Update on the indication of a mass-dependent anisotropy above 1018.7 eV in the hybrid data of the Pierre Auger Observatory

E. Mayotte, T. Fitoussi
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引用次数: 2

Abstract

We test for an anisotropy in the mass of arriving cosmic-ray primaries associated with the galactic plane. The sensitivity to primary mass is obtained through the depth of shower maximum, X max, extracted from hybrid events measured over a 14-year period at the Pierre Auger Observatory. The sky is split into distinct on-and off-plane regions using the galactic latitude of each arriving cosmic ray to form two distributions of X max, which are compared using an Anderson-Darling 2-samples test. A scan over roughly half of the data is used to select a lower threshold energy of 1018.7 eV and a galactic latitude splitting at |b| = 30°, which are set as a prescription for the remaining data. With these thresholds, the distribution of X max from the on-plane region is found to have a 9.1±1.6−2.2+2.1g/cm2 shallower mean and a 5.9±2.1−2.5+3.5g/cm2 narrower width than that of the off-plane region and is observed in all telescope sites independently. These di↵erences indicate that the mean mass of primary particles arriving from the on-plane region is greater than that of those from the off-plane region. Monte Carlo studies yield a 5.9 ×10−6 random chance probability for the result in the independent data, lowering to a 6.0 × 10−7 post-penalization random chance probability when the scanned data is included. Accounting for systematic uncertainties leads to an indication for anisotropy in mass composition above 1018.7 eV with a 3.3 σ-significance. Furthermore, the result has been newly tested using additional FD data recovered from the selection process. This test independently disfavors the on-and off-plane regions being uniform in composition at the 2.2 σ-level, which is in good agreement with the expected sensitivity of the dataset used for this test.
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皮埃尔·奥格天文台混合数据中1018.7 eV以上质量相关各向异性指示的更新
我们测试了与银河平面相关的到达的宇宙射线初级质量的各向异性。对主质量的敏感度是通过最大流星雨的深度来获得的,X max是从皮埃尔·奥格天文台14年期间测量的混合事件中提取的。利用每条到达的宇宙射线的银河系纬度,将天空分成不同的平面内和平面外区域,形成两个X max分布,并使用安德森-达令二样本测试对其进行比较。对大约一半的数据进行扫描,以选择较低的阈值能量为1018.7 eV和银河系纬度分裂在|b| = 30°,这被设置为剩余数据的处方。利用这些阈值,发现平面内区域的X max分布比平面外区域的平均值浅9.1±1.6−2.2+2.1g/cm2,宽度窄5.9±2.1−2.5+3.5g/cm2,并且在所有望远镜位置都独立观测到。这些差异表明,来自面内区域的主粒子的平均质量大于来自面外区域的主粒子的平均质量。蒙特卡罗研究为独立数据的结果产生5.9 ×10−6的随机机会概率,当扫描数据包括在内时,降低到6.0 ×10−7的惩罚后随机机会概率。考虑到系统不确定性,质量组成的各向异性指标在1018.7 eV以上,显著性为3.3 σ。此外,使用从选择过程中恢复的额外FD数据对结果进行了新的测试。该测试独立地排除了平面内和平面外区域在2.2 σ-水平上组成均匀的情况,这与用于该测试的数据集的预期灵敏度很好地一致。
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