Advanced Search

Indexed by SCI、CA、РЖ、PA、CSA、ZR、etc .

Volume 12 Issue 1
Mar 2001
Turn off MathJax
Article Contents
Qiuming Cheng. Selection of Multifractal Scaling Breaks and Separation of Geochemical and Geophysical Anomaly. Journal of Earth Science, 2001, 12(1): 54-59.
Citation: Qiuming Cheng. Selection of Multifractal Scaling Breaks and Separation of Geochemical and Geophysical Anomaly. Journal of Earth Science, 2001, 12(1): 54-59.

Selection of Multifractal Scaling Breaks and Separation of Geochemical and Geophysical Anomaly

Funds:

NSERC Grant and PREA Grant 

  • Received Date: 25 Feb 2001
  • Accepted Date: 10 Mar 2001
  • Spatially superimposed multiple processes such as multiplicative cascade processes often generate multifractal measures possessing so-called self-similarity or self-affinity that can be described by power-law type of functions within certain scale ranges The multifractalities can be estimated by applying multifractal modeling to the measures reflecting the characteristics of the physical processes such as the element concentration values analyzed in rock and soil samples and caused by the underlying mineralization processes and the other geological processes. The local and regional geological processes may result in geochemical patterns with distinct multifractalities as wall as variable scaling ranges. Separation of these multifractal measures on the basis of both the distinct multifractalities and the scaling ranges will be significant for both theoretical studies of multifractal modeling and its applications. Multifractal scaling breaks have been observed from various multifractal patterns. This paper introduces a technique for separating multifractal measures on the basis of scaling breaks. It has been demonstrated that the method is effective for decomposing geochemical and geophysical anomalies required for mineral exploration. A dataset containing the element concentration values of potassium and phosphorus in soil samples was employed for demonstrating the application of the method for studying the fertilizer and yield optimization in agriculture.

     

  • loading
  • Agterberg F P, 1994. Fractals, Multifractals, and Change of Support. In: Dimitrakopoulos R, ed. Geostatistics for the Next Century. Kluwer: Dordrecht. 223-234
    Agterberg F P, 1995. Multifractal Modeling of the Sizes and Grades of Giant and Supergiant Deposits. International Geology Review, 37(1): 1-8 doi: 10.1080/00206819509465388
    Agterberg F P, 2001. Multifractal Simulation of Geochemical Map Patterns. Journal of China University of Geosciences, 12(1): 30-31
    Agterberg F P, Cheng Q, Wright D F, 1993. Fractal Modeling of Mineral Deposits. In: EIbrond J, Tang X, eds. Proceedings, APCOM XXIV, International Symposium on the Application of Computers and Operations Research in the Mineral Industries. Montreal, Canada: Canad Inst Mining Metall. 43-53
    Cheng Q, 2000. Multifractal Modeling and Spectrum Analysis of the Gamma Ray Spectrometer Data from Nova Scotia: Submitted to Math. Geology
    Cheng Q, 1999a. Multifractality and Spatial Statistics. Computer & Geosciences, 25(9): 949-961
    Cheng Q, 1999b. Markov Processes and Discrete Mutifractals. Mathematical Geology, 31: (4): 455-469 doi: 10.1023/A:1007594709250
    Cheng Q, Xu Y, Grunsky E, 2000a. Multifractal Power Spectrum-Area Method for Geochemical Anomaly Separation. Natural Resources Research, 9(1): 43-51 doi: 10.1023/A:1010109829861
    Cheng Q, Li Q, Xu Y, 2000b. Self-Similarity and Affinity Recorgnition and Geochemical Anomaly Separation. In: Proceedings of GAC/MAC Meeting GeoCanada2000, May 29 to June, 2, 2000, Calgary, CD from the Geological Association of Canada
    Cheng Q, Xu Y, Grunsky E, 1999. Integrated Spatial and Spectral Analysis for Geochemical Anomaly Separation. In: Lippard S J, Naess A, Sinding-Larsen R, eds. Proceedings of the Fifth Annual Conference of the International Association for Mathematical Geology, 1: 87-92
    Cheng Q, Qing P, Henny F, 1997. Statistical and Fractal/ Multifractal Analysis of Surface Stream Patterns in the Oak Ridges Moraine, Ontario. In: Pawlowsky-Glahn V, ed. Proceedings of the International Mathematical Geology Association Conference, 1: 280-286
    Cheng Q, Bonham-Carter G F, Agterberg F P, 1995. GIS Treatment of Multifractality of Spatial Objects. CD of Proceedings Geomatics' 95 on CDRom Available from Survey and Mapping Branch, NRCan, 615 Booth Street, Ottawa, Canada
    Cheng Q, Agterberg F P, Ballantyne S B, 1994. Separation of Geochemical Anomalies from Background Using Fractal Methods. J Geochemical Exploration, 51(2): 109-130
    Esri Ine, 2000. ESRIDATA with ArcView 3.2. Environmental Systems Research Institute, ArcView GIS Software
    Pilkington M, GregoM E, Todoeschuck J P, 1994. Using Fractal Crustal Magnetization Models in Magnetic Interpretation. Geophysical Prospecting, 42(6): 667-692
    Schertzer D, Lovejoy S, 1991. Non-linear Variability in Geophysics. Kluwer: Dordrecht. 318.
    Xu Y, Cheng Q, 2000. Geochemical and Geophysical Data Processing Aided by "Multiftractal-Spectrum" Filters for GIS-Based Mineral Exploration. Journal of China University of Geosciences, 11(2): 128-130
    Xu Y, Cheng Q, 2001a. A Fractal Filtering Method for Processing Geochemical Map for Mineral Exploration. Journal of Geochemistry: Exploration, Environment, and Analysis, 1(2): (in Press)
    Xu Y, Cheng Q, 2001b. Detection of Alterations Using GIS Techniques. Jourmal of Economic Geology (under review)
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Figures(8)

    Article Metrics

    Article views(918) PDF downloads(18) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return