论文标题

V形小行星家庭检测方法的效率表征

Efficiency characterization of the V-shape asteroid family detection method

论文作者

Deienno, Rogerio, Walsh, Kevin J., Delbo, Marco

论文摘要

母体破裂后,Yarkovsky的效应导致小行星家族成员在轨道半神经轴上扩散,速率通常与其直径成反比。这种尺寸依赖性的半轴轴漂移使家庭成员在具有字母V的形状的半轴轴与逆直径平面中形成结构。V形方法在于找到未知中心和开放的V形的边界。尽管成功地在内部主要小行星带中找到了一些非常古老的家庭,但V形搜索方法对许多参数非常敏感。在这项工作中,我们首先创建并发展了一个数十亿年的合成小行星家庭。然后,通过将不确定性添加到进化的合成家族组件的半轴轴和直径上,我们随机生成了额外的99个相似但不是完全V形的家庭克隆。我们为我们的家庭选择了20 m/s的初始速度分散率相当低。因此,我们可以更轻松地将半轴轴的扩散与家庭的年龄(不断发展的V的斜率)联系起来。还创建了具有最初随机分布组件的合成背景,并以100 MYR的形式创建并进化。因此,通过设置合成家族和背景小行星的不同水平,我们得出了V形方法的检测效率图,并确定结果如何基于信噪比的水平。我们还确定了该方法效率的最佳参数值。我们发现,大约3 Gyr的家庭可能无法检测到,方法效率为50%或更少,而该方法更容易检测到年轻家庭(0.5---2.5 Gyr),效率> 80%。

Following the break up of a parent body, the Yarkovsky effect causes asteroid family members to spread in orbital semimajor axis with a rate often inversely proportional to their diameter. This size dependent semimajor axis drift causes family members to form structures in the semimajor axis vs inverse diameter plane that have the shape of the letter V. The V-shape method consists in finding the borders of such V-shapes of unknown center and opening. Although successfully employed to find some very old families in the inner main asteroid belt, the V-shape searching method is very sensitive to many parameters. In this work, we first created and evolved a synthetic asteroid family over billions of years. Then, by adding uncertainties to semimajor axis and diameter of the evolved synthetic family components, we randomly generated additional 99 similar, but not perfectly V-shaped, family clones. We chose a fairly low initial velocity dispersion of 20 m/s for our family. Thus, we can more easily relate the spreading in semimajor axis with the family's age (slope of the evolving V). A synthetic background with an initially randomly distributed components was also created and evolved for 100 Myr. Thus, by setting different levels of ratio of the synthetic family and background asteroids, we derived a detection efficiency map for the V-shape method and determined how sensitive the results can be based on signal-to-noise levels. We also determined optimal parameter values for the method's efficiency. We found that, families older than ~3 Gyr are likely undetectable, with a method efficiency of 50% or less, whereas younger families (0.5--2.5 Gyr) are more easily detected by the method, with an efficiency of >80%.

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