IMPLEMENTATION AND OPERATION OF 3 FRACTAL MEASUREMENT ALGORITHMS FOR ANALYSIS OF REMOTE-SENSING DATA

被引:63
作者
JAGGI, S
QUATTROCHI, DA
LAM, NSN
机构
[1] NASA,ES42 GEORGE C MARSHALL SPACE FLIGHT CTR,DIV EARTH SCI & APPLICAT,HUNTSVILLE,AL 35812
[2] LOCKHEED ENGN & SCI CO,DEPT MAN SYST,HOUSTON,TX 77058
[3] LOUISIANA STATE UNIV,DEPT GEOG & ANTHROPOL,BATON ROUGE,LA 70803
关键词
FRACTAL MEASUREMENT; REMOTE SENSING; LINE-DIVIDER; ISARITHM; TRIANGULAR PRISM; VARIOGRAM;
D O I
10.1016/0098-3004(93)90048-A
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Fractal geometry is increasingly becoming a useful tool for modeling natural phenomena. As an alternative to Euclidean concepts, fractals allow for a more accurate representation of the nature of complexity in natural boundaries and surfaces. The purpose of this paper is to introduce and implement three algorithms in C code for deriving fractal measurement from remotely sensed data. These three methods are: the line-divider method, the variogram method, and the triangular prism method. Remote-sensing data acquired by NASA's Calibrated Airborne Multispectral Scanner (CAMS) are used to compute the fractal dimension using each of the three methods. These data were obtained as a 30 m pixel spatial resolution over a portion of western Puerto Rico in January 1990. A description of the three methods, their implementation in PC-compatible environment, and some results of applying these algorithms to remotely sensed image data are presented.
引用
收藏
页码:745 / 767
页数:23
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