application of lidar in floodplain mapping imane mrini gis in water resources university of texas at...
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APPLICATION OF LIDAR IN FLOODPLAIN MAPPING
Imane MRINI
GIS in Water Resources
University of Texas at Austin
Source. Optech,Inc
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Show how LIDAR technology can be used jointly with
GIS and hydraulic models to map the possible extent
of flooding, and to prove that it could be an invaluable
tool in flood mapping because of its high accuracy.
PURPOSE OF THIS PROJECT
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WHAT IS LIDAR ?
Airborne laser system used to acquire x, y, and z coordinates of terrain, and consist of :
- Airborne Global Positioning System (GPS)
- Attendant GPS base station
- Inertial Measuring Unit (IMU)
- Light-emitting scanning laser.
Acronym for Light Detection And Ranging
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HOW LIDAR WORKS
•Operating altitude: 400 - 2,000 meters.
•Laser pulse rate: up to 25,000 per sec.
•Swath width: up to 1,500 meters
at 2,000 meter altitude.
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Source.BEG
PRECISION OF THE LIDAR DEM
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LIDAR INSTRUMENT
All-Terrain Laser Mapper (ALTM)
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LIDAR FACTS
-Elevation accuracy : 10 to 25 cm
- records first and last returns of individual pulses and intensity
Applications in :
Flood mapping
Forest management
Coastal management
Land cover classification
Atmospheric pollution monitoring
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DATA PROCESSINGSource : BEG
(1) compute a differentially corrected aircraft trajectory using a GPS software,
(2) generate the raw x, y, and z data,
(3) grid the data to generate an “all-points DEM”,
(4) filter the raw data and re-grid to generate a “vegetation-removed DEM”
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EFFECT OF VEGETATION REMOVAL
Before After
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Study area : Waller creek watershed in Austin,TX
LIDAR data source : Bureau of Economic Geology- University of Texas at Austin
Type of Lidar data : 1m DEMs of the all-point and bare-earth data as interchange files ( e.00)
Spatial reference : UTM zone 14, datum NAD 1983
Softwares used : ArcGis ( Arctoolbox, ArcMap),Arcview , HEC-RAS+HecGeoRas extension
FLOODPLAIN MODELING
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STUDY AREA
Waller Creek Watershed
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ALL-POINT LIDAR DATA OF WALLER CREEK
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BARE –EARTH LIDAR DATA FOR WALLER CREEK
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FLOOD MODELING PROCEDURE
HEC-GeoRas
Preprocessing
LIDAR input data
1m grid DEM
ARCVIEW
Terrain model processing
Plan data
( Flow regime)
Geometric data
stream centerlines, riverbanks, floodplain boundaries, cross-
sections along the streams
HEC-GeoRas
Postprocessing
Flow data from HEC-HMS
HEC-RAS steady state simulation
Hydraulic modeling
Hydrologic modeling
Flood map visualization
Import file
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Extracting geometric data
Use of Spatial Analyst ,3D Analyst and Hec-GeoRas extensions
Using HEC-GeoRas extension and the digitizing tool in Arcview, I generated :
- Streamcenterlines- Stream banks- Flow path centerlines- Cross section lines
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STREAM CENTERLINES
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STREAM BANKS
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FLOW PATH LINES
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CROSS-SECTIONS CUTLINES
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Problem : Hec-GeoRas program only works with TINs
Solution : Convert grids to TINs in ArcMap using the best vertical accuracy to generate the maximum number of triangles in a reasonable amount of time
DIFFICULTY ENCOUNTERED
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CONVERTING TINs TO GRID
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EXTRACTED CROSS SECTIONS
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PREPARING THE IMPORT FILE TO HEC-RAS
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DIFFICULTY ENCOUNTERED AT THIS STAGE
An error message from the Hec-PreRAS program during the import file process.
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• RAS stream geometry.
• Cross-section extracted from the TIN.
WORK TO BE DONE : MODELING WITH HEC-RAS
• Resulting water elevations.
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PREVIOUS FLOOD MAPPING WITH TINs
(Source. Esteban Azagra)
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Future work
Solving the problem of the HecRas import file, hopefully before December 6
Potential ideas to develop:
- Write a program that incorporate grid data in the preprocessing for HEC-RAS
- Obtain a more detailed TINs from the grid conversion
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Dr. David Maidment, University of texas at Austin
Becky Smith, Bureau of Economic Geology, University of Texas at Austin
John Andrews, Bureau of Economic Geology, University of Texas at Austin
ACKNOWLEDGMENT