Disease can influence a host population's dynamics directly or indirec
tly through effects on the host's interactions with competitors and ex
ploiters. We present a stochastic, spatially explicit model for the ep
idemiological landscape of a vector-borne disease. Two host species, o
f unequal competitive strength, are attacked by a selective parasite;
the parasite serves as a vector for a pathogen. We emphasize the impor
tance of the ecological stencil, i.e. the local area where ecological
interactions govern a site's species composition. We demonstrate analy
tically that varying the size of the ecological stencil critically aff
ects the dynamics of the host densities and the potential equilibrium
configuration of the system. We point out how parallel computing can e
fficiently employ the geometry of the stencil's local transitions to p
redict large-scale spatio-temporal patterns of the model community.