SlideShare ist ein Scribd-Unternehmen logo
1 von 25
IGARSS 2011, Vancouver, Canada Session: TU4.T02.2 - Ionospheric Effects on SAR, PolSAR and InSAR, Tuesday, July 26, 15:20 - 17:00 Ionospheric Effects in SAR Interferometry:  An Analysis and Comparison of Methods for their Estimation Ramon Brcic 1 , Alessandro Parizzi 1 , Michael Eineder 1 , Richard Bamler 1  and Franz Meyer 2 1  Remote Sensing Technology Institute (IMF),  German Aerospace Center (DLR) 2  Geophysical Institute, University of Alaska, Fairbanks
Contents ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Contents ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Ionospheric Effects in InSAR ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Yearly Average 2010 06:00 local, descending, 0 – 10 TECU 18:00 local, ascending, 0 – 30 TECU
Ionospheric Effects in InSAR ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Ionosphere ~100 – 1000 km equivalent SAR model  thin layer, barycenter 400 km TEC 13 ±0.2 STEC 16 ±0.5 07-07-2007, 18:30 local time 68° W 25° S, scene 32 x 57 km
Ionospheric Effects in InSAR Existing and future SAR systems: interferometric phase sensitivity to VTEC at 35° incidence angle Band P L C X Carrier Frequency 435 MHz 1.27 GHz 5.405 GHz 9.65 GHz Agency ESA NASA/DLR JAXA ESA DLR Mission or Sensor BIOMASS DESDynI/ TerraSAR-L ALOS-PALSAR Sentinel-1 TerraSAR-X, TanDEM-X Range Bandwidth [MHz] 6 80 14, 28 100 100, 150, 300 Range Delay  [m / TECU] 5.2 0.61 0.034 0.011 Interferometric Phase Advance [cycles / TECU] 7.5 2.6 0.61 0.34 Assumed Swath Width [km] 100 50 250 30 Interferometric range phase change over swath for constant  Δ TEC [cycles / TECU] 0.89 0.15 0.18 0.012
Contents ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Estimating TEC / Ionospheric Phase Screen ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Contents ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Split Spectrum Method interferometric phase at carrier frequency Subband Range Spectra Lower Subband Upper Subband non-dispersive topography, atmosphere dispersive  ionosphere Optimal subband bandwidth? b = B / 3 (same as split spectrum/delta-k absolute phase estimator)
Contents ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Range Group – Phase Delay Method unwrapped interferometric phase at carrier frequency shift from crosscorrelation between master and slave non-dispersive topography, atmosphere phase delay = group delay dispersive  ionosphere phase delay = – group delay take difference perform averaging
Contents ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Theoretical Performance ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],range spectrum with nonuniform weighting
Theoretical Performance Theoretical standard deviation of split-spectrum ΔSTEC and ionospheric phase for various SAR systems.  Averaging over constant area of 1 km slant range x 1 km azimuth. Mission, Sensor Azimuth Resolution [m] Range Bandwidth [MHz] Resolution Cells Averaged Range Phase Change  [cycles / TECU] BIOMASS 12.5 6 3.2k 0.27 0.89 ALOS-PALSAR 4.5 14 21k 0.13 0.15 4.5 28 42k 0.047 DESDynI / TerraSAR-L 10 80 53k 0.015 Sentinel-1 6 100 110k 0.034 0.18 TerraSAR-X 3.3 100 200k 0.045 0.012 3.3 300 610k 0.0087
Comparison Split spectrum Range group-phase delay Computational Performance Filtering & InSAR processing of subbands ,[object Object],[object Object],[object Object],Statistical Performance Better statistical performance (theoretically) Error Behaviour ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Sensitivity to range center frequency error
Contents ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Experiments ,[object Object],[object Object],1. Good coherence 150.21 W, 69.96 N 01-04-2007, 17-05-2007 2. Poor coherence 147.40 W, 66.62 N 01-04-2007, 17-05-2007
Experiments Fullband coherence average = 0.5 Topographic phase from external DEM 250 m change in topography 0.5 cycles at 512 m h amb
Experiments Fullband differential phase (DEM compensated) 6 cycles in unwrapped phase –  0.5 cycles due to elevation = 5.5 cycles in differential phase = 5.5 cycles of ionosphere Fullband unwrapped phase Fullband Phase
Experiments Ionospheric phase rewrapped Ionospheric phase Split Spectrum Estimates Ionospheric phase ~5.5 cycles
Experiments Split spectrum res. 1 km x 1 km Range group–phase delay res. 2 km x 2 km ΔSTEC Estimates average coherence 0.5 split spectrum  σ ( Δ STEC)  0.04 TECU or 0.09 cycles
Experiments ,[object Object],[object Object],Fullband avg. coherence 0.2 Fullband MCF-PU Split-spectrum Δ STEC Split-spectrum ionospheric phase Range group–phase delay ΔSTEC <0.1 0.25 <0.1
Contents ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Summary & Conclusion ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Weitere ähnliche Inhalte

Was ist angesagt?

Radar Systems for NTU, 1 Nov 2014
Radar Systems for NTU, 1 Nov 2014Radar Systems for NTU, 1 Nov 2014
Radar Systems for NTU, 1 Nov 2014TBSS Group
 
Radar 2009 a 18 synthetic aperture radar
Radar 2009 a 18 synthetic aperture radarRadar 2009 a 18 synthetic aperture radar
Radar 2009 a 18 synthetic aperture radarForward2025
 
Radar 2009 a 12 clutter rejection basics and mti
Radar 2009 a 12 clutter rejection   basics and mtiRadar 2009 a 12 clutter rejection   basics and mti
Radar 2009 a 12 clutter rejection basics and mtiForward2025
 
Radar 2009 a 16 parameter estimation and tracking part2
Radar 2009 a 16 parameter estimation and tracking part2Radar 2009 a 16 parameter estimation and tracking part2
Radar 2009 a 16 parameter estimation and tracking part2Forward2025
 
Radar 2009 a 13 clutter rejection doppler filtering
Radar 2009 a 13 clutter rejection   doppler filteringRadar 2009 a 13 clutter rejection   doppler filtering
Radar 2009 a 13 clutter rejection doppler filteringForward2025
 
4.11 radar cross section (rcs)
4.11 radar cross section (rcs)4.11 radar cross section (rcs)
4.11 radar cross section (rcs)Javier Gismero
 
RCE Schottky Photo Detector
RCE Schottky Photo DetectorRCE Schottky Photo Detector
RCE Schottky Photo DetectorRajan Kumar
 
TU3.T10_1.pptx
TU3.T10_1.pptxTU3.T10_1.pptx
TU3.T10_1.pptxgrssieee
 
Radar 2009 a 10 radar clutter1
Radar 2009 a 10 radar clutter1Radar 2009 a 10 radar clutter1
Radar 2009 a 10 radar clutter1Forward2025
 
fr2.t03.5.2-micron IPDA Presentation at IGARSS-2011-Final-Revised-1.pptx
fr2.t03.5.2-micron IPDA Presentation at IGARSS-2011-Final-Revised-1.pptxfr2.t03.5.2-micron IPDA Presentation at IGARSS-2011-Final-Revised-1.pptx
fr2.t03.5.2-micron IPDA Presentation at IGARSS-2011-Final-Revised-1.pptxgrssieee
 
1 radar basic - part ii
1 radar basic - part ii1 radar basic - part ii
1 radar basic - part iiSolo Hermelin
 
Radar 2009 a 17 transmitters and receivers
Radar 2009 a 17 transmitters and receiversRadar 2009 a 17 transmitters and receivers
Radar 2009 a 17 transmitters and receiversForward2025
 
Radar 2009 a 6 detection of signals in noise
Radar 2009 a 6 detection of signals in noiseRadar 2009 a 6 detection of signals in noise
Radar 2009 a 6 detection of signals in noiseForward2025
 

Was ist angesagt? (18)

Radar Systems for NTU, 1 Nov 2014
Radar Systems for NTU, 1 Nov 2014Radar Systems for NTU, 1 Nov 2014
Radar Systems for NTU, 1 Nov 2014
 
Radar 2009 a 18 synthetic aperture radar
Radar 2009 a 18 synthetic aperture radarRadar 2009 a 18 synthetic aperture radar
Radar 2009 a 18 synthetic aperture radar
 
Radar 2009 a 12 clutter rejection basics and mti
Radar 2009 a 12 clutter rejection   basics and mtiRadar 2009 a 12 clutter rejection   basics and mti
Radar 2009 a 12 clutter rejection basics and mti
 
Radar 2009 a 16 parameter estimation and tracking part2
Radar 2009 a 16 parameter estimation and tracking part2Radar 2009 a 16 parameter estimation and tracking part2
Radar 2009 a 16 parameter estimation and tracking part2
 
Radar 2009 a 13 clutter rejection doppler filtering
Radar 2009 a 13 clutter rejection   doppler filteringRadar 2009 a 13 clutter rejection   doppler filtering
Radar 2009 a 13 clutter rejection doppler filtering
 
Radar Systems Engineering L7P2
Radar Systems Engineering L7P2Radar Systems Engineering L7P2
Radar Systems Engineering L7P2
 
4.11 radar cross section (rcs)
4.11 radar cross section (rcs)4.11 radar cross section (rcs)
4.11 radar cross section (rcs)
 
RCE Schottky Photo Detector
RCE Schottky Photo DetectorRCE Schottky Photo Detector
RCE Schottky Photo Detector
 
Sar
SarSar
Sar
 
radar-ppt
radar-pptradar-ppt
radar-ppt
 
TU3.T10_1.pptx
TU3.T10_1.pptxTU3.T10_1.pptx
TU3.T10_1.pptx
 
Radar 2009 a 10 radar clutter1
Radar 2009 a 10 radar clutter1Radar 2009 a 10 radar clutter1
Radar 2009 a 10 radar clutter1
 
fr2.t03.5.2-micron IPDA Presentation at IGARSS-2011-Final-Revised-1.pptx
fr2.t03.5.2-micron IPDA Presentation at IGARSS-2011-Final-Revised-1.pptxfr2.t03.5.2-micron IPDA Presentation at IGARSS-2011-Final-Revised-1.pptx
fr2.t03.5.2-micron IPDA Presentation at IGARSS-2011-Final-Revised-1.pptx
 
1 radar basic - part ii
1 radar basic - part ii1 radar basic - part ii
1 radar basic - part ii
 
Microwave Band
Microwave BandMicrowave Band
Microwave Band
 
Radar 2009 a 17 transmitters and receivers
Radar 2009 a 17 transmitters and receiversRadar 2009 a 17 transmitters and receivers
Radar 2009 a 17 transmitters and receivers
 
Radar 2009 a 6 detection of signals in noise
Radar 2009 a 6 detection of signals in noiseRadar 2009 a 6 detection of signals in noise
Radar 2009 a 6 detection of signals in noise
 
Pratik
PratikPratik
Pratik
 

Ähnlich wie igarss_2011_presentation_brcic.ppt

An absorption profile centred at 78 megahertz in the sky-averaged spectrum
An absorption profile centred at 78 megahertz in the sky-averaged spectrumAn absorption profile centred at 78 megahertz in the sky-averaged spectrum
An absorption profile centred at 78 megahertz in the sky-averaged spectrumSérgio Sacani
 
TH1.L09 - INVESTIGATIONS ON TOPS INTERFEROMETRY WITH TERRASAR-X
TH1.L09 - INVESTIGATIONS ON TOPS INTERFEROMETRY WITH TERRASAR-XTH1.L09 - INVESTIGATIONS ON TOPS INTERFEROMETRY WITH TERRASAR-X
TH1.L09 - INVESTIGATIONS ON TOPS INTERFEROMETRY WITH TERRASAR-Xgrssieee
 
PhD Seminar David Dahan 2005
PhD Seminar David Dahan 2005PhD Seminar David Dahan 2005
PhD Seminar David Dahan 2005David Dahan
 
FAST実験6:新型大気蛍光望遠鏡による観測報告とピエールオージェ観測所への設置計画
FAST実験6:新型大気蛍光望遠鏡による観測報告とピエールオージェ観測所への設置計画FAST実験6:新型大気蛍光望遠鏡による観測報告とピエールオージェ観測所への設置計画
FAST実験6:新型大気蛍光望遠鏡による観測報告とピエールオージェ観測所への設置計画Toshihiro FUJII
 
Correction of ionospheric distortions in low frequency interferometric SAR da...
Correction of ionospheric distortions in low frequency interferometric SAR da...Correction of ionospheric distortions in low frequency interferometric SAR da...
Correction of ionospheric distortions in low frequency interferometric SAR da...grssieee
 
First results from the full-scale prototype for the Fluorescence detector Arr...
First results from the full-scale prototype for the Fluorescence detector Arr...First results from the full-scale prototype for the Fluorescence detector Arr...
First results from the full-scale prototype for the Fluorescence detector Arr...Toshihiro FUJII
 
2-Bordoni_IGARSS11_APC.ppt
2-Bordoni_IGARSS11_APC.ppt2-Bordoni_IGARSS11_APC.ppt
2-Bordoni_IGARSS11_APC.pptgrssieee
 
IGARSS11_Atmos_Suite_MIS_TH1_T07_5.pptx
IGARSS11_Atmos_Suite_MIS_TH1_T07_5.pptxIGARSS11_Atmos_Suite_MIS_TH1_T07_5.pptx
IGARSS11_Atmos_Suite_MIS_TH1_T07_5.pptxgrssieee
 
FR4.TO5.5.ppt
FR4.TO5.5.pptFR4.TO5.5.ppt
FR4.TO5.5.pptgrssieee
 
bettenhausen_igarss11_talk.pdf
bettenhausen_igarss11_talk.pdfbettenhausen_igarss11_talk.pdf
bettenhausen_igarss11_talk.pdfgrssieee
 
PROJECT REPORT1 (1) new
PROJECT REPORT1 (1) newPROJECT REPORT1 (1) new
PROJECT REPORT1 (1) newAnkita Badal
 
Derivative spectroscopy
Derivative spectroscopyDerivative spectroscopy
Derivative spectroscopyakkimi padama
 
CLaDS Marblar Feb 13
CLaDS Marblar Feb 13CLaDS Marblar Feb 13
CLaDS Marblar Feb 13marblar
 
MIRAS: The SMOS Instrument
MIRAS: The SMOS InstrumentMIRAS: The SMOS Instrument
MIRAS: The SMOS Instrumentadrianocamps
 
FR01_01_GlezetalIGARSS2011.ppt
FR01_01_GlezetalIGARSS2011.pptFR01_01_GlezetalIGARSS2011.ppt
FR01_01_GlezetalIGARSS2011.pptgrssieee
 
FR01_01_GlezetalIGARSS2011.ppt
FR01_01_GlezetalIGARSS2011.pptFR01_01_GlezetalIGARSS2011.ppt
FR01_01_GlezetalIGARSS2011.pptgrssieee
 
EVALUATION OF CALIBRATION ACCURACY WITH HPS (HONGIK POLARIMETRIC SCATTEROMETE...
EVALUATION OF CALIBRATION ACCURACY WITH HPS (HONGIK POLARIMETRIC SCATTEROMETE...EVALUATION OF CALIBRATION ACCURACY WITH HPS (HONGIK POLARIMETRIC SCATTEROMETE...
EVALUATION OF CALIBRATION ACCURACY WITH HPS (HONGIK POLARIMETRIC SCATTEROMETE...grssieee
 
Synthetic aperture radar (sar) 20150930
Synthetic aperture radar (sar) 20150930Synthetic aperture radar (sar) 20150930
Synthetic aperture radar (sar) 20150930JiyaE
 

Ähnlich wie igarss_2011_presentation_brcic.ppt (20)

An absorption profile centred at 78 megahertz in the sky-averaged spectrum
An absorption profile centred at 78 megahertz in the sky-averaged spectrumAn absorption profile centred at 78 megahertz in the sky-averaged spectrum
An absorption profile centred at 78 megahertz in the sky-averaged spectrum
 
TH1.L09 - INVESTIGATIONS ON TOPS INTERFEROMETRY WITH TERRASAR-X
TH1.L09 - INVESTIGATIONS ON TOPS INTERFEROMETRY WITH TERRASAR-XTH1.L09 - INVESTIGATIONS ON TOPS INTERFEROMETRY WITH TERRASAR-X
TH1.L09 - INVESTIGATIONS ON TOPS INTERFEROMETRY WITH TERRASAR-X
 
PhD Seminar David Dahan 2005
PhD Seminar David Dahan 2005PhD Seminar David Dahan 2005
PhD Seminar David Dahan 2005
 
FAST実験6:新型大気蛍光望遠鏡による観測報告とピエールオージェ観測所への設置計画
FAST実験6:新型大気蛍光望遠鏡による観測報告とピエールオージェ観測所への設置計画FAST実験6:新型大気蛍光望遠鏡による観測報告とピエールオージェ観測所への設置計画
FAST実験6:新型大気蛍光望遠鏡による観測報告とピエールオージェ観測所への設置計画
 
Correction of ionospheric distortions in low frequency interferometric SAR da...
Correction of ionospheric distortions in low frequency interferometric SAR da...Correction of ionospheric distortions in low frequency interferometric SAR da...
Correction of ionospheric distortions in low frequency interferometric SAR da...
 
First results from the full-scale prototype for the Fluorescence detector Arr...
First results from the full-scale prototype for the Fluorescence detector Arr...First results from the full-scale prototype for the Fluorescence detector Arr...
First results from the full-scale prototype for the Fluorescence detector Arr...
 
2-Bordoni_IGARSS11_APC.ppt
2-Bordoni_IGARSS11_APC.ppt2-Bordoni_IGARSS11_APC.ppt
2-Bordoni_IGARSS11_APC.ppt
 
Rocca.ppt
Rocca.pptRocca.ppt
Rocca.ppt
 
IGARSS11_Atmos_Suite_MIS_TH1_T07_5.pptx
IGARSS11_Atmos_Suite_MIS_TH1_T07_5.pptxIGARSS11_Atmos_Suite_MIS_TH1_T07_5.pptx
IGARSS11_Atmos_Suite_MIS_TH1_T07_5.pptx
 
FR4.TO5.5.ppt
FR4.TO5.5.pptFR4.TO5.5.ppt
FR4.TO5.5.ppt
 
bettenhausen_igarss11_talk.pdf
bettenhausen_igarss11_talk.pdfbettenhausen_igarss11_talk.pdf
bettenhausen_igarss11_talk.pdf
 
RadarWCNC
RadarWCNCRadarWCNC
RadarWCNC
 
PROJECT REPORT1 (1) new
PROJECT REPORT1 (1) newPROJECT REPORT1 (1) new
PROJECT REPORT1 (1) new
 
Derivative spectroscopy
Derivative spectroscopyDerivative spectroscopy
Derivative spectroscopy
 
CLaDS Marblar Feb 13
CLaDS Marblar Feb 13CLaDS Marblar Feb 13
CLaDS Marblar Feb 13
 
MIRAS: The SMOS Instrument
MIRAS: The SMOS InstrumentMIRAS: The SMOS Instrument
MIRAS: The SMOS Instrument
 
FR01_01_GlezetalIGARSS2011.ppt
FR01_01_GlezetalIGARSS2011.pptFR01_01_GlezetalIGARSS2011.ppt
FR01_01_GlezetalIGARSS2011.ppt
 
FR01_01_GlezetalIGARSS2011.ppt
FR01_01_GlezetalIGARSS2011.pptFR01_01_GlezetalIGARSS2011.ppt
FR01_01_GlezetalIGARSS2011.ppt
 
EVALUATION OF CALIBRATION ACCURACY WITH HPS (HONGIK POLARIMETRIC SCATTEROMETE...
EVALUATION OF CALIBRATION ACCURACY WITH HPS (HONGIK POLARIMETRIC SCATTEROMETE...EVALUATION OF CALIBRATION ACCURACY WITH HPS (HONGIK POLARIMETRIC SCATTEROMETE...
EVALUATION OF CALIBRATION ACCURACY WITH HPS (HONGIK POLARIMETRIC SCATTEROMETE...
 
Synthetic aperture radar (sar) 20150930
Synthetic aperture radar (sar) 20150930Synthetic aperture radar (sar) 20150930
Synthetic aperture radar (sar) 20150930
 

Mehr von grssieee

Tangent height accuracy of Superconducting Submillimeter-Wave Limb-Emission S...
Tangent height accuracy of Superconducting Submillimeter-Wave Limb-Emission S...Tangent height accuracy of Superconducting Submillimeter-Wave Limb-Emission S...
Tangent height accuracy of Superconducting Submillimeter-Wave Limb-Emission S...grssieee
 
SEGMENTATION OF POLARIMETRIC SAR DATA WITH A MULTI-TEXTURE PRODUCT MODEL
SEGMENTATION OF POLARIMETRIC SAR DATA WITH A MULTI-TEXTURE PRODUCT MODELSEGMENTATION OF POLARIMETRIC SAR DATA WITH A MULTI-TEXTURE PRODUCT MODEL
SEGMENTATION OF POLARIMETRIC SAR DATA WITH A MULTI-TEXTURE PRODUCT MODELgrssieee
 
TWO-POINT STATISTIC OF POLARIMETRIC SAR DATA TWO-POINT STATISTIC OF POLARIMET...
TWO-POINT STATISTIC OF POLARIMETRIC SAR DATA TWO-POINT STATISTIC OF POLARIMET...TWO-POINT STATISTIC OF POLARIMETRIC SAR DATA TWO-POINT STATISTIC OF POLARIMET...
TWO-POINT STATISTIC OF POLARIMETRIC SAR DATA TWO-POINT STATISTIC OF POLARIMET...grssieee
 
THE SENTINEL-1 MISSION AND ITS APPLICATION CAPABILITIES
THE SENTINEL-1 MISSION AND ITS APPLICATION CAPABILITIESTHE SENTINEL-1 MISSION AND ITS APPLICATION CAPABILITIES
THE SENTINEL-1 MISSION AND ITS APPLICATION CAPABILITIESgrssieee
 
GMES SPACE COMPONENT:PROGRAMMATIC STATUS
GMES SPACE COMPONENT:PROGRAMMATIC STATUSGMES SPACE COMPONENT:PROGRAMMATIC STATUS
GMES SPACE COMPONENT:PROGRAMMATIC STATUSgrssieee
 
PROGRESSES OF DEVELOPMENT OF CFOSAT SCATTEROMETER
PROGRESSES OF DEVELOPMENT OF CFOSAT SCATTEROMETERPROGRESSES OF DEVELOPMENT OF CFOSAT SCATTEROMETER
PROGRESSES OF DEVELOPMENT OF CFOSAT SCATTEROMETERgrssieee
 
DEVELOPMENT OF ALGORITHMS AND PRODUCTS FOR SUPPORTING THE ITALIAN HYPERSPECTR...
DEVELOPMENT OF ALGORITHMS AND PRODUCTS FOR SUPPORTING THE ITALIAN HYPERSPECTR...DEVELOPMENT OF ALGORITHMS AND PRODUCTS FOR SUPPORTING THE ITALIAN HYPERSPECTR...
DEVELOPMENT OF ALGORITHMS AND PRODUCTS FOR SUPPORTING THE ITALIAN HYPERSPECTR...grssieee
 
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...grssieee
 
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...grssieee
 
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...grssieee
 
test 34mb wo animations
test  34mb wo animationstest  34mb wo animations
test 34mb wo animationsgrssieee
 
2011_Fox_Tax_Worksheets.pdf
2011_Fox_Tax_Worksheets.pdf2011_Fox_Tax_Worksheets.pdf
2011_Fox_Tax_Worksheets.pdfgrssieee
 
DLR open house
DLR open houseDLR open house
DLR open housegrssieee
 
DLR open house
DLR open houseDLR open house
DLR open housegrssieee
 
DLR open house
DLR open houseDLR open house
DLR open housegrssieee
 
Tana_IGARSS2011.ppt
Tana_IGARSS2011.pptTana_IGARSS2011.ppt
Tana_IGARSS2011.pptgrssieee
 
Solaro_IGARSS_2011.ppt
Solaro_IGARSS_2011.pptSolaro_IGARSS_2011.ppt
Solaro_IGARSS_2011.pptgrssieee
 

Mehr von grssieee (20)

Tangent height accuracy of Superconducting Submillimeter-Wave Limb-Emission S...
Tangent height accuracy of Superconducting Submillimeter-Wave Limb-Emission S...Tangent height accuracy of Superconducting Submillimeter-Wave Limb-Emission S...
Tangent height accuracy of Superconducting Submillimeter-Wave Limb-Emission S...
 
SEGMENTATION OF POLARIMETRIC SAR DATA WITH A MULTI-TEXTURE PRODUCT MODEL
SEGMENTATION OF POLARIMETRIC SAR DATA WITH A MULTI-TEXTURE PRODUCT MODELSEGMENTATION OF POLARIMETRIC SAR DATA WITH A MULTI-TEXTURE PRODUCT MODEL
SEGMENTATION OF POLARIMETRIC SAR DATA WITH A MULTI-TEXTURE PRODUCT MODEL
 
TWO-POINT STATISTIC OF POLARIMETRIC SAR DATA TWO-POINT STATISTIC OF POLARIMET...
TWO-POINT STATISTIC OF POLARIMETRIC SAR DATA TWO-POINT STATISTIC OF POLARIMET...TWO-POINT STATISTIC OF POLARIMETRIC SAR DATA TWO-POINT STATISTIC OF POLARIMET...
TWO-POINT STATISTIC OF POLARIMETRIC SAR DATA TWO-POINT STATISTIC OF POLARIMET...
 
THE SENTINEL-1 MISSION AND ITS APPLICATION CAPABILITIES
THE SENTINEL-1 MISSION AND ITS APPLICATION CAPABILITIESTHE SENTINEL-1 MISSION AND ITS APPLICATION CAPABILITIES
THE SENTINEL-1 MISSION AND ITS APPLICATION CAPABILITIES
 
GMES SPACE COMPONENT:PROGRAMMATIC STATUS
GMES SPACE COMPONENT:PROGRAMMATIC STATUSGMES SPACE COMPONENT:PROGRAMMATIC STATUS
GMES SPACE COMPONENT:PROGRAMMATIC STATUS
 
PROGRESSES OF DEVELOPMENT OF CFOSAT SCATTEROMETER
PROGRESSES OF DEVELOPMENT OF CFOSAT SCATTEROMETERPROGRESSES OF DEVELOPMENT OF CFOSAT SCATTEROMETER
PROGRESSES OF DEVELOPMENT OF CFOSAT SCATTEROMETER
 
DEVELOPMENT OF ALGORITHMS AND PRODUCTS FOR SUPPORTING THE ITALIAN HYPERSPECTR...
DEVELOPMENT OF ALGORITHMS AND PRODUCTS FOR SUPPORTING THE ITALIAN HYPERSPECTR...DEVELOPMENT OF ALGORITHMS AND PRODUCTS FOR SUPPORTING THE ITALIAN HYPERSPECTR...
DEVELOPMENT OF ALGORITHMS AND PRODUCTS FOR SUPPORTING THE ITALIAN HYPERSPECTR...
 
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...
 
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...
 
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...
EO-1/HYPERION: NEARING TWELVE YEARS OF SUCCESSFUL MISSION SCIENCE OPERATION A...
 
Test
TestTest
Test
 
test 34mb wo animations
test  34mb wo animationstest  34mb wo animations
test 34mb wo animations
 
Test 70MB
Test 70MBTest 70MB
Test 70MB
 
Test 70MB
Test 70MBTest 70MB
Test 70MB
 
2011_Fox_Tax_Worksheets.pdf
2011_Fox_Tax_Worksheets.pdf2011_Fox_Tax_Worksheets.pdf
2011_Fox_Tax_Worksheets.pdf
 
DLR open house
DLR open houseDLR open house
DLR open house
 
DLR open house
DLR open houseDLR open house
DLR open house
 
DLR open house
DLR open houseDLR open house
DLR open house
 
Tana_IGARSS2011.ppt
Tana_IGARSS2011.pptTana_IGARSS2011.ppt
Tana_IGARSS2011.ppt
 
Solaro_IGARSS_2011.ppt
Solaro_IGARSS_2011.pptSolaro_IGARSS_2011.ppt
Solaro_IGARSS_2011.ppt
 

Kürzlich hochgeladen

On National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan FellowsOn National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan FellowsMebane Rash
 
This PowerPoint helps students to consider the concept of infinity.
This PowerPoint helps students to consider the concept of infinity.This PowerPoint helps students to consider the concept of infinity.
This PowerPoint helps students to consider the concept of infinity.christianmathematics
 
Measures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SDMeasures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SDThiyagu K
 
Role Of Transgenic Animal In Target Validation-1.pptx
Role Of Transgenic Animal In Target Validation-1.pptxRole Of Transgenic Animal In Target Validation-1.pptx
Role Of Transgenic Animal In Target Validation-1.pptxNikitaBankoti2
 
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in DelhiRussian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhikauryashika82
 
Unit-V; Pricing (Pharma Marketing Management).pptx
Unit-V; Pricing (Pharma Marketing Management).pptxUnit-V; Pricing (Pharma Marketing Management).pptx
Unit-V; Pricing (Pharma Marketing Management).pptxVishalSingh1417
 
The basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptxThe basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptxheathfieldcps1
 
Application orientated numerical on hev.ppt
Application orientated numerical on hev.pptApplication orientated numerical on hev.ppt
Application orientated numerical on hev.pptRamjanShidvankar
 
Micro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdfMicro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdfPoh-Sun Goh
 
microwave assisted reaction. General introduction
microwave assisted reaction. General introductionmicrowave assisted reaction. General introduction
microwave assisted reaction. General introductionMaksud Ahmed
 
Grant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingGrant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingTechSoup
 
Class 11th Physics NEET formula sheet pdf
Class 11th Physics NEET formula sheet pdfClass 11th Physics NEET formula sheet pdf
Class 11th Physics NEET formula sheet pdfAyushMahapatra5
 
Beyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global ImpactBeyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global ImpactPECB
 
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...christianmathematics
 
Unit-IV- Pharma. Marketing Channels.pptx
Unit-IV- Pharma. Marketing Channels.pptxUnit-IV- Pharma. Marketing Channels.pptx
Unit-IV- Pharma. Marketing Channels.pptxVishalSingh1417
 
Key note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdfKey note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdfAdmir Softic
 
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...Nguyen Thanh Tu Collection
 
Z Score,T Score, Percential Rank and Box Plot Graph
Z Score,T Score, Percential Rank and Box Plot GraphZ Score,T Score, Percential Rank and Box Plot Graph
Z Score,T Score, Percential Rank and Box Plot GraphThiyagu K
 
Energy Resources. ( B. Pharmacy, 1st Year, Sem-II) Natural Resources
Energy Resources. ( B. Pharmacy, 1st Year, Sem-II) Natural ResourcesEnergy Resources. ( B. Pharmacy, 1st Year, Sem-II) Natural Resources
Energy Resources. ( B. Pharmacy, 1st Year, Sem-II) Natural ResourcesShubhangi Sonawane
 

Kürzlich hochgeladen (20)

On National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan FellowsOn National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan Fellows
 
This PowerPoint helps students to consider the concept of infinity.
This PowerPoint helps students to consider the concept of infinity.This PowerPoint helps students to consider the concept of infinity.
This PowerPoint helps students to consider the concept of infinity.
 
Measures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SDMeasures of Dispersion and Variability: Range, QD, AD and SD
Measures of Dispersion and Variability: Range, QD, AD and SD
 
Role Of Transgenic Animal In Target Validation-1.pptx
Role Of Transgenic Animal In Target Validation-1.pptxRole Of Transgenic Animal In Target Validation-1.pptx
Role Of Transgenic Animal In Target Validation-1.pptx
 
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in DelhiRussian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
 
Unit-V; Pricing (Pharma Marketing Management).pptx
Unit-V; Pricing (Pharma Marketing Management).pptxUnit-V; Pricing (Pharma Marketing Management).pptx
Unit-V; Pricing (Pharma Marketing Management).pptx
 
The basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptxThe basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptx
 
Application orientated numerical on hev.ppt
Application orientated numerical on hev.pptApplication orientated numerical on hev.ppt
Application orientated numerical on hev.ppt
 
Mehran University Newsletter Vol-X, Issue-I, 2024
Mehran University Newsletter Vol-X, Issue-I, 2024Mehran University Newsletter Vol-X, Issue-I, 2024
Mehran University Newsletter Vol-X, Issue-I, 2024
 
Micro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdfMicro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdf
 
microwave assisted reaction. General introduction
microwave assisted reaction. General introductionmicrowave assisted reaction. General introduction
microwave assisted reaction. General introduction
 
Grant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingGrant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy Consulting
 
Class 11th Physics NEET formula sheet pdf
Class 11th Physics NEET formula sheet pdfClass 11th Physics NEET formula sheet pdf
Class 11th Physics NEET formula sheet pdf
 
Beyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global ImpactBeyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global Impact
 
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
 
Unit-IV- Pharma. Marketing Channels.pptx
Unit-IV- Pharma. Marketing Channels.pptxUnit-IV- Pharma. Marketing Channels.pptx
Unit-IV- Pharma. Marketing Channels.pptx
 
Key note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdfKey note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdf
 
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
 
Z Score,T Score, Percential Rank and Box Plot Graph
Z Score,T Score, Percential Rank and Box Plot GraphZ Score,T Score, Percential Rank and Box Plot Graph
Z Score,T Score, Percential Rank and Box Plot Graph
 
Energy Resources. ( B. Pharmacy, 1st Year, Sem-II) Natural Resources
Energy Resources. ( B. Pharmacy, 1st Year, Sem-II) Natural ResourcesEnergy Resources. ( B. Pharmacy, 1st Year, Sem-II) Natural Resources
Energy Resources. ( B. Pharmacy, 1st Year, Sem-II) Natural Resources
 

igarss_2011_presentation_brcic.ppt

  • 1. IGARSS 2011, Vancouver, Canada Session: TU4.T02.2 - Ionospheric Effects on SAR, PolSAR and InSAR, Tuesday, July 26, 15:20 - 17:00 Ionospheric Effects in SAR Interferometry: An Analysis and Comparison of Methods for their Estimation Ramon Brcic 1 , Alessandro Parizzi 1 , Michael Eineder 1 , Richard Bamler 1 and Franz Meyer 2 1 Remote Sensing Technology Institute (IMF), German Aerospace Center (DLR) 2 Geophysical Institute, University of Alaska, Fairbanks
  • 2.
  • 3.
  • 4.
  • 5.
  • 6. Ionospheric Effects in InSAR Existing and future SAR systems: interferometric phase sensitivity to VTEC at 35° incidence angle Band P L C X Carrier Frequency 435 MHz 1.27 GHz 5.405 GHz 9.65 GHz Agency ESA NASA/DLR JAXA ESA DLR Mission or Sensor BIOMASS DESDynI/ TerraSAR-L ALOS-PALSAR Sentinel-1 TerraSAR-X, TanDEM-X Range Bandwidth [MHz] 6 80 14, 28 100 100, 150, 300 Range Delay [m / TECU] 5.2 0.61 0.034 0.011 Interferometric Phase Advance [cycles / TECU] 7.5 2.6 0.61 0.34 Assumed Swath Width [km] 100 50 250 30 Interferometric range phase change over swath for constant Δ TEC [cycles / TECU] 0.89 0.15 0.18 0.012
  • 7.
  • 8.
  • 9.
  • 10. Split Spectrum Method interferometric phase at carrier frequency Subband Range Spectra Lower Subband Upper Subband non-dispersive topography, atmosphere dispersive ionosphere Optimal subband bandwidth? b = B / 3 (same as split spectrum/delta-k absolute phase estimator)
  • 11.
  • 12. Range Group – Phase Delay Method unwrapped interferometric phase at carrier frequency shift from crosscorrelation between master and slave non-dispersive topography, atmosphere phase delay = group delay dispersive ionosphere phase delay = – group delay take difference perform averaging
  • 13.
  • 14.
  • 15. Theoretical Performance Theoretical standard deviation of split-spectrum ΔSTEC and ionospheric phase for various SAR systems. Averaging over constant area of 1 km slant range x 1 km azimuth. Mission, Sensor Azimuth Resolution [m] Range Bandwidth [MHz] Resolution Cells Averaged Range Phase Change [cycles / TECU] BIOMASS 12.5 6 3.2k 0.27 0.89 ALOS-PALSAR 4.5 14 21k 0.13 0.15 4.5 28 42k 0.047 DESDynI / TerraSAR-L 10 80 53k 0.015 Sentinel-1 6 100 110k 0.034 0.18 TerraSAR-X 3.3 100 200k 0.045 0.012 3.3 300 610k 0.0087
  • 16.
  • 17.
  • 18.
  • 19. Experiments Fullband coherence average = 0.5 Topographic phase from external DEM 250 m change in topography 0.5 cycles at 512 m h amb
  • 20. Experiments Fullband differential phase (DEM compensated) 6 cycles in unwrapped phase – 0.5 cycles due to elevation = 5.5 cycles in differential phase = 5.5 cycles of ionosphere Fullband unwrapped phase Fullband Phase
  • 21. Experiments Ionospheric phase rewrapped Ionospheric phase Split Spectrum Estimates Ionospheric phase ~5.5 cycles
  • 22. Experiments Split spectrum res. 1 km x 1 km Range group–phase delay res. 2 km x 2 km ΔSTEC Estimates average coherence 0.5 split spectrum σ ( Δ STEC) 0.04 TECU or 0.09 cycles
  • 23.
  • 24.
  • 25.

Hinweis der Redaktion

  1. Intro (rely on Franz’s intro) What: estimate/correct ionospheric phase screen in repeat-pass InSAR Why: significant effects at L-Band (TerraSAR-L, DESDynI) How: split-spectrum &amp; range group-phase delay difference methods What exists: Franz
  2. Swath widths, P 100, L 50, C 250, X 30
  3. Scene 28 x 66 km 46 day repeat cycle 3 s synthetic aperture = 23 km in orbit, 13 km in ionosphere
  4. Multilooking 4 x 25 SSC pixels
  5. Delta-k smoothing: 67 x 30 ~ 2000 interferometric pixels Rewrapped ionospheric phase estimate and DEM compensated phase fringe patterns compare well On ground: 3 dB resolution 3 x 1 km
  6. Range group–phase delay estimate Range group delay from coherent correlation over 64 x 64 SSC pixels Range phase delay from fullband MCF unwrapped phase Smoothed with triangular window
  7. 600 m topo , hoa 1 km/cycle topo phase ~0.6 cycles unwrapped fringes ~4 cycles iono phase ~4 cycles ( ΔSTEC of about 2 TECU ) SS Smoothing 32 x 32 ~ 1000 inf pixels 3dB res gnd 6 km x 6 km, iono 2.5 km x 6 km average coherence of 0.2, theoretical standard deviation for SS ionospheric phase 0.065 cycles and ΔSTEC 0.031 TECU RGPD incoherent + coherent CC 128 x 128 ml 18 x 112 3 dB res iono 4 km x 4 km General agreement in trend of ΔSTEC in upper 2/3 of the scene (average coherence 0.25) no agreement in lower 1/3 (average coherence 0.1)