Panorama of Fractals and Their Uses

Rivers

Box-counting is a familiar approach to computing dimensions, applicable to rivers with the usual cautions. Below we see a trace of part of the Mississippi river, covered by a sequence of smaller boxes. Notice that smaller boxes pick up more detail of the river. Denoting by
N(s) the number of boxes of side length s needed to cover the river trace,
we expect
N(s) = k⋅(1/s)D.
Plotting Log(N(s)) versus Log(1/s) should give points lying approximately on a straight line of slope D.
Here is a table of the data in these three pictures.
side length s number of boxes N(s)
1/4 52
1/8 115
1/16 275
The plot of Log(N(s) vs Log(1/s) shows the points lie very nicely along a straight line of slope 1.2. So at least in this range of scales, the data suggest this part of the Mississippi River has dimension D ≈ 1.2.
This illustrates the principal and is not meant to be a serious computation of dimension. A much higher resolution picture and a larger range of box sizes, extending to a much smaller scale, would be needed before a believable result could be obtained.

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