Upload
taras-kazantsev
View
133
Download
0
Embed Size (px)
Citation preview
Examples of projects on aerial and satellite mapping of vegetation
Name: Taras Kazantsev
Role: project coordinator and executer at Drone.UA
UAV platforms: single-wing plane and multirotor
Sensors and data sources: RGB and NIR modified camera, multispectral camera, thermal camera, hyperspectral spectrometer, satellite images.
Software: Pix4D, Agisoft Photoscan, ArcGis, QGis, Global Mapper, Photoshop
DRONE.UA examples of UAV and satellite data projects
Zoning of crop status based on NDVI map obtained with NIR-modified camera
RGB
NIR-GB
DRONE.UA examples of UAV and satellite data projects
Plants metrics based on sub-cm resolution data from RGB camera
Projective cover and level of flowering
Plants heights and volume
Plants count
DRONE.UA examples of UAV and satellite data projects
Classification of vegetation
DRONE.UA examples of UAV and satellite data projects
Weeds detection by sub-cm resolution aerial survey and computer vision
DRONE.UA examples of UAV and satellite data projects
Tracking growth dynamics using NIR-modified camera and biochemical analysis in ground control points
DRONE.UA examples of UAV and satellite data projects
Vegetation index maps obtained with UAV-based multispectral camera MicaSense RedEdge
RGB
gNDVI
NDVI
EVI
DRONE.UA examples of UAV and satellite data projects
Airborne reflectance measurements of test crops with Aavaspec Mini spectrometer
DRONE.UA examples of UAV and satellite data projects
Study of cooling effect of urban greening by aerial thermal mapping with Flir Vue Pro camera
DRONE.UA examples of UAV and satellite data projects
Regular large-scale crop monitoring with Sentinel-2 satellite images
DRONE.UA examples of UAV and satellite data projects