An Overview of LiDAR Operations

34
An Overview of LiDAR Operations Rob McCarthy John Chance Land Surveys Lafayette, Louisiana, USA ILMF 2009 New Orleans

Transcript of An Overview of LiDAR Operations

Page 1: An Overview of LiDAR Operations

An Overview of

LiDAR Operations

Rob McCarthy

John Chance Land Surveys

Lafayette, Louisiana, USAILMF 2009 – New Orleans

Page 2: An Overview of LiDAR Operations

John Chance Land Surveys

• Part of Fugro

– Geospatial Services Group

• Design and build both FLI-MAP LiDAR systems

and LiDAR processing software

• Operated LiDAR systems commercially since

1995

Page 3: An Overview of LiDAR Operations

What is LiDAR?

• LiDAR is another tool in the

surveyors tool box

– Like a total station, level or RTK unit

– To be used when it is the most

appropriate tool for the job

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What is LiDAR

• LiDAR is the application of a

number of modern technologies:

– Positioning

– Inertial technology

– Laser scanning

– Digital imagery

to provide fast, efficient and cost-

effective surveys using established

survey principles

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Key LiDAR Components

• Most airborne LiDAR systems, regardless of type have basically similar key components

• Positioning

• GPS

• Airborne

• Base station

• Typically a “post-processed kinematic” solution

• Inertial Measurement Unit (IMU)

• Navigates between GPS updates

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Key LiDAR Components

• Range Measurement

– Scanning laser

• Angular Measurement

– Inertial Measurement Unit (IMU)

• Accurate pitch, roll & yaw

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How it All Works

GPS Satellites

GPS Receivers

Base Station

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Understanding LiDAR Specs

Effective Laser Pulse Rate 150,000 or 250,000 pulses per second

Multiple Return Capability Yes - Maximum of 4 returns per pulse

Laser Intensity Capture Yes – For all laser returns

Laser Eye Safety FDA Certified Class 1 laser

Eye safe at the aperture

Laser Point Density Approx 70 points per square meter @ 100m altitude and

20m/s speed

Laser Ranging Accuracy 1 cm

Laser Swath Angle 60 degrees – Swath width approximates to flying height

Laser Look Angles Nadir

Forward looking (7 degrees)

Rear looking (7 degrees)

Maximum Operating Height 400 meters

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Understanding LiDAR Specs

• Pulse Rate– Laser Pulse Rate

– Effective Laser Pulse Rate

• Return Capability– Single

– Multiple

– Waveform Analysis

• Accuracy– Total System

– Component

– Absolute

– Relative

• Eye Safety

• MPIA

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LiDAR Accuracy

• Accuracy statements

– RMSE

– 1 sigma (67% confidence)

– 2 sigma (95% confidence)• 20cm at 2σ is approx 10cm RMSE

• Total LiDAR system accuracy

– Affected by a number of factors:• Platform positioning

• Pointing angles

• Laser spot size

• Laser ranging

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Improving LiDAR Accuracy

• Improve platform positioning

– Multiple independent positioning

solutions

– Multiple short base lines for kinematic

processing

• Reduce effect of pointing angle

errors and spot size

– Fly lower

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What is MPIA

• MPIA is multi pulse in air

• At high laser pulse rates, maximum

altitude is limited by the speed of light

• MPIA allows more than one pulse to be in

the air allowing high pulse rates to be

used at higher altitudes

• The latest sensors offer this technology

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Types of Airborne LiDAR

Wide Area Systems

Corridor Mapping

Systems

• Bathymetric LiDAR

• Topographic LiDAR

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Wide Area LiDAR

• Wide area LiDAR is typically

characterized by:

– Fixed-wing platform

– High altitude data collection

– Wide swath width

– Low point density

– Low resolution

– Lower levels of accuracy

– Non eye-safe laser

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Corridor Mapping LiDAR

• Corridor Mapping LiDAR is typically

characterized by:

– Helicopter platform

– Low altitude data collection

– Narrow swath width

– High point density

– High resolution

– Higher levels of accuracy

– Eye-safe laser

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Additional Sensors

• LiDAR systems are often fitted with additional

sensors which can provide useful information to

accompany the LiDAR data

• Digital Imagery

– Video

– Still

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Additional Sensors• Orthophotography

• Infra-red cameras

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Wide Area vs Corridor

• The differences are as much related to data

collection methods as they are to hardware

– Data collection altitude and speed (helicopter vs fixed

wing)

– Number of base stations (multiple vs single)

– Length of GPS baselines (short vs long)

• These factors affect the efficiency, and therefore

price, of data collection per unit area

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Applications

• LiDAR can be used for many tasks

as a replacement for conventional

land survey or aerial

photogrammetry

• The type of LiDAR system that is

most appropriate for the job will

depend on specifications and

deliverables

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Wide Area Applications

• Base mapping

– Lidar DEMs are accurate for orthorectification as well as for contour generation with supplemented 3D breaklines.

• Floodplain mapping

– Lidar data supports flood hazard analyses and hydrologic and hydraulic modeling.

• Natural resources management

– Lidar data is used to calculate tree-stand heights, biomass, and timber volumes and is useful in establishing volume calculations for mineral extraction.

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Wide Area Applications

• Transportation and utility

corridor mapping

– LiDAR data can supplement

traditional ground and aerial surveys

in the planning and design of new

transportation and utility corridors.

• Urban modeling

– 3D models from bare-earth and

reflective-surface lidar data can be

used in analysis and visualization of

urban planning, line-of-sight studies,

etc.

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Corridor Applications

• Transmission Lines

– Lidar data is suited for design, rebuild and thermal rating analysis. LiDAR data interfaces well with engineering packages such as PLS-CADD

• Railways

– Lidar data supports engineering design, GIS population and track data requiredfor Positive Train Control

• Highways

– Lidar data can be used to provide accurate data for highway design

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Corridor Applications

• Levees

– Lidar data is suited for as-built assessment of levees, including generation of levee cross sections and damage assessment

• Pipelines

– Lidar data supports engineering design for new pipeline routes

• Area Projects

– Those that require the level of detail and accuracy provided by a corridor mapping system

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Deliverables

• A LiDAR “point cloud” looks

impressive, but is of little use to

most clients

• Accuracy, detail and deliverable

requirements will dictate which type

of LiDAR system should be used for

data collection

• Raw LiDAR data sets are very large

– Filtering

– Digitizing

– Vectorizing

can reduce data sets to be

manageable, while maintaining

accuracy and detail

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Deliverables

• LiDAR data processing is a large subject on its own but is

outside of the scope of this presentation

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LiDAR Misconceptions

• All LiDAR systems are basically the same

– Technically, some components are similar, but

they are optimized to provide data sets that can

differ greatly

• More points are always better

– Just because you can does not mean that you

should

– The highest quality LiDAR data set is not

required for every project

– Using an appropriate system for a project should

ensure you get the data you need and provide

the most “bang for the buck”

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LiDAR Misconceptions

• LiDAR point density is purely a function

of laser pulse rate

– Laser point density is a function of:

• Laser pulse rate

• Data collection altitude

• Data collection speed

• The angle of the laser swath

– A 150,000 Hz system operated at 6,000 feet and

at 120mph will provide a very different data set to

a 150,000 Hz system operated at 300 feet and

40 mph

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LiDAR Misconceptions

• LiDAR data can only be collected “leaf

off”

– Some LiDAR points can reach the ground

through gaps in the tree canopy

– Performance in vegetated areas is optimized by

• High point density

• Small laser spot size

• Multiple return capability

– Mid day sun analogy

– However, there is a limit

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Vegetated ROW1st Returns2nd Returns3rd Returns4th ReturnsFull Filtered

Ground Set

Multiple Returns

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LiDAR Misconceptions

• LiDAR replaces traditional mapping

techniques– LiDAR in general cannot completely replace

conventional survey

– LiDAR cannot identify the following features:

• Boundary information

• Underground utilities

• Water or water depth

– Edge of water will

be mapped

– Conventional survey

still needed for construction

staking etc.

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LiDAR Misconceptions

• LiDAR is an all-weather system– Although LiDAR has fewer weather limitations than

photogrammetry there are significant weather

limitations

• Target must be able to reflect the laser (near infra-red)

light

• Does not work well on snow covered ground

– Degraded data set

– Survey would be “top of snow”

– Imagery (if required) is poor

• Does not work well through precipitation (rain, fog,

snow)

• It is very difficult to fly accurate flightlines in high and

gusty wind conditions

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LiDAR Advantages

• LiDAR can offer considerable advantages

over conventional survey or

photogrammetry for the right project

– Fast data collection

– Fast data processing (dependent on

deliverables)

– Little or no need for access

– Less weather dependent than

photogrammetry

• Night operations

– Not if imagery is required

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LiDAR Advantages

– LiDAR performs better in vegetated areas

than photogrammetry

• Able to collect data in “leaf on” condition

– Robust data sets with many possible

products

– In office data mining

• No need to return to the field to collect more data

– Cost savings for the right project

• Economies of scale

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Questions?

Booth #18

John Chance Land Surveys – FLI-MAP (Corr Map)

Fugro Earthdata – ALS-50 (Wide Area)

Fugro Horizons – ALS-50 (Wide Area)

Fugro SESL – FLI-MAP (Corr Map)

Fugro Pelagos – SHOALS 1000T (Bathymetric)

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