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Fractal Dimension and Applications in Landscape Ecology Jiquan Chen University of Toledo Feb. 21, 2005 The Euclidean dimension of a point is zero, of a.

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Presentation on theme: "Fractal Dimension and Applications in Landscape Ecology Jiquan Chen University of Toledo Feb. 21, 2005 The Euclidean dimension of a point is zero, of a."— Presentation transcript:

1 Fractal Dimension and Applications in Landscape Ecology Jiquan Chen University of Toledo Feb. 21, 2005 The Euclidean dimension of a point is zero, of a line segment is one, a square is two, and of a cube is three. In general, the fractal dimension is not an integer, but a fractional dimensional (i.e., the origin of the term fractal by Mandelbrot 1967)

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3 Sierpinski Carpet generated by fractals

4 So what is the dimension of the Sierpinski triangle? How do we find the exponent in this case? For this, we need logarithms. Note that, for the square, we have N^2 self-similar pieces, each with magnification factor N. So we can write: http://math.bu.edu/DYSYS/chaos-game/node6.html

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6 Self-similarity One of the basic properties of fractal images is the notion of self- similarity. This idea is easy to explain using the Sierpinski triangle. Note that S may be decomposed into 3 congruent figures, each of which is exactly 1/2 the size of S! See Figure 7. That is to say, if we magnify any of the 3 pieces of S shown in Figure 7 by a factor of 2, we obtain an exact replica of S. That is, S consists of 3 self-similar copies of itself, each with magnification factor 2.

7 Triadic Koch Island

8 1)r 1 =1/2, N 1 =2 2)R 2 =1/4, N 2 =4 D=0

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10 http://mathworld.wolfram.com/Fractal.html

11 A geometric shape is created following the same rules or by the same processes – inducing a self-similar structure Coastal lines Stream networks Number of peninsula along the Atlantic coast Landscape structure Movement of species …

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15 Wiens et al. 1997, Oikos 78: 257-264

16 Vector-BasedRaster-Based

17 Figure 11: The Sierpinski hexagon and pentagon

18 n mice start at the corners of a regular n-gon of unit side length, each heading towards its closest neighboring mouse in a counterclockwise

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