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Evaluating local correlation tracking using CO5BOLD simulations of solar granulation

机译:使用太阳能的CO5BOLD模拟评估局部相关性跟踪   造粒

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摘要

Flows on the solar surface are linked to solar activity, and LCT is one ofthe standard techniques for capturing the dynamics of these processes bycross-correlating solar images. However, the link between contrast variationsin successive images to the underlying plasma motions has to be quantitativelyconfirmed. Radiation hydrodynamics simulations of solar granulation(e.g.,CO5BOLD) provide access to both the wavelength-integrated, emergentcontinuum intensity and the 3D velocity field at various heights in the solaratmosphere. Thus, applying LCT to continuum images yields horizontal propermotions, which are then compared to the velocity field of the simulated(non-magnetic) granulation. In this study, we evaluate the performance of anLCT algorithm previously developed for bulk-processing Hinode G-band images,establish it as a quantitative tool for measuring horizontal proper motions,and clearly work out the limitations of LCT or similar techniques designed totrack optical flows. Horizontal flow maps and frequency distributions of theflow speed were computed for a variety of LCT input parameters including thespatial resolution, the width of the sampling window, the time cadence ofsuccessive images, and the averaging time used to determine persistent flowproperties. Smoothed velocity fields from the hydrodynamics simulation at threeatmospheric layers (log tau=-1,0,and +1) served as a point of reference for theLCT results. LCT recovers many of the granulation properties, e.g.,the shape ofthe flow speed distributions, the relationship between mean flow speed andaveraging time, and also--with significant smoothing of the simulated velocityfield--morphological features of the flow and divergence maps. However, thehorizontal proper motions are grossly underestimated by as much as a factor ofthree. The LCT flows match best the flows deeper in the atmosphere at logtau=+1.
机译:太阳表面的流动与太阳活动有关,而LCT是通过对太阳图像进行互相关来捕获这些过程动力学的标准技术之一。然而,必须定量地确认连续图像中对比度变化与潜在的等离子体运动之间的联系。太阳造粒(例如,CO5BOLD)的辐射流体动力学模拟可以访问太阳大气中不同高度的波长积分,紧急连续谱强度和3D速度场。因此,将LCT应用于连续图像会产生水平运动,然后将其与模拟(非磁性)颗粒的速度场进行比较。在这项研究中,我们评估了先前为批量处理Hinode G波段图像而开发的LCT算法的性能,将其确立为用于测量水平适当运动的定量工具,并清楚地解决了LCT或旨在跟踪光流的类似技术的局限性。计算了各种LCT输入参数的水平流图和流速的频率分布,这些参数包括空间分辨率,采样窗口的宽度,连续图像的时间节奏以及用于确定持久流属性的平均时间。在三个大气层(log tau = -1,0和+1)的流体动力学模拟得到的平滑速度场是LCT结果的参考点。 LCT恢复了许多造粒特性,例如流速分布的形状,平均流速与平均时间之间的关系,以及-在显着平滑模拟速度场的情况下-流动图和散度图的形态特征。然而,水平的适当运动被严重低估了多达三分之二。 LCT流量与logtau = + 1时更深的大气层流量最匹配。

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