The gliding box method for multifractal modeling

被引:74
作者
Chen, QM [1 ]
机构
[1] York Univ, Dept Earth & Atmospher Sci, N York, ON M3J 1P3, Canada
[2] York Univ, Dept Geog, N York, ON M3J 1P3, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
multifractal; gliding box; box-counting; multiplier method; remote sensing; alteration detection; geographic information system;
D O I
10.1016/S0098-3004(99)00068-0
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The so-called 'gliding box' algorithm proposed originally for lacunarity analysis has been extended to multifractal modeling and provides an alternative to the 'box-counting' method for implementing multifractal modeling. This method can be used to implement several multifractal techniques including but not limited to the moment and multiplier methods. The results obtained by the 'gliding box' and 'box-counting' methods for multifractal modeling show the gliding box method may provide better results with less uncertainty when the number of samples and data resolution are limited. Both methods have been applied with the aid of geographic information systems (GIS) to remote sensing data. It is relatively straightforward to implement the gliding box method with the aid of GIS for comparison with the box-counting method. The pixel values of the Landsat TM imagery band 5 from the Mitchell-Sulphurets Area, northwestern BC, Canada, were analyzed as multifractal measure using both box-counting and gliding box algorithm yielding the characteristic values tau(0) approximate to -2, tau(1) approximate to 0, and tau(2) approximate to 1.92. (C) 1999 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码:1073 / 1079
页数:7
相关论文
共 17 条
[1]   CHARACTERIZING THE LACUNARITY OF RANDOM AND DETERMINISTIC FRACTAL SETS [J].
ALLAIN, C ;
CLOITRE, M .
PHYSICAL REVIEW A, 1991, 44 (06) :3552-3558
[2]  
[Anonymous], NONLINEAR VARIABILIT
[3]   DETERMINATION OF F (ALPHA) FOR A LIMITED RANDOM POINT SET [J].
ATMANSPACHER, H ;
SCHEINGRABER, H ;
WIEDENMANN, G .
PHYSICAL REVIEW A, 1989, 40 (07) :3954-3963
[4]  
Cheng Q., 1997, P INT ASS MATH GEOL, V1, P57
[5]   Markov processes and discrete multifractals [J].
Cheng, QM .
MATHEMATICAL GEOLOGY, 1999, 31 (04) :455-469
[6]   Comparison between two types of multifractal modeling [J].
Cheng, QM ;
Agterberg, FP .
MATHEMATICAL GEOLOGY, 1996, 28 (08) :1001-1015
[7]   Multifractal modeling and lacunarity analysis [J].
Cheng, QM .
MATHEMATICAL GEOLOGY, 1997, 29 (07) :919-932
[8]   Discrete multifractals [J].
Cheng, QM .
MATHEMATICAL GEOLOGY, 1997, 29 (02) :245-266
[9]   NEGATIVE DIMENSIONS - THEORY, COMPUTATION, AND EXPERIMENT [J].
CHHABRA, AB ;
SREENIVASAN, KR .
PHYSICAL REVIEW A, 1991, 43 (02) :1114-1117
[10]  
*ESRI, 1995, UND GIS ARC INFO MET