Eastern spruce-fir forest ecosystems are among the most vulnerable to climate change within the continuous US. The goal of this project was to develop tools to identify refugia sites most likely to support spruce-fir forest and its associated high-priority obligate spruce-fir bird species over the long-term under projected climate change scenarios