We used mark-recapture methods to estimate the number of Parnssius smintheu
s (Papilionidae) butterflies moving among 20 alpine meadows separated by va
rying amounts of forest along the east slope of the Rocky Mountains in Albe
rta, Canada. We combined generalized additive models and generalized linear
models to estimate the effects of intervening habitat type and of populati
on size on butterfly movement. By incorporating habitat-specific distances
between patches, we were better able to estimate movement compared to a str
ictly isolation-by-distance model. Our analysis estimated that butterflies
move readily through open meadow but that forests are twice as resistant to
butterfly movement. Butterflies also tended to stay at sites with high num
bers of butterflies, but readily emigrate from sites with small populations
. We showed that P. smintheus are highly restricted in their movement at ev
en a fine spatial scale, a pattern reflected in concurrent studies of popul
ation genetic structure. As an example of the utility of our approach, we u
sed these statistical models, in combination with aerial photographs of the
same area taken in 1952, to estimate the degree to which landscape change
over a 43-year interval has reduced movement of butterflies among subpopula
tions. At these sites, alpine meadow habitat has declined in area by 78%, w
hereas the estimated effect of fragmentation has been to reduce butterfly m
ovement by 41%.