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Data and Coherence Theories of Truth – Examples From a Data-Driven Geographical Information Science 数据和一致性的真理理论——来自数据驱动的地理信息科学的例子
Pub Date : 2023-06-06 DOI: 10.5194/agile-giss-4-33-2023
Franz-Benjamin Mocnik
Abstract. The validity of information collections can be verified by their coherence, such as in the case of Volunteered Geographic Information. However, corresponding coherence theories of truth do not readily apply to collections of data if these consist of non-interpreted or virtually non-interpretable symbols, as is often the case with machine learning models and other black box systems. This paper argues why data-driven geography requires coherence theories, to then transfer the concept of coherence theories from the information to the data level. Finally, the relevant implications on the interpretation of data, especially in the context of black box systems and machine learning, are discussed.
摘要信息集合的有效性可以通过其一致性来验证,例如自愿地理信息。然而,如果这些数据集合由不可解释或几乎不可解释的符号组成,那么相应的真理相干理论就不容易适用于这些数据集合,正如机器学习模型和其他黑箱系统经常出现的情况一样。本文论述了为什么数据驱动的地理学需要相干理论,进而将相干理论的概念从信息层面转移到数据层面。最后,讨论了数据解释的相关含义,特别是在黑箱系统和机器学习的背景下。
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引用次数: 0
Development of an inclusive Mapping Application in a Co-Design Process 协同设计过程中包容性地图应用程序的开发
Pub Date : 2023-06-06 DOI: 10.5194/agile-giss-4-48-2023
Arne Vogt, J. Flacke, K. Pfeffer, F. I. Hoefsloot, Jane Strugar Kolesnik, Johannes Schnell
Abstract. Current mapping tools are often not inclusive and cannot be used by all stakeholders of spatial planning processes. In a co-design process involving scientific researchers and co-researchers with different physical disabilities, the accessibility of existing collaborative mapping tools was assessed. Based on the requirements for an inclusive mapping tool that were derived from the assessment an existing open-source software was adapted and extended to better meet these requirements. The resulting prototype of an inclusive mapping application for digital maptables was then evaluated by the group of co-researchers. The aim of this inclusive tool is to support collaborative planning processes.
摘要目前的制图工具往往不具有包容性,不能被空间规划进程的所有利益攸关方使用。在一个由科研人员和不同身体残疾的共同研究人员参与的协同设计过程中,评估了现有协同制图工具的可及性。根据从评估中得出的对包容性制图工具的需求,对现有的开源软件进行了调整和扩展,以更好地满足这些需求。然后由共同研究小组评估了数字地图的包容性地图应用程序的最终原型。这一包容性工具的目的是支持协作规划过程。
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引用次数: 0
Advancing Forest Monitoring and Assessment Through Immersive Virtual Reality 利用沉浸式虚拟现实推进森林监测与评估
Pub Date : 2023-06-06 DOI: 10.5194/agile-giss-4-15-2023
Raphael Zürcher, Jiayan Zhao, Alvaro Lau Sarmiento, Benjamin Brede, A. Klippel
Abstract. The recent influx of remote and proximal sensing data provides new opportunities to understand environmental processes. A potential application of these datasets is to facilitate forestry operations. However, forest management decision-making through sensing techniques faces many challenges, partly due to the involvement of stakeholders with different knowledge levels and objectives. We present a virtual reality application developed for forest monitoring and assessment to address some of these challenges. First, a workflow for visualizing different sources of environmental sensing data is introduced to reconstruct digitally forest and terrain characteristics. Then, the VR experience is introduced in which users can observe, manipulate, and measure LiDAR-derived forest and tree models in immersive virtual environments. Finally, a heuristic expert evaluation to assess the overall user experience and the usability of individual application features is reported. We also gathered open-ended responses from domain experts to reflect on the potential and actual uses of the application in forest-related practices.
摘要最近大量涌入的遥感和近端遥感数据为了解环境过程提供了新的机会。这些数据集的一个潜在应用是促进林业作业。然而,通过传感技术进行森林管理决策面临许多挑战,部分原因是不同知识水平和目标的利益相关者参与其中。我们提出了一个用于森林监测和评估的虚拟现实应用程序,以解决其中的一些挑战。首先,介绍了不同来源的环境遥感数据的可视化工作流程,以重建数字森林和地形特征。然后,介绍了VR体验,用户可以在沉浸式虚拟环境中观察、操作和测量激光雷达衍生的森林和树木模型。最后,报告了一种启发式专家评估方法,用于评估整体用户体验和单个应用程序功能的可用性。我们还收集了领域专家的开放式答复,以反映该应用程序在森林相关实践中的潜在和实际用途。
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引用次数: 0
Malaria in Kenya during 2020: malaria indicator survey and suitability mapping for understanding spatial variations in prevalence and risk 2020年肯尼亚疟疾:疟疾指标调查和适宜性绘图,以了解流行率和风险的空间差异
Pub Date : 2023-06-06 DOI: 10.5194/agile-giss-4-31-2023
Caroline K. Kioko, Justine I. Blanford
Abstract. Despite the availability of effective interventions malaria continues to be a major public health issue in Kenya, where young children and pregnant women are particularly vulnerable. In this study we examined the spatial distribution of malaria incidence and how this relates to the environmental conditions required for malaria in 2020. The Kenya Malaria Indicator Survey (N=11,549) for 2020 was used with the Local Indicators of Spatial Autocorrelation (LISA) method to determine spatial clusters of malaria and assess their significance as well as interventions in use. Climate data was used with a Fuzzy Overlay method to create malaria risk maps. The findings suggest that malaria incidence is not evenly distributed across Kenya, with some regions having higher rates of transmission and others having lower rates. High-rate clusters of malaria and high-risk areas of malaria transmission could benefit from increased vector control measures.
摘要尽管采取了有效的干预措施,但疟疾仍然是肯尼亚的一个主要公共卫生问题,儿童和孕妇特别容易受到伤害。在这项研究中,我们研究了2020年疟疾发病率的空间分布及其与疟疾所需的环境条件的关系。2020年肯尼亚疟疾指标调查(N= 11549)采用空间自相关局部指标(LISA)方法确定疟疾的空间聚类,并评估其重要性以及使用的干预措施。气候数据与模糊叠加方法一起用于创建疟疾风险图。这些发现表明,疟疾发病率在肯尼亚各地的分布并不均匀,一些地区的传播率较高,而另一些地区的传播率较低。疟疾高发群集和疟疾传播高风险地区可受益于加强病媒控制措施。
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引用次数: 0
Exploring the potential to use in-between pixel variability for early detection of bark beetle attacked trees 探索利用中间像素可变性早期检测树皮甲虫攻击树木的潜力
Pub Date : 2023-06-06 DOI: 10.5194/agile-giss-4-35-2023
Perola Olsson, Hugo Bergman, Karl Piltz
Abstract. The European spruce bark beetle (Ips typographus L.) is a major disturbance agent in Norway spruce (Picea abies (L.) Karst) forests in Europe and it is estimated that a changing climate will result in more severe outbreaks in the future. To reduce the risk of large outbreaks it is important to have methods that enable early detection of bark beetle attacks to help forest managers to prevent population build-up, e.g by sanitary cutting. Several studies have been devoted to early detection of bark beetle attacks with Sentinel-2 data with a focus on spectral properties and vegetation indices for early detection with pixel-based methods. In this study we explore the potential to use changes in variability between pixels in windows of different sizes (3×3, 4×4 and 5×5 pixels). We compute the coefficient of variation for four vegetation indices (NDVI, NDWI, CCI and NDRS) in a time-series of Sentinel-2 data during a bark beetle outbreak in Sweden that was triggered by a drought in 2018. The results indicate that CCI is the most promising index for early detection and that the variability between pixels increase in windows with attacked trees from late July when the main swarming was the second week of May.
摘要欧洲云杉树皮甲虫(Ips typographus L.)是挪威云杉(Picea abies (L.))的主要害虫。据估计,气候变化将导致未来爆发更严重的疫情。为了减少大规模暴发的风险,重要的是要有能够早期发现树皮甲虫攻击的方法,以帮助森林管理者防止种群增加,例如通过卫生砍伐。一些研究致力于利用Sentinel-2数据进行树皮甲虫攻击的早期检测,重点是利用基于像素的方法进行光谱特性和植被指数的早期检测。在这项研究中,我们探索了在不同尺寸的窗口(3×3, 4×4和5×5像素)中使用像素之间可变性变化的潜力。在2018年瑞典干旱引发树皮甲虫爆发期间,我们计算了Sentinel-2数据时间序列中四个植被指数(NDVI、NDWI、CCI和NDRS)的变异系数。结果表明,CCI是最有希望的早期检测指标,并且从7月下旬开始,当主要蜂群发生在5月的第二周时,受攻击树木的窗口像素之间的变异性增加。
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引用次数: 0
Spatial Accessibility Assessment of Homecare Workers to the Older Population in the City of Zurich 苏黎世市家庭护理工作者对老年人口的空间可达性评估
Pub Date : 2023-06-06 DOI: 10.5194/agile-giss-4-17-2023
Hoda Allahbakhshi, Joris Senn, Nicola Maiani, Alexandra Georgescu
Abstract. Access to homecare is paramount for the older population wishing not to move to retirement homes. In Zurich, the organization “Spitex Zürich” is the public homecare provider, allowing the older population to experience high-quality life at home through regular visits. A major factor for ensuring self-determined living for the older population consists of a detailed understanding of the spatial accessibility to Spitex locations. Therefore, this paper is concerned with applying four different FCA methods for assessing the spatial accessibility of Spitex homecare workers to people aged 65 + in Zurich through the road and bike networks. The modified-Huff-model-three-step-FCA method is found to be best suited for modeling potential spatial accessibility in Zurich. Spatial accessibility index values show similar geographical distributions regardless of transportation mode. The neighborhoods of Seebach and Hottingen are identified as regions with relatively low spatial accessibility. Our findings contribute to a better understanding of the interpretation and the measurement of spatial accessibility, thereby facilitating autonomous living for the older population residing in Zurich, ultimately increasing the inclusiveness of the city.
摘要对于不想搬到养老院的老年人来说,获得家庭护理是至关重要的。在苏黎世,“Spitex z rich”组织是公共家庭护理提供者,让老年人通过定期访问体验高质量的家庭生活。确保老年人口自主生活的一个主要因素是对Spitex地点的空间可达性的详细了解。因此,本文关注的是应用四种不同的FCA方法来评估Spitex家庭护理工作者通过道路和自行车网络对苏黎世65岁以上人群的空间可达性。改进的赫夫模型-三步fca方法最适合苏黎世潜在空间可达性的建模。空间可达性指数在不同交通方式下的地理分布相似。Seebach和Hottingen社区被认为是空间可达性相对较低的区域。我们的研究结果有助于更好地理解空间可达性的解释和测量,从而促进居住在苏黎世的老年人口的自主生活,最终增加城市的包容性。
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引用次数: 0
Exploring Estonian Forests and Urban Green Spaces: A Cultural Ecosystem Services Mapping Approach Using Flickr Photographs 探索爱沙尼亚森林和城市绿地:使用Flickr照片的文化生态系统服务映射方法
Pub Date : 2023-06-06 DOI: 10.5194/agile-giss-4-43-2023
T. Sitab, O. Karasov, A. Kmoch
Abstract. With the increasing use of social media, we can analyze digital data to gain insights into social and cultural aspects of landscapes and cities. The understanding of the existing cultural ecosystem services (CES) can help improve human life quality through proper planning and execution of plans. This study aims to locate CES produced by Estonian forests and urban green spaces using Flickr photographs. Quantitative analysis of Flickr photos identified hot spots within the study area and determined the suitable distance of CES accessibility. CES were categorized into four categories: recreation, sense of identity, aesthetic pleasure, and education. The results showed aesthetic pleasure and sense of identity were the most identified CES, while recreation and education were identified less. Factors such as population density, seasonal variation, biodiversity, accessibility, and facilities can impact the identification of CES. While social media data has limitations, combining qualitative research methods with surveys and questionnaires can provide a more well-rounded result. The findings can help stakeholders make better plans and management policies for Estonian forests and urban green spaces.
摘要随着社交媒体的使用越来越多,我们可以通过分析数字数据来深入了解景观和城市的社会和文化方面。了解现有的文化生态系统服务(CES)可以通过适当的规划和执行来帮助提高人类的生活质量。这项研究的目的是利用Flickr的照片来定位爱沙尼亚森林和城市绿地产生的CES。通过对Flickr照片的定量分析,确定了研究区内的热点,确定了CES可达性的适宜距离。CES被分为娱乐、身份感、审美愉悦、教育等4个类别。结果显示,审美愉悦和身份感是最常见的消费行为,而娱乐和教育是最不常见的消费行为。人口密度、季节变化、生物多样性、可达性和设施等因素会影响生态系统的识别。虽然社交媒体数据有局限性,但将定性研究方法与调查和问卷调查相结合可以提供更全面的结果。研究结果可以帮助利益相关者为爱沙尼亚的森林和城市绿地制定更好的计划和管理政策。
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引用次数: 1
Benefits of using address-based dasymetric mapping in micro-level census disaggregation 在微观层面人口普查分解中使用基于地址的非对称映射的好处
Pub Date : 2023-06-06 DOI: 10.5194/agile-giss-4-38-2023
Denis Reiter, Mathias Jehling, R. Hecht
Abstract. Dasymetric mapping is a well-known technique when attempting to refine census data spatially and/or temporally. Existing approaches in micro-level census disaggregation make use of building areas or volumes in the mapping process. In an empirical error comparison it is shown that using additional address data rather than only building footprints or 3D models can substantially reduce dislocation of residential population. We propose the use of address points as a geometric representation unit for a more refined census disaggregation method in the future.
摘要当试图在空间和/或时间上细化人口普查数据时,非对称映射是一种众所周知的技术。微观人口普查分类的现有方法在制图过程中利用建筑面积或体积。经验误差比较表明,使用额外的地址数据,而不是仅仅使用建筑足迹或三维模型,可以大大减少居住人口的错位。我们建议在未来使用地址点作为更精细的人口普查分解方法的几何表示单位。
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引用次数: 0
Where do people look at during multi-scale map tasks? 在多比例尺地图任务中,人们看的是哪里?
Pub Date : 2023-06-06 DOI: 10.5194/agile-giss-4-51-2023
Laura Wenclik, G. Touya
Abstract. In order to design better pan-scalar maps, i.e. interactive, zoomable, multi-scale maps, we need to understand how they are perceived, understood, processed, manipulated by the users. This paper reports an experiment that uses an eye-tracker to analyse the gaze behaviour of users zooming and panning into a pan-scalar map. The gaze data from the experiment shows how people look at landmarks to locate the new map view after a zoom. We also identified different types of behaviours during a zoom when people stare at the mouse cursor, or during a pan where the gaze follows a landmark while the map translates.
摘要为了设计更好的泛标量地图,即交互式、可缩放、多比例尺地图,我们需要了解它们是如何被用户感知、理解、处理和操纵的。本文报告了一个实验,使用眼动仪来分析用户的注视行为缩放和平移到一个泛标量地图。实验中的凝视数据显示了人们在缩放后如何通过观察地标来定位新的地图视图。我们还发现,当人们盯着鼠标光标时,在缩放过程中,或者在平移过程中,当地图翻译时,目光跟随一个地标时,人们会有不同类型的行为。
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引用次数: 0
Does spatial thinking ability relate to performance when using web-mapping services? A survey with digital natives 空间思维能力与使用网络地图服务时的表现有关吗?对数字原生代的调查
Pub Date : 2023-06-06 DOI: 10.5194/agile-giss-4-13-2023
E. Tomai, M. Kokla, Christos Charcharos, M. Kavouras
Abstract. We present the design and implementation of an empirical synchronous remote study for exploring the relation between spatial ability and performance on web-mapping services involving undergraduate University students; digital natives. The study exploits Spatial Thinking Ability Test to assess participants’ spatial ability and to reveal if and to what extent it is related to their ability to perform tasks on popular web-mapping services. Participants’ performance was assessed on the basis (a) of successfully executing tasks and (b) of how much time participants needed to properly perform tasks. A usability scale was used to measure participants’ subjective perceptions of web-mapping services usability. Moreover, participants were self-assessed in digital skills using the Digital Natives Assessment Scale. Results reveal differences among services in task accuracy indicating that not only the web-mapping service but also the nature of tasks guide participants’ performance. Correlations between spatial ability, digital skills, system usability, familiarity, and performance using web mapping services tend to be low and not significant leading to the assumption that success when interacting with a web mapping service is underlined by other factors as well.
摘要本文设计并实施了一项实证同步远程研究,以探讨空间能力与网络地图服务绩效之间的关系。数字原生代。该研究利用空间思维能力测试来评估参与者的空间能力,并揭示它是否与他们在流行的网络地图服务上执行任务的能力相关,以及在多大程度上相关。参与者的表现是根据(a)成功执行任务和(b)参与者正确执行任务所需的时间来评估的。可用性量表用于衡量参与者对网络地图服务可用性的主观看法。此外,使用数字原住民评估量表对参与者的数字技能进行自我评估。结果显示,不同服务在任务准确性上的差异表明,不仅网络地图服务,而且任务的性质也会影响参与者的表现。空间能力、数字技能、系统可用性、熟悉度和使用web地图服务的性能之间的相关性往往很低,也不显著,导致与web地图服务交互时的成功也被其他因素所强调。
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引用次数: 0
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AGILE: GIScience Series
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