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ETL process for water resources and demographics data: an open source data processing tools and visualizations ETL处理水资源和人口统计数据:一个开源的数据处理工具和可视化
Q3 Earth and Planetary Sciences Pub Date : 2023-06-30 DOI: 10.47533/2023.1606-146x.4
M. Zhiyenbayev, A. G. Ospan, M. Mansurova
Open data portals have become increasingly popular in recent years as more and more governments, organizations, and businesses recognize the benefits of making data publicly available for researchers, analysts and decision-making platforms. Many governments have launched their portal at the national, regional, and local levels. In addition to traditional government datasets such as demographics, finance, and transportation, open data portals are increasingly providing access to a broader range of data types, including environmental data, health data, and social media data. Many open data portals are offering improved tools for data analysis and visualization, making it easier for users to extract insights from the data. Increased collaboration and engagement between government, businesses, and the public, with features such as forums and hackathons. The purpose of this research is to find a way to automate data collecting and visualization processes by using different open source technologies and promoting Open Data Portal by using environmental data, especially water resources and pollution data from the Agency for Strategic Planning and Reforms of the Republic of Kazakhstan, Bureau of National Statistics.
近年来,随着越来越多的政府、组织和企业认识到向研究人员、分析人员和决策平台公开数据的好处,开放数据门户变得越来越流行。许多政府已经在国家、地区和地方各级推出了门户网站。除了传统的政府数据集,如人口统计、金融和交通,开放数据门户越来越多地提供对更广泛的数据类型的访问,包括环境数据、健康数据和社交媒体数据。许多开放数据门户都提供了改进的数据分析和可视化工具,使用户可以更轻松地从数据中提取见解。通过论坛和黑客马拉松等活动,加强政府、企业和公众之间的合作和参与。本研究的目的是通过使用不同的开源技术找到一种自动化数据收集和可视化过程的方法,并通过使用环境数据,特别是来自哈萨克斯坦共和国战略规划和改革机构国家统计局的水资源和污染数据来促进开放数据门户。
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引用次数: 0
Survey and analysis of computer emergency response team services 计算机应急响应小组服务的调查与分析
Q3 Earth and Planetary Sciences Pub Date : 2023-06-30 DOI: 10.47533/2023.1606-146x.3
A. A. Amrenov, A. Nurusheva
This article discusses the functions and services of CERTs. First CERT was created with the goal to have more organized and structured approach to the computer security incident handling process. The creation of such CERTs contributes to an increase in the country’s global cybersecurity index. Services that KZ-CERT provide to protect people using the Internet from malicious activity of intruders are analyzed. KZ-CERT is the center for users of national information systems and the Internet segment, which provides the collection and analysis of information on computer incidents, advisory and technical support to users in preventing computer security threats. The competence of the service includes the processing of the computer incidents in order to identify and neutralize them.
本文讨论了cert的功能和服务。首先,创建CERT的目的是为计算机安全事件处理过程提供更有组织和结构化的方法。此类cert的创建有助于提高该国的全球网络安全指数。分析了KZ-CERT提供的服务,以保护使用互联网的人们免受入侵者的恶意活动。KZ-CERT是国家信息系统和互联网用户的中心,为用户提供计算机事件信息的收集和分析,并为用户提供预防计算机安全威胁的咨询和技术支持。服务的能力包括处理计算机事件,以便识别和消除它们。
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引用次数: 0
Development and research of reliability assessment of linear wireless sensor networks 线性无线传感器网络可靠性评估的发展与研究
Q3 Earth and Planetary Sciences Pub Date : 2023-06-30 DOI: 10.47533/2023.1606-146x.1
Zh. M. Alimzhanova, N. P. Azanov, G. Ziyatbekova, Zh. N. Abilkhanova, S. Zhunusbayeva, B. M. Turgambay
The article is devoted to the issue of estimating the reliability of linear wireless sensor networks. Scientific research in the field of forecasting is given. This article discusses the Internet of Things (IoT) technology, which is growing by 15-20%, actively developing in all directions and its principles of operation. The area with the greatest potential for the application of the Internet of Things in Kazakhstan is smart control of resource consumption, including in the sphere of housing and communal services. Использованы методы построения и управления смарт-систем. Also describes the increase in comfort, thanks to IoT technology. User-friendly interface is used. Mainly considered the system of automation of business structures depending on the scale. All currently available methods have been suggested, which are key factors in optimizing all processes. Also considered options for modeling and system development, taking into account all the relevant problems of technology automation. The importance of the scientific topic affects the high potential for the development of IoT technology and the lack of uniform standards for devices included in these systems. The system is scalable, allowing it to be used for almost any purpose. This paper proposes an approach to solving a number of problems arising in the monitoring of long pipelines using wireless sensor networks. In order to take full advantage of the potential of IoT technologies, the architectural basis of which is formed by wireless sensor networks, it is necessary to develop tools to assess and ensure the reliability of these networks. Thus, the focus of the study is on the application-specific formalized reliability criteria for wireless sensor networks.
本文主要研究线性无线传感器网络的可靠性估计问题。给出了预测领域的科学研究。物联网(Internet of Things, IoT)技术正以15-20%的增长速度向各个方向积极发展,本文探讨了物联网的运行原理。在哈萨克斯坦,物联网应用潜力最大的领域是智能控制资源消耗,包括在住房和公共服务领域。Использованыметодыпостроенияиуправлениясмарст——истем。还描述了由于物联网技术而增加的舒适度。使用友好的界面。主要考虑了系统自动化对业务结构规模的依赖。所有目前可用的方法已经提出,这是优化所有过程的关键因素。还考虑了建模和系统开发的选项,考虑到技术自动化的所有相关问题。科学主题的重要性影响了物联网技术发展的巨大潜力,以及这些系统中设备缺乏统一标准。该系统是可扩展的,允许它用于几乎任何目的。本文提出了一种利用无线传感器网络解决长管道监测中出现的一些问题的方法。物联网技术的架构基础是由无线传感器网络构成的,为了充分利用物联网技术的潜力,有必要开发工具来评估和确保这些网络的可靠性。因此,研究的重点是无线传感器网络特定应用的形式化可靠性标准。
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引用次数: 0
Development of an algorithm for obtaining data from thematic internet resources 从专题互联网资源中获取数据的算法开发
Q3 Earth and Planetary Sciences Pub Date : 2023-06-30 DOI: 10.47533/2023.1606-146x.6
S. Mambetov, Y. Begimbayeva, A. Khikmetov, S. Joldasbayev
With the rapid development of the Internet, users are actively sharing their personal data and other information on many social networks. Information on the Internet should be analyzed to make sure that it is reliable and does not pose a threat to the public. Based on this, there is a need to collect, monitor and analyze this information. Data collection is a complex task, depending on the structure of each web page. Since not all resources allow you to collect information, you have to use many methods. The proposed article shows effective ways of using syntactic analysis to obtain information. The method of semantic analysis (parsing) of the contents of web pages is explained using a program written in Python based on the BeatifulSoup library. In addition, the focus is on methods of collecting information through other APIs, using tools to emulate user behavior in the browser. An algorithm for extracting information from thematic Internet resources using the BeatifulSoup + Requests library is presented. As a result, information was obtained from Englishand Russian-speaking hacker and carding forums.
随着互联网的快速发展,用户在许多社交网络上积极地分享他们的个人数据和其他信息。互联网上的信息应该被分析,以确保它是可靠的,不会对公众构成威胁。基于此,有必要对这些信息进行收集、监测和分析。数据收集是一项复杂的任务,取决于每个网页的结构。由于并非所有资源都允许您收集信息,因此您必须使用许多方法。本文展示了利用句法分析获取信息的有效途径。使用基于beautifulsoup库的Python编写的程序解释了网页内容的语义分析(解析)方法。此外,重点是通过其他api收集信息的方法,使用工具模拟浏览器中的用户行为。提出了一种利用beautifulsoup + Requests库从互联网主题资源中提取信息的算法。因此,信息是从英语和俄语的黑客和梳理论坛上获得的。
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引用次数: 0
On exact solutions of the equation of continuity 关于连续性方程的精确解
Q3 Earth and Planetary Sciences Pub Date : 2023-06-25 DOI: 10.47533/2023.1606-146x.11
M. M. Abenov, N. A. N. A. Bolat
The continuum of exact solutions of the two-dimensional continuity equation for stationary, planeparallel fluid flow is found in the article. Only specific solutions of this equation corresponding to a vortex-free fluid flow are described in the classical literature. At the same time, components of an arbitrary analytical function of a complex variable are used, playing the role of a velocity potential and a current function. In this paper we give a generalization of this method, which also gives vortex-free solutions to the continuity equation.
本文发现了平稳、平面平行流体流动的二维连续方程精确解的连续体。经典文献中只描述了该方程对应于无涡流体流动的具体解。同时,使用复变量的任意解析函数的分量,充当速度势和电流函数的作用。本文对该方法进行了推广,并给出了连续方程的无涡解。
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引用次数: 0
Asymptotic behavior of the solution of the boundary value problem for a singularly perturbed system of the integro-differential equations 一类奇摄动积分-微分方程组边值问题解的渐近性质
Q3 Earth and Planetary Sciences Pub Date : 2023-06-25 DOI: 10.47533/2023.1606-146x.13
A. Muratova
In this paper, we study the asymptotic behavior of solutions to the boundary value problem for singularly perturbed systems of integro-differential equations. The aim of the work is to obtain an analytical formula, an asymptotic estimate of the solution of a boundary value problem, and to determine the asymptotic behavior of the solution by a smaller parameter at the starting point. The boundary value problem given in the paper is reduced to a boundary value problem posed in a singularly perturbed integral-differential equation of mixed type with respect to a fast variable. The Cauchy function, boundary functions and Green’s function of a singularly perturbed homogeneous differential equation are obtained, and their asymptotic estimates are also determined. With the help of these constructed functions, an analytical formula and an asymptotic estimate of this solution of the boundary value problem are obtained. The asymptotic behavior of the solution with respect to a small parameter is determined and the order of growth of its derivatives at the left point of a given segment is shown. It is established that the solution of the boundary value problem under consideration has an initial jump of zero order at the initial point.
本文研究了奇异摄动积分-微分方程组边值问题解的渐近性质。本文的目的是得到边值问题解的解析公式和渐近估计,并通过一个较小的参数确定解在起始点的渐近行为。将本文给出的边值问题简化为关于快变量的混合型奇摄动积分-微分方程的边值问题。得到了一类奇摄动齐次微分方程的Cauchy函数、边界函数和Green函数,并确定了它们的渐近估计。利用这些构造的函数,得到了边值问题解的解析公式和渐近估计。确定了解对一个小参数的渐近性质,并给出了其导数在给定线段左点处的增长阶数。建立了所考虑的边值问题的解在初始点具有零阶的初始跃变。
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引用次数: 0
Generalized (G’ / G) – expansion method for the loaded shallow water wave equation 加载浅水波动方程的广义(G′/ G) -展开法
Q3 Earth and Planetary Sciences Pub Date : 2023-06-25 DOI: 10.47533/2023.1606-146x.12
A. T. Baimankulov, M. Khasanov, A. Ismailov, O. Y. Ganjaev
This article is devoted to finding solutions for the traveling wave of the loaded wave equation in shallow water. One of the approaches to finding solutions by the expansion method (G / G) is given, which is one of the most effective ways to obtain solutions. When parameters are taken as special values, solitary waves are also derived from traveling waves. Solutions for the traveling wave are expressed by hyperbolic and trigonometric functions. This method is easy to implement using well-known software packages that allow solving complex nonlinear evolutionary equations of mathematical physics.
本文致力于寻找浅水中载波方程的行波解。给出了用展开法(G/ G)求解的一种方法,它是最有效的求解方法之一。当参数为特殊值时,也可由行波导出孤立波。行波的解用双曲函数和三角函数表示。这种方法很容易实现,使用知名的软件包,允许求解复杂的非线性数学物理进化方程。
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引用次数: 0
Construction of effective computational algorithms for solving free boundary problems 构建求解自由边界问题的有效计算算法
Q3 Earth and Planetary Sciences Pub Date : 2023-06-25 DOI: 10.47533/2023.1606-146x.14
S. Mukhambetzhanov, A. A. Mussina, K. P. Aman
An efficient method for numerically solving the one-dimensional Stefan problem is proposed herein. A computational algorithm for solving free boundary problems has been developed. This provides a means of solving problems with an arbitrary and variable number of phases, both in terms of thermal conductivity and diffusion. The solution algorithm is based on the application of the finite element method. The calculations are performed according to a homogeneous scheme. This makes the method universal and renders it possible to be referred to the class of shock-capturing methods. Accurate tracking of the position of the boundaries is carried out, in the same manner as in the methods with edge detection, which makes it possible to solve problems with high accuracy, inherent in methods of this type.
本文提出了一种有效的数值求解一维Stefan问题的方法。提出了一种求解自由边界问题的计算算法。这提供了一种解决任意和可变相数的问题的方法,无论是在导热性方面还是在扩散方面。求解算法基于有限元法的应用。计算是按照齐次格式进行的。这使得该方法具有通用性,并使其有可能被引用到冲击捕获方法类中。以与边缘检测方法相同的方式对边界的位置进行精确跟踪,这使得解决此类方法固有的高精度问题成为可能。
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引用次数: 0
INDUSTRIAL WASTE RECYCLING – ONE OF THE KEY DIRECTIONS OF BUSINESS DEVELOPMENT 工业废弃物回收利用——企业发展的重点方向之一
Q3 Earth and Planetary Sciences Pub Date : 2023-06-14 DOI: 10.32014/2023.2518-170x.309
М. Nurpeisova, Z. Yestemesov, V.G. Lozinsky, А.А. Аshimova, S.S. Urazova
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引用次数: 1
INFLUENCE OF THE HYDROGEOLOGICAL MODE OF OPERATION ON THE CHARACTER OF COLLATING OF THE FILTER AND THE FILTER ZONE OF SEASONAL WELLS 水文地质运行方式对季节性井过滤器及过滤带整理特性的影响
Q3 Earth and Planetary Sciences Pub Date : 2023-06-14 DOI: 10.32014/2023.2518-170x.314
V. A. Tumlert, Z. Kasymbekov, R.A. Dzhaisambekova, E.V. Tumlert, B. Amanbayeva
. The regularities influence of the hydrogeological mode of operation on the nature of filter colmatation and near-filter zone of wells for watering pastures and of the change in the pressure loss gradient in the thickness of the near-filter zone in time have been studied. It is shown that the decrease in the flow rate of water wells is due to various types of clogging of filters and near-filter zones and depends on the operating mode of the wells. It has been established that the predominant influence on the decrease in the flow rate of water wells for watering pastures is exerted by the processes of mechanical clogging of their filters and near-filter zones, which are the result of suffusion of the water-bearing soil with the blocking of the filter inlets and filling the pores of the gravel bed, which is facilitated by the uneven operation of the wells. The size of the bridging zone does not exceed 100 mm, and silt, clay and sand particles with a particle size of less than 1 mm are bridging. And consequently, the methods of restoring the flow rate
。研究了水文地质运行方式对牧草灌溉井滤层和近滤层性质的规律影响,以及近滤层厚度的压力损失梯度随时间的变化规律。结果表明,井流量的下降是由各种类型的过滤器和近过滤区堵塞引起的,并与井的运行方式有关。研究表明,草场灌水井流量下降的主要影响因素是其过滤器和近过滤区的机械堵塞过程,这是由于含水土壤的渗透和过滤器入口的堵塞和砾石层孔隙的填充造成的,这是由于井的不均匀运行造成的。桥接带大小不超过100mm,与粒径小于1mm的粉砂、粘土、砂粒起桥接作用。因此,恢复流量的方法
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引用次数: 15
期刊
News of the National Academy of Sciences of the Republic of Kazakhstan-Series of Geology and Technical Sciences
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