【摘要】 高阶统计量是研究非高斯过程,非最小相位信号和非线性系统的有力工具,其应用领域已涉及通信、地球物理、生物医学、故障诊断等。本文对嘉峪关和乾陵2个地磁台站1998～2002年期间的地磁垂直分量(Z)资料运用高阶统计量方法进行处理,探讨陇西及其周边地区地震活动与地磁场变化之间相互关系,并将其结果与相关分析和线性拟合方法的结果进行对比。结果发现,高阶统计量异常一般早于两台Z分量相关系数和嘉峪关台Z分量线性拟合差异常1～2个月出现,且三阶矩(三阶累积量)的异常变化幅度在5～10之间,四阶矩的异常幅度在50以上,甚至达到150,四阶累积量的异常幅度在10～60之间。这些表明在震磁效应的统计分析研究中引入高阶统计量方法的必要性及其在地震预报中的潜力和良好前景。更多还原

【Abstract】 Higher-Order Statistics (HOS) is a useful tool for studying non-Gaussian process, non-minimum phase system and nonlinear systems. The HOS method has been applied widely in different fields such as communication, geophysics, biomedical, failure diagnosis etc. the data of geomagnetic vertical component in Jiayuguan and Qianling Seismostation from 1998 to 2002 is processed with HOS method, and the relationship between the seismicity and the variations of geomagnetic field in west Gansu and its adjacent area is discussed. Through comparing the results with those from correlative analysis and linear fitting we found that the anomalies of HOS appeared 1~2 months earlier than those of correlation coefficient and linear fitting before an earthquake. Usually, the variation of third order moment anomaly (third order cumulant) is from 5 to 10, and of the fourth order is from 10 to 60. The magnitude of fourth order moment anomalies is over 50, sometimes even reach 150. The results show it is significant to introduce HOS method into the statistics of seismo-magnetic effect.更多还原