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Harnessing the power of immersive virtual reality - visualization and analysis of 3D earth science data sets

机译:利用沉浸式虚拟现实的力量-3D地球科学数据集的可视化和分析

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The availability and quantity of remotely sensed and terrestrial geospatial data sets are on the rise. Historically, these data sets have been analyzed and quarried on 2D desktop computers; however, immersive technologies and specifically immersive virtual reality (iVR) allow for the integration, visualization, analysis, and exploration of these 3D geospatial data sets. iVR can deliver remote and large-scale geospatial data sets to the laboratory, providing embodied experiences of field sites across the earth and beyond. We describe a workflow for the ingestion of geospatial data sets and the development of an iVR workbench, and present the application of these for an experience of Iceland’s Thrihnukar volcano where we: (1) combined satellite imagery with terrain elevation data to create a basic reconstruction of the physical site; (2) used terrestrial LiDAR data to provide a geo-referenced point cloud model of the magmatic-volcanic system, as well as the LiDAR intensity values for the identification of rock types; and (3) used Structure-from-Motion (SfM) to construct a photorealistic point cloud of the inside volcano. The workbench provides tools for the direct manipulation of the georeferenced data sets, including scaling, rotation, and translation, and a suite of geometric measurement tools, including length, area, and volume. Future developments will be inspired by an ongoing user study that formally evaluates the workbench’s mature components in the context of fieldwork and analyses activities.
机译:遥感和地面地理空间数据集的可用性和数量正在上升。从历史上看,这些数据集是在2D台式计算机上进行分析和存储的。但是,沉浸式技术,尤其是沉浸式虚拟现实(iVR)允许对这些3D地理空间数据集进行集成,可视化,分析和探索。 iVR可以为实验室提供远程和大规模的地理空间数据集,提供遍及全球的野外站点的具体体验。我们描述了用于摄取地理空间数据集和开发iVR工作台的工作流程,并介绍了这些方法在冰岛Thrihnukar火山体验中的应用,其中:(1)将卫星图像与地形高程数据结合起来以进行基本重建物理位置; (2)使用地面LiDAR数据提供岩浆-火山系统的地理参考点云模型,以及用于识别岩石类型的LiDAR强度值; (3)使用运动结构(SfM)构造了内部火山的真实感点云。工作台提供了直接操作地理参考数据集的工具,包括缩放,旋转和平移,以及一套几何测量工具,包括长度,面积和体积。一项正在进行的用户研究将激发未来的发展,该研究将在现场调查的背景下正式评估工作台的成熟组件并分析活动。

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