wheeler nlefi
TRANSCRIPT
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LiDAR Tools, Applications and
Experiences
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Overview
October 2006 GRF LiDAR Data Collect
Data Issues .
LiDAR tools, products and application areas Recent GRF LiDAR Projects
Lessons Learned
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LiDAR Defined
LiDAR is a an acronym for Light Detection And Ranging thatrelies on measuring the distance from an aircraft to the Earths
surface by precisely timing the round-trip travel time of a briefpulse of laser light
The travel-time is measured from the time the laser pulse is
fired to the time laser light is reflected back from the surface.
The reflected laser light is received and converted to distancefrom the plane to the surface based on the speed of light.
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LiDAR Data Collection
Laser Pulse Returns
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2006 AGRGLiDAR Data Collect
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3-Stage LiDAR Data Collection and
Management Process
1. Identification of Study Area2. Supply study area background files
3. Flight Planning
4. GPS Base Station Operation (Ground Crew)5. Hardware Install (Flight Crew)
6. In-Flight Data Collection
7. Raw data processing
8. Point Classification and Export
9. Creation of DEMs and other products
Pre-Flight
Post-Flight
Collection Day
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Identification of Study Area
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Supply of Background Files
Provided the following;
Georeferenced NTS Topo Map Image
Rivers, Roads etc. as shapefile vectors Survey Monuments text file
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Selected Best Available Base Station Monument
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Flight PlanningOptechs ALTM Nav Software is Used to Plan Flights
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Hardware Install
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2005 AGRG Summer LiDAR Workshop
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?
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GPS-Base Station Set-up96G7002 CRK 120 48 56 38.4634 57 56 59.0467 100 Y A R 2003 68.554 100 1 P 1 CGVD28 1999 1 1 012A13
98F001 98F001 100 48 56 38 57 56 59 S S 64.970 100 1 P 1 CGVD28 1999 1 1 012A13
98F002 98F002 100 48 56 38 57 56 59 S S 66.563 100 1 P 1 CGVD28 1999 1 1 012A1396F003 96F003 100 48 56 38 57 56 59 S S 67.709 100 1 P 1 CGVD28 1999 1 1 012A13
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Raw Data Processing
Data Sources
Aircraft Global Positioning System (A-GPS)
Base Station GPS Inertial Measurement Unit (IMU)
Inertial Navigation System (INS)
LiDAR Returns
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Applanix PosPac Software
Raw Data Processing(ALTM Workflow)
SBET File
A-GPS Base Station GPS IMU INS+ + +
Raw Flight Data is processed in PosPac to create an SBET File.
PosPac is used primarily for 3d sensor location.
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Raw Data Processing
Optech REALM Software
LiDAR Return
Data
LAS Binary File
SBET File
+
SBET file and LiDAR return data is processed to create a LAS Binary File
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Point Classification and ExportLAS files are processed in TerraScan to classify points as vegetation, ground, non-
ground etc.
LAS Binary File
VegetationGround Non-Ground
TerraScan (Microstation)
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LAS Files
LAS (LASer) contains LiDAR point datarecords which combine GPS,IMU and
laser pulse returns to produce X,Y and Z
point data.(others too like intensity)
ASPRS Open Data specification/standard
and format
Specification now at version 1.4, 2.0 is in
the works
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Item Fmt 0 Fmt 1 Fmt 2 Fmt 3 Fmt 4 Fmt 5 Fmt 6 Fmt 7 Fmt 8 Fmt 9 Fmt 10
X X X X X X X X X X X X
YX X X X X X X X X X X
ZX X X X X X X X X X X
IntensityX X X X X X X X X X X
Return NumberX X X X X X X X X X X
Number of Returns (given pulse)X X X X X X X X X X X
Scan Direction FlagX X X X X X X X X X X
Edge of Flight LineX X X X X X X X X X X
ClassificationX X X X X X X X X X X
Scan Angle RankX X X X X X X X X X X
User DataX X X X X X X X X X X
Point Source IDX X X X X X X X X X X
GPS Time X X X X X X X X X
Red X X X X X X
Green X X X X X X
BlueX X X X X X
Wave Packet Descriptor Index X X X X
Byte offset to waveform data X X X X
Waveform packet size in bytes X X X X
Return Point Waveform Location X X X X
X(t) X X X X
Y(t) X X X X
Z(t) X X X X
NIR X
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TerraScan Classification Options
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Point Cross-Section
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Point Classification and Export
Classified LAS points are exported as ascii xyz files
VegetationGround Non-Ground
Ground.xyz Non-Ground.xyz Vegetation.xyz
TerraScan
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RESULTS
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OCTOBER 2006 LiDAR
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Lots of Points..
343,083,691 Total Points!
More than 25GB of Data!
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Tiles make data Manageable
523 tiles in all
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Delivered Data Formats
14 industry standard LAS binary all hits files.
523 ASCII space delimited x,y,z,i files for
Ground Only Returns
523 ASCII space delimited x,y,z,i files for All
Hits
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Derivative Product Development
ReformattedASCII
Raster
ASC Raster
GDB
Raster
MosaicsSurfer
Grids
Shapefiles
DEMS
DSMSlope
Grids
Vegetation
Grids
Aspect
Grids
Hillshade
Grids
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342475
Ground Points
Points
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DEM from Ground Points
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Hillshade
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Slope
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Aspect
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Surfer Tile294 Ground ONLY
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Surfer Tile294 Ground ONLY
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Selected LiDAR Software TerraScan (Part of TerraSolid)
Surfer
QT Modeler
LP360
LiDAR Analyst
LASTools
Voxler
Pointools
ArcMAP/ArcToolbox
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Terrasolid(Terrascan)
S f
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Surfer
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QT Modeler/Reader(Applied Imagery)
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LP360 in ArcMAP
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LP360 in ArcMAP
LiDAR Analyst (Overwatch)
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LiDAR Analyst (Overwatch)
l ( i b )
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LasTools(Martin Isenburg)
* txt2las.exe converts LIDAR data from ASCII text to binary LAS format
* las2txt.exe turns LAS into human-readable and easy-to-parse ASCII text
* lasinfo.exe prints out a quick overview of the contents of a LAS file
* las2shp.exe turns binary LAS into ESRI's Shapefile format
* shp2las.exe turns an ESRI's Shapefile into binary LAS
* lasmerge.exe can merge several LAS files into one * las2las.exe extracts only last returns, clips, subsamples, etc ...
* lasthin.exe implements a simple point thinning algorithm
* las2tin.exe triangulates the points of a LAS file into a TIN
* las2dem.exe rasterizes them into a DEM
* las2iso.exe extracts, optionally simplified, elevation contours
* lasview.exe visualizes the contents of a LAS file.
* lasclip.exe clipping LiDAR points
* ArcGIS for Desktop toolbox.
Voxler (Golden Software)
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Voxler (Golden Software)
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ESRI Las Dataset
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ESRI Tools
Point File Informationfile name, point count, z-minimum, z-maximum,
and point spacing
LAS to multipoint
LAS Point Statistics as Raster
pulse count, return count, intensity range others
LAS Dataset to Raster Entire Section dedicated to LAS in help
including Canopy Height workflow
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2006 Data Issues
and
Processing Screw-ups !
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City and Marble Holes
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Low Point Density
0.63 points/Square m
Up to 15 points m2possible
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March 2009 before all issues were fixed.
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Applications
(For good LiDAR!)
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What is it used for ?
Lidar data can be used to accurately measure the topography
of the ground, even where overlying vegetation is quite dense.
The data can also be used to determine the height and density
of the overlying vegetation, and to characterize the location,
shape, and height of buildings and other structures.
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Selected Products, Uses and Applications
High Accuracy DEM (Derived Products Slope, Aspect etc..)
3D fly through simulations
Landscape visualizations
Tourism and Municipal applications Accurate contours for a variety of mapping applications
Geophysical applications and visualizations
Flood Hazard Mapping, Coastal zone mapping and assessment
Delineate vegetation height and type
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Classified LiDAR(Leading Edge Geomatics)
RGB Cl ifi d LiDAR (L di Ed G ti )
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RGB Classified LiDAR (Leading Edge Geomatics )
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Recent GRF LiDAR Projects
LiDAR /Ortho Data Collection for 10 sites in
Western Newfoundland collected in July 2010
Avalanche Research with MUN SWG Campus
Geohazard Monitoring in conjunction with CCRS
New flight planned for this Summer 2013
A l h H d M
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Avalanche Hazard Maps
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Avalanche Services/Web Apps
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Google/JavaScript App
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Daniels Harbour:
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The houses are constructed on a marine
terrace with a surface elevation of about 24
m above present sea level. The NorthernPeninsula Highway is located about 20-70
m inland of the cliff edge, between which
14 buildings were located.October 20, 2006
April 15, 2007
Newfoundland, Canada
50 0 50There is no an existing high resolution DEM. Therefore, 3-pass
Daniels Harbour InSAR Displacement Map:
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RADARSAT-2 Ultra Fine
Master: 20090610
Slave: 20090914
Descending Orbit
Perpendicular Baseline: 67 m
Deformations are only shown where the scene coherence exceeds 0.5
RADARSAT-2 - 3x3 multi look intensity image
-50 0 50
Vertical displacement [mm]
April 2007
differential interferometric processing applied to monitor the
temporal evolution of landslide.
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F A (D i l h )
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Focus Area (Daniels hr.)
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T i
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Terrain
1 R
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1m Raster
Hill h d
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Hillshade
Sl
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Slope
A t
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Aspect
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L L d
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Lessons Learned
Discuss data sharing policies and distributionbetween partners, vendors and external
stakeholders
Dont be locked into a single GIS platform usethe best tool for the job(Some SW slow.)
Leave the raw LiDAR processing to the
vendors focus on GIS ready deliverables Use a reputable experienced vendor (Highly
recommend Leading Edge Geomatics.
Lidar Project Partnerships
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Lidar Project Partnerships
http://www.intrd.gov.nl.ca/intrd/