brian bruckno, ph.d. virginia department of transportation validation of new applications for...

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Brian Bruckno, Ph.D. Virginia Department of Transportation Validation of New Applications for Interferometric Synthetic Aperture Radar [InSAR] Data: Geohazards and Infrastructure Distress RITA-10 Project InSAR Geohazards and Assets Conclusi on Karst Bridges Buttresses Slopes The views, opinions, findings, and conclusions reflected in this paper are the responsibility of the authors only and do not represent the official policy or position of the USDOT/RITA, or any state or other entity

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Page 1: Brian Bruckno, Ph.D. Virginia Department of Transportation Validation of New Applications for Interferometric Synthetic Aperture Radar [InSAR] Data: Geohazards

Brian Bruckno, Ph.D.Virginia Department of Transportation

Validation of New Applications for Interferometric Synthetic Aperture Radar

[InSAR] Data: Geohazards and Infrastructure Distress

RITA-10Project

InSAR

Geohazards and Assets

Conclusion

Karst

Bridges

Buttresses

Slopes

The views, opinions, findings, and conclusions reflected in this paper are the responsibility of the authors only and do

not represent the official policy or position of the USDOT/RITA, or any state or other entity

Page 2: Brian Bruckno, Ph.D. Virginia Department of Transportation Validation of New Applications for Interferometric Synthetic Aperture Radar [InSAR] Data: Geohazards

RITA-10 ProjectU.S. DOT Research and Innovative Technology

Administration No. RITARS-11-H-UVA “Sinkhole Detection and Bridge/Landslide Monitoring for Transportation Infrastructure by Automated Analysis of Interferometric

Synthetic Aperture Radar Images”

Core Team:

• Dr. Scott Acton Ph.D. (P.I.), UVA• Dr. Edward Hoppe, Ph.D., VCTIR• Dr. Brian Bruckno, Ph.D., VDOT• Stacey Roosa, VDOT• Elizabeth Campbell, VDOT

• Dr. William Niemann, Ph.D., Marshall University• TRE Canada

• Andrea Vaccari, Michael Steuchli, UVA

RITA-10Project

InSAR

Geohazards and Assets

Conclusion

Karst

Bridges

Buttresses

Slopes

Page 3: Brian Bruckno, Ph.D. Virginia Department of Transportation Validation of New Applications for Interferometric Synthetic Aperture Radar [InSAR] Data: Geohazards

InSAR

Interferometric Synthetic Aperture Radar

R1

R2

RITA-10Project

InSAR

Geohazards and Assets

Conclusion

Karst

Bridges

Buttresses

Slopes

•COSMO-SkyMed (ISA)•32 images collected over ~1 year

•X-band •Millimeter-scale accuracy in

elevation measurements

Page 4: Brian Bruckno, Ph.D. Virginia Department of Transportation Validation of New Applications for Interferometric Synthetic Aperture Radar [InSAR] Data: Geohazards

InSAR

ESRI ArcMap10.0, TRE dataset, VAGISP Base

RITA-10Project

InSAR

Geohazards and Assets

Conclusion

Karst

Bridges

Buttresses

Slopes

40 km40 km

Page 5: Brian Bruckno, Ph.D. Virginia Department of Transportation Validation of New Applications for Interferometric Synthetic Aperture Radar [InSAR] Data: Geohazards

InSAR

298,956 InSAR Points (“Scatterers”)

Each scatterer is associated with a history of motion: Displacement, Velocity, Acceleration, Coherence, and Effective Area

ESRI ArcMap10.0, TRE dataset, VAGISP Base

RITA-10Project

InSAR

Geohazards and Assets

Conclusion

Karst

Bridges

Buttresses

Slopes

40 km40 km40 km40 km

Page 6: Brian Bruckno, Ph.D. Virginia Department of Transportation Validation of New Applications for Interferometric Synthetic Aperture Radar [InSAR] Data: Geohazards

InSAR

ESRI ArcMap10.0, TRE dataset, VAGISP Base

RITA-10Project

InSAR

Geohazards and Assets

Conclusion

Karst

Bridges

Buttresses

Slopes

Page 7: Brian Bruckno, Ph.D. Virginia Department of Transportation Validation of New Applications for Interferometric Synthetic Aperture Radar [InSAR] Data: Geohazards

InSAR

ESRI ArcMap10.0, TRE dataset, VAGISP Base

RITA-10Project

InSAR

Geohazards and Assets

Conclusion

Karst

Bridges

Buttresses

Slopes

Page 8: Brian Bruckno, Ph.D. Virginia Department of Transportation Validation of New Applications for Interferometric Synthetic Aperture Radar [InSAR] Data: Geohazards

Karst

ESRI ArcMap10.0, TRE dataset, DMME Data, VAGISP Base

RITA-10Project

InSAR

Geohazards and Assets

Conclusion

Karst

Bridges

Buttresses

Slopes

Page 9: Brian Bruckno, Ph.D. Virginia Department of Transportation Validation of New Applications for Interferometric Synthetic Aperture Radar [InSAR] Data: Geohazards

Karst

RITA-10Project

InSAR

Geohazards and Assets

Conclusion

Karst

Bridges

Buttresses

Slopes

Scatterer Acceleration and Velocity With Respect to Proximity to Mapped Sinkholes

Proximity

Kinematic

Entire Dataset

Away-from Sinkhole

Within Sinkhole

Acceleration -1.11 -1.76 -2.24

Proximity

Kinematic

Entire Dataset

Within100 ft

100 to 200 ft

200 to 300 ft

300 to 400ft

Velocity +0.22 -0.21 -0.07 -0.03 -0.045

Page 10: Brian Bruckno, Ph.D. Virginia Department of Transportation Validation of New Applications for Interferometric Synthetic Aperture Radar [InSAR] Data: Geohazards

Karst

ESRI ArcMap10.0, TRE dataset, DMME Data, VAGISP Base

RITA-10Project

InSAR

Geohazards and Assets

Conclusion

Karst

Bridges

Buttresses

Slopes

Page 11: Brian Bruckno, Ph.D. Virginia Department of Transportation Validation of New Applications for Interferometric Synthetic Aperture Radar [InSAR] Data: Geohazards

Karst

ESRI ArcMap10.0, TRE dataset, DMME Data, VAGISP Base

POINT AEO68

-8

-7

-6

-5

-4

-3

-2

-1

0

1

2

AqDate

RITA-10Project

InSAR

Geohazards and Assets

Conclusion

Karst

Bridges

Buttresses

Slopes

Page 12: Brian Bruckno, Ph.D. Virginia Department of Transportation Validation of New Applications for Interferometric Synthetic Aperture Radar [InSAR] Data: Geohazards

Karst

Vesuvius Sinkhole Summer /Fall 2012 (Hoppe)

RITA-10Project

InSAR

Geohazards and Assets

Conclusion

Karst

Bridges

Buttresses

Slopes

Page 13: Brian Bruckno, Ph.D. Virginia Department of Transportation Validation of New Applications for Interferometric Synthetic Aperture Radar [InSAR] Data: Geohazards

Bridges

ESRI ArcMap10.0, TRE dataset, VAGISP Base

POINT A6RGE

-12

-10

-8

-6

-4

-2

0

AqDate

RITA-10Project

InSAR

Geohazards and Assets

Conclusion

Karst

Bridges

Buttresses

Slopes

Page 14: Brian Bruckno, Ph.D. Virginia Department of Transportation Validation of New Applications for Interferometric Synthetic Aperture Radar [InSAR] Data: Geohazards

Bridges

Route NOS Bridge February 2013 (Hoppe)

RITA-10Project

InSAR

Geohazards and Assets

Conclusion

Karst

Bridges

Buttresses

Slopes

Page 15: Brian Bruckno, Ph.D. Virginia Department of Transportation Validation of New Applications for Interferometric Synthetic Aperture Radar [InSAR] Data: Geohazards

Bridges

Route NOS Bridge February 2013 (Bruckno)

RITA-10Project

InSAR

Geohazards and Assets

Conclusion

Karst

Bridges

Buttresses

Slopes

Page 16: Brian Bruckno, Ph.D. Virginia Department of Transportation Validation of New Applications for Interferometric Synthetic Aperture Radar [InSAR] Data: Geohazards

Buttresses

ESRI ArcMap10.0, TRE dataset, VAGISP Base

RITA-10Project

InSAR

Geohazards and Assets

Conclusion

Karst

Bridges

Buttresses

Slopes

Page 17: Brian Bruckno, Ph.D. Virginia Department of Transportation Validation of New Applications for Interferometric Synthetic Aperture Radar [InSAR] Data: Geohazards

Buttresses

ESRI ArcMap10.0, TRE dataset, VAGISP Base

RITA-10Project

InSAR

Geohazards and Assets

Conclusion

Karst

Bridges

Buttresses

Slopes

Page 18: Brian Bruckno, Ph.D. Virginia Department of Transportation Validation of New Applications for Interferometric Synthetic Aperture Radar [InSAR] Data: Geohazards

Buttresses

Greenville Rock Buttress Winter 2013 (Bruckno)

RITA-10Project

InSAR

Geohazards and Assets

Conclusion

Karst

Bridges

Buttresses

Slopes

Page 19: Brian Bruckno, Ph.D. Virginia Department of Transportation Validation of New Applications for Interferometric Synthetic Aperture Radar [InSAR] Data: Geohazards

Buttresses

RITA-10Project

InSAR

Geohazards and Assets

Conclusion

Karst

Bridges

Buttresses

Slopes

Greenville Rock Buttress Winter 2013 (Bruckno)

Page 20: Brian Bruckno, Ph.D. Virginia Department of Transportation Validation of New Applications for Interferometric Synthetic Aperture Radar [InSAR] Data: Geohazards

Buttresses

Greenville Rock Buttress Winter 2013 (Bruckno)

RITA-10Project

InSAR

Geohazards and Assets

Conclusion

Karst

Bridges

Buttresses

Slopes

Page 21: Brian Bruckno, Ph.D. Virginia Department of Transportation Validation of New Applications for Interferometric Synthetic Aperture Radar [InSAR] Data: Geohazards

Buttresses

Greenville Rock Buttress, Niemann raw data/SiroVision

RITA-10Project

InSAR

Geohazards and Assets

Conclusion

Karst

Bridges

Buttresses

Slopes

Page 22: Brian Bruckno, Ph.D. Virginia Department of Transportation Validation of New Applications for Interferometric Synthetic Aperture Radar [InSAR] Data: Geohazards

RITA-10Project

InSAR

Geohazards and Assets

Conclusion

Karst

Bridges

Buttresses

Slopes

Rock Slopes

Page 23: Brian Bruckno, Ph.D. Virginia Department of Transportation Validation of New Applications for Interferometric Synthetic Aperture Radar [InSAR] Data: Geohazards

ESRI ArcMap10.0, Niemann raw data, Bruckno DEM, VAGISP Base

Broad Failure Mode

Field Conditions

Rock Slopes

Low-angle Wedge Failures

Page 24: Brian Bruckno, Ph.D. Virginia Department of Transportation Validation of New Applications for Interferometric Synthetic Aperture Radar [InSAR] Data: Geohazards

ESRI ArcMap10.0, Niemann raw data/SiroJoint, Bruckno DEM, VAGISP Base

SiroJoint

Rock Slopes

Low-angle Wedge Failures

Page 25: Brian Bruckno, Ph.D. Virginia Department of Transportation Validation of New Applications for Interferometric Synthetic Aperture Radar [InSAR] Data: Geohazards

ESRI ArcMap10.0, Niemann raw data/SiroVision, Bruckno DEM, VAGISP Base

EA :724C : .89Vel: -2.12Acc: -23.65

ESRI ArcMap10.0, Bruckno DEM, VAGISP Base

Rock Slopes

EA :491C : .88Vel: -5.1Acc: -22.51

EA :624C : .89Vel: -7.32Acc: -19.84

Page 26: Brian Bruckno, Ph.D. Virginia Department of Transportation Validation of New Applications for Interferometric Synthetic Aperture Radar [InSAR] Data: Geohazards

Conclusion

•InSAR data and metadata validated for:

•Karst inventory

•At-risk bridges

•Rock buttress inventory and behavior

•Rock slopes inventory and behavior

RITA-10Project

InSAR

Geohazards and Assets

Conclusion

Karst

Bridges

Buttresses

Slopes

Page 27: Brian Bruckno, Ph.D. Virginia Department of Transportation Validation of New Applications for Interferometric Synthetic Aperture Radar [InSAR] Data: Geohazards

This is a one-million dollar hole in the ground.

Page 28: Brian Bruckno, Ph.D. Virginia Department of Transportation Validation of New Applications for Interferometric Synthetic Aperture Radar [InSAR] Data: Geohazards

This is a one-million dollar hole in the ground.

Thank you.Comments and

questions welcome.