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Charge-dependent spectral softenings of primary cosmic-rays from proton to iron below the knee

DAMPE Collaboration, Francesca Alemanno, Qi An, Philipp Azzarello, Felicia-Carla-Tiziana Barbato, Paolo Bernardini, Xiao-Jun Bi, Hugo Valentin Boutin, Irene Cagnoli, Ming-Sheng Cai, Elisabetta Casilli, Jin Chang, Deng-Yi Chen, Jun-Ling Chen, Zhan-Fang Chen, Zi-Xuan Chen, Paul Coppin, Ming-Yang Cui, Tian-Shu Cui, Ivan De Mitri, Francesco de Palma, Adriano Di Giovanni, Tie-Kuang Dong, Zhen-Xing Dong, Giacinto Donvito, Jing-Lai Duan, Kai-Kai Duan, Rui-Rui Fan, Yi-Zhong Fan, Fang Fang, Kun Fang, Chang-Qing Feng, Lei Feng, Sara Fogliacco, Jennifer-Maria Frieden, Piergiorgio Fusco, Min Gao, Fabio Gargano, Essna Ghose, Ke Gong, Yi-Zhong Gong, Dong-Ya Guo, Jian-Hua Guo, Shuang-Xue Han, Yi-Ming Hu, Guang-Shun Huang, Xiao-Yuan Huang, Yong-Yi Huang, Maria Ionica, Lu-Yao Jiang, Wei Jiang, Yao-Zu Jiang, Jie Kong, Andrii Kotenko, Dimitrios Kyratzis, Shi-Jun Lei, Bo Li, Manbing Li, Wei-Liang Li, Wen-Hao Li, Xiang Li, Xian-Qiang Li, Yao-Ming Liang, Cheng-Ming Liu, Hao Liu, Jie Liu, Shu-Bin Liu, Yang Liu, Francesco Loparco, Miao Ma, Peng-Xiong Ma, Tao Ma, Xiao-Yong Ma, Giovanni Marsella, Mario-Nicola Mazziotta, Dan Mo, Yu Nie, Xiao-Yang Niu, Andrea Parenti, Wen-Xi Peng, Xiao-Yan Peng, Chiara Perrina, Enzo Putti-Garcia, Rui Qiao, Jia-Ning Rao, Yi Rong, Andrea Serpolla, Ritabrata Sarkar, Pierpaolo Savina, Zhi Shangguan, Wei-Hua Shen, Zhao-Qiang Shen, Zhong-Tao Shen, Leandro Silveri, Jing-Xing Song, Hong Su, Meng Su, Hao-Ran Sun, Zhi-Yu Sun, Antonio Surdo, Xue-Jian Teng, Andrii Tykhonov, Gui-Fu Wang, Jin-Zhou Wang, Lian-Guo Wang, Shen Wang, Xiao-Lian Wang, Yan-Fang Wang, Da-Ming Wei, Jia-Ju Wei, Yi-Feng Wei, Di Wu, Jian Wu, Sha-Sha Wu, Xin Wu, Zi-Qing Xia, Zheng Xiong, En-Heng Xu, Hai-Tao Xu, Jing Xu, Zhi-Hui Xu, Zi-Zong Xu, Zun-Lei Xu, Guo-Feng Xue, Ming-Yu Yan, Hai-Bo Yang, Peng Yang, Ya-Qing Yang, Hui-Jun Yao, Yu-Hong Yu, Qiang Yuan, Chuan Yue, Jing-Jing Zang, Sheng-Xia Zhang, Wen-Zhang Zhang, Yan Zhang, Ya-Peng Zhang, Yi Zhang, Yong-Jie Zhang, Yong-Qiang Zhang, Yun-Long Zhang, Zhe Zhang, Zhi-Yong Zhang, Cong Zhao, Hong-Yun Zhao, Xun-Feng Zhao, Chang-Yi Zhou, Xun Zhu, Yan Zhu

Abstract

In most particle acceleration mechanisms, the maximum energy of the cosmic rays can achieve is charge dependent. However, the observational verification of such a fundamental relation is still lack due to the difficulty of measuring the spectra of individual particles from one (kind of) source(s) up to very high energies. This work reports direct measurements of the carbon, oxygen, and iron spectra from ~ 20 gigavolts to ~ 100 teravolts (~ 60 teravolts for iron) with 9 years of on-orbit data collected by the Dark Matter Particle Explorer (DAMPE). Distinct spectral softenings have been directly detected in these spectra for the first time. Combined with the updated proton and helium spectra, the spectral softening appears universally at a rigidity of ~ 15 teravolts. A nuclei mass dependent softening is rejected at a confidence level of > 99.999%. Taking into account the correlated structures at similar energies in the large-scale anisotropies of cosmic rays, one of the most natural interpretations of the spectral structures is the presence of a nearby cosmic ray source. In this case, the softening energies correspond to the acceleration upper limits of such a source, forming the so-called Peters cycle of the spectra. The results thus offer observational verification of the long-standing prediction of the charge-dependent energy limit of cosmic ray acceleration.

Charge-dependent spectral softenings of primary cosmic-rays from proton to iron below the knee

Abstract

In most particle acceleration mechanisms, the maximum energy of the cosmic rays can achieve is charge dependent. However, the observational verification of such a fundamental relation is still lack due to the difficulty of measuring the spectra of individual particles from one (kind of) source(s) up to very high energies. This work reports direct measurements of the carbon, oxygen, and iron spectra from ~ 20 gigavolts to ~ 100 teravolts (~ 60 teravolts for iron) with 9 years of on-orbit data collected by the Dark Matter Particle Explorer (DAMPE). Distinct spectral softenings have been directly detected in these spectra for the first time. Combined with the updated proton and helium spectra, the spectral softening appears universally at a rigidity of ~ 15 teravolts. A nuclei mass dependent softening is rejected at a confidence level of > 99.999%. Taking into account the correlated structures at similar energies in the large-scale anisotropies of cosmic rays, one of the most natural interpretations of the spectral structures is the presence of a nearby cosmic ray source. In this case, the softening energies correspond to the acceleration upper limits of such a source, forming the so-called Peters cycle of the spectra. The results thus offer observational verification of the long-standing prediction of the charge-dependent energy limit of cosmic ray acceleration.

Paper Structure

This paper contains 6 equations, 6 figures, 7 tables.

Figures (6)

  • Figure 1: DAMPE measured rigidity spectra (red dots) of carbon, oxygen, and iron, together with the updated results of protons and helium, weighted by $R^{2.6}$. The results from AMS-02 AMS:2017seoAMS:2021lxcAMS:2021nhj, CALET Adriani:2020wygCALET:2021fksCALET:2022vroCALET:2023nif, and ISS-CREAM Choi:2022aht are overplotted for comparison.
  • Figure 2: The break energy of the softening divided by $Z$ (left) or $A$ (right) as a function of particle charge for different nuclear species. The shaded regions represent the average softening energies of the particles heavier than proton. The softening energies are well proportional to the particle charge rather than the particle mass.
  • Figure 3: Comparison of DAMPE proton (top-left panel) and oxygen (top-right panel) fluxes with the predictions of the two-component model, and the predicted amplitudes (bottom-left panel) and phases (bottom-right panel) of the dipole anisotropies. References of the anisotropy data are: ARGO-YBJ ARGO-YBJ:2018zoa, Baksan Alekseenko:2009ew, EAS-TOP EAS-TOP:2009nld, IceCube IceCube:2016biq, IceTop IceCube:2016biq, KASCADE-Grande 2015ICRC...34..281C, MACRO MACRO:2002qsl, Super-K Super-Kamiokande:2005plj, Tibet-AS$\gamma$Amenomori:2017jbv.
  • Figure S1: The charge distributions for different $Z$ ranges in two deposited energy bins : $0.5 < E_{\rm dep} < 1$ TeV (left), and $10 < E_{\rm dep} < 100$ TeV (right). The flight data are shown by black dots. Dashed lines with different colors show the best-fit MC simulated samples of proton, helium and other nuclei. The sum of MC samples is shown by the red line.
  • Figure S2: Relative uncertainties of the flux measurements from different contributions for proton (a), helium (b), carbon (c), oxygen (d) and iron (e). The systematic uncertainties in analysis, shown in black, are the quadratic sum of all systematic contributions except for the one from hadronic model.
  • ...and 1 more figures