Baseline data are needed to determine the overall magnitude and direction o
f change in ecosystem functioning. This letter presents an approach to esti
mate potential NDVI from environmental variables and training data of actua
l NDVI in nature reserves. Patterns of deviations of actual NDVI from the b
aseline generally correspond with land-use types in the western United Stat
es.