This project will develop first-ever maps of ecosystem types (landcover) for the Mariana Islands. Native and alien plant communities will be classified and delineated using high-resolution satellite imagery, data from ground surveys, and new surveys where needed to ground-truth the classification. This effort will inform prioritization of conservation actions and will allow projection of future vegetation changes with climate change