Multifractal modeling and lacunarity analysis

被引:100
作者
Cheng, QM
机构
[1] Dept. of Earth and Atmosph. Science, York University, North York
来源
MATHEMATICAL GEOLOGY | 1997年 / 29卷 / 07期
基金
加拿大自然科学与工程研究理事会;
关键词
multifractals; fractal; lacunarity; gliding box; box-counting; moments;
D O I
10.1023/A:1022355723781
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
The so-called ''gliding box method'' of lacunarity analysis has been investigated for implementing multifractal modeling in comparison with the ordinary box-counting method. Newly derived results show that the lacunarity index is associated with the dimension (codimension) of fractal, multifractal and some types of nonfractals in power-law relations involving box sire; the exponent of the lacunarity function corresponds to the fractal codimension (E - D) for fractals and nonfractals, and to the correlation codimension (E - tau(2)) for multifractals. These results are illustrated with two case studies: De Wijs's zinc concentration values from the Pulacayo sphalerite-quartz vein in Bolivia and Cochran's tree seedlings example. Both yield low lacunarities and slightly depart from translational invariance.
引用
收藏
页码:919 / 932
页数:14
相关论文
共 24 条
  • [1] AGTERBERG F.P., 1993, NONRENEWABLE RESOURC, V2, P312, DOI DOI 10.1007/BF02257541
  • [2] AGTERBERG FP, 1994, QUANT GEO G, V6, P223
  • [3] CHARACTERIZING THE LACUNARITY OF RANDOM AND DETERMINISTIC FRACTAL SETS
    ALLAIN, C
    CLOITRE, M
    [J]. PHYSICAL REVIEW A, 1991, 44 (06): : 3552 - 3558
  • [4] [Anonymous], NONLINEAR VARIABILIT
  • [5] CHENG Q, 1996, NONRENEWABLE RESOURC, V5, P117, DOI DOI 10.1007/BF02257585
  • [6] CHENG Q, 1995, P GEOMATICS 95 CDROM
  • [7] Cheng Q.M, 1994, THESIS U OTTAWA CANA
  • [8] Comparison between two types of multifractal modeling
    Cheng, QM
    Agterberg, FP
    [J]. MATHEMATICAL GEOLOGY, 1996, 28 (08): : 1001 - 1015
  • [9] Discrete multifractals
    Cheng, QM
    [J]. MATHEMATICAL GEOLOGY, 1997, 29 (02): : 245 - 266
  • [10] MULTIFRACTAL MODELING AND SPATIAL POINT-PROCESSES
    CHENG, QM
    AGTERBERG, FP
    [J]. MATHEMATICAL GEOLOGY, 1995, 27 (07): : 831 - 845