This study examines the role of neighborhood effects in the spatial di
stributions of selected bird species in Navarre, Spain. We employed a
geographic information system (GIS) to organize the data on bird distr
ibutions and relevant environmental variables and to analyze their spa
tial patterns. Three bird species were selected for analysis: the Euro
pean honey-buzzard (Pernis apivorus), the Eurasian hobby (Falco subbut
eo), and the European pied flycatcher (Ficedula hypoleuca). Selected e
nvironmental variables of the study area were digitized to create a co
mprehensive data base and logistic regression models were used to eval
uate the significance of each variable in the spatial distribution. Th
e spatial patterns of bird distributions were used to extract topologi
cal relationships and to identify neighborhood effects. Although all t
he selected species illustrate a pattern of positive spatial autocorre
lation in their distributions, the significance of neighborhood effect
s varies from species to species. Among the selected species, neighbor
hood effects are most evident in the distribution of the European pied
flycatcher and are significant for the Eurasian hobby. The distributi
on of the European honey-buzzard is not much affected by neighborhood
effects. The results suggest that examination of neighborhood effects
is a prerequisite for modeling bird distributions.