From glacial feature modeling and erosion monitoring to animal counting and species identification, the list of projects that drones are being used for is long and continues to grow.
The camera, or payload, that a drone carries directly influences the imagery it can capture and therefore its potential usage. Here's a quick guide to the most commonly-used aerial imaging sensors in this field:
RGB cameras
Like the camera in your smartphone or SLR, RGB sensors acquire data in the visible spectrum (specifically Red, Green & Blue bands). The images they produce can be transformed into 2D orthomosaics (A.K.A. orthophotos) and 3D digital surface models. Such sensors have been used, for example to create terrain models of glacial features, monitor coastal erosion, perform volume measurements etc.
Near-infrared (NIR), red-edge (RED) & multispectral cameras
These cameras acquire data across bands in the visible and non-visible spectrums. This type of data enables users to compute vegetation indices in order to create reflectance maps for assessing plant health, estimating biomass and more.
Thermal cameras
Temperature-measuring thermal cameras, such as the senseFly thermoMAP, assign a temperature value to each pixel and have already proved highly useful in the field—being used to count treetop orangutan nests and seals, assess the spread of wildfires and more.
Example drone applications in this field include:
Animal management & conservation
Animal/flock counting
Camera trap image retrieval
Vessel monitoring (e.g. whaling ships)
Animal tracking (e.g. via radio tracker collars/triangulation)
Migration tracking
Perimeter assessment
Habitat management
Anti-poaching activities (identification, deterrence)
Nest surveys
Species identification
Plant conservation
Plant health/stress analysis
Soil property & moisture analysis
Biomass estimation
Growth/coverage monitoring
Plant/tree counting
Species identification
Forestry
Vegetation health analysis
Biomass estimation
Fire detection & tracking
Storm damage assessment
Planting / re-planting campaign planning
Deforestation / illegal logging / farming / incursion monitoring
Forest mapping
Change monitoring
Glacial dynamics
Coastal / soil erosion
Pre-and-post event comparison (storms, landslides etc.)
Forest degradation
Terrain modeling
Morphology
Glacial features
River banks
Cliff faces
Beaches
Volcano craters
Coastal management
Erosion monitoring
Storm damage assessment
Volume estimation
Beach replenishment planning
River & flood assessment
River mapping & modeling
River surveys
Water-flow simulation
Erosion monitoring
Flood damage assessment
Flood defense planning
Earthwork & rock face management
Control screen inspection
Crack / unstable area detection
Rock fall assessment
3D modeling
Project planning
Regulation enforcement
Illegal activity detection & monitoring
Compliance monitoring (e.g. overfishing, illegal logging/farming expansion, illegal entry into protected areas etc.)
Expedition planning
Basemap creation
Route planning
Terrain modeling