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TPVTrack v1.0: a watershed segmentation and overlap correspondence method for tracking tropopause polar vortices

机译:TPVTRACK v1.0:一种流域分割和重叠对象方法,用于跟踪对流层面涡旋

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A new free modular software package is described for tracking tropopause polar vortices (TPVs) natively on structured or unstructured grids. Motivated by limitations in spatial characterization and time tracking within existing approaches, TPVTrack mimics the expected dynamics of TPVs to represent their (1)?spatial structure, with variable shapes and intensities, and (2)?time evolution, with mergers and splits. TPVs are segmented from the gridded flow field into spatial objects as restricted regional watershed basins on the tropopause, described by geometric metrics, associated over time by overlap similarity into major and minor correspondences, and tracked along major correspondences. Simplified segmentation and correspondence test cases illustrate some of the appeal, sensitivities, and limitations of TPVTrack, including effective representation of spatial shape and reduced false positive associations in time. Tracked TPVs in more realistic historical conditions are consistent in bulk with expectations of life cycle and mean structure. Individual tracks are less reliable when discriminating among multiple overlaps. Modifications to track other physical features are possible, with each application requiring evaluation.
机译:描述了一种新的自由模块化软件包,用于在结构化或非结构化网格上自然地跟踪对流层面极性涡旋(TPV)。在现有方法中的空间特征和时间跟踪中的限制激励,TPVTRACK模仿TPV的预期动态表示其(1)?空间结构,具有可变形状和强度,(2)?时间演变,并分配。 TPV被从格栅流场分割成空间物体,因为在对流层上限制区域流域盆地,由几何度量描述,随着时间的推移,通过重叠相似于主要和小的对应,并沿着主要的对应跟踪。简化的分割和对应测试例说明了TPVTRACK的一些吸引力,敏感度和限制,包括有效表示空间形状和减少的假阳性关联。在更现实的历史条件下跟踪TPV在散装中是一致的,期望生命周期和平均结构。在多个重叠之间区分时,各个轨道不太可靠。每个需要评估的每个应用程序都可以进行跟踪其他物理特征的修改。

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