Isotria medeoloides (Pursh) Raf., commonly known as the small whorled
pogonia, is the rarest orchid in eastern North America, north of Flori
da. Although it has a wide ranging distribution, more than 80 percent
of the known plants are found in New Hampshire and Maine. A geographic
information system (GIS) was used to facilitate locating potential ha
bitat for Isotria medeoloides in the two states. Field characteristics
, including physiography, soils, and forest and herbaceous cover, were
evaluated at 27 extant locations of the orchid. Site locations were d
igitized, and general habitat characteristics at each site were identi
fied using the cls. Digital habitat information included topographic d
ata derived from the USGS Digital Elevation Model, soil types from the
USDA Natural Resource Conservation Service, and spectral data from La
ndsat Thematic Mapper. Intervals within each habitat parameter were de
fined and weighted according to their frequency of occurrence at extan
t sites. Two predictive GIS overlay models were developed: an equal we
ight model and a chi-square model. In the first scenario, each habitat
characteristic was weighted equally. in the second, the importance of
each habitat parameter was evaluated with a chi-square test of habita
t features at sites with and without orchids. As a result of the chi-s
quare evaluation, the following general characteristics were determine
d to be positively associated with small whorled pogonia sites: soils
with a pan layer percent slopes between 11 and 17 percent, and a digit
al reflectance greater than 68 for the near infra-red band of Landsat
Thematic Mapper data. To determine the effectiveness of each model in
predicting potential habitat, field surveys of eight USGS topographic
quadrangles in New Hampshire and the town of Acton, Maine were conduct
ed. Nine previously undiscovered populations of Isotria medeoloides we
re found. The accuracy of the models was assessed at 23 Isotria medeol
oides populations, 13 of which were excluded from model development. T
he equal weight model correctly predicted 57 percent of the sites as p
otential habitat, and the chi-square model correctly predicted 78 perc
ent of the sites. The GIS provided a useful tool for combining ecologi
cal habitat characteristics to successfully predict potential habitat
for Isotria medeoloides.