1. UAVs for Ecological Observation Eric Principato Dr. Lyndon Estes

2. Princeton, NJ Chatsworth, NJ

3. Project Motivation Spatial + temporal resolution

4. Goal: Develop workflow for automated data collection and processing

5. Field Work

6. Orthomosaicing 100’s of photos1000’s of points

7. 1 2 3 4 point cloud mesh texture orthophoto Orthomosaicing

8. Image Rectification 1 23 4

9. Feature Extraction False color, Sangare, Kenya

10. Data

11. WEEK 1 20 parallel bogs blueberries cranberries Fairy Rings

12. WEEK 2

13. WEEK 3

14. WEEK 4

15. Sangare (Kenya)

16. Pine Island (NJ)

17. Dr. Lyndon Estes Dr. Peter Oudemans Princeton Environmental Institute Acknowledgements