We study the properties of 2D fibre clusters and networks formed by de
position processes. We first examine the growth and scaling properties
of single clusters. We then consider a network of such clusters, whos
e spatial distribution obeys some effective pair distribution function
. In particular, we derive an expression for the two-point density aut
ocorrelation function of the network, which includes the internal stru
cture of a cluster and the effective cluster-cluster pair distribution
function. This formula can be applied to obtain information about non
trivial correlations in fibre networks.