We suggest a geometrical model for the distribution of luminous matter in t
he Universe, where the apparent dimension. D(I), increases linearly with th
e logarithm of the scale I. Beyond the correlation length, xi, the Universe
is homogeneous, and D = 3. Comparison with data from the SARS redshift cat
alog. and the LEDA database provides a good fit with a correlation length x
i similar to 300 Mpc. This type of scaling structure was recently discovere
d in a simple reaction-diffusion "forest-fire" model, indicating a broad cl
ass of scaling phenomena.