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22nd SGEM International Multidisciplinary Scientific GeoConference Proceedings 2022, Informatics, Geoinformatics and Remote Sensing最新文献

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IMPACT OF COVID-19 ON THE DIGITALISATION OF THE ENTERPRISES IN THE BIOECONOMY SECTOR COVID-19对生物经济领域企业数字化的影响
S. Zeverte-Rivza, I. Gudele
The COVID-19 outbreak has heavily influenced the way many businesses operate across all sectors linked to both changes in the consumer behavior, social-distancing restrictions and also the availability of resources and services (inc. public services) for businesses. These restrictions have influenced also the work of enterprises in the sector of bioeconomy � producers, processors and distributors of manufactured goods like food, clothing or home goods and other bio-based sectors both in the stages of primary production and processing and distribution. This study aims to assess the digitalisation process of the enterprises in the bioeconomy sector, the enterprise`s motivation for digitalisation and the impact of COVID-19 to the digitalisation of enterprises. It analyses the results of a survey carried out in Latvia in 2 phases � in 2020 and 2021 of entrepreneurs and employees of the enterprises working in the sector of bioeconomy, which allows to identify the digitalisation tools used by these enterprises and their motivation in moving towards the digital transformation.
2019冠状病毒病的爆发严重影响了所有行业的许多企业的运营方式,这与消费者行为的变化、社交距离限制以及企业资源和服务(inc.公共服务)的可用性有关。这些限制也影响了生物经济部门的企业- -食品、服装或家居用品等制成品的生产者、加工商和分销商以及其他生物基部门在初级生产、加工和分销阶段的工作。本研究旨在评估生物经济领域企业的数字化进程、企业的数字化动机以及COVID-19对企业数字化的影响。它分析了2020年和2021年在拉脱维亚分两个阶段对生物经济领域企业的企业家和员工进行的一项调查的结果,该调查可以确定这些企业使用的数字化工具及其迈向数字化转型的动机。
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引用次数: 0
MODELING AND DESIGN OF THE GEODATABASE OF THE CADASTRE OF NATURAL HEALING RESOURCES OF UKRAINE 乌克兰天然愈合资源地籍地理数据库的建模与设计
Eugene Y. Zakharchenko, O. Svitlychnyi, A. Lyashchenko
The basis of the natural resource base of the resort and recreational sphere is made up of natural healing resources (mineral waters, mud, brine of lakes and estuaries). In the context of the introduction of the concept of sustainable development, special attention is paid to the assessment of natural conditions and resources, systematization and monitoring of data on natural healing resources of the country. The State Cadastre of natural healing resources is being developed to systematize data, knowledge and information about known mineral waters, therapeutic mud, etc. The organization of information about the geodata of cadastres, in accordance with modern international standards, involves the use of conceptual modeling and the creation of a catalog of geodata object classes. On the example of data on mineral waters, a comprehensive solution for collecting, analyzing and presenting information based on open source software - GIS technologies and object-relational database technologies is presented. Based on the list of information included in the Cadastre of natural healing resources, a Geodata Catalog was created, which is the basis for the physical design of the Cadastral geodatabase. The article discusses the features of the structure of the physical implementation and functioning of the automated geoinformation system of the geodatabase of the Cadastre of natural healing resources. It is shown that the capabilities of object-relational databases and GIS based on open technologies can be used for input, analysis, statistical processing of a significant amount of information and its visualization.
度假村和娱乐场所的自然资源基础是由自然治疗资源(矿泉水、泥浆、湖泊和河口的盐水)组成的。在介绍可持续发展概念方面,特别注意对自然条件和资源的评估、对该国自然治愈资源数据的系统化和监测。正在编制国家自然治疗资源地籍,以便将有关已知矿泉水、治疗泥浆等的数据、知识和信息系统化。按照现代国际标准组织地籍地理数据信息,涉及到概念建模的使用和地理数据对象类目录的创建。以矿泉水数据为例,提出了一种基于开源软件GIS技术和对象关系数据库技术的信息采集、分析和呈现的综合解决方案。基于地籍中包含的自然愈合资源信息列表,创建了一个地理数据目录,这是地籍地理数据库物理设计的基础。论述了自然愈合资源地籍地理数据库自动化地理信息系统的物理实现结构和功能特点。结果表明,基于开放技术的对象关系数据库和地理信息系统的功能可以用于大量信息的输入、分析、统计处理及其可视化。
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引用次数: 0
LANDSLIDE PROCESSES� IMPACT ON AUTOMOBILE ROAD CHARACTERISTICS 滑坡过程对汽车道路特性的影响
A. Kairanbayeva, Zhumabek Zhantayev, G. Nurpeissova, D. Panyukova, A. Kiyalbayev
The research is part of the �Design of an intelligent system to forecast landslides' processes and their influence on the roads' technical and operational characteristics� project financed by the Ministry of Education and Science of the Republic of Kazakhstan by AP09260066 program. The research goal is in surveying deformed parts of �Almaty-Cosmostation� automobile road nearby critical slopes to identify in the next phases the causes of pavement degradation and formulate then the recommendation to prevent such degeneration. This site was chosen due to the extreme danger associated with the possible closure of the river flowing through the gorges along the road under study due to a landslide slope. This can lead to a change in the riverbed, the formation of a strong water flow, which will create a danger to the population, will lead to significant material damage. Main results. Within the framework of this project, new knowledge will be gained in the theory of forecasting the occurrence of landslide processes and their impact on the technical and economic indicators of highways, which undoubtedly has applied significance and contributes to the widespread introduction of intelligent systems for forecasting and making industry decisions. Detailed engineering and geological research of deformed parts of �Almaty-Cosmostation� automobile road nearby critical slopes are provided. The article results with the field researches to formulate causes of deterioration of the road pavement and formation of longitudinal and transversal cracks on it. To develop intelligent models for predicting landslide processes and their impact on the state of the road, the following types of work were carried out: georadar sounding method; Earth remote sensing methods; ground-satellite geodesy method; modeling and training of intelligent systems. Conclusions: The surface smoothness of the road pavement is partly below the minimum permissible level. The causes of the �irregular� (unusual) transversal cracks should be associated with slides of the rock masses and water falling from the rock slopes. Suggested causes of the grading�s slide slopes� erosion are the faint provision of surface drainage for the road pavement. The unevenness of the pavement on a micro level is connected to the uncompacted enough asphaltic concrete pavement and other pavement�s layers. The field researches� results will be used for training and testing of intellectual models.
该研究是由哈萨克斯坦共和国教育和科学部AP09260066项目资助的“滑坡过程及其对道路技术和运行特性影响的智能预测系统设计”项目的一部分。研究目标是对“阿拉木图-宇宙站”汽车道路关键斜坡附近的变形部分进行调查,以确定下一阶段路面退化的原因,并制定防止这种退化的建议。之所以选择这个地点,是因为研究道路沿线的河流可能因山体滑坡而关闭,这是一种极端的危险。这会导致河床发生变化,形成强烈的水流,这会对人口造成危险,会导致重大的物质损失。主要的结果。在该项目的框架内,将获得预测滑坡过程发生及其对高速公路技术经济指标影响的理论方面的新知识,这无疑具有应用意义,有助于广泛引入预测和制定行业决策的智能系统。对“阿拉木图-宇宙站”汽车公路临界边坡附近的变形部位进行了详细的工程地质研究。本文通过实地调研,明确了道路路面老化及纵横裂缝形成的原因。为了建立预测滑坡过程及其对道路状况影响的智能模型,开展了以下工作:地质雷达测深方法;地球遥感方法;地面卫星大地测量法;智能系统的建模和训练。结论:路面平整度部分低于最低允许水平。造成“不规则”(不寻常)横向裂缝的原因应该与岩体的滑动和从岩坡上落下的水有关。据推测,造成滑坡坡面侵蚀的原因是路面排水不足。路面的不平整在微观层面上与未压实的沥青混凝土路面和其他路面层有关。实地研究的结果将用于智力模型的训练和测试。
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引用次数: 0
WORKFLOW BETWEEN TERRESTRIAL LASER SCAN AND UAV PHOTOGRAMMETRY FOR STRUCTURAL ANALYSIS OF BRIDGES 地面激光扫描与无人机摄影测量在桥梁结构分析中的工作流程
O. S. Cuzic, E. Man, A. Alionescu, I. S. Herban
The structural analysis of the civil infrastructure is vital in order to track the evolution of degradation in time, to prevent disasters, but also to document and conserve the sites of cultural heritage. This paper review�s the workflow on the acquisition of point clouds to Terrestrial Laser Scanner (TLS) with those collected by photogrammetric 3D models based on images captured by an unmanned aerial vehicle (UAV), analyzing the data sets on two diferent type of bridges located in western Romania. The obtained data can serve a wide range of applications and supports different studies, also providing new digital tools that help tracking the degradation in time, reducing the technical limitations in the cultural heritage preservation, and exploring alternative ways for shaping future steps associated with saftey inspection. Depending on the objective, the use of such integrated technologies brings a significant contribution as a support tool for decision making. Due to the geometric complexity of the structure, the accuracy of measurements was limited by the resolution of sensors (remote-sensing data) and areas without light, hard to reach by lens. The comparative analysis of the two techniques shows that both methods produced similar results with high precision but also presented disadvantages in terms of data associated with spatial features.
民用基础设施的结构分析对于及时跟踪退化的演变,防止灾害,以及记录和保护文化遗产地点至关重要。本文综述了地面激光扫描仪(TLS)与基于无人机(UAV)捕获的图像的摄影测量三维模型收集的点云的工作流程,并分析了位于罗马尼亚西部的两座不同类型桥梁的数据集。获得的数据可以用于广泛的应用,支持不同的研究,还提供新的数字工具,帮助及时跟踪退化,减少文化遗产保护中的技术限制,并探索与安全检查相关的未来步骤的替代方法。根据目标的不同,使用这种综合技术作为决策的支持工具会带来重大贡献。由于结构的几何复杂性,测量的精度受到传感器(遥感数据)分辨率和透镜难以到达的无光区域的限制。两种方法的对比分析表明,两种方法的结果相似,精度高,但在空间特征相关数据方面存在不足。
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引用次数: 0
ESTIMATION OF VERTICAL ACCURACY OF DIGITAL TERRAIN MODEL FABDEM ON THE TERRITORY OF THE REPUBLIC OF SERBIA 塞尔维亚共和国境内数字地形模型fabdem垂直精度的估计
S. Grekulović, O. Odalović, M. T. Drakul, Dušan Petković
In 2004, a digital terrain model (DTM) was created in Serbia. It was obtained by vectorizing isohypses on topographic maps with a scale of 1: 25000. The resolution of the digital model of Serbia is 30 m, and the vertical accuracy, as the authors claim, is 10 m. From December 2021, the global model FABDEM (Forest And Buildings removed Copernicus DEM) is available to the public. It was created based on the data of the Copernicus GLO30 model so that data on forests and buildings were removed from it. Important features of the global model are its horizontal resolution of 30 m and vertical accuracy of less than 5 m. This paper aims to assess the vertical accuracy of the global FABDEM model and analyze the differences between the global FABDEM and DTM in the territory of the Republic of Serbia. Vertical accuracy and analysis of the two models were assessed by comparing the heights derived from FABDEM and DTM with the heights of the independent set of points of the gravimetric survey of Serbia (GSS). The heights of the GSS points were determined using classical geodetic methods, and they are relatively uniformly distributed on the territory of the Republic of Serbia. A short description of mentioned comparison is presented in this paper. Statistical analysis results that compare terrestrial heights with heights derived from DTMs show minor differences between the two data sets.
2004年,塞尔维亚建立了一个数字地形模型(DTM)。它是在1:25 000比例尺的地形图上对等值线进行矢量化得到的。塞尔维亚数字模型的分辨率为30 m,垂直精度为10 m。从2021年12月起,全球模型FABDEM(森林和建筑去除哥白尼DEM)向公众开放。它是基于哥白尼GLO30模型的数据创建的,因此关于森林和建筑物的数据被删除了。全球模式的重要特点是水平分辨率为30 m,垂直精度小于5 m。本文旨在评估全球FABDEM模型的垂直精度,并分析塞尔维亚共和国境内全球FABDEM与DTM的差异。通过将FABDEM和DTM的高度与塞尔维亚(GSS)重力测量的独立点集高度进行比较,对两种模型的垂直精度和分析进行了评估。GSS点的高度使用经典大地测量方法确定,它们在塞尔维亚共和国境内分布相对均匀。本文对上述比较作了简要说明。将地面高度与从DTMs得到的高度进行比较的统计分析结果显示,两个数据集之间存在微小差异。
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引用次数: 0
GEOMETRY CHECK OF BUILDING STRUCTURES USING BIM AND TLS DATA 利用bim和TLS数据进行建筑结构的几何检查
J. Erdélyi, Richard Honti, A. Kopáčik, P. Kyrinovič
BIM (Building Information Modeling) allows the use of a virtual building model throughout the whole life cycle of the building. It is a parametric object-oriented 3D data model of a building, which contains information about structures, elements, and their parameters. The combination of the BIM model with detailed data on the as-built geometry of the building enables an effective geometry check of the structural elements, which leads to in-time intervention in the building process if needed. The requirement of effective data collection is fulfilled by the methods of 3D laser scanning and closerange photogrammetry. The paper describes the possibility of checking the geometry of buildings by comparing the design of a building (as-planned model), derived from a BIM model in the IFC exchange format, to point clouds (as-built model). The proposed approach uses extraction of the geometric parameters of the structural elements from IFC; afterward, segments the point cloud and creates the as-built model; and in the last step, the as-planned and the as-build models are compared. The advantages of the proposed approach over conventional geometry check methods are also discussed.
BIM(建筑信息模型)允许在建筑的整个生命周期中使用虚拟建筑模型。它是一个参数化的面向对象的建筑物的三维数据模型,其中包含有关结构、元素及其参数的信息。BIM模型与建筑已建成几何形状的详细数据相结合,可以对结构元素进行有效的几何检查,从而在需要时及时干预建筑过程。采用三维激光扫描和近景摄影测量的方法,满足了有效采集数据的要求。本文描述了通过比较建筑设计(从IFC交换格式的BIM模型导出的规划模型)和点云(建成模型)来检查建筑物几何形状的可能性。该方法从IFC中提取结构元素的几何参数;然后,对点云进行分割,创建已建模型;在最后一步中,对计划模型和构建模型进行比较。本文还讨论了该方法相对于传统几何检测方法的优点。
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引用次数: 0
POTENTIAL SECURITY ATTACKS VIA THE ILLEGAL DISTRIBUTION OF SINGLE BOARD COMPUTERS 通过非法分发单板计算机进行潜在的安全攻击
I.V. Kalinin, V. Sevostyanov
The significant development of single-board computers today can create many different threats to information security. These devices open up new opportunities for attackers, as they allow them to find new ways to carry out attacks. Since SBCs are often small in physical size, but have the processing power to run full Linux distributions, combined with a variety of different external interfaces, this allows you to create devices that can listen to sound, photo and video recording, and intercept network traffic. Methods and ways to prevent such violations of information security have not been fully compiled. The use of single-board computers as a tool for violating information security has already been carried out in real conditions. This confirms the urgency of the problem. This is due to the fact that these devices have increased energy efficiency, universal software, low cost, as well as ways to work in difficult environmental conditions. Such characteristics make it easier to penetrate into controlled areas, negotiation zones, and the like in order to violate the information security of workplaces. For example, a board with a wireless controller connected to an external power source is capable of intercepting network traffic, and a single-board computer with interfaces for connecting external devices, disguised as some other household item, is capable of taking photos and videos. One of the key methods of combating these violations is understanding the principles of operation and use of single-board computers by intruders in illegal actions, the purpose of which is to violate information security.
当今单板计算机的显著发展会对信息安全造成许多不同的威胁。这些设备为攻击者提供了新的机会,因为它们允许他们找到实施攻击的新方法。由于sbc的物理尺寸通常很小,但具有运行完整Linux发行版的处理能力,并结合各种不同的外部接口,因此可以创建可以侦听声音、照片和视频记录以及拦截网络流量的设备。防止此类信息安全侵害的方法和途径尚未完全编制。利用单板计算机作为侵犯信息安全的工具已经在现实条件下进行。这证实了问题的紧迫性。这是因为这些设备具有提高能源效率、通用软件、低成本以及在困难环境条件下工作的方法。这样的特点使得它更容易渗透到控制区、谈判区等,从而侵犯工作场所的信息安全。例如,带有连接外部电源的无线控制器的电路板能够拦截网络流量,而带有连接外部设备接口的单板计算机伪装成其他家用物品,能够拍摄照片和视频。打击这些违规行为的关键方法之一是了解入侵者在非法行动中操作和使用单板计算机的原理,其目的是侵犯信息安全。
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引用次数: 0
FLOOD FORMATION MECHANISM OF THE DEVASTATING FLOOD IN THE TOWN OF SVILENGRAD, REPUBLIC OF BULGARIA IN JUN� 2012 2012年6月保加利亚共和国斯维连格勒镇毁灭性洪水的形成机制
D. Zlatunova
The purpose of the paper is to clarify the formation mechanism of the devastating flood in the town of Svilengrad, in the Republic of Bulgaria, in June 2012. The systemic approach is used to analyze flood formation mechanisms and improve under-standing of the complex interactions between the factors determining the formation and manifestation of floods. The spatial analysis method takes a central place in the examination of the flood formation mechanisms, using GIS as a tool for analysis. Hydraulic model for the 9 km long river section has been adapted and for this purpose a Digital Elevation Model (DEM) has been generated. Taking into account the specifics of the riverbed and the results of previous research on the design and investment process in the river area, a one-dimensional model is applied (Hydrologic Engineering Center - River Analysis System, version 5.0.3, developed by the US Corps of Military Engineers) to determine the flooded areas during the flood. The main result of the study is the clarified flood formation mechanism in the town of Svilengrad, which occurred on 06.02.2012. Information on the flood formation mechanism is of particular importance for the institutions responsible for flood risk assessment and management. It will allow them to formulate adequate measures for reduction of the floods risk in this part of the Maritsa River. The popularization of the results of the survey among the population of Svilengrad is a prerequisite for raising its awareness and preparedness for a more adequate response in case of a new disaster/flood.
本文的目的是阐明2012年6月保加利亚共和国斯维伦格勒镇毁灭性洪水的形成机制。系统的方法用于分析洪水的形成机制,提高对决定洪水形成和表现的因素之间复杂相互作用的认识。空间分析方法在洪水形成机制的研究中占据中心位置,使用GIS作为分析工具。对9公里河段的水力模型进行了调整,并为此生成了数字高程模型(DEM)。考虑到河床的特点和前人对河区设计和投资过程的研究成果,采用一维模型(美国军事工程兵团开发的水文工程中心-河流分析系统,版本5.0.3)确定洪水期间的淹没区域。研究的主要结果是澄清了2012年2月6日发生在斯维伦格勒镇的洪水形成机制。关于洪水形成机制的信息对负责洪水风险评估和管理的机构尤为重要。这将使他们能够制定适当的措施,以减少马里察河这一地区的洪水风险。在斯维伦格勒人口中普及调查结果是提高其意识和准备的先决条件,以便在发生新的灾害/洪水时作出更充分的反应。
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引用次数: 0
DEVELOPMENT OF ALGORITHMS FOR POINT CLOUD FILTRATION 点云过滤算法的发展
Richard Honti, J. Erdélyi, A. Kopáčik
Today, point clouds are becoming an increasingly common digital representation of realworld objects. However, the raw point clouds obtained by terrestrial laser scanning (or other methods, e. g., photogrammetry or low-cost sensors) are often noisy with many outliers. Thus, it is necessary to remove the noise and outliers from the point clouds before further processing while preserving the elements of the measured objects in high detail. Moreover, in the case of model creation from point clouds using basic geometric shapes (e.g., planes, spheres, cylinders, etc.), one of the most important processing steps is the segmentation of these shapes. Therefore, filtration of unrelated parts of the point cloud can increase the efficiency of processing. In this paper, two algorithms for point cloud filtration are developed, which can be performed based on the local point density and the local normal variation in the surrounding of the selected point. The algorithms were implemented as a standalone application in MATLAB software. The paper's final part describes the experimental testing of the proposed algorithms on several point clouds with various densities, complexity, and different levels of noise and outliers.
今天,点云正在成为现实世界中物体的一种越来越普遍的数字表示。然而,通过地面激光扫描(或其他方法,如摄影测量或低成本传感器)获得的原始点云通常具有许多异常值的噪声。因此,在进一步处理之前,有必要去除点云中的噪声和异常值,同时保持被测物体的高细节元素。此外,在使用基本几何形状(例如,平面,球体,圆柱体等)从点云创建模型的情况下,最重要的处理步骤之一是这些形状的分割。因此,对点云中不相关的部分进行过滤,可以提高处理效率。本文提出了两种点云过滤算法,分别基于点的局部密度和点周围的局部正态变化进行点云过滤。这些算法在MATLAB软件中作为独立应用程序实现。论文的最后一部分描述了在具有不同密度、复杂性和不同噪声和异常值水平的几个点云上对所提出算法的实验测试。
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引用次数: 0
METHODS OF ACHIEVEMENT THEMATIC MAPS 成就专题地图的方法
R. Herbei, M. Herbei
A thematic map contains a spatial database that allows the user to add new information to that database. The ability to combine a variety of datasets in a variety of ways makes any GIS a useful tool for almost any field of knowledge. From routinely performing work-related tasks to scientifically exploring the complexity of our world, GIS offers people the geographic advantage of becoming more productive, more aware, and more receptive to the planet Earth. A GIS can be defined as a system designed to capture, store, manipulate, analyze, and visualize geographically referenced data. Thematic maps are the result of spatial analysis sets made in GIS programs. Spatial analysis includes the techniques by which the relationships between entities are studied, from a topological, geometric or geographical point of view. Depending on the requirements and the existing data in the database, the maps may have different thematic results: demographic, social, economic, analysis, prediction, evaluation, anticipation maps, etc., depending on what you want to do analyze.
专题地图包含一个空间数据库,允许用户向该数据库添加新信息。以各种方式组合各种数据集的能力使任何GIS成为几乎任何知识领域的有用工具。从日常执行与工作相关的任务到科学地探索我们世界的复杂性,GIS为人们提供了地理优势,使人们变得更有生产力、更了解和更容易接受地球。GIS可以被定义为一个系统,用于捕获、存储、操作、分析和可视化地理参考数据。专题地图是在GIS程序中制作空间分析集的结果。空间分析包括从拓扑、几何或地理角度研究实体之间关系的技术。根据需求和数据库中的现有数据,地图可能有不同的专题结果:人口统计、社会、经济、分析、预测、评估、预期地图等,这取决于你想做什么分析。
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引用次数: 0
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22nd SGEM International Multidisciplinary Scientific GeoConference Proceedings 2022, Informatics, Geoinformatics and Remote Sensing
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