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OUTDOOR AR-APPLICATION FOR THE DIGITAL MAP TABLE 数字地图表的户外ar应用
Pub Date : 2020-11-18 DOI: 10.5194/isprs-archives-xliv-3-w1-2020-93-2020
S. Maier, T. Gostner, F. V. D. Camp, A. Hoppe
Abstract. In many fields today, it is necessary that a team has to do operational planning for a precise geographical location. Examples for this are staff work, the preparation of surveillance tasks at major events or state visits and sensor deployment planning for military and civil reconnaissance. For these purposes, Fraunhofer IOSB is developing the Digital Map Table (DigLT). When making important decisions, it is often helpful or even necessary to assess a situation on site. An augmented reality (AR) solution could be useful for this assessment. For the visualization of markers at specific geographical coordinates in augmented reality, a smartphone has to be aware of its position relative to the world. It is using the sensor data of the camera and inertial measurement unit (IMU) for AR while determining its absolute location and direction with the Global Navigation Satellite System (GNSS) and its magnetic compass. To validate the positional accuracy of AR markers, we investigated the current state of the art and existing solutions. A prototype application has been developed and connected to the DigLT. With this application, it is possible to place markers at geographical coordinates that will show up at the correct location in augmented reality at anyplace in the world. Additionally, a function was implemented that lets the user select a point from the environment in augmented reality, whose geographical coordinates are sent to the DigLT. The accuracy and practicality of the placement of markers were examined using geodetic reference points. As a result, we can conclude that it is possible to mark larger objects like a car or a house, but the accuracy mainly depends on the internal compass, which causes a rotational error that increases with the distance to the target.
摘要在今天的许多领域,一个团队必须为精确的地理位置做操作计划。这方面的例子有工作人员工作、为重大事件或国事访问准备监视任务以及为军事和民用侦察规划传感器部署。为此,Fraunhofer IOSB正在开发数字地图表(DigLT)。在做出重要决定时,实地评估情况通常是有帮助的,甚至是必要的。增强现实(AR)解决方案可能对这种评估很有用。为了在增强现实中可视化特定地理坐标上的标记,智能手机必须知道它相对于世界的位置。它利用相机的传感器数据和用于AR的惯性测量单元(IMU),通过全球导航卫星系统(GNSS)和磁罗经确定绝对位置和方向。为了验证AR标记的位置准确性,我们研究了当前的技术状况和现有的解决方案。已经开发了一个原型应用程序并将其连接到DigLT。使用此应用程序,可以在地理坐标上放置标记,这些标记将显示在世界上任何地方增强现实中的正确位置。此外,还实现了一个功能,允许用户在增强现实中从环境中选择一个点,其地理坐标被发送到DigLT。利用大地测量基准点检验了标记点放置的准确性和实用性。因此,我们可以得出这样的结论:可以标记像汽车或房子这样较大的物体,但精度主要取决于内部罗盘,它会导致旋转误差,随着与目标的距离增加而增加。
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引用次数: 0
TECHNOLOGY AND RESILIENCE IN THE RECONSTRUCTION PROCESS. A CASE STUDY 重建过程中的技术和复原力。案例研究
Pub Date : 2020-11-18 DOI: 10.5194/isprs-archives-xliv-3-w1-2020-117-2020
M. Rotilio
In every field concerning post-disaster reconstruction, not only in engineering, technology plays a leading role and, just as resilience, it has become the goal that every action should achieve. In light of what has been claimed, this paper intends to critically illustrate one of the most interesting elements of technological innovation underway in the city of L'Aquila hit by the 2009 earthquake. The reference is the so-called "smart tunnel", a system of functional and management rationalization of the underground services of the city. The work was divided into two portions called "Excerpts" where the first one is currently 93% completed and highlighted the presence of intrinsic criticalities in the work and in the context. In order to avoid irrational and random conditions that could inevitably lead to a safety lack, related to the excerpts II a methodology is being developed, based on District Information Modeling. It is configured as a control and management tool for the whole system which will allow the interference management inspired by principles of rationality and safety. The smart tunnel system is part of a series of other public and private initiatives, aimed at a widespread experimentation of advanced technologies that deals with the renewal of infrastructures, services and mobility, telecommunications. These innovations mainly concern the L’Aquila historical centre but also the outskirts and follow the principles of the smart city and related to the resilience development. * Corresponding author
在涉及灾后重建的每一个领域,不仅仅是工程领域,技术都起着主导作用,与恢复力一样,它已经成为每一个行动都应该达到的目标。鉴于所声称的,本文打算批判性地说明2009年地震袭击的拉奎拉市正在进行的技术创新中最有趣的元素之一。这就是所谓的“智能隧道”,即城市地下服务的功能和管理合理化系统。这项工作分为两部分,称为“摘录”,其中第一部分目前已完成93%,并强调了工作和上下文中存在的内在批判性。为了避免可能不可避免地导致安全缺失的不合理和随机情况,正在根据地区信息模型开发一种与节选二有关的方法。它被配置为整个系统的控制和管理工具,允许在理性和安全原则的启发下进行干扰管理。智能隧道系统是一系列其他公共和私人计划的一部分,旨在广泛试验处理基础设施、服务和移动、电信更新的先进技术。这些创新主要涉及拉奎拉的历史中心,也涉及郊区,遵循智慧城市的原则,并与弹性发展有关。*通讯作者
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引用次数: 3
AUSTRALIA-JAPAN QZSS EMERGENCY WARNING SERVICE TRIAL PROJECT 澳日QZSS应急预警服务试点项目
Pub Date : 2020-11-18 DOI: 10.5194/isprs-archives-xliv-3-w1-2020-21-2020
S. Choy, Y. Bai, S. Zlatanova, A. Diakité, E. Rubinov, C. Marshall, P. Knight, A. Riddell, V. Rooke, M. Woolf, N. Kishi, S. Kogure
This paper provides an overview and the results of the Australia-Japan 2020 Quasi Zenith Satellite System (QZSS) Emergency Warning System trial project. The project aimed to evaluate and demonstrate the feasibility of utilising the QZSS system to support emergency warning and response in Australia. The trial has focussed on bushfire and tsunami warnings with an emphasis on the message structure and standards for incorporation on the available signal bandwidth, and the spatial coverage extent of the messages. It also aimed to address the need for a space-based communication capability in Australia, which could potentially facilitate effective emergency warning system unconstrained by the limitations of terrestrial telecommunications. A newly dedicated MobileApp was developed to decode the warning message and visualise relevant information on a map. Two messages for bushfire and tsunami warnings were generated in Australia and sent to the QZSS ground station for satellite transmission. The developed application was tested in Victoria and New South Wales. The trial was successful in the sense that the emergency warning message could be received and decoded using the QZSS enabled receivers and the dedicated MobileApp. The field tests showed that the systems are capable of delivering the required information to users with the required timeliness and completeness. Several technical issues encountered during testing can be primarily attributed to the alpha state of the app, and the specific receiver used for testing. Neither of which are considered to be significant barriers to the on-going development of an operational satellite EWS system.
本文介绍了澳大利亚-日本2020年准天顶卫星系统(QZSS)应急预警系统试验项目的概况和结果。该项目旨在评估和证明利用QZSS系统支持澳大利亚紧急预警和反应的可行性。试验的重点是森林火灾和海啸警报,重点是信息结构和标准,以便结合可用的信号带宽,以及信息的空间覆盖范围。它还旨在解决澳大利亚对天基通信能力的需求,这可能有助于建立不受地面电信限制的有效紧急警报系统。一款新的专用移动应用程序被开发出来,用于解码警告信息并在地图上显示相关信息。在澳大利亚产生了两个森林大火和海啸警报信息,并发送到QZSS地面站进行卫星传输。开发的应用程序在维多利亚州和新南威尔士州进行了测试。试验是成功的,因为可以使用启用QZSS的接收器和专用的MobileApp接收和解码紧急警告消息。现场测试表明,这些系统能够以所需的及时性和完整性向用户提供所需信息。在测试过程中遇到的一些技术问题可能主要归因于应用的alpha状态,以及用于测试的特定接收器。这两者都不被认为是正在进行的业务卫星EWS系统发展的重大障碍。
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引用次数: 0
GEOSPATIAL ANALYSIS OF IMPERVIOUS SURFACES AND THEIR EFFECT ON LAND SURFACE TEMPERATURE IN ABUJA, NIGERIA 尼日利亚阿布贾不透水地表的地理空间分析及其对地表温度的影响
Pub Date : 2020-11-18 DOI: 10.5194/isprs-archives-xliv-3-w1-2020-5-2020
E. A. Akomolafe, O. Isioye, J. Awulu
The rapid urban expansion in Abuja, Nigeria, has resulted in the replacement of land surface previously occupied by natural vegetation with various impermeable materials. This study examines the impact of the spatial distribution of impervious surfaces (IS) on land surface temperature (LST) in the study area using both graphical and quantitative approach. A Normalized Difference Impervious Surface Index (NDISI) was adopted to estimate IS and LST from Landsat ETM+ and OLI/TIRS satellite images (path: 189, row: 54) of Abuja for 4 distinct epochs of 2004, 2008, 2014 and 2018. In order to analyze the effect of IS on LST, the relationship between the normalized difference indices and LST, for each epoch, were determined using regression and correlation analyses. Results show the spatial patterns of impervious surfaces as distributed over Abuja, Nigeria and its impact on LST dynamics. It was observed that mean surface temperature increased by at least 2C every 4 years. Furthermore, results of the correlation analysis between NDISI and LST reveal that there exist varying positive correlations between the two variables in with correlation coefficients; R = 0.511, 0.166, 0.505, 0.785 in 2004,2008, 2014 and 2018 respectively, suggesting that impervious surfaces areas accelerate LST rise and Urban Heat Island (UHI) formation. This study gives great insight on the concept of impervious surfaces and its spatial pattern in Abuja city, Nigeria. The study recommends the widespread use of highly reflective or natural surfaces for rooftops, pavements and roads and that afforestation should be encouraged to increase green areas.
尼日利亚阿布贾的快速城市扩张导致以前被自然植被占据的土地表面被各种不透水材料所取代。本研究采用图形和定量方法探讨了研究区不透水表面的空间分布对地表温度的影响。采用归一化差分不透水面指数(NDISI)对2004年、2008年、2014年和2018年4个不同时期的Abuja的Landsat ETM+和OLI/TIRS卫星图像(路径:189,行:54)进行IS和LST估算。为了分析IS对地表温度的影响,利用回归分析和相关分析确定了各时期归一化差指数与地表温度之间的关系。结果显示了尼日利亚阿布贾地区不透水地表的空间格局及其对地表温度变化的影响。据观测,平均地表温度每4年至少上升2摄氏度。此外,NDISI与LST的相关分析结果表明,NDISI与LST的相关系数存在不同程度的正相关关系;2004年、2008年、2014年和2018年的R分别为0.511、0.166、0.505、0.785,表明不透水面面积加速了地表温度上升和城市热岛的形成。这项研究对尼日利亚阿布贾市不透水表面的概念及其空间格局提供了深刻的见解。该研究建议在屋顶、人行道和道路上广泛使用高反射或自然表面,并鼓励植树造林以增加绿地面积。
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引用次数: 0
CLOUD-BASED INTEGRATION AND STANDARDIZATION OF ADDRESS DATA FOR DISASTER MANAGEMENT – A SOUTH AFRICAN CASE STUDY 基于云的灾害管理地址数据集成和标准化——一个南非案例研究
Pub Date : 2020-11-18 DOI: 10.5194/isprs-archives-xliv-3-w1-2020-145-2020
G. Tredrea, S. Coetzee, V. Rautenbach
Abstract. Addresses are essential for disaster risk management and response because they are used to locate people affected by a disaster or at risk of being affected. South Africa is vulnerable to disasters, however, despite a legislative framework for supporting disaster risk management that meets international standards, implementation falls short due to underfunding, poor interdepartmental coordination and lack of political support. The importance of cross jurisdictional address data was highlighted by the COVID-19 pandemic of 2020 when the geocoding of positive cases was hindered due to the lack of such address data in South Africa. In this paper, we present first results about a cloud-based tool for integrating address data from multiple municipalities into a single address dataset that conforms to the South African National Standard, SANS 1883-2:2017, Geographic information – Addresses: Part 2: Address data exchange. We reviewed and evaluated three cloud platforms for the prototype implementation. The integrated dataset is maintained in the cloud and therefore readily accessible by relevant organizations. At the same time, processing in the cloud can handle changing volumes of data with elasticity, i.e. computing power can be increased or decreased at short notice, as necessary during a disaster response. Furthermore, processing can be automated, thereby mitigating the risk of reduced manpower due to a disaster. Overall, a properly maintained cloud-based tool can result in more efficient use of resources presenting a viable and interesting alternative for underfunded disaster risk management centres in South Africa and other parts of the world.
摘要地址对于灾害风险管理和应对至关重要,因为它们用于确定受灾害影响或有受影响风险的人的位置。然而,尽管南非有一个符合国际标准的支持灾害风险管理的立法框架,但由于资金不足、部门间协调不力和缺乏政治支持,实施工作不足。2020年2019冠状病毒病大流行凸显了跨辖区地址数据的重要性,当时由于南非缺乏此类地址数据,对阳性病例进行地理编码受到阻碍。在本文中,我们介绍了关于将来自多个城市的地址数据集成到一个符合南非国家标准SANS 1883-2:2017,地理信息-地址:第2部分:地址数据交换的基于云的工具的初步结果。我们对原型实现的三个云平台进行了审查和评估。集成的数据集在云中维护,因此相关组织可以随时访问。同时,云中的处理可以弹性地处理不断变化的数据量,即计算能力可以在灾难响应期间根据需要在短时间内增加或减少。此外,处理可以自动化,从而减轻了由于灾难而减少人力的风险。总体而言,妥善维护的基于云的工具可以更有效地利用资源,为南非和世界其他地区资金不足的灾害风险管理中心提供了一个可行和有趣的替代方案。
{"title":"CLOUD-BASED INTEGRATION AND STANDARDIZATION OF ADDRESS DATA FOR DISASTER MANAGEMENT – A SOUTH AFRICAN CASE STUDY","authors":"G. Tredrea, S. Coetzee, V. Rautenbach","doi":"10.5194/isprs-archives-xliv-3-w1-2020-145-2020","DOIUrl":"https://doi.org/10.5194/isprs-archives-xliv-3-w1-2020-145-2020","url":null,"abstract":"Abstract. Addresses are essential for disaster risk management and response because they are used to locate people affected by a disaster or at risk of being affected. South Africa is vulnerable to disasters, however, despite a legislative framework for supporting disaster risk management that meets international standards, implementation falls short due to underfunding, poor interdepartmental coordination and lack of political support. The importance of cross jurisdictional address data was highlighted by the COVID-19 pandemic of 2020 when the geocoding of positive cases was hindered due to the lack of such address data in South Africa. In this paper, we present first results about a cloud-based tool for integrating address data from multiple municipalities into a single address dataset that conforms to the South African National Standard, SANS 1883-2:2017, Geographic information – Addresses: Part 2: Address data exchange. We reviewed and evaluated three cloud platforms for the prototype implementation. The integrated dataset is maintained in the cloud and therefore readily accessible by relevant organizations. At the same time, processing in the cloud can handle changing volumes of data with elasticity, i.e. computing power can be increased or decreased at short notice, as necessary during a disaster response. Furthermore, processing can be automated, thereby mitigating the risk of reduced manpower due to a disaster. Overall, a properly maintained cloud-based tool can result in more efficient use of resources presenting a viable and interesting alternative for underfunded disaster risk management centres in South Africa and other parts of the world.","PeriodicalId":14757,"journal":{"name":"ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences","volume":"98 3 1","pages":"145-150"},"PeriodicalIF":0.0,"publicationDate":"2020-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88462955","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: 1
A METADATA-BASED APPROACH FOR USING CCTV TO FACILITATE EMERGENCY RESPONSE 以元数据为基础的方法,利用闭路电视协助紧急应变
Pub Date : 2020-11-18 DOI: 10.5194/isprs-archives-xliv-3-w1-2020-51-2020
J-H. Hong, Yu Shi
The installation of closed-circuit television monitors (CCTV) has been rapidly increasing ever since the September 11 attacks and has become one of the most widely used types of sensors for the tasks that require instantaneous and long-term monitoring. With the distinguished characteristics of direct visual inspection of the subject of interests, the availability of CCTVs offers the EOC commanders a quick way to validate and access the reported disaster incidents during emergency response. However, the heterogeneity of CCTV systems and the lack of appropriate descriptions precludes the optimized use of CCTV and causes immense difficulties in effectively coordinating or appraising the use of CCTV systems. By arguing standardized metadata plays the most crucial role in quickly and precisely finding the needed CCTV during emergency response, regardless of its specifications, suppliers, or locations, we propose an integrated operational framework based on the CCTV metadata specifically designed for emergency response in this paper. This framework standardizes the metadata to unify the descriptions for heterogeneous CCTV systems and fulfill the requirements for searching and selecting CCTV. Instead of the 2D point-based location or sector-based CCTV FOV coverage, we also propose to extend the FOV from 2D to 3D to precisely describe the area and even the features that can be monitored by the CCTV. This not only improves the precision and efficiency of selecting CCTV but also increase the commander’s ability to make quick and accurate responses to disasters. The advantages of integrating heterogeneous CCTV systems can tremendously improve the possibility of monitoring and updating the real-time status caused by hazards.
自9·11恐怖袭击以来,闭路电视监视器(CCTV)的安装迅速增加,并已成为需要即时和长期监控的任务中使用最广泛的传感器类型之一。闭路电视具有直接目视检查利益主体的显著特点,为应急反应指挥官提供了一种快速验证和访问报告灾害事件的方法。然而,闭路电视系统的异质性和缺乏适当的描述阻碍了闭路电视系统的优化使用,并在有效协调或评估闭路电视系统的使用方面造成了巨大的困难。通过论证标准化元数据在应急响应过程中,无论其规格、供应商或位置如何,在快速准确地找到所需的CCTV方面发挥着最关键的作用,我们提出了一个基于专门为应急响应设计的CCTV元数据的集成操作框架。该框架对元数据进行了标准化,统一了异构CCTV系统的描述,满足了对CCTV的搜索和选择需求。我们还建议将视场从2D扩展到3D,以精确描述CCTV可以监控的区域甚至特征,而不是基于2D点的位置或基于扇区的CCTV FOV覆盖。这不仅提高了选择CCTV的精度和效率,而且提高了指挥员对灾害做出快速准确反应的能力。集成异构闭路电视系统的优势可以极大地提高监控和更新灾害实时状态的可能性。
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引用次数: 0
RISK ASSESSMENT OF STEEP SLOPE USING DRONE MAPPING AND TERRESTRIAL LIDAR IN KOREA 利用无人机测绘和地面激光雷达对韩国陡坡进行风险评估
Pub Date : 2020-11-18 DOI: 10.5194/isprs-archives-xliv-3-w1-2020-81-2020
S. Kim, D. Kim, H. Nho
Abstract. Due to abnormal weather caused by climate change in recently years, natural disaster damages caused by local torrential rains have been increased over the world. Particularly, Korea is very vulnerable to landslide disasters because more than 63% of the country is mountainous and it suffers from unpredictable localized heavy rainfall during monsoon season every year. This paper presents experimental results for risk assessment of steep slope using drone mapping and terrestrial LiDAR survey. First, we acquired the aerial imagery of steep slope site by small UAV and conducted a drone mapping process with the Pix4D software. For collecting the more detailed geological data and analysing quantitatively damage of steep slopes (crack length, bedrock weathering area, etc.), we scanned steep slope area using terrestrial LiDAR system. Finally, we evaluated the applicability of public safety for outputs of UAV photogrammetry and 3D point clouds derived from terrestrial LiDAR data to analyse and assess the risk of steep slope.
摘要近年来,由于气候变化导致的天气异常,世界范围内局地暴雨造成的自然灾害损失有所增加。特别是,韩国国土面积超过63%是山区,而且每年季风季节都会出现难以预测的局部暴雨,因此极易发生山体滑坡灾害。本文介绍了利用无人机测绘和地面激光雷达测量技术进行陡坡风险评估的实验结果。首先,我们利用小型无人机获取陡坡场地的航拍图像,并利用Pix4D软件进行无人机制图过程。为了收集更详细的地质数据,定量分析陡坡的损伤(裂缝长度、基岩风化面积等),我们使用陆基激光雷达系统对陡坡区域进行扫描。最后,我们评估了无人机摄影测量输出和来自地面激光雷达数据的3D点云在分析和评估陡坡风险方面的公共安全适用性。
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引用次数: 0
USING 3D WEBGIS TO SUPPORT THE DISASTER SIMULATION, MANAGEMENT AND ANALYSIS – EXAMPLES OF TSUNAMI AND FLOOD 利用三维webgis支持灾害模拟、管理和分析-以海啸和洪水为例
Pub Date : 2020-11-18 DOI: 10.5194/isprs-archives-xliv-3-w1-2020-43-2020
J-H. Hong, C. Tsai
Abstract. In recent year, 3D geographic information system (GIS) has been receiving great attention from a variety of domains, but many 3D GIS applications are nevertheless restricted to visualization purposes only. One major reason for such limitation is the lack of formalized and comprehensive mechanism for the management and analysis of feature-based 3D geographic data. From a 3D GIS perspective, this study proposes a web-based system facilitating the simulation, analysis and visualization of disaster caused by tsunami and floods because these two types of hazard are highly related to the height and depth aspects. The core of the proposed system is the hierarchical 3D building framework capable of modelling different levels of building units and linking domain data via standardized identifiers in an integrated fashion. The system is designed as a decision support system that allows users to import real or simulated disaster scenarios and automatically response with the visualized damage assessment information. The 3D illustration not only provides a direct and intuitive interface for decision makers to visually inspect the outcomes at different levels of granularity, the symbology of 3D buildings can be also flexibly customized to highlight the impacts according to the perspective of the chosen applications. Quantitative vulnerability indexes are dynamically updated according to the timeline of the imported disasters to aid the decision of emergency response actions. The evacuation plan also can additionally consider the 3D aspects, such that citizens will be provided with information about nearby safe places (e.g., tall buildings or high hills) to reduce the loss of lives.
摘要近年来,三维地理信息系统(GIS)受到了各个领域的广泛关注,但许多三维地理信息系统的应用仍然局限于可视化目的。造成这种限制的一个主要原因是缺乏形式化和全面的机制来管理和分析基于特征的三维地理数据。由于海啸和洪水灾害与高度和深度高度相关,本研究从三维GIS的角度提出了一个基于web的系统,便于对海啸和洪水灾害进行模拟、分析和可视化。该系统的核心是分层的3D建筑框架,能够对不同层次的建筑单元进行建模,并通过标准化标识符以集成的方式链接领域数据。该系统被设计为一个决策支持系统,允许用户导入真实或模拟的灾害场景,并通过可视化的损害评估信息自动响应。3D插图不仅为决策者提供了一个直接直观的界面来直观地检查不同粒度级别的结果,3D建筑的符号也可以灵活地定制,以根据所选择的应用程序的角度来突出影响。根据导入灾害的时间轴动态更新定量脆弱性指标,以辅助应急响应行动的决策。疏散计划还可以额外考虑3D方面,以便向市民提供附近安全地点(例如高楼或高山)的信息,以减少生命损失。
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引用次数: 2
INDOOR MOBILE MAPPING SYSTEM AND CROWD SIMULATION TO SUPPORT SCHOOL REOPENING BECAUSE OF COVID-19: A CASE STUDY 室内移动地图系统和人群模拟,以支持因covid-19而重新开放的学校:案例研究
Pub Date : 2020-11-18 DOI: 10.5194/isprs-archives-xliv-3-w1-2020-29-2020
S. Comai, S. Costa, S. M. Ventura, G. Vassena, L. Tagliabue, D. Simeone, E. Bertuzzi, G. W. Scurati, F. Ferrise, A. Ciribini
Abstract. Occupancy analyses represent a crucial topic for building performance. At present, this is even true because of the pandemic emergency due to SARS-CoV-2 and the need to support the functional analysis of building spaces in relation to social distancing rules. Moreover, the need to assess the suitability of spaces in high occupancy buildings as the educational ones, for which occupancy evaluations result pivotal to ensure the safety of the end-users in their daily activities, is a priority. The proposed paper investigates the steps that are needed to secure a safe re-opening of an educational building. A case study has been selected as a test site to analyse the re-opening steps as required by Italian protocols and regulations. This analysis supported the school director of a 2-to-10 year old school and its team in the decision-making process that led to the safe school re-opening. Available plants and elevations of the building were collected and a fast digital survey was carried out using the mobile laser scanner technology (iMMS - Indoor Mobile Mapping System) in order to acquire three-dimensional geometries and digital photographic documentation of the spaces. A crowd simulation software (i.e. Oasys MassMotion) was implemented to analyse end-users flows; the social distance parameter was set in its proximity modelling tools in order to check the compliance of spaces and circulation paths to the social distancing protocols. Contextually to the analysis of users flows, a plan of hourly air changes to maintain a high quality of the environments has been defined.
摘要占用分析是建筑性能的一个重要主题。目前,由于SARS-CoV-2导致的大流行紧急情况,以及需要支持与社交距离规则相关的建筑空间功能分析,这一点甚至是正确的。此外,需要评估高占用率建筑物内空间作为教育场所的适宜性,因为占用评价的结果对确保最终用户在日常活动中的安全至关重要,这是一个优先事项。建议的论文调查了确保教育大楼安全重新开放所需的步骤。选择了一个案例研究作为测试地点,以分析意大利协议和法规要求的重新开放步骤。这一分析为一所2至10岁的学校的校长及其团队在决策过程中提供了支持,从而使学校安全重新开放。利用移动激光扫描仪技术(iMMS -室内移动测绘系统)收集建筑物的可用植物和高度,并进行快速数字测量,以获取空间的三维几何形状和数字摄影记录。使用人群模拟软件(即Oasys MassMotion)分析最终用户流量;在其邻近建模工具中设置社交距离参数,以检查空间和流通路径是否符合社交距离协议。根据对用户流量的分析,制定了每小时空气变化的计划,以保持高质量的环境。
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引用次数: 7
LAND USE/LAND COVER CHANGE PREDICTION USING MULTI-TEMPORAL SATELLITE IMAGERY AND MULTI-LAYER PERCEPTRON MARKOV MODEL 基于多时相卫星影像和多层感知器马尔可夫模型的土地利用/土地覆盖变化预测
Pub Date : 2020-11-18 DOI: 10.5194/isprs-archives-xliv-3-w1-2020-99-2020
H. Nguyen, T. Pham, M. T. Doan, P. T. Tran
Abstract. This paper aims to predict the trend of land use land cover (LULC) changes in Dak Nong province over time. Data from Landsat images captured in 2009, 2015, and 2018 was employed to analyze and predict the spatial distributions of LULC categories. The Random Forest (RF) was adopted to classify the images into ten different LULC classes. Besides, integration of Multi-Layer Perceptron Markov Neural Network (MLP-NN) with Markov Chain (MC) was applied to predict the future LULC changes in the region based on the change detection over the previous years. For all classified images, overall accuracy (OA) ranged from 77.35% to 84.55% with kappa (K) coefficient index ranging from 0.75 to 0.8. The results revealed that the annual population growth together with social-economic development was regarded as major drives for land conversion in the area. The predicted map showed a significant decrease trend inthe forest classes by 2025, accounting for 23 thousand ha. However, residential areas, rubber, and agricultural land classes are predicted to rise to 460 ha, 3,000 ha, and 20,000 ha, respectively. The simulated model and calibrated area data may be a vital contribution to sustainable development efforts of the local based on the dynamics of LULC and future LULC change scenarios. Overall, ascertaining the complex interface related to changes in land use and its major drivers over time provides useful information predict to explore the future trend of LULC changes, establish alternative land-use schemes and serve as guidelines for urban planning policymakers.
摘要本文旨在预测大农省土地利用土地覆被(LULC)随时间的变化趋势。利用2009年、2015年和2018年的Landsat图像数据,分析和预测了LULC类别的空间分布。采用随机森林(Random Forest, RF)将图像分为10个不同的LULC类。此外,基于前几年的变化检测,将多层感知器马尔可夫神经网络(MLP-NN)与马尔可夫链(MC)相结合,预测区域未来的LULC变化。所有分类图像的总体准确率(OA)在77.35% ~ 84.55%之间,kappa (K)系数指数在0.75 ~ 0.8之间。结果表明,人口年增长和社会经济发展是该地区土地非农化的主要驱动力。预测图显示,到2025年,森林种类有明显减少的趋势,约为2.3万公顷。但是,住宅用地、橡胶用地、农用地将分别增加到460公顷、3000公顷、2万公顷。模拟模型和校准面积数据可能对基于土地利用碳储量动态和未来土地利用碳储量变化情景的地方可持续发展努力作出重要贡献。总体而言,确定与土地利用变化及其主要驱动因素相关的复杂界面,可以提供有用的信息来预测土地利用成本变化的未来趋势,建立替代土地利用方案,并为城市规划决策者提供指导。
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引用次数: 5
期刊
ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
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