Box-counting is a third approach to computing dimensions of rivers. 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(r) the number of boxes of side length r needed to cover the river trace,
we expect
N(r) = kr-D.
Plotting Log(N(s)) versus Log(1/s) should give points lying approximately on a straight line of slope D.
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Here is a table of the data in these three pictures.
| side length r | number of boxes N(r) |
| 1/4 | 52 |
| 1/8 | 115 |
| 1/16 | 275 |
The plot
of Log(N(r) vs Log(1/r) shows the points lie very nicely along a straight
line of slope 1.2. So at least in this range of scales, this part of the Mississippi
River has dimension

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