Abstract (from http://www.sciencedirect.com/science/article/pii/S0006320714002882): With ongoing global change, there is an urgent need to expand existing networks of important conservation areas around the world. In the western United States, vast areas of public land, including those administered by the Bureau of Land Management (BLM), present substantial conservation opportunities. For 11 contiguous western states, we used a novel multiple-criteria analysis to model and map contiguous areas of roadless BLM land that possessed important ecological indicators of high biodiversity, resilience to climate change, and landscape connectivity. Specifically, we leveraged available spatial datasets to implement a systematic and statistically [...]