• DocumentCode
    2119262
  • Title

    Potential Field Separation Based on the Empirical Mode Decomposition and its Application

  • Author

    Zeng Qinqin ; Liu Tianyou

  • Author_Institution
    Inst. of Geophys. & Geomatics, China Univ. of Geosci., Wuhan, China
  • fYear
    2009
  • fDate
    17-19 Oct. 2009
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    The empirical mode decomposition (EMD) proposed by Norden E Huang is a kind of spatial and temporal filtering process in terms of the signal extremum characteristic scales. The decomposed component contains different bands of frequencies from high to low, and the residual value is the signal trend component representing the signal averaged trend, that is similar to the region anomalies in the geophysical field. Based on this theory, using the EMD to separate the geophysical potential field was proposed in this article. Compared to the conventional methods of moving average and trend analysis, the EMD method is with less artifical influence, and we needn´t set any parameters beforehand. Otherwise, it reflects the potential field intrinsic physical characteristics better. With the EMD, we got satisfactory results in magnetic data processing for igneous rocks exploration related to oil and gas reservoirs of Carboniferous system in certain area of Junggar Basin.
  • Keywords
    filtering theory; geophysical signal processing; moving average processes; carboniferous system; empirical mode decomposition; field separation; moving average; signal extremum characteristic scales; signal trend component; spatial and temporal filtering process; trend analysis; Filtering; Frequency; Geology; Geophysics; Hydrocarbon reservoirs; Laboratories; Magnetic analysis; Petroleum; Signal processing; Steady-state;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image and Signal Processing, 2009. CISP '09. 2nd International Congress on
  • Conference_Location
    Tianjin
  • Print_ISBN
    978-1-4244-4129-7
  • Electronic_ISBN
    978-1-4244-4131-0
  • Type

    conf

  • DOI
    10.1109/CISP.2009.5302769
  • Filename
    5302769