Mehta Amit P, Dahmen Karin A, Ben-Zion Yehuda
Department of Physics, University of Illinois at Urbana-Champaign, 61801-3080, USA.
Phys Rev E Stat Nonlin Soft Matter Phys. 2006 May;73(5 Pt 2):056104. doi: 10.1103/PhysRevE.73.056104. Epub 2006 May 5.
Earthquake phenomenology exhibits a number of power law distributions including the Gutenberg-Richter frequency-size statistics and the Omori law for aftershock decay rates. In search for a basic model that renders correct predictions on long spatiotemporal scales, we discuss results associated with a heterogeneous fault with long-range stress-transfer interactions. To better understand earthquake dynamics we focus on faults with Gutenberg-Richter-like earthquake statistics and develop two universal scaling functions as a stronger test of the theory against observations than mere scaling exponents that have large error bars. Universal shape profiles contain crucial information on the underlying dynamics in a variety of systems. As in magnetic systems, we find that our analysis for earthquakes provides a good overall agreement between theory and observations, but with a potential discrepancy in one particular universal scaling function for moment rates. We primarily use mean field theory for the theoretical analysis, since it has been shown to be in the same universality class as the full three-dimensional version of the model (up to logarithmic corrections). The results point to the existence of deep connections between the physics of avalanches in different systems.
地震现象学呈现出许多幂律分布,包括古登堡-里希特频率-震级统计和余震衰减率的大森定律。为了寻找一个能在长时间空尺度上做出正确预测的基本模型,我们讨论了与具有长程应力传递相互作用的非均匀断层相关的结果。为了更好地理解地震动力学,我们关注具有类似古登堡-里希特地震统计的断层,并开发了两个通用标度函数,这是对该理论与观测结果的比仅仅具有大误差条的标度指数更强的检验。通用形状轮廓包含了各种系统中潜在动力学的关键信息。正如在磁系统中一样,我们发现我们对地震的分析在理论和观测之间提供了良好的总体一致性,但在一个特定的矩率通用标度函数中存在潜在差异。我们主要使用平均场理论进行理论分析,因为它已被证明与模型的完整三维版本属于同一普适类(直到对数修正)。结果表明不同系统中雪崩物理学之间存在深刻联系。