Multiscale Visualization of Surface Motion Point Measurements Associated with Persistent Scatterer Interferometry

IF 2.8 3区 地球科学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS ISPRS International Journal of Geo-Information Pub Date : 2024-07-02 DOI:10.3390/ijgi13070236
Panagiotis Kalaitzis, Michael Foumelis, Antonios Mouratidis, Dimitris Kavroudakis, Nikolaos Soulakellis
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Abstract

Persistent scatterer interferometry (PSI) has been proven to be a robust method for studying complex and dynamic phenomena such as ground displacement over time. Proper visualization of PSI measurements is both crucial and challenging from a cartographic standpoint. This study focuses on the development of an interactive cartographic web map application, providing suitable visualization of PSI data, and exploring their geographic, cartographic, spatial, and temporal attributes. To this end, PSI datasets, generalized at different resolutions, are visualized in eight predefined cartographic scales. A multiscale generalization algorithm is proposed. The automation of this procedure, spurred by the development of a web application, offers users the flexibility to properly visualize PSI datasets according to the specific cartographic scale. Additionally, the web map application provides a toolset, offering state-of-the-art cartographic approaches for exploring PSI datasets. This toolset consists of exploration, measurement, filtering (based on the point’s spatial attributes), and exporting tools customized for PSI measurement. Furthermore, a graph tool, offering users the capability to interactively plot PSI time-series and investigate the evolution of ground deformation over time, has been developed and integrated into the web interface. This study reflects the need for appropriate visualization of PSI datasets at different cartographic scales. It is shown that each original PSI dataset possesses a suitable cartographic scale at which it should be visualized. Innovative cartographic approaches, such as web applications, can prove to be effective tools for users working in the domain of mapping and monitoring the dynamic behavior of surface motion.
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与持久散射干涉测量相关的表面运动点测量的多尺度可视化
持久散射干涉测量法(PSI)已被证明是研究复杂动态现象(如地面随时间变化的位移)的可靠方法。从制图的角度来看,对 PSI 测量结果进行适当的可视化既至关重要,又极具挑战性。本研究的重点是开发一个交互式制图网络地图应用程序,提供适当的 PSI 数据可视化,并探索其地理、制图、空间和时间属性。为此,按不同分辨率泛化的 PSI 数据集在八个预定义的制图比例尺中实现了可视化。提出了一种多尺度泛化算法。在网络应用程序开发的推动下,该程序实现了自动化,为用户提供了根据特定制图比例适当可视化 PSI 数据集的灵活性。此外,网络地图应用程序还提供了一个工具集,为探索 PSI 数据集提供了最先进的制图方法。该工具集包括探索、测量、过滤(基于点的空间属性)和导出工具,这些工具都是为 PSI 测量定制的。此外,还开发了一个图形工具,为用户提供交互式绘制 PSI 时间序列和研究地面变形随时间演变的能力,该工具已集成到网络接口中。这项研究反映了在不同制图尺度上对 PSI 数据集进行适当可视化的需求。研究表明,每个原始 PSI 数据集都有一个合适的制图比例尺,应根据该比例尺对其进行可视化。创新的制图方法(如网络应用程序)可证明是用户在制图和监测地表运动动态行为领域工作的有效工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
ISPRS International Journal of Geo-Information
ISPRS International Journal of Geo-Information GEOGRAPHY, PHYSICALREMOTE SENSING&nb-REMOTE SENSING
CiteScore
6.90
自引率
11.80%
发文量
520
审稿时长
19.87 days
期刊介绍: ISPRS International Journal of Geo-Information (ISSN 2220-9964) provides an advanced forum for the science and technology of geographic information. ISPRS International Journal of Geo-Information publishes regular research papers, reviews and communications. Our aim is to encourage scientists to publish their experimental and theoretical results in as much detail as possible. There is no restriction on the length of the papers. The full experimental details must be provided so that the results can be reproduced. The 2018 IJGI Outstanding Reviewer Award has been launched! This award acknowledge those who have generously dedicated their time to review manuscripts submitted to IJGI. See full details at http://www.mdpi.com/journal/ijgi/awards.
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