J4 ›› 2010, Vol. 40 ›› Issue (5): 1217-1220.

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Recognition of Milankovitch Cycles in Sediments by Using Matlab Functions

ZHAO Qing-le1,ZHANG Shi-hong1,WANG Ting-ting1,WU Huai-chun1,LI Hai-yan1,ZHANG Yuan-hou2   

  1. 1.State Key Laboratory of Geological Processes and Mineral Resources, China University of Geosciences, Beijing 100083, China;
    2.College of Earth Sciences, Jilin University, Changchun 130061,China
  • Received:2010-01-12 Online:2010-09-26 Published:2010-09-26

Abstract:

As an important and new dating method, cyclostratigraphy is extensively used on analyzing data of deep sea core and terrestrial well logs. According to the procedure of data processing during cyclostratigraphic analysis, we write a program to recognize Milankovitch cycles in sediments by combining Matlab functions such as filter, interp1, mean, detrend, variance and pwelch. When used to estimate the power spectra of time series, a better estimation result could be gotten if the parameter settings satisfy certain conditions. These conditions are parameter window should be about equal to the wavelength of the lowest frequency signal among useful signals, parameter noverlap  be equal to 50% of the window length and parameter nfft be equal to the smallest power of two and must be great than the whole length of time series. The program can not be used to estimate the background red noise spectra as well as to estimate the confidence level of spectra peaks should be the shortcomings of the program.

Key words: cyclostratigraphy, Milankovitch cycles, spectral estimation, Matlab

CLC Number: 

  • P53
[1] ZHANG Yun-bo, ZHAO Zong-ju, YUAN Sheng-qiang, ZHENG Min. Application of Spectral Analysis to Identify Milankovitch Cycles and High-Frequency Sequences-Take The Lower Ordovician Yingshan Formation of Mid-Tarim Basin as An Example [J]. J4, 2011, 41(2): 400-410.
[2] WANG Wei, ZHANG Yong-bo, YIE Hao, GUO Jiao, WANG Gan, ZHANG Li-Zhong, CA Zi-Zhao, LIANG Guo-ling, ZHANG Chun-ying. Fuzzy Cluster Analysis of Soft Rocks in Inner Mongolia [J]. J4, 2009, 39(6): 1168-1172.
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