Vegetation analysis and mapping from remotely sensed data has a wide range of objectives. While vegetation clearance is the primary application for utility and transportation corridor management, urban foresters, environmental scientists, vineyard managers, and timber companies use our data for valuation and to monitor vegetation stress or vigor. Utilizing multispectral and hyperspectral imagery, combined with LiDAR data, we map vegetation by canopy height, density, species type, or health.