项工作的目的是:(1) 提供最合适的蓄热异常变化模型;(2) 研究相当大跨度内的任何周期性变化行为。水文数据(温度和盐度)分散在 1889-2021 年期间。然而,由于 1892-1964 年期间的数据较少,年平均蓄热量和年平均蓄热量异常的计算主要集中在 1965-2021 年的连续记录期间。300 米层的最小年平均热储量异常从-9.0E9 Jm-2(1992 年)到+0.84E9 Jm-2(1994 年)不等,总平均值为-0.016E9 Jm-2。+0.43E9 Jm-2 是平均值的标准偏差。年平均蓄热异常变化的最佳拟合模型是用三次方程表示的。该模型由一个 R2 为 0.21 的三次方程表示。最小异常值出现在 1980 年,最大值出现在 2015 年。因此,研究结果证实了地中海东南部地区水文条件变化的 70 年周期。关键词地中海东南部、蓄热、异常、周期
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引用次数: 0
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Athens journal of sciences
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