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Open Data and machine learning in the service of complementing municipal GIS inventory 开放数据和机器学习服务于补充市政GIS清单
Pub Date : 2023-08-07 DOI: 10.5194/ica-proc-5-6-2023
Joel Martin Geda, L. Zentai, Andrea Pődör
Abstract. In this study the authors investigated the possibilities to use open data and open software complemented with machine learning to enhance the content of municipal databases. In the study area in Székesfehérvár, a GIS system is used with approximately with 30 modules, although many are still missing. The authors prepared examine the easiest and most affordable methods to extract data to use in two future modules: Parking and Traffic Engineering module. In parking model along field survey, they used QGIS and OpenStreetMap, in the other module they used Google StreetView for defining the places of traffic signs and used machine learning to define the signposts. They found that the accuracy of creating the parking module is based on the completeness of the database and the field measurement method, in case of the Traffic Engineering method the up-to-dateness and completeness of the original data source (Google Street View) and the number of teaching samples influence the results.
摘要在这项研究中,作者调查了使用开放数据和开放软件辅以机器学习来增强市政数据库内容的可能性。在Székesfehérvár的研究领域,使用了一个地理信息系统,大约有30个模块,尽管许多模块仍然缺失。作者准备研究最简单和最实惠的方法来提取数据,用于未来的两个模块:停车和交通工程模块。在停车模型和现场调查中,他们使用了QGIS和OpenStreetMap,在另一个模块中,他们使用谷歌StreetView来定义交通标志的位置,并使用机器学习来定义路标。他们发现,创建停车模块的准确性基于数据库的完整性和现场测量方法,对于交通工程方法,原始数据源(谷歌街景)的及时性和完整性以及教学样本的数量会影响结果。
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引用次数: 0
Panel of sensitive mapping experiments with respect to various sources of information 关于各种信息来源的敏感制图实验小组
Pub Date : 2023-08-07 DOI: 10.5194/ica-proc-5-7-2023
L. Jolivet, Daphné Bostancıoğlu, Catherine Dominguès, É. Mermet, Sevil Seten
Abstract. Sensitive mapping corresponds to a process of making maps by consciously integrating personal subjectivity about a space during observation and visualization. The approach is mobilized to express emotions, sentiments and opinions associated to a spatial environment as well as a mean to be attentive to this environment based on the five senses. The objective of the work is to explore the relations between sources of information about a space and resulted maps. Three sensitive mapping experiments implemented during the seminar in sensitive mapping in École des hautes études en sciences sociales (EHESS) are described. Different sources are used: direct observation, audio records and texts. The maps made by the participants were analyzed according to the criteria of the chosen material, the conceptualization of space, the scale and extent, the selection and display of information. Specificities and similarities between maps helped formulating hypotheses about the role of map-makers and the apprehension of space depending on the sources. Direct observation implied that the map-maker is physically in a space. Subjectivity can be seen on the maps through little completeness of the landscape features and display of emotions, sentiments and opinions. Audio records and texts implied that the map-makers did not go into the space. Maps contain relative completeness and details of information from the sources, mainly regarding landscape features. Interpretations by map-makers appeared more in the design than in the information selection. Sources of information can thus be considered complementary and sensitive mapping experiments can combine them to gather knowledge and perceptions about a space.
摘要敏感制图是指在观察和形象化的过程中,有意识地将个人对空间的主观性融入到地图的制作过程中。这种方法被动员起来表达与空间环境相关的情感、情感和意见,以及基于五种感官对这种环境的关注。这项工作的目的是探索关于空间的信息来源与结果地图之间的关系。介绍了在École社会科学与高级薪金薪金(EHESS)敏感制图研讨会期间实施的三个敏感制图实验。使用了不同的来源:直接观察、音频记录和文本。根据所选择的材料、空间的概念化、尺度和范围、信息的选择和显示等标准,对参与者制作的地图进行分析。地图之间的特殊性和相似性有助于形成关于地图绘制者角色的假设,以及根据来源对空间的理解。直接观察意味着地图绘制者实际处于一个空间中。在地图上,通过景观特征的不完整和情感、情感和观点的表现,可以看出主观性。录音和文字暗示地图制作者并没有进入太空。地图包含相对完整和详细的信息,主要是关于景观特征。地图绘制者的解释更多地出现在设计中,而不是信息选择中。因此,信息来源可以被认为是互补的,敏感的制图实验可以将它们结合起来,以收集关于空间的知识和感知。
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引用次数: 0
Tasks and challenges of the Head Office of Geodesy and Cartography in the area of developing topographic maps in 1:25,000 scale 大地测量和制图总部在制作1:25 000比例尺地形图方面的任务和挑战
Pub Date : 2023-08-07 DOI: 10.5194/ica-proc-5-9-2023
Alicja Kulka, A. Bober, M. Lebiecki, Anna Makowska
Abstract. In accordance with the legal regulations in force in Poland in the field of cartography, i.e. the Geodetic and Cartographic Law, one of the tasks of the Chief National Surveyor is to create and provide access to topographic, general geographic, thematic and special maps. Moreover, the topographic maps are developed in close cooperation with the Minister of National Defense. The basis for the development of topographic maps is, in particular, the Topographic Objects Database BDOT10k with the topographic objects’ level of details corresponding to 1:10,000 scale, the National Register of Geographic Names and the Digital Terrain Model.Considering the above, in 2022, the Head Office of Geodesy and Cartography, as part of its own work, launched a pilot project aimed at developing tools to automatically generate topographic maps in 1:10,000 and 1:25,000 scale. At a current stage, as part of the II iteration, the maps do not yet constitute full-fledged topographic maps, but we are striving for such a goal. The tools are constantly developed and corrections are made to eliminate errors that still occur. The maps in 1:10,000 and 1:25,000 scales, developed so far under this project in a fully automatic manner, are available free of charge to all interested users on the www.geoportal.gov.pl website.In the article, the results of the developed tools and generated topographic maps 1:25,000 will be presented, as well as the problems faced both in the context of the methodology and the limitations resulting from the software used.
摘要根据波兰在制图领域的现行法律条例,即《大地测量和制图法》,国家首席测量员的任务之一是制作地形图、一般地理图、专题地图和特别地图,并提供使用这些地图的机会。此外,地形图是在与国防部长密切合作下编制的。开发地形图的基础,特别是具有1:10 000比例尺的地形对象详细程度的地形对象数据库BDOT10k、国家地理名称登记册和数字地形模型。考虑到上述情况,在2022年,作为其自身工作的一部分,大地测量和制图总部启动了一个试点项目,旨在开发自动生成1:10 000和1:25 000比例尺地形图的工具。在目前阶段,作为第二次迭代的一部分,这些地图尚未构成完整的地形图,但我们正在努力实现这一目标。这些工具是不断发展和纠正,以消除仍然发生的错误。该项目目前以全自动方式制作了1:10 000和1:25 000比例尺的地图,所有感兴趣的用户都可以在www.geoportal.gov.pl网站上免费获得。在文章中,将介绍开发工具和生成的1:25 000地形图的结果,以及在方法背景下面临的问题和所使用软件的限制。
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引用次数: 0
Innovative solution for relief printing without limiting heights 创新的凸版印刷解决方案,不限制高度
Pub Date : 2023-08-07 DOI: 10.5194/ica-proc-5-11-2023
François Lecordix
Abstract. By following technological developments in 3D printing, IGN experimented in 2015 with an ink jet-based relief printing solution, proposed by the Océ company. The first result was presented at the International Cartographic Conference in Rio de Janeiro in 2015, for the Belle-Ile map. The proposed technology solved several essential needs for relief mapping: high printing resolution, large size, colorimetric respect, ... But it still faced two problems: still high printing costs for the general public (compared to the prices of thermoformed maps produced in multiple copies) and still limited printing heights (less than 2–3 cm). In 2022, IGN proposed an innovative solution to overcome the problem of limiting printing heights, without increasing production costs. The new solution combines the previous ink jet relief printing technology with the Stratoconception® technology existing in the 3D printing domain. The solution is presented in detail in this paper with an example result.
摘要随着3D打印技术的发展,IGN在2015年试验了一种由ococay公司提出的基于喷墨的凸版打印解决方案。第一个结果于2015年在里约热内卢举行的国际制图会议上公布,用于Belle-Ile地图。所提出的技术解决了地形测绘的几个基本需求:高印刷分辨率,大尺寸,色度方面,…但它仍然面临两个问题:普通大众的印刷成本仍然很高(与多份热成型地图的价格相比),印刷高度仍然有限(小于2-3厘米)。2022年,IGN提出了一种创新的解决方案,在不增加生产成本的情况下,克服了限制印刷高度的问题。新的解决方案将以前的喷墨凸版打印技术与3D打印领域现有的Stratoconception®技术相结合。文中给出了具体的解决方案,并给出了一个算例。
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引用次数: 0
Real and Virtual maps conception in web mapping: a case of cartographic support for geological exploration in Andaman deep water basin 网络制图中实图与虚图的概念——以安达曼深水盆地地质勘探制图支持为例
Pub Date : 2023-08-07 DOI: 10.5194/ica-proc-5-13-2023
D. Loginov
Abstract. The current task of cartographic support for geological exploration and the oil and gas industry is to meet the needs for rapid access to spatial data by specialists. The preparation of specialized data for publication in interactive web maps involves a number of technical issues. Some of them are explored in detail in case of a cartographic support for a cameral processing and interpretation of geological, geophysical and other geoscientific data in Andaman deep water basin. The points highlighted here are in fact a reflection of the role of interactive web maps, regardless of the thematic content, in the development of the Real and Virtual maps concept. The experimental work presented in this article illustrates most of the R/V transformations first developed by H. Moellering in early 1980s. Solving the operations for transformations between real maps, interactive maps, initial (raw) thematic data and cartographic databases will help enrich cartography with new methods of creating and using data, expanding and adapting the communicative conception of cartography to modern realities. An example of the web map developed also shows how the cartographer can simplify the work of professionals in other sectors, their communication with each other through the map language and its web representations. The use of web maps in the poorly studied Andaman deep water basin shows how web maps can contribute to the quality implementation of government programs for increasing exploration and the subsequent development of mineral resources.
摘要目前为地质勘探和石油天然气工业提供制图支持的任务是满足专家快速获取空间数据的需要。编制用于在交互式网络地图中出版的专门数据涉及若干技术问题。在安达曼深水盆地的地质、地球物理和其他地球科学数据的摄影处理和解释的制图支持下,对其中一些进行了详细的探讨。这里强调的要点实际上反映了交互式网络地图在真实和虚拟地图概念发展中的作用,而不考虑主题内容。本文中介绍的实验工作说明了H. Moellering在20世纪80年代初首先开发的大多数R/V转换。解决真实地图、交互式地图、初始(原始)专题数据和制图数据库之间的转换操作,将有助于用创建和使用数据的新方法丰富制图学,扩展并使制图学的交流概念适应现代现实。网络地图开发的一个例子还显示了制图师如何简化其他部门专业人员的工作,以及他们如何通过地图语言及其网络表示相互交流。在研究较少的安达曼深水盆地使用网络地图表明,网络地图如何有助于政府计划的高质量实施,以增加矿产资源的勘探和后续开发。
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引用次数: 1
The visual complexity of bike maps 自行车地图的视觉复杂性
Pub Date : 2023-08-07 DOI: 10.5194/ica-proc-5-3-2023
Donat Büchel, T. Reichenbacher
Abstract. More and more cities try to encourage residents to cycle more. Therefore, governments are developing comprehensive bike maps to facilitate trip planning and increase the popularity of cycling. However, research on the topic of bike maps is rare and the versatility of possible features shown on a bike map makes these visually more complex than others. To understand how base maps and the display of cycling related features affect the visual complexity of bike maps and thus their effectiveness, we used different metrics (GMLMT, Subband Entropy, Edge Density, Feature Congestion, and Distinct Object-Type Counts) on four bike maps with four different visual complexity levels. We ran an eye-tracking experiment with 35 participants solving four different everyday tasks with these four bike maps. The findings suggest that adding more detail to base maps and displaying more cycling related features on a map resulted in a visually more complex bike map. Size, shape, and colour were found to have the biggest influence on the applied metrics. The analysis of eye-tracking data revealed that the display of cycling related features can affect the time needed for successfully completing a task. To deepen the gained understanding, further research should in more detail investigate how base maps influence bike maps efficiency.
摘要越来越多的城市鼓励居民多骑自行车。因此,各国政府正在开发全面的自行车地图,以方便旅行规划,提高骑自行车的普及程度。然而,关于自行车地图的研究很少,而且自行车地图上可能显示的特征的多功能性使得这些地图在视觉上比其他地图更复杂。为了了解基础地图和自行车相关特征的显示如何影响自行车地图的视觉复杂性,从而影响其有效性,我们在四种不同视觉复杂性水平的四种自行车地图上使用了不同的度量(GMLMT、子带熵、边缘密度、特征拥塞和不同对象类型计数)。我们对35名参与者进行了一项眼球追踪实验,他们用这四张自行车地图解决了四项不同的日常任务。研究结果表明,在基础地图上添加更多细节,并在地图上显示更多与自行车相关的特征,会使自行车地图在视觉上更加复杂。尺寸、形状和颜色对应用指标的影响最大。对眼球追踪数据的分析显示,骑行相关特征的显示会影响成功完成任务所需的时间。为了加深理解,进一步的研究应该更详细地调查基础地图如何影响自行车地图的效率。
{"title":"The visual complexity of bike maps","authors":"Donat Büchel, T. Reichenbacher","doi":"10.5194/ica-proc-5-3-2023","DOIUrl":"https://doi.org/10.5194/ica-proc-5-3-2023","url":null,"abstract":"Abstract. More and more cities try to encourage residents to cycle more. Therefore, governments are developing comprehensive bike maps to facilitate trip planning and increase the popularity of cycling. However, research on the topic of bike maps is rare and the versatility of possible features shown on a bike map makes these visually more complex than others. To understand how base maps and the display of cycling related features affect the visual complexity of bike maps and thus their effectiveness, we used different metrics (GMLMT, Subband Entropy, Edge Density, Feature Congestion, and Distinct Object-Type Counts) on four bike maps with four different visual complexity levels. We ran an eye-tracking experiment with 35 participants solving four different everyday tasks with these four bike maps. The findings suggest that adding more detail to base maps and displaying more cycling related features on a map resulted in a visually more complex bike map. Size, shape, and colour were found to have the biggest influence on the applied metrics. The analysis of eye-tracking data revealed that the display of cycling related features can affect the time needed for successfully completing a task. To deepen the gained understanding, further research should in more detail investigate how base maps influence bike maps efficiency.\u0000","PeriodicalId":233935,"journal":{"name":"Proceedings of the ICA","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125655453","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Research on multi-dimensional disaster information perception and fusion service technology in underground and shelter space 地下与避难空间多维灾害信息感知与融合服务技术研究
Pub Date : 2023-08-07 DOI: 10.5194/ica-proc-5-26-2023
Shenghua Xu, Jiping Liu, Yong Wang, Xianghong Che
Abstract. The disaster information of human casualties and infrastructure damage in underground and sheltered spaces usually demands to be acquired timely during natural disasters such as earthquakes. Therefore, to address the last link problem in the field of disaster relief, the paper investigates the service technology of multi-dimensional disaster information perception and fusion in underground and sheltered space. In this paper, the classification and characteristics of disaster information in underground space are summarized. The key technologies for the extraction and identification of geo-environmental information, the detection methods and sensors used for the data of real-time environmental parameters, and the means of multi-source disaster information fusion under a unified spatio-temporal framework are discussed respectively in the underground space. Finally, a method of dynamic visualization of underground space disaster information is proposed to visualize the underground space scene and environmental parameters. It is achieved the visualization of 2-3D linkage and the simulation of environmental parameters.
摘要。在地震等自然灾害中,通常需要及时获取地下和避难场所的人员伤亡和基础设施损坏的灾害信息。因此,为了解决灾害救援领域的最后一个环节问题,本文对地下和遮蔽空间多维灾害信息感知与融合服务技术进行了研究。本文综述了地下空间灾害信息的分类和特点。分别讨论了地下空间地质环境信息提取与识别的关键技术、实时环境参数数据的检测方法和传感器、统一时空框架下多源灾害信息融合的手段。最后,提出了一种地下空间灾害信息动态可视化方法,实现了地下空间场景和环境参数的可视化。实现了二维连杆的可视化和环境参数的仿真。
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引用次数: 0
Analysis of Cartographic Symbols as Visual Support in Interactive VR Geovisualizations 地图符号在交互式VR地理可视化中的视觉支持分析
Pub Date : 2023-08-07 DOI: 10.5194/ica-proc-5-15-2023
Helge Olberding, M. Vetter
Abstract. Game engines and head-mounted displays (HMD) can create interactive virtual reality (VR) cartographies. Many VR geovisualizations try to depict places as close to reality as possible. The scaling is 1:1 for most VR geovisualizations. If VR geovisualizations are too close to reality or complex, users can navigate through them better, but the amount of detail makes it more challenging to target information. With the help of cartographic elements, a more targeted focus can again be acquired. The focus and style of VR cartography depend on the topic. The topics selected were "Floods and heavy rainfall events", "Noise propagation analysis", and "Lighting simulation". These are three topic examples in which 3D city models are used. CityGML models and fictitious 3D objects were used. Different rendering techniques and point signatures were implemented for each of the themes. All three topics were implemented in an application as a serious game. With the help of an interactive interface and motion controllers, users can change and navigate all three themes. Solution-oriented objects can be placed on all three topics as an additional interactive element. These options allow users to learn targeted information through various presentation options and implement solutions.
摘要游戏引擎和头戴式显示器(HMD)可以创建交互式虚拟现实(VR)地图。许多虚拟现实地理可视化都试图尽可能接近现实。大多数VR地理可视化的比例是1:1。如果VR地理可视化太接近现实或太复杂,用户可以更好地浏览它们,但大量的细节使得定位信息更具挑战性。在制图元素的帮助下,可以再次获得更有针对性的焦点。VR制图的重点和风格取决于主题。选定的题目是“洪水和暴雨事件”、“噪音传播分析”和“照明模拟”。这是使用3D城市模型的三个主题示例。使用了CityGML模型和虚拟3D对象。每个主题都实现了不同的渲染技术和点签名。所有这三个主题都在一个应用程序中作为一个严肃的游戏来实现。在交互界面和运动控制器的帮助下,用户可以改变和导航这三个主题。面向解决方案的对象可以作为附加的交互元素放置在这三个主题上。这些选项允许用户通过各种表示选项学习目标信息并实现解决方案。
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引用次数: 0
Towards Automated Nautical Chart Compilation and Verification of Output Topology and Safety 海图自动编制及输出拓扑与安全验证研究
Pub Date : 2023-08-07 DOI: 10.5194/ica-proc-5-14-2023
Tamer Ali Ali Nada, C. Kastrisios, B. Calder, Christie Ence, Craig Greene, Amber Bethell
Abstract. The compilation of Electronic Navigational Charts (ENCs) requires significant amount of time, labor-intensive efforts, and cost. Despite the advancements in technology and the various research efforts, generalization tasks are still performed manually or semi-manually with expected human errors. The dramatic increase in the amount of data that is collected by modern acquisition systems, in addition to the increasing timeline expected by the end-users, are constantly driving Hydrographic Offices (HOs) toward the investigation and adoption of more advanced and effective ways for automating the generalization tasks to speed up the process, minimize the cost, and improve productivity. Full automation of the nautical chart compilation process has been unreachable due to the strict nautical cartographic constraints (and particularly those of safety and topology) that pose a challenge for most of the available generalization tools, while it remains questionable whether automation can replace human thought processes. In this paper, we discuss a research effort for an Automated Nautical-chart Generalization (ANG) model in the Esri environment. The ANG model builds upon the nautical chart generalization guidelines and practice and utilizes available tools in the Esri environment to perform the generalization of selected ENC features to the target scale. Safety constraints in the marine domain is of utmost importance, however, since most of the readily available tools do not respect safety, the main goal of this effort has been an output with no topological violations. In the current phase of the project, we evaluate safety of soundings and contour for user fixing and while the validation of bathymetry is a well-researched topic, there was the need for an automated process to identify the sections of the generalized contours that have been displaced toward the shallow water side Therefore, this work also presents a safety validation tool that detects the contours’ safety violations in the output. The tool is composed of three main stages that run individually after the ANG model is complete with the aim to highlight the safety violations for fixing by cartographers.
摘要电子航海图(ENCs)的编制需要大量的时间、人力和成本。尽管技术和各种研究努力取得了进步,但泛化任务仍然是手动或半手动执行的,可能会出现人为错误。现代采集系统收集的数据量的急剧增加,以及最终用户期望的时间线的增加,不断推动海道测量局(HOs)调查和采用更先进、更有效的方法来自动化泛化任务,以加快过程,最大限度地降低成本,提高生产力。由于严格的航海制图限制(特别是安全和拓扑限制),海图编制过程的完全自动化一直无法实现,这对大多数可用的泛化工具构成了挑战,而自动化是否可以取代人类的思维过程仍然值得怀疑。本文讨论了在Esri环境下自动海图概化(ANG)模型的研究工作。ANG模型建立在海图泛化指南和实践的基础上,并利用Esri环境中的可用工具将选定的ENC特征泛化到目标比例尺。然而,海洋领域的安全约束是至关重要的,因为大多数现成的工具都不尊重安全,因此这项工作的主要目标是不违反拓扑结构的输出。在项目的当前阶段,我们评估了用户固定的测深和等高线的安全性,虽然测深的验证是一个研究得很好的主题,但需要一个自动化的过程来识别已经向浅水侧偏移的广义等高线的部分,因此,这项工作还提出了一个安全验证工具,可以检测输出中等高线的安全违规。该工具由三个主要阶段组成,在ANG模型完成后分别运行,目的是突出安全违规,供制图员修复。
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引用次数: 0
Inverse Distance Weighting as an alternative interpolation method to create radiometric maps of natural radionuclide concentrations using QGIS 逆距离加权作为一种替代插值方法,利用QGIS创建天然放射性核素浓度的辐射测量图
Pub Date : 2023-08-07 DOI: 10.5194/ica-proc-5-10-2023
R. le Roux, Susan Henrico, J. Bezuidenhout, Ivan Henrico
Abstract. A previous study by the authors illustrated the distribution of naturally occurring radionuclides, i.e., potassium (K40), thorium (Th232), and uranium (U238), in the sediment of the Berg River estuary. The study also described the Delta Underwater Gamma detection System (DUGS) and its usage to measure the concentrations of these natural radionuclides. It also proposed a novel radiometric mapping technique with QGIS and, more importantly, highlighted the geospatial process through Kernel Density Estimation (KDE) to create radiometric maps. The present study used the same data and a similar design but proposed the use of the Inverse Distance Weighted (IDW) interpolation method in QGIS to display natural radionuclide concentrations. The radiometric maps created in the previous study using the KDE technique created smooth and visually attractive maps. However, the IDW method is an exact interpolation method that predicts a value at a sampling location that is identical to the observed value. This is a requirement for the analysis of natural radionuclide concentrations in sediments. However, the effectiveness of the interpolation methods was evaluated using SPSS statistics software. First, probability-probability (P-P) plots were produced for each interpolation method. Secondly, descriptive regression statistics, including 'goodness-of-fit', Analysis-of-Variance (ANOVA), coefficients, and residuals were evaluated for both the IDW and KDE interpolation methods. This was done to assess which method was more effective for calculating the radionuclide concentrations (actual vs predicted values) in the Berg River area. The results showed that both methods experienced problems to predict unknown values. However, IDW consistently performed better than KDE across most of the interpolation tests. Natural radionuclides are useful predictors to track sedimentation and the results of this paper can serve as a benchmark for future work in tidal and non-tidal coastal environments.
摘要作者先前的一项研究表明,在贝格河河口的沉积物中,天然存在的放射性核素,即钾(K40)、钍(Th232)和铀(U238)的分布。该研究还介绍了Delta水下伽马探测系统(DUGS)及其用于测量这些天然放射性核素浓度的用途。本文还提出了一种新的基于QGIS的辐射制图技术,更重要的是,强调了通过核密度估计(KDE)创建辐射地图的地理空间过程。本研究使用相同的数据和类似的设计,但提出使用QGIS中的逆距离加权(IDW)插值方法来显示天然放射性核素浓度。在之前的研究中使用KDE技术创建的辐射测量图创建了平滑且具有视觉吸引力的地图。然而,IDW方法是一种精确插值方法,它在采样位置预测与观测值相同的值。这是分析沉积物中天然放射性核素浓度的要求。然而,使用SPSS统计软件对插值方法的有效性进行了评估。首先,为每种插值方法生成概率-概率(P-P)图。其次,对IDW和KDE插值方法进行描述性回归统计,包括“拟合优度”、方差分析(ANOVA)、系数和残差评估。这样做是为了评估哪种方法更有效地计算贝格河地区的放射性核素浓度(实际值与预测值)。结果表明,两种方法在预测未知值时都存在问题。然而,在大多数插值测试中,IDW始终比KDE表现得更好。天然放射性核素是跟踪沉积的有用预测因子,本文的结果可以作为未来在潮汐和非潮汐海岸环境中工作的基准。
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引用次数: 0
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