DocumentCode :
3403747
Title :
Application of fractal geometry to modelling nature
Author :
Willers, CJ
fYear :
1988
fDate :
32318
Firstpage :
123
Lastpage :
129
Abstract :
An overview and some experimental results are presented on the use of fractal geometry to describe geographical topography and for the synthesis of new topographic surfaces. An informal introduction to the basic concepts of fractal geometry is first given to illustrate the principles, followed by a more formal description. Since topography models are based on Brown surfaces, Brown functions, also called Weiner functions, are considered in some detail. A method is proposed for determining the fractal dimension of a surface on a regular square grid. Experiments with surfaces created by midpoint displacement and methods indicate that, for finite data sets, the relationship for the fractal dimension does not hold for H approaching unity or zero, where the parameter H defines the fractional degree of integration or differentiation of the Brown function. A 400 km2 area near Pretoria is analyzed to find its surface fractal dimensions. An approach to synthetic generation of topographic surfaces is also described
Keywords :
computerised picture processing; fractals; geography; geometry; topography (Earth); Brown functions; Brown surfaces; Pretoria; Weiner functions; finite data sets; fractal geometry; geographical topography; midpoint displacement; nature modelling; regular square grid; Discrete Fourier transforms; Fractals; Frequency domain analysis; Gaussian noise; Geometry; Kernel; Length measurement; Shape; Solid modeling; Surface topography;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Communications and Signal Processing, 1988. Proceedings., COMSIG 88. Southern African Conference on
Conference_Location :
Pretoria
Print_ISBN :
0-87942-709-4
Type :
conf
DOI :
10.1109/COMSIG.1988.49314
Filename :
49314
Link To Document :
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