Habitat models have considerable economic effects on management decisions a
nd are used to predict consequences of land management decisions on wildlif
e. The Black Hills National Forest uses the habitat capability model (HABCA
P), but its accuracy relative to resident wintering bird populations is lar
gely unknown. We tested the model's predictive accuracy for resident nongam
e birds wintering in 11 vegetation structural stages of ponderosa pine, qua
king aspen/paper birch, and meadows in the Black Hills, South Dakota. Six s
pecies, hairy woodpecker, gray jay, black-capped chickadee, white-breasted
nuthatch, red-breasted nuthatch, and dark-eyed junco, had HABCAP coefficien
ts for vegetation structural stages during winter. Red crossbills were not
previously included in the model, so we developed HABCAP coefficients for t
hem. Predicted abundance of winter birds in vegetation structural stages ba
sed on HABCAP coefficients differed from observed abundance for gray jays,
black-capped chickadees, white-breasted nuthatches, red-breasted nuthatches
, and dark-eyed juncos. HABCAP coefficients were modified to reflect observ
ed abundance patterns of birds. These changes to HABCAP coefficients should
provide managers with more appropriate estimates of land management impact
s on nongame birds wintering in the Black Hills.