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Scaling of power spectrum of extinction events in the fossil record

机译:化石记录中灭绝事件的功率谱标度

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摘要

The fast Fourier transform, maximum entropy method. Lomb's method of spectral analysis and rescaled range analysis are applied to the study of extinction patterns. Using a database of marine families from mid-Permian to Pleistocene, it is shown that a long-range correlation is present. Since the data record is non-stationary and unevenly spaced, linear interpolation is carried out for obtaining evenly spaced data. The data are also de-trended from their mean to obtain a stationary time series. Scaling behavior is observed in both interpolated and detrended unevenly spaced data. Application of the randomization test on both interpolated and de-trended data revealed that the interpolated data lost the randomness of the original record due to a smoothing effect, while the de-trended data retained the randomness property and based on stationarity assumption, yields a contradictory result, and is independent of the interpolation technique used to fill gaps in the discontinuous fossil record.
机译:快速傅立叶变换,最大熵方法。 Lomb的光谱分析和标度范围分析方法被用于消光模式的研究。使用从二叠纪中期到更新世的海洋家庭数据库,表明存在长期相关性。由于数据记录是不稳定的且间隔不均匀,因此执行线性插值以获取间隔均匀的数据。数据也从其均值去趋势,以获得平稳的时间序列。在插值和去趋势不均匀的数据中均观察到缩放行为。将随机化测试应用于插值和去趋势的数据都显示,由于平滑效果,插值数据失去了原始记录的随机性,而去趋势的数据保留了随机性,并且基于平稳性假设,产生了矛盾结果,并且与用于填充不连续化石记录中的间隙的插值技术无关。

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