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Spatial Operators for Complex Event Processing 复杂事件处理的空间算子
Q3 Social Sciences Pub Date : 2020-01-01 DOI: 10.1553/giscience2020_02_s107
Julian Bruns, Florian Micklich, Johannes Kutterer, A. Abecker, Philipp Zehnder
The types of data available have changed in the last decade. While, historically, data were gathered in batches and distributed as such, e.g. as a database or shapefile, today we are dealing increasingly with real-time data. This data is produced and consumed continuously in real time. The phenomenon is most commonly known as streaming data. Traditionally, software for spatial analysis, such as a Geographical Information System (GIS) or spatial database, was created and optimized for the batch processing of data. However, the inherent characteristics of streaming data provide new challenges for data-stream processing systems, which have not yet been solved. In this paper, we propose enhancing systems for the handling and analysis of streaming data through the use of spatial operators. We identify Complex Event Processing (CEP) as a promising underlying concept for such a system and use the (open source) self-service IoT toolbox ‘StreamPipes’ as a representative for this. On the basis of a review of the literature, we selected 6 core types of spatial operator and implemented 33 basic spatial operators in 11 groups. These can be combined with the existing non-spatial operators for in-depth analysis of streaming data that involves spatial
在过去十年中,可用的数据类型发生了变化。虽然从历史上看,数据是分批收集和分发的,例如作为数据库或shapefile,但今天我们越来越多地处理实时数据。这些数据是实时连续产生和消耗的。这种现象通常被称为流数据。传统上,空间分析软件,如地理信息系统(GIS)或空间数据库,是为批量处理数据而创建和优化的。然而,流数据的固有特性给数据流处理系统提出了新的挑战,这些挑战尚未得到解决。在本文中,我们建议通过使用空间算子来增强处理和分析流数据的系统。我们将复杂事件处理(CEP)确定为此类系统的潜在概念,并使用(开源)自助式物联网工具箱“StreamPipes”作为代表。在文献综述的基础上,我们选择了6种核心空间算子类型,并在11组中实施了33种基本空间算子。这些可以与现有的非空间操作符相结合,对涉及空间的流数据进行深入分析
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引用次数: 1
Characterising Agricultural Landscapes using Landscape Metrics and Cluster Analysis in Brandenburg, Germany 基于景观度量和聚类分析的勃兰登堡农业景观特征研究
Q3 Social Sciences Pub Date : 2020-01-01 DOI: 10.1553/giscience2020_01_s89
Saskia Wolff, T. Lakes
An increasing demand for agricultural products within the past years has led to increasing agricultural intensification. Various agricultural compositions and landscape configurations can have different impacts on the provision of ecosystem services. The EU follows the aim of supporting and developing sustainable food production systems. We use the plot-based data provided by the Integrated Administration and Control System (IACS) to identify different types of agricultural landscapes and their spatial distribution in Brandenburg, Germany. By calculating a set of landscape metrics to characterise agricultural land use, we were able to identify six types of agricultural landscapes by a Two-Step cluster analysis for a hexagonal grid. Thereby, the majority of Brandenburg is covered by agriculture characterised by high share of cropland but different degrees of fragmentation. By providing a framework using landscape metrics derived from IACS data, the approach of clustering to identify typologies is highly transferable to other regions within the EU and may provide an important asset for offering new units of analysis for a better tailored environmental and agricultural planning depending on the local to regional characteristics.
过去几年对农产品的需求不断增加,导致农业集约化程度不断提高。不同的农业构成和景观配置对生态系统服务的提供有不同的影响。欧盟遵循支持和发展可持续粮食生产系统的目标。利用综合管理与控制系统(IACS)提供的基于图的数据,对德国勃兰登堡不同类型的农业景观及其空间分布进行了识别。通过计算一组表征农业用地的景观指标,我们能够通过六边形网格的两步聚类分析识别出六种类型的农业景观。因此,勃兰登堡的大部分地区都被农业覆盖,其特点是农田比例高,但不同程度的破碎化。通过提供一个使用来自IACS数据的景观指标的框架,聚类识别类型学的方法可以高度转移到欧盟的其他地区,并且可以根据当地到区域的特征提供新的分析单元,为更好地定制环境和农业规划提供重要的资产。
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引用次数: 3
Land Suitability Analysis of Alvar Grassland Vegetation in Estonia Using Random Forest 基于随机森林的爱沙尼亚阿尔瓦草原植被土地适宜性分析
Q3 Social Sciences Pub Date : 2020-01-01 DOI: 10.1553/giscience2020_01_s63
I. Ismayilova, E. Uuemaa, A. Helm, Christian Röger, S. Timpf
Calcareous alvar grasslands are one of the most species-rich habitats in Estonia. Land-use change and cessation of traditional agricultural practices have led to a decrease of the area of these valuable grasslands during the past century. Therefore, their conservation and restoration are becoming increasingly important. Efforts to restore these habitats have already been made in recent years. Land suitability analysis for potential restoration sites, using the machine learning technique Random Forest (RF), was performed for the first time in this study, which aimed to assess the use of RF for a suitability analysis of alvar grassland. RF predicted 610.91 km2 of areas suitable for restoring alvar grasslands or for creating alvarlike habitats in Estonia. These areas include all existing alvar areas as well an additional 140.91 km2 suitable for establishing new habitat similar to calcareous alvar grasslands. We discuss suitability analysis to help with restoration planning and find it to be a reasonable and efficient tool that has potential to provide relevant information. The quality of the prediction could be improved by including additional data relevant for alvar grasslands, such as soil depth, but such data was unfortunately unavailable.
钙质阿尔瓦草原是爱沙尼亚物种最丰富的栖息地之一。在过去的一个世纪里,土地利用的变化和传统农业实践的停止导致了这些宝贵的草原面积的减少。因此,它们的保护和恢复变得越来越重要。近年来,人们已经为恢复这些栖息地做出了努力。本研究首次利用机器学习技术随机森林(Random Forest, RF)对潜在恢复地点进行了土地适宜性分析,旨在评估随机森林在阿尔瓦草地适宜性分析中的应用。RF预测爱沙尼亚有610.91平方公里的面积适合恢复alvar草地或创造alvar样栖息地。这些地区包括所有现有的阿尔瓦区,以及另外140.91平方公里适合建立类似钙质阿尔瓦草原的新栖息地。本文讨论了适宜性分析对恢复规划的帮助,认为适宜性分析是一种合理有效的工具,具有提供相关信息的潜力。预报的质量可以通过纳入与阿尔瓦草地有关的额外数据(如土壤深度)来提高,但不幸的是无法获得这类数据。
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引用次数: 1
Using Spatial Concepts to Integrate Data and Information from Various Sources for a Knowledge-based Assessment of Impervious Surfaces 利用空间概念整合来自不同来源的数据和信息,对不透水表面进行基于知识的评估
Q3 Social Sciences Pub Date : 2020-01-01 DOI: 10.1553/giscience2020_02_s147
T. Strasser, D. Tiede
In this study, we present a concept for the assessment of impervious surfaces integrating VHR satellite data and a-priori information from additional datasets. Spatial concepts like neighbourhood and region, distance, spatial dependence or spatial variability are adapted in a knowledge-based approach using an object-based image analysis model to accumulate evidence from different sources. We look at constraints for timely and comprehensive VHR optical data acquisition that covers larger areas with adequate image characteristics (sensor family, seasonality, sensor viewing angles and sun inclination). For a study area covering the municipality of Hallein (Austria), we discuss preliminary results with a focus on real-world object characterization (including surface material, spectral reflectivity, object size and shape) and on building a knowledge-base for the classification of real-world objects. We also assess image characteristics and effects on image analysis. The knowledge about real-world object characteristics and image object statistics will be used to develop an integrated approach that aims for transferability to larger areas. future developments and data.
在这项研究中,我们提出了一个综合VHR卫星数据和来自其他数据集的先验信息来评估不透水表面的概念。空间概念,如邻里和区域、距离、空间依赖性或空间变异性,采用基于知识的方法,使用基于对象的图像分析模型,从不同来源积累证据。我们着眼于及时和全面的VHR光学数据采集的限制,覆盖更大的区域,具有足够的图像特性(传感器系列,季节性,传感器视角和太阳倾角)。对于覆盖Hallein(奥地利)市的研究区域,我们讨论了初步结果,重点关注现实世界物体特征(包括表面材料、光谱反射率、物体大小和形状),并建立了一个用于分类现实世界物体的知识库。我们还评估了图像特征和对图像分析的影响。关于真实世界对象特征和图像对象统计的知识将用于开发旨在可转移到更大区域的综合方法。未来的发展和数据。
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引用次数: 0
Sustainability Objectives of Non-Profit Sharing-Economy Activities: Assessing Achievement. A Case Study of the Mundraub Food-Sharing Poject 非营利性共享经济活动的可持续性目标:绩效评估。蒙德劳布食物共享项目案例研究
Q3 Social Sciences Pub Date : 2019-12-12 DOI: 10.1553/giscience2019_02_s24
S. Hennig
Web-based participation has received growing interest over recent years. Such participation includes both profit- and non-profit-oriented sharing-economy initiatives. Not-for-profit sharing-economy initiatives focus less on economic aspects and more on awareness-raising in society regarding sustainability objectives (e.g. sustainable production and consumption of goods). In the current discussions around climate change and sustainable lifestyles, awareness-raising is important and new ways of reaching the public are attracting more interest. The question now is not simply to what extent non-profit sharing-initiatives achieve their goals, but how to assess any achievement as, due to the nature of these projects, little information on the participants’ background, perspectives and behaviour is available. These questions are discussed with reference to the Mundraub project, which allows people to share information on plants (e.g. fruit and nut trees, berry bushes and herbs) in public urban spaces (primarily German cities) so that others can harvest the plants for free. To learn about how sustainability objectives are achieved, data for the sites where the plants that have been mapped to Mundraub are located were analysed statistically. The results indicate that the people who are reached by the Mundraub project are mostly those who are already interested and aware of sustainability-related topics. The assessment approach used is a first attempt towards a better understanding of the extent to which the sustainability objectives of non-profit sharing-economy activities have been reached and towards identifying how the achievement of objectives might be improved on.
近年来,基于网络的参与受到越来越多的关注。这种参与既包括以利润为导向,也包括以非营利为导向的共享经济举措。非营利性共享经济倡议较少关注经济方面,而更多地关注提高社会对可持续性目标的认识(例如,可持续生产和消费商品)。在当前关于气候变化和可持续生活方式的讨论中,提高认识是很重要的,接触公众的新方式正在吸引更多的兴趣。现在的问题不仅仅是非营利共享计划在多大程度上实现了他们的目标,而是如何评估任何成就,因为由于这些项目的性质,关于参与者的背景、观点和行为的信息很少。这些问题都参考Mundraub项目进行了讨论,该项目允许人们在公共城市空间(主要是德国城市)分享有关植物的信息(例如水果和坚果树、浆果灌木和草药),以便其他人可以免费收获这些植物。为了了解可持续发展目标是如何实现的,我们对蒙德劳布工厂所在地的数据进行了统计分析。结果表明,蒙德劳布项目所触及的人群大多是那些已经对可持续发展相关主题感兴趣并意识到的人。所采用的评价方法是为了更好地了解非营利性共享经济活动的可持续性目标已达到的程度和确定如何改进目标的实现而进行的第一次尝试。
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引用次数: 0
Associations of Body Mass Index with Food Environments, Physical Activity and Smoking 体重指数与食物环境、体力活动和吸烟的关系
Q3 Social Sciences Pub Date : 2019-12-11 DOI: 10.1553/giscience2019_02_s10
Pablo Cabrera-Barona, Myriam Paredes, D. Cole
This paper identifies spatial patterns of body mass index (BMI) and obesity in the Metropolitan District of Quito, Ecuador, by applying spatial autocorrelation. We identified BMI hotspots in western rural parishes, and hotspots of obesity in northern urban parishes. We then explored associations between distances to food outlets, physical activity and smoking (independent variables), and BMI and obesity (BMI > 30) (dependent variables) by applying global regressions (GR) and geographical weighted regressions (GWR). Smoking was found to be significantly negatively associated with BMI and obesity. Distance to supermarkets was found to be negatively associated with obesity.
本文应用空间自相关分析方法,对厄瓜多尔基多大都市区体重指数(BMI)与肥胖的空间格局进行了研究。我们确定了西部农村教区的BMI热点和北部城市教区的肥胖热点。然后,通过应用全局回归(GR)和地理加权回归(GWR),我们探讨了到食品销售点的距离、体育活动和吸烟(自变量)以及BMI和肥胖(BMI > 30)(因变量)之间的关系。研究发现,吸烟与身体质量指数和肥胖呈显著负相关。研究发现,离超市的距离与肥胖呈负相关。
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引用次数: 2
Fostering Valuable Participation in Shaping Spaces and Societies: Towards Creating an Ethical Meta Level in the Model Design for Innovativeness 在塑造空间和社会中培养有价值的参与:在创新模式设计中创建道德元层面
Q3 Social Sciences Pub Date : 2019-12-11 DOI: 10.1553/giscience2019_02_s180
C. Scharf, Inga Gryl
The approach of an education for innovativeness aims to enable pupils to participate in shaping societies in a mature manner, which includes the appropriation and designing of spaces. This approach is useful for educational and practical concepts such as Spatial Citizenship, which promotes the use of digital geomedia for individual and collective appropriation and re-shaping of spaces. However, encouraging innovativeness may also seem to foster participation in questionable inventing processes with trivial –or even harmful –intentions. Including an ethical meta level in the model design for innovativeness would generate reflection on the purpose of the novelty. In this paper, we look first at theories that address the term ‘problem’, social innovations andapplied ethics, in order then to develop a first attempt at creating an ethical meta level in the model design for innovativenes.
创新教育的方法旨在使学生以成熟的方式参与塑造社会,其中包括空间的挪用和设计。这种方法对教育和实践概念很有用,例如空间公民,它促进了个人和集体占用和重新塑造空间的数字几何的使用。然而,鼓励创新似乎也会促进参与有问题的发明过程,这些过程的意图微不足道,甚至是有害的。在创新性模型设计中加入伦理元层次将产生对新颖性目的的反思。在本文中,我们首先着眼于解决术语“问题”、社会创新和应用伦理学的理论,以便在创新模型设计中首次尝试创建伦理元水平。
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引用次数: 0
Aerial and Terrestrial Photogrammetric Point Cloud Fusion for Intensive Forest Monitoring 面向集约森林监测的航空和陆地摄影测量点云融合
Q3 Social Sciences Pub Date : 2019-12-11 DOI: 10.1553/giscience2019_02_s60
Stuart Krause
Remote sensing methods for forest monitoring are evolving rapidly thanks to recent advances in Unmanned Aerial Vehicle technology and digital photogrammetry. Photogrammetric point clouds allow the non-destructive derivation of individual tree parameters at a low cost. The fusion of aerial and terrestrial photogrammetry for creating full-tree point clouds is of utility for forest research, as tree volume could be assessed more economically and efficiently than by traditional methods. However, this is challenging to implement due to difficulties with co-registration and issues of occlusion. This study explores the possibility of using spherical targets typically used for Terrestrial Laser Scanning to accomplish the co-registration of UAV-based and terrestrial photogrammetric datasets. Results show a full-tree point cloud derived from UAV oblique imagery in combination with terrestrial imagery. Despite issues of noise produced from the sky in terrestrial imagery, the methodology is promising for aerial and terrestrial point cloud fusion.
由于无人机技术和数字摄影测量的最新进展,森林监测的遥感方法正在迅速发展。摄影测量点云允许以低成本非破坏性地推导单个树的参数。融合航空和陆地摄影测量技术创建全树点云对森林研究具有实用价值,因为与传统方法相比,可以更经济有效地评估树木体积。然而,由于共同注册的困难和遮挡问题,这是具有挑战性的。本研究探索了使用通常用于地面激光扫描的球形目标来完成基于无人机和地面摄影测量数据集的共同配准的可能性。结果显示了由无人机斜向影像与地面影像相结合得到的全树点云。尽管在地面图像中存在来自天空的噪声问题,但该方法在空中和地面点云融合方面很有前景。
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引用次数: 0
Creation of Nominal Asset Value-Based Maps using GIS: A Case Study of Istanbul Beyoglu and Gaziosmanpasa Districts 利用GIS创建名义资产价值为基础的地图:以伊斯坦布尔Beyoglu和Gaziosmanpasa地区为例
Q3 Social Sciences Pub Date : 2019-12-11 DOI: 10.1553/giscience2019_02_s98
M. Mete, T. Yomralioglu
Estimating the value of real estate has applications in fields as diverse as taxation, buying and renting properties, expropriation and urban regeneration. Determining the most objective, accurate and acceptable value for real estate by considering spatial criteria is therefore important. One stochastic method used to determine real estate values is ‘nominal valuation’. In this approach, criteria that may affect land value are subjected to various spatial analyses, and pixel-based value maps can be produced using GIS. Land value maps are in raster data format and need to be compared with the actual market values. Pixel-resolution analyses are required that depend on the selected grid dimensions. First of all, nominal value maps were produced using a nominal valuation model, using criteria for proximity, visibility and terrain. These were weighted in order to produce a nominal asset value-based map according to the ‘Best Worst Method’. Changes in the unit land values were examined for maps at various resolutions; a resolution of 10 metres emerged as the ideal pixel size for valuation maps.
估算房地产价值在税收、房产购买和租赁、征用和城市更新等各个领域都有应用。因此,通过考虑空间标准来确定最客观、准确和可接受的房地产价值是很重要的。用于确定房地产价值的一种随机方法是“名义估值”。在这种方法中,可能影响土地价值的标准受到各种空间分析的影响,并且可以使用GIS制作基于像素的价值地图。土地价值图采用栅格数据格式,需要与实际市场价值进行比较。需要根据所选网格尺寸进行像素分辨率分析。首先,标称价值地图是使用标称价值模型制作的,使用接近性、能见度和地形的标准。根据“最佳最差方法”对这些指标进行加权,以生成基于名义资产价值的地图。在不同分辨率的地图上检查了单位土地价值的变化;10米的分辨率成为估值地图的理想像素尺寸。
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引用次数: 6
Mapping for Community-Driven Neighbourhood Planning: The Case of the South Bronx Land and Community Resource Trust 社区驱动的邻里规划:以南布朗克斯土地和社区资源信托基金为例
Q3 Social Sciences Pub Date : 2019-06-19 DOI: 10.1553/GISCIENCE2019_01_S148
Monica Flores Castillo, Stephan Petryczka, Joyce Choi-Li, K. Ludwig
The South Bronx neighbourhood in New York City has historically been oppressed and left behind by urban planning policies that deliberately created social exclusion in the area. We Stay/Nos Quedamos, a community development organization located in the area, is actively seeking to establish a Community Land Trust, a mechanism designed to provide homeownership affordability to low-income households. This study seeks to identify potential sites suitable for acquisition and for establishing a Community Land Trust in the South Bronx area. Analysis is performed using Geographic Information Systems in combination with official New York City data. Moreover, by leveraging the local knowledge of Nos Quedamos, we propose a critical approach to GIS and official data. The results of this study will help Nos Quedamos and local stakeholders in decision-making, support political efforts and negotiations with local authorities in the establishment of a Community Land Trust, enhance housing affordability, and consolidate community-managed open spaces in the South Bronx. Furthermore, the methodology presented here could serve as a guide for other local organizations seeking to establish similar land trusts in their localities, especially in urban settings with a high demand for land acquisition.
纽约市的南布朗克斯(South Bronx)社区历史上一直受到城市规划政策的压迫,这些政策故意在该地区制造社会排斥。位于该地区的社区发展组织We Stay/Nos Quedamos正在积极寻求建立社区土地信托,这是一种旨在向低收入家庭提供负担得起住房的机制。本研究旨在确定适合收购的潜在地点,并在南布朗克斯地区建立社区土地信托。使用地理信息系统结合纽约市官方数据进行分析。此外,通过利用Nos Quedamos的当地知识,我们提出了一种关键的GIS和官方数据方法。这项研究的结果将帮助Nos Quedamos和当地利益相关者进行决策,支持建立社区土地信托的政治努力和与地方当局的谈判,提高住房负担能力,并巩固南布朗克斯社区管理的开放空间。此外,本文提出的方法可以作为其他地方组织寻求在其所在地建立类似土地信托的指南,特别是在土地征用需求高的城市环境中。
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引用次数: 1
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