Remote Sensing & GIS Mapping
Landscape change detection, such as mapping coastal erosion and shrub expansion
Imagery processing, classification, and extraction from sources including satellites (e.g., Landsat, WorldView, Planet, Ikonos, Pleiades, Sentinel 1/2, MODIS, and VIIRS), airborne and terrestrial lidar, and aerial and UAV photography
Vegetation, ecotype and soils mapping and modeling
Machine learning modeling of vegetation abundance and types
Time-series analysis of vegetation biomass (NDVI) and snow cover for caribou and waterfowl habitat use studies
Basemap and oblique imagery to use for small wetland and habitat mapping jobs
Repeat photos for rehabilitation monitoring
Extracting vegetation structure information
Precision vegetation monitoring applications involving red edge and near-infrared band imaging and NDVI
Ground-control point capability for decimeter level accuracy
Snow depth mapping
Terrain and terrain change mapping
Wildlife surveys