用可视化工具分析小行星轨迹不确定性,助力地球防御决策
NEOviz: Uncertainty-Driven Visual Analysis of Asteroid Trajectories
- 通过3D不确定区域可视化展现小行星动态路径
- 结合真实轨道数据生成风险影响图,识别潜在撞击威胁
- 专为行星防御专家设计,支持与地月及卫星系统的空间对比
我们提出NEOviz,一个交互式可视化系统,帮助行星防御专家分析太阳系中可能对地球构成威胁的近地天体运动。小行星常通过光学望远镜发现,其轨迹由图像推算得出,导致位置和速度存在固有的非对称不确定性。因此,无法确定小行星的精确轨迹,必须生成一组可能的轨迹来估计其长期运动。当将这些轨迹集传播数十年时,难以直观呈现路径差异并判断其对地球的潜在撞击风险,可能引发灾难性后果。NEOviz为专家提供了分析现有小行星观测数据的工具,提出一种新颖方法,以3D不确定区域形式可视化小行星行经的空间范围,并结合地球、月球及人造卫星等关键基础设施提供精确空间参照。此外,系统可展示小行星轨道属性的高方差事件。对于潜在撞击体,结合3D可视化与不确定性感知的影响地图,揭示对人类聚居区的潜在威胁。NEOviz通过参与式设计持续整合行星防御社区成员意见,已在三个真实案例中示范,并通过专家反馈访谈进行评估。
原文摘要 · Abstract (English)
We introduce NEOviz, an interactive visualization system designed to assist planetary defense experts in the visual analysis of the movements of near-Earth objects in the Solar System that might prove hazardous to Earth. Asteroids are often discovered using optical telescopes and their trajectories are calculated from images, resulting in an inherent asymmetric uncertainty in their position and velocity. Consequently, we typically cannot determine the exact trajectory of an asteroid, and an ensemble of trajectories must be generated to estimate an asteroid's movement over time. When propagating these ensembles over decades, it is challenging to visualize the varying paths and determine their potential impact on Earth, which could cause catastrophic damage. NEOviz equips experts with the necessary tools to effectively analyze the existing catalog of asteroid observations. In particular, we present a novel approach for visualizing the 3D uncertainty region through which an asteroid travels, while providing accurate spatial context in relation to system-critical infrastructure such as Earth, the Moon, and artificial satellites. Furthermore, we use NEOviz to visualize the divergence of asteroid trajectories, capturing high-variance events in an asteroid's orbital properties. For potential impactors, we combine the 3D visualization with an uncertainty-aware impact map to illustrate the potential risks to human populations. NEOviz was developed with continuous input from members of the planetary defense community through a participatory design process. It is exemplified in three real-world use cases and evaluated via expert feedback interviews.
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