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LIDAR and TDS in GIS A Comparison of Channel Geometry Profiles Created from Remotely Sensed and On-the-Ground Survey Data (or..how a programmer in China.

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Presentation on theme: "LIDAR and TDS in GIS A Comparison of Channel Geometry Profiles Created from Remotely Sensed and On-the-Ground Survey Data (or..how a programmer in China."— Presentation transcript:

1 LIDAR and TDS in GIS A Comparison of Channel Geometry Profiles Created from Remotely Sensed and On-the-Ground Survey Data (or..how a programmer in China made life easy) By Jason S. Alexander Department of Aquatic, Watershed and Earth Resources Utah State University ?

2 Quick Map Purpose of research and analysis
Data origins / advantages and disadvantages Methods of analysis Results Conclusions and Improvements

3 Location of Research Lodore Canyon, CO

4 Basic Purpose of Research
Determine the effects of Flaming Gorge Dam and invasive riparian vegetation on channel planform

5 Basic Purpose of this Analysis
Compare total station (TDS) survey data with remotely sensed (LIDAR) data Assuming TDS is the control we want to know the relative reliability of LIDAR for analysis of channel planform changes.

6 Data Origins - TDS Laser total station survey data of established permanent cross sections in experimental reaches of Lodore Canyon (May 2005)

7 Data Origins - TDS Precision of <2 cm within local grids (no real-world coordinates…yet)

8 Advantages - TDS Extreme accuracy and precision Low cost
Can be coupled with sonar data Integrated research Allows for graduate students to leave their desk for extended periods

9 Disadvantages - TDS Generally in 2D (repeated profiles)
Cumbersome and time consuming for 3D topography Requires large crews for efficiency Not in real world coordinates Risky (data and health)

10 Data Origins - LIDAR LIght Detection And Ranging (LIDAR) performed in experimental reaches of Lodore Canyon, April 2005

11 Data Origins - LIDAR Accuracy of ~15cm vertical and 1m horizontal

12 Advantages - LIDAR Data saturation (millions of points with 15cm vertical accuracy over large area) Can be coupled with high-resolution aerial photography Large scale volumetric analysis Minimal logistics, just money

13 Disadvantages - LIDAR Expensive (especially for repeats)
15 cm vertical accuracy means significant error in volumetric analysis and water surface elevation No sub-aqueous data Graduate students stay at their desk

14 Methods Translate and rotate local grids into real-world coordinates

15 Methods Translate and rotate local grids into real-world coordinates

16 Methods Create TIN from LIDAR survey points

17 Methods Create TIN from LIDAR survey points

18 Methods Cut profiles and export coordinates…easy?…NO!

19 Methods 3D Analyst does not (with standard tools) export XYZ coordinates from profiles!

20 Methods A search of the ESRI support center finds this is a common problem!

21 Methods Then came Min-Lang Huang! Author of the EZ Profiler….

22 Methods EZ Profiler V8.3 is an independent extension (does not need 3D analyst)!

23 Methods Profiles can be sampled at equal intervals or with set number of points

24 EZ Profiler Cross Section Point Shapefile
Methods Shapefiles are created for each profile EZ Profiler Cross Section Point Shapefile

25 Methods Attributes include Northing, Easting, Elevation, and Distance

26 Attribute table “export to Excel” button
Methods Attribute tables can be easily exported to Excel! Attribute table “export to Excel” button

27 Methods Then compared to TDS survey data!

28 Results General profile shapes are comparable, but…..

29 Results No specific patterns were found in the behavior of LIDAR vs. TDS

30 Results “Eyeballing” profiles works out, but what about the accuracy?

31 Results Spot checks reveal significant differences in elevations

32 Results Profile width also exhibits large variance

33 Results Water surface elevation data from LIDAR is not reliable

34 Improvements Use differential GPS to aquire real-world coordinates for local grids Ground surface at each LIDAR ground target EZ Profiler + “Snapping”

35 Conclusions TINs created from LIDAR provide equivalent or superior profile shapes Evaluation of accuracy is difficult (if not impossible) without improvements LIDAR data are unreliable for water surface elevation

36 Refs / Acknowledgments
Min-Lang Huang : author of EZ Profiler software ! Dr. Tarboton for assistance with TIN creation

37 Questions or Comments?


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