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Measuring Change With RADAR Imagery
Richard Goodman
Intergraph (UK) Ltd

SMARTERDECISIONS
Why is change measurement important

8/29/2013

©2012 Intergraph Corporation

2
Why is change measurement important?

Devastation caused by tornadoes in Alabama, 2011

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©2012 Intergraph Corporation

5
Why is change measurement important?

Magnitude 9.0 earthquake in Japan, 2011

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©2012 Intergraph Corporation

6
Why is change measurement important?

Mississippi river flooding in Memphis, Tennessee, 2011

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©2012 Intergraph Corporation

7
UK Floods, 2007

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©2012 Intergraph Corporation

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Why is change measurement important?

Oil spills

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©2012 Intergraph Corporation

9
So why use RADAR data in change
measurement

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©2012 Intergraph Corporation

10
The Mysterious RADAR image…

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©2012 Intergraph Corporation

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Why use RADAR data in change measurement?

• Active sensor
• No sun illumination required
• Imagery collected in cloudy weather
• Pulse sent from sensor, reflected off features, return captured by
antenna

• SINGLE LOOK COMPLEX (SLC) data format
• RADARSAT 1 / 2, COSMO-SkyMed, TerraSAR-X
• 2 bands of data
• Magnitude (strength of return)
• Phase (position of wave on return to antenna)

• Man-made features and infrastructure give
strong returns
• Buildings
• Steel/metals
• Sub-surface features
8/29/2013

©2012 Intergraph Corporation

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Why use RADAR data in change measurement?

• Interferometric processing
•
•
•
•

Interferometric pairs
Make use of both magnitude and phase layers
Coherence Change Detection (CCD)
Differential Interferometric Displacement Mapping (D-InSAR)

• Accuracy to cm level

• Monitoring subsidence
•
•
•
•

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Subsurface oil and water extraction
Mining
Natural disasters – earthquakes, volcanoes
Human activities

©2012 Intergraph Corporation

13
Why use RADAR data in change measurement?
ERDAS Imagine Radar Tools

SMARTERDECISIONS
ERDAS Imagine Radar Tools

• Radar Mapping Suite
• Add-on module

• Operational software
• Not a toolkit!

• Directly read data into viewer
• No import required
• No resampling of data

• New Radar Analyst ribbon
• Fast feature extraction
• Visualisation aids

• Interferometry tools
• CCD
• D-InSAR
8/29/2013

©2012 Intergraph Corporation

16
ERDAS Imagine Radar Tools

• New Radar Analyst ribbon

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©2012 Intergraph Corporation

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ERDAS Imagine Radar Tools

1. Project Setup

2. Processing Steps
• Interferometry tools – CCD & D-InSAR

• Wizard-based workflows
• Intelligent defaults for parameters
• Experts can take full control

3. Visual
Interpretation

• Phase Un-Wrap algorithm
• The heart of the CCD and D-InSAR
• Developed in conjunction with German Aerospace Agency (DLR)
4. Automatic Detection

8/29/2013

©2012 Intergraph Corporation

18
Case Studies

SMARTERDECISIONS
KSAT
Data Analysis and Classification Tool

SMARTERDECISIONS
KSAT DACT Case Study

• Who/What is KSAT
• Kongsberg Satellite Services AS (KSAT) is a commercial
Norwegian enterprise
• Provides services to European Maritime Safety Agency to detect
and report oil spills using RADAR satellite imagery

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©2012 Intergraph Corporation

21
KSAT DACT Case Study

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©2012 Intergraph Corporation

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KSAT DACT Case Study

• Locations

Svalbard Satellite Station (SvalSat)
at 78°15´N 15°80´E
19 employees
Tromsø Station & Offices at
69°39´N 18°56´E.
80 Employees

Grimstad, (South Norway) at
58°20´N 8°21´E
4 employees
And TrollSat (Antarctica) at 72°S 2°E – That s far far south…
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©2012 Intergraph Corporation

23
KSAT DACT Case Study

• The DACT Project
• KSAT has provided a service using satellite images for detection of
oil spills since 1994
• Can deliver oil spill reports to European end users promptly
• New user requirements had KSAT develop the Data Analysis and
Classification Tool with emphasis on oil spill and vessel detection
from satellite imagery
• Radar imagery ideal for quickly identifying oil spills and linking them
to possible sources (vessels/platforms)

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©2012 Intergraph Corporation

24
KSAT DACT Case Study

• The System
• Customised Imagine ribbon interface with KSAT tab
• Contains shortcuts to common tools used in identification, extraction
of oil spills
• External data sources, shipping tracks, wind, wave, current, oil
platforms used to identify possible sources of spill

• Reports generated for each radar scene (clean sea, warning,
notification)
• Target turnaround time is 30 minutes from when imagery available to
report sent

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©2012 Intergraph Corporation

25
KSAT DACT Case Study

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©2012 Intergraph Corporation

26
Interferometry Tools Examples

SMARTERDECISIONS
Qualitative Change Mapping with CCD

Geoinformatics magazine, July/August 2010
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©2012 Intergraph Corporation

28
Qualitative Change Mapping with CCD

Magnitude Change
Average Radar Magnitude
8/29/2013

Coherence Change
Phase Coherence
©2012 Intergraph Corporation

29
Quantitative Change Mapping with D-InSAR

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©2012 Intergraph Corporation

30
Quantitative Change Mapping with D-InSAR

Using the IMAGINE D-InSAR tool
users can map Vertical
Displacement

Max Subsidence = -16.5 cm

Max Uplift = +26.6 cm

Published Displacement: +30/-18
Xia,Ye. Bam earthquake: Surface deformation
measurement using radar interferometry. Acta
Seismologicia Sinica, Vol.18 No.4 (451~459), July,
2005

8/29/2013

©2012 Intergraph Corporation

31
Summary – Operational Change Measurement Workflow

Input raw RADAR data

Vector output

Detected change
Report
8/29/2013

©2012 Intergraph Corporation

32
Questions?

SMARTERDECISIONS
8/29/2013

©2012 Intergraph Corporation

33

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Semelhante a Measuring Change with Radar Imagery_Richard Goodman - Intergraph Geospatial World Tour 2013

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Measuring Change with Radar Imagery_Richard Goodman - Intergraph Geospatial World Tour 2013

  • 1. Measuring Change With RADAR Imagery Richard Goodman Intergraph (UK) Ltd SMARTERDECISIONS
  • 2. Why is change measurement important 8/29/2013 ©2012 Intergraph Corporation 2
  • 3. Why is change measurement important? Devastation caused by tornadoes in Alabama, 2011 8/29/2013 ©2012 Intergraph Corporation 5
  • 4. Why is change measurement important? Magnitude 9.0 earthquake in Japan, 2011 8/29/2013 ©2012 Intergraph Corporation 6
  • 5. Why is change measurement important? Mississippi river flooding in Memphis, Tennessee, 2011 8/29/2013 ©2012 Intergraph Corporation 7
  • 6. UK Floods, 2007 8/29/2013 ©2012 Intergraph Corporation 8
  • 7. Why is change measurement important? Oil spills 8/29/2013 ©2012 Intergraph Corporation 9
  • 8. So why use RADAR data in change measurement 8/29/2013 ©2012 Intergraph Corporation 10
  • 9. The Mysterious RADAR image… 8/29/2013 ©2012 Intergraph Corporation 11
  • 10. Why use RADAR data in change measurement? • Active sensor • No sun illumination required • Imagery collected in cloudy weather • Pulse sent from sensor, reflected off features, return captured by antenna • SINGLE LOOK COMPLEX (SLC) data format • RADARSAT 1 / 2, COSMO-SkyMed, TerraSAR-X • 2 bands of data • Magnitude (strength of return) • Phase (position of wave on return to antenna) • Man-made features and infrastructure give strong returns • Buildings • Steel/metals • Sub-surface features 8/29/2013 ©2012 Intergraph Corporation 12
  • 11. Why use RADAR data in change measurement? • Interferometric processing • • • • Interferometric pairs Make use of both magnitude and phase layers Coherence Change Detection (CCD) Differential Interferometric Displacement Mapping (D-InSAR) • Accuracy to cm level • Monitoring subsidence • • • • 8/29/2013 Subsurface oil and water extraction Mining Natural disasters – earthquakes, volcanoes Human activities ©2012 Intergraph Corporation 13
  • 12. Why use RADAR data in change measurement?
  • 13. ERDAS Imagine Radar Tools SMARTERDECISIONS
  • 14. ERDAS Imagine Radar Tools • Radar Mapping Suite • Add-on module • Operational software • Not a toolkit! • Directly read data into viewer • No import required • No resampling of data • New Radar Analyst ribbon • Fast feature extraction • Visualisation aids • Interferometry tools • CCD • D-InSAR 8/29/2013 ©2012 Intergraph Corporation 16
  • 15. ERDAS Imagine Radar Tools • New Radar Analyst ribbon 8/29/2013 ©2012 Intergraph Corporation 17
  • 16. ERDAS Imagine Radar Tools 1. Project Setup 2. Processing Steps • Interferometry tools – CCD & D-InSAR • Wizard-based workflows • Intelligent defaults for parameters • Experts can take full control 3. Visual Interpretation • Phase Un-Wrap algorithm • The heart of the CCD and D-InSAR • Developed in conjunction with German Aerospace Agency (DLR) 4. Automatic Detection 8/29/2013 ©2012 Intergraph Corporation 18
  • 18. KSAT Data Analysis and Classification Tool SMARTERDECISIONS
  • 19. KSAT DACT Case Study • Who/What is KSAT • Kongsberg Satellite Services AS (KSAT) is a commercial Norwegian enterprise • Provides services to European Maritime Safety Agency to detect and report oil spills using RADAR satellite imagery 8/29/2013 ©2012 Intergraph Corporation 21
  • 20. KSAT DACT Case Study 8/29/2013 ©2012 Intergraph Corporation 22
  • 21. KSAT DACT Case Study • Locations Svalbard Satellite Station (SvalSat) at 78°15´N 15°80´E 19 employees Tromsø Station & Offices at 69°39´N 18°56´E. 80 Employees Grimstad, (South Norway) at 58°20´N 8°21´E 4 employees And TrollSat (Antarctica) at 72°S 2°E – That s far far south… 8/29/2013 ©2012 Intergraph Corporation 23
  • 22. KSAT DACT Case Study • The DACT Project • KSAT has provided a service using satellite images for detection of oil spills since 1994 • Can deliver oil spill reports to European end users promptly • New user requirements had KSAT develop the Data Analysis and Classification Tool with emphasis on oil spill and vessel detection from satellite imagery • Radar imagery ideal for quickly identifying oil spills and linking them to possible sources (vessels/platforms) 8/29/2013 ©2012 Intergraph Corporation 24
  • 23. KSAT DACT Case Study • The System • Customised Imagine ribbon interface with KSAT tab • Contains shortcuts to common tools used in identification, extraction of oil spills • External data sources, shipping tracks, wind, wave, current, oil platforms used to identify possible sources of spill • Reports generated for each radar scene (clean sea, warning, notification) • Target turnaround time is 30 minutes from when imagery available to report sent 8/29/2013 ©2012 Intergraph Corporation 25
  • 24. KSAT DACT Case Study 8/29/2013 ©2012 Intergraph Corporation 26
  • 26. Qualitative Change Mapping with CCD Geoinformatics magazine, July/August 2010 8/29/2013 ©2012 Intergraph Corporation 28
  • 27. Qualitative Change Mapping with CCD Magnitude Change Average Radar Magnitude 8/29/2013 Coherence Change Phase Coherence ©2012 Intergraph Corporation 29
  • 28. Quantitative Change Mapping with D-InSAR 8/29/2013 ©2012 Intergraph Corporation 30
  • 29. Quantitative Change Mapping with D-InSAR Using the IMAGINE D-InSAR tool users can map Vertical Displacement Max Subsidence = -16.5 cm Max Uplift = +26.6 cm Published Displacement: +30/-18 Xia,Ye. Bam earthquake: Surface deformation measurement using radar interferometry. Acta Seismologicia Sinica, Vol.18 No.4 (451~459), July, 2005 8/29/2013 ©2012 Intergraph Corporation 31
  • 30. Summary – Operational Change Measurement Workflow Input raw RADAR data Vector output Detected change Report 8/29/2013 ©2012 Intergraph Corporation 32