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Synthetic Aperture Radar Synthetic Aperture Radar and its Applicationsand its Applications
Dr Linlin GeDr Linlin Ge
Associate ProfessorAssociate ProfessorUniversity of New South WalesUniversity of New South Wales
Email: [email protected]: [email protected]
Visiting Professor Linlin Ge Email: [email protected] ::: 2
Optical Optical vsvs radar remote sensingradar remote sensingOpticalOptical
MultispectralMultispectral -- LandsatLandsat, SPOT, ADS40, SPOT, ADS40Hyperspectral Hyperspectral -- imaging spectrometryimaging spectrometryLiDARLiDAR -- ALS50ALS50
Intensity or travel time ONLYIntensity or travel time ONLY
RadarRadarMultiple bands Multiple bands -- X, C, S, L, PX, C, S, L, PIntensity, travel time (phase) AND Intensity, travel time (phase) AND polarisationpolarisation““SeeSee”” through cloud, smoke, haze through cloud, smoke, haze ……
Visiting Professor Linlin Ge Email: [email protected] ::: 3
SAR platformsSAR platformsRadarsatRadarsat--2 2 Imaging modesImaging modes (courtesy of the (courtesy of the Canadian Space Agency)Canadian Space Agency)
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How Many How Many SpaceborneSpaceborne SAR SAR Sensors?Sensors?Intensity, phase and
polarisation of the backscattered microwave signal are recorded
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Interferometric Synthetic Aperture Radar Interferometric Synthetic Aperture Radar ((InSARInSAR))
2*L12*L2
Ground displacement = (L2 – L1) / cosθ
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InSARInSAR analogiesanalogies
InSARInSAR DEM generation: ~ mDEM generation: ~ mGPS single point positioningGPS single point positioning
DInSAR ground displacement monitoring: ~ mmDInSAR ground displacement monitoring: ~ mmGPS carrier phase based differential positioningGPS carrier phase based differential positioningEDM / total stationEDM / total station
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Ground Surface DisplacementGround Surface DisplacementSubsidence Subsidence
underground miningunderground mining
oil/water/gas extractionoil/water/gas extraction
tunnel constructiontunnel construction
etcetc
EarthquakesEarthquakesprepre--
coco--
postpost--
InterInter--
VolcanoesVolcanoesLandslidesLandslidesLand settlementLand settlementDam deformationDam deformationSoil moistureSoil moistureetcetc
LongwallLongwall MiningMiningseismic crustaldeformations
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Mine subsidenceMine subsidence
Coal Seam
Direction of m ining
G oaf
Longwallshearer& conveyor
Hydraulicroof supports
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Case study 1: mine subsidenceCase study 1: mine subsidence
Gary Brassington,
BHP Billiton
2007
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Current Survey Current Survey
TechniquesTechniquesLevellingLevellingTotal stationTotal stationGPSGPSTiltmetreTiltmetreStrainmeterStrainmeterExtensometer Extensometer
DisadvantagesDisadvantagesLabour intensiveLabour intensiveTime required Time required -- costlycostly
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Mine SubsidenceMine Subsidence
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Acquisitions: ascending and descendingAcquisitions: ascending and descending
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““SuperSuper”” Test Site Test Site –– 07/09/200807/09/2008
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CC--band band radar radar
coveragecoverage
Towns are Towns are white.white.
Lakes are Lakes are dark.dark.
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ALOS
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Validation Validation -- WestcliffWestcliff
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ALOS image datesALOS image dates29 Sept 2007 29 Sept 2007 14 Nov 200714 Nov 2007
Ground survey datesGround survey dates19 Sept 200719 Sept 200712 Nov 200712 Nov 2007
Validation Validation -- WestcliffWestcliffDInSAR result vs Ground survey data (LO01-LO21)
-0.10
-0.08
-0.06
-0.04
-0.02
0.00
0.02
0.04
LO01
LO03
LO05
LO07
LO09
LO11
LO13
LO15
LO17
LO19
LO21
Survey Point
met
re
Ground Survey (19 Sep 2007-12 Nov2007) [54 days]
DInSAR (29 Sep 2007- 14 Nov 2007)[46 days]
RMSE = 6 mm
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Accumulated mine subsidence from multiple InSAR results
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Ground movement in 24 hours: Ground movement in 24 hours: ERS TandemERS Tandem
• Master:
29 October 1995, ERS-1;
Slave: 30 October 1995, ERS-2;
• Remarkable result of subsidence in 24 hours;
• IAEA
• A constellation of InSAR satellites
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Case study 2: Sichuan EarthquakeCase study 2: Sichuan Earthquake
12 May 2008 14:28:01.42 CST12 May 2008 14:28:01.42 CST
Ms 8.0Ms 8.0
More than 80,000 people killedMore than 80,000 people killed
"Experts Estimate Over $75 Billion Economic "Experts Estimate Over $75 Billion Economic Loss"Loss"
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> 600 Aftershocks!> 600 Aftershocks!
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Mapping Mapping the 12 May 2008 the 12 May 2008
Sichuan Sichuan Earthquake Earthquake with with InSARInSAR
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Took > 1 month!Took > 1 month!
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ALOS/PALSAR ALOS/PALSAR DInSAR resultsDInSAR results
* delivered and * delivered and applied in near applied in near
realreal--timetime(CEA, NDRCC)(CEA, NDRCC)
* made news * made news around the worldaround the world
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Near realNear real--time deliverytime delivery
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PALSAR pixel PALSAR pixel offset resultsoffset results
* +/* +/-- 3m ground 3m ground displacement!displacement!
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Asia Pacific Spatial Excellence Asia Pacific Spatial Excellence Awards (APSEA) 2008Awards (APSEA) 2008
Winner Winner -- People and CommunityPeople and Community
Winner Winner –– JK Barrie Award for Overall ExcellenceJK Barrie Award for Overall Excellence
The award "represents the pinnacle of achievement in The award "represents the pinnacle of achievement in the spatial industry and is the highest award the judges the spatial industry and is the highest award the judges can confer. It is bestowed on the project ... that attains can confer. It is bestowed on the project ... that attains the highest level of excellence or achievement." the highest level of excellence or achievement."
Lands, CRCSI, UNSW and ERSDACLands, CRCSI, UNSW and ERSDAC
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Ground surveySubsidence contoursmm/a1997 - 2001
Case study 3: geothermal site in NZCase study 3: geothermal site in NZ
Master
1999/10/01
Slave
1999/12/10
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Case study 4: carbon capture and storageCase study 4: carbon capture and storage
(Courtesy of CO2CRC)
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Latest developmentsLatest developmentsAutoAuto--GIPSY, JPLGIPSY, JPL
AUSPOS, AUSPOS, GeoscienceGeoscience AustraliaAustralia
Automated DInSAR, LandsAutomated DInSAR, Lands--CRCSICRCSI--UNSWUNSWADPS ADPS –– Automated DInSAR Processing SystemAutomated DInSAR Processing SystemOO’’LINDAS LINDAS –– OnOn--line DInSAR Analysis Serviceline DInSAR Analysis Service
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ADPSADPS
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OO’’LINDASLINDAS
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Suite of SAR techniquesSuite of SAR techniques
ScanSARScanSARInSARInSAR
PolPol--InSARInSARInSARInSARPhasePhase
PSInSARPSInSARPhase + Phase + DEMDEM
ScanSARScanSARDInSARDInSAR
PolPol--DInSARDInSARDInSARDInSARPhase + Phase + DEMDEM
ScanSARScanSARPolPol--SARSARSARSARIntensityIntensity
ScanSARScanSARPolarisationPolarisationSARSAR
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2007 2007 –– FOUR Radar Satellites LaunchedFOUR Radar Satellites Launched
8 June: COSMO8 June: COSMO--SkyMedSkyMed ((COCOnstellationnstellation of of small small SSatellites for the atellites for the MMediterranean basin editerranean basin OObservationbservation), 1), 1stst satellite of a constellation of satellite of a constellation of FOUR (Italy) FOUR (Italy)
15 June: 15 June: TerraSARTerraSAR--X (Germany)X (Germany)
9 December: COSMO9 December: COSMO--SkyMedSkyMed 2nd2nd
14 December: Radarsat14 December: Radarsat--2 (Canada)2 (Canada)
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TerraSARTerraSAR--XXLaunched on 15 June 2007Launched on 15 June 2007Resolution: ~1Resolution: ~1--2 meters2 metersXX--BandBandRepeat cycle: 11 daysRepeat cycle: 11 days
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Near Future Near Future –– Many More to ComeMany More to ComeCOSMOCOSMO--SkyMedSkyMed Constellation (* 4, Italy)Constellation (* 4, Italy)HJ HJ Constellation (* 8 Constellation (* 8 –– 4 radar; 4 optical 4 radar; 4 optical –– China), two China), two launched on 6 September 2008launched on 6 September 2008
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COSMOCOSMO--SkyMedSkyMed ConstellationConstellation
Satellite RevisitsSatellite Revisits16 days with 116 days with 1-- satellitesatellite
8 days with a 28 days with a 2--satellites satellites constellationconstellation
4 days with a 44 days with a 4--satellites satellites constellationconstellation
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RadarsatRadarsat Constellation * 3Constellation * 3
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Hundreds of EO SatellitesHundreds of EO Satellites
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Concluding RemarksConcluding RemarksInSARInSAR can be used as a costcan be used as a cost--effective technique effective technique to complement ground survey for monitoring to complement ground survey for monitoring ground displacement at mmground displacement at mm--level accuracy.level accuracy.
A range of possible applications.A range of possible applications.
Ground infrastructure to support near realGround infrastructure to support near real--time time applications applications –– STARS.STARS.
Australian Space Science Program Australian Space Science Program -- $48m $48m ––should we go further?should we go further?
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AcknowledgementAcknowledgementStanford / JPLStanford / JPL
JAXA/METIJAXA/METI
ERSDACERSDAC
ESA / CSAESA / CSA
IAGIAG
ARC, CRCSI, NSW Lands and UNSWARC, CRCSI, NSW Lands and UNSW
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$$$$,$$$
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ENVISAT ASAR ENVISAT ASAR vsvs ALOS PALSARALOS PALSARENVISAT ALOS
05/07/2007~09/08/2007 (35 days)
Bperp = 89.94mBperp = perpendicular baseline
29/06/2007~14/08/2007 (46 days)
Bperp = 44.75m
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Airborne Laser Scanning (ALS)Airborne Laser Scanning (ALS)
Very High density of DTM spotsVery High density of DTM spotsDTM spot height accuracy DTM spot height accuracy ±±0.1m 0.1m -- 0.2m0.2mPre to post mining surface to surface Pre to post mining surface to surface comparison plotting contours of subsidence.comparison plotting contours of subsidence.Surface to surface comparison also Surface to surface comparison also represented as false represented as false colourcolour rendered image.rendered image.
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Task 1: Automate and Task 1: Automate and ParalleliseParallelise DInSARDInSARTwoTwo--pass DInSAR Processing Chainpass DInSAR Processing Chain
Oversample
SAR Simulation
Master Image Slave Image
Coregistration Coregistration
Topographic Phase Simulation
Raw Interferogram Generation
Differential Interferogram Generation
Coherence Map Generation
Phase Denoising
Geocoding
Searching and Reformatting SRTM
DEMs
Interferomatric Pairs
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20092009 Victorian BushfiresVictorian Bushfires
Feb7 Feb7 –– March 14March 14
173173 deaddead
500500 enjuredenjured
400400 fires on Feb 7fires on Feb 7
Area 4500 km2Area 4500 km2
Worst in AustraliaWorst in AustraliaVisiting Professor Linlin Ge
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Zoom-in on Marysville
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Zoom-in on Beechworth
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Zoom-in on WilsonsPromontory
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Welcome to visit CRCSI/UNSWWelcome to visit CRCSI/UNSW欢迎参访欢迎参访
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The Chinese AmbassadorThe Chinese Ambassador ((Feb 2009Feb 2009))
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The Chinese Vice Minister for Science and The Chinese Vice Minister for Science and TechnologyTechnology((March 2009March 2009))
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Australian Federal Minister for EnvironmentAustralian Federal Minister for EnvironmentPeter Garrett Peter Garrett ((April 2009April 2009))