We would like to introduce a new Remote Sensing’ Special Issue that aims to include the most recent advancements on all aspects of vegetation classification, including but not limited to species, communities, and habitats on urban, agricultural, semi-natural, and natural areas. The Special Issue invites research papers describing the state of the art in the field of vegetation classification at national, continental, or global scales. Deadline for submissions: 31 March 2022.