A percolation model with long-range correlations was introduced to investig
ate the phenomena of epidemic spreading by Monte Carlo simulations. The cor
relation exponent alpha and pathogenic ratio s correspond to different spre
ading methods and pathogenicity of variant epidemics. As the correlation ch
anges from a weak one to a strong one, the patterns change from site percol
ation to Eden cluster when pathogenic ratio s=1, or Leath percolation clust
er when s<1. Corresponding to change of patterns, the fractal dimension inc
reases up to space dimension. The critical behavior in epidemic spreading h
as been examined based on the model. It is found that correlation has a gre
at influence on the threshold of spreading percolation.