SlideShare a Scribd company logo
1 of 21
Subway Tunnels Identification Through COSMO-SkyMed PSINSAR Analysis in Shanghai Zhiying Wang - HITSZ  Daniele Perissin - CUHK Hui Lin - CUHK
Subway development in Shanghai 2008 2010 4 new lines and 2 extensions
Subway development in Shanghai From 2010 to  2020:  5   extensions , 8 new lines Totally there will be  more than 20 lines
Soil composition in Shanghai city center ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],   High probability of subsidence
Previous subsidence studies in Shanghai D. Perissin and T. Wang,Time-Series InSAR Applications Over Urban Areas in China,  IEEE  J-STARS, 4(1):92 – 100, 2010  (a) PS technique (1993 – 2000) (b) optical leveling (1990-1998) ESA, 40  ERS  data images
New data  availability in Shanghai: Cosmo-SkyMed 33  high resolution/frequency  X-band SAR images
Methodology : InSAR multi-temporal processing PS-InSAR single master config. deformation model:  linear in time Master scene;  Oct. 2009 ,[object Object],[object Object],[object Object],[object Object]
Processing tool  used in this study:  SARPROZ  http://ihome.cuhk.edu.hk/~b122066/index_files/download.htm   Written in Matlab, graphical interface, advanced options, processing, data visual./export.
Results and analysis Shanghai Huang Pu, Lu Wan, Jing An and Zha Bei,   600 sqkm ~1.5 Million PS’s
Results and analysis Close up of subsidence map and superposition of Metro stations
Deformation detail – localization The precise location of the subway tunnels is  not public . With radar data, through the surface deformation, we can precisely track the new lines built recently.
 
Example of 3D visualization. The color indicates the PS Height
Example of 3D visualization. The color indicates the PS Height
Deformation detail –  Xiaonanmen Subsidence happens mostly on the ground or on low buildings Near Xiaonanmen station – line 9  High buildings Metro tunnel SARPROZ visualization tool
High buildings tunnel SARPROZ visualization tool
Deformation detail Amplitude and phase time series
Deformation detail –  profile of the subsidence ,[object Object]
Deformation detail -  profile of the subsidence Idealized settlement curve Kz=  18 m and Smax= 18 mm when the radius= 3.2m  The real curve depends on many factors, it may not be symmetric. ,[object Object],[object Object],[object Object],[object Object]
Conclusion ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Thank you!

More Related Content

What's hot

Towards a Planning Decision Support System for Low-Carbon Urban Development
Towards a Planning Decision Support System for Low-Carbon Urban DevelopmentTowards a Planning Decision Support System for Low-Carbon Urban Development
Towards a Planning Decision Support System for Low-Carbon Urban DevelopmentBeniamino Murgante
 
Distributed data fusion for multirobot search
Distributed data fusion for multirobot searchDistributed data fusion for multirobot search
Distributed data fusion for multirobot searchI3E Technologies
 
Modeling and simulation of vehicular networks
Modeling and simulation of vehicular networksModeling and simulation of vehicular networks
Modeling and simulation of vehicular networksDaisyWatson5
 
14 Analysis of Signalized Intersections (Traffic Engineering هندسة المرور & P...
14 Analysis of Signalized Intersections (Traffic Engineering هندسة المرور & P...14 Analysis of Signalized Intersections (Traffic Engineering هندسة المرور & P...
14 Analysis of Signalized Intersections (Traffic Engineering هندسة المرور & P...Hossam Shafiq I
 

What's hot (6)

Towards a Planning Decision Support System for Low-Carbon Urban Development
Towards a Planning Decision Support System for Low-Carbon Urban DevelopmentTowards a Planning Decision Support System for Low-Carbon Urban Development
Towards a Planning Decision Support System for Low-Carbon Urban Development
 
Distributed data fusion for multirobot search
Distributed data fusion for multirobot searchDistributed data fusion for multirobot search
Distributed data fusion for multirobot search
 
MobileMT airborne surveys
MobileMT airborne surveysMobileMT airborne surveys
MobileMT airborne surveys
 
Modeling and simulation of vehicular networks
Modeling and simulation of vehicular networksModeling and simulation of vehicular networks
Modeling and simulation of vehicular networks
 
thesis's abstact
thesis's abstactthesis's abstact
thesis's abstact
 
14 Analysis of Signalized Intersections (Traffic Engineering هندسة المرور & P...
14 Analysis of Signalized Intersections (Traffic Engineering هندسة المرور & P...14 Analysis of Signalized Intersections (Traffic Engineering هندسة المرور & P...
14 Analysis of Signalized Intersections (Traffic Engineering هندسة المرور & P...
 

Similar to PS-INSAR-SHANGHAI METRO-2.ppt

Investigation and Comparison of 5G Channel Models_ From QuaDRiGa, NYUSIM, and...
Investigation and Comparison of 5G Channel Models_ From QuaDRiGa, NYUSIM, and...Investigation and Comparison of 5G Channel Models_ From QuaDRiGa, NYUSIM, and...
Investigation and Comparison of 5G Channel Models_ From QuaDRiGa, NYUSIM, and...umere15
 
Inertial locating to accurately map live underground gas distribution utiliti...
Inertial locating to accurately map live underground gas distribution utiliti...Inertial locating to accurately map live underground gas distribution utiliti...
Inertial locating to accurately map live underground gas distribution utiliti...On The Mark Locators, LLC
 
LEI_ZHANG.pdf
LEI_ZHANG.pdfLEI_ZHANG.pdf
LEI_ZHANG.pdfumere15
 
innovative railway track surveying with sensors and controlled by wireless co...
innovative railway track surveying with sensors and controlled by wireless co...innovative railway track surveying with sensors and controlled by wireless co...
innovative railway track surveying with sensors and controlled by wireless co...kalaimathi mathiyazhagan
 
Shear Wave Tomography for Quality Control of Concrete
Shear Wave Tomography for Quality Control of Concrete Shear Wave Tomography for Quality Control of Concrete
Shear Wave Tomography for Quality Control of Concrete Ali Osman Öncel
 
Matlab automatic detection and reconstruction of building radar footprints f...
Matlab  automatic detection and reconstruction of building radar footprints f...Matlab  automatic detection and reconstruction of building radar footprints f...
Matlab automatic detection and reconstruction of building radar footprints f...Ecway Technologies
 
Automatic detection and reconstruction of building radar footprints from sing...
Automatic detection and reconstruction of building radar footprints from sing...Automatic detection and reconstruction of building radar footprints from sing...
Automatic detection and reconstruction of building radar footprints from sing...Ecway Technologies
 
An Adaptive Algorithm for MU-MIMO using Spatial Channel Model
An Adaptive Algorithm for MU-MIMO using Spatial Channel ModelAn Adaptive Algorithm for MU-MIMO using Spatial Channel Model
An Adaptive Algorithm for MU-MIMO using Spatial Channel ModelCSCJournals
 
Review on Railway track crack detection using ir transmitter and receiver
Review on Railway track crack detection using ir transmitter and receiverReview on Railway track crack detection using ir transmitter and receiver
Review on Railway track crack detection using ir transmitter and receiverIRJET Journal
 
Self Similar Geometry for Ad-Hoc Wireless Networks: Hyperfractals
Self Similar Geometry for Ad-Hoc Wireless Networks: Hyperfractals Self Similar Geometry for Ad-Hoc Wireless Networks: Hyperfractals
Self Similar Geometry for Ad-Hoc Wireless Networks: Hyperfractals Popescu Dalia
 
Analysis of stability of rock column between cut & cover Metro Station and NA...
Analysis of stability of rock column between cut & cover Metro Station and NA...Analysis of stability of rock column between cut & cover Metro Station and NA...
Analysis of stability of rock column between cut & cover Metro Station and NA...IRJET Journal
 
Civilex Presentation Laser Scanning And Gpr March 2009 Ices
Civilex Presentation Laser Scanning And Gpr  March 2009  IcesCivilex Presentation Laser Scanning And Gpr  March 2009  Ices
Civilex Presentation Laser Scanning And Gpr March 2009 Icesguesta50845
 
Large Eddy Simulation of Turbulence Modeling for wind Flow past Wall Mounted ...
Large Eddy Simulation of Turbulence Modeling for wind Flow past Wall Mounted ...Large Eddy Simulation of Turbulence Modeling for wind Flow past Wall Mounted ...
Large Eddy Simulation of Turbulence Modeling for wind Flow past Wall Mounted ...IJERA Editor
 
Satellite Traffic Simulator.pptx
Satellite Traffic Simulator.pptxSatellite Traffic Simulator.pptx
Satellite Traffic Simulator.pptxVaibhavGupta410956
 
A Fully Automated System for Monitoring Pit Wall Displacements
 A Fully Automated System for Monitoring Pit Wall Displacements A Fully Automated System for Monitoring Pit Wall Displacements
A Fully Automated System for Monitoring Pit Wall DisplacementsJOSE ESPEJO VASQUEZ
 
ENABLING RAY TRACING FOR 5G
ENABLING RAY TRACING FOR 5GENABLING RAY TRACING FOR 5G
ENABLING RAY TRACING FOR 5GIJCNCJournal
 

Similar to PS-INSAR-SHANGHAI METRO-2.ppt (20)

Investigation and Comparison of 5G Channel Models_ From QuaDRiGa, NYUSIM, and...
Investigation and Comparison of 5G Channel Models_ From QuaDRiGa, NYUSIM, and...Investigation and Comparison of 5G Channel Models_ From QuaDRiGa, NYUSIM, and...
Investigation and Comparison of 5G Channel Models_ From QuaDRiGa, NYUSIM, and...
 
Inertial locating to accurately map live underground gas distribution utiliti...
Inertial locating to accurately map live underground gas distribution utiliti...Inertial locating to accurately map live underground gas distribution utiliti...
Inertial locating to accurately map live underground gas distribution utiliti...
 
LEI_ZHANG.pdf
LEI_ZHANG.pdfLEI_ZHANG.pdf
LEI_ZHANG.pdf
 
innovative railway track surveying with sensors and controlled by wireless co...
innovative railway track surveying with sensors and controlled by wireless co...innovative railway track surveying with sensors and controlled by wireless co...
innovative railway track surveying with sensors and controlled by wireless co...
 
Shear Wave Tomography for Quality Control of Concrete
Shear Wave Tomography for Quality Control of Concrete Shear Wave Tomography for Quality Control of Concrete
Shear Wave Tomography for Quality Control of Concrete
 
Matlab automatic detection and reconstruction of building radar footprints f...
Matlab  automatic detection and reconstruction of building radar footprints f...Matlab  automatic detection and reconstruction of building radar footprints f...
Matlab automatic detection and reconstruction of building radar footprints f...
 
Automatic detection and reconstruction of building radar footprints from sing...
Automatic detection and reconstruction of building radar footprints from sing...Automatic detection and reconstruction of building radar footprints from sing...
Automatic detection and reconstruction of building radar footprints from sing...
 
An Adaptive Algorithm for MU-MIMO using Spatial Channel Model
An Adaptive Algorithm for MU-MIMO using Spatial Channel ModelAn Adaptive Algorithm for MU-MIMO using Spatial Channel Model
An Adaptive Algorithm for MU-MIMO using Spatial Channel Model
 
Review on Railway track crack detection using ir transmitter and receiver
Review on Railway track crack detection using ir transmitter and receiverReview on Railway track crack detection using ir transmitter and receiver
Review on Railway track crack detection using ir transmitter and receiver
 
Self Similar Geometry for Ad-Hoc Wireless Networks: Hyperfractals
Self Similar Geometry for Ad-Hoc Wireless Networks: Hyperfractals Self Similar Geometry for Ad-Hoc Wireless Networks: Hyperfractals
Self Similar Geometry for Ad-Hoc Wireless Networks: Hyperfractals
 
WATERSHED ANALYSIS .pptx
WATERSHED ANALYSIS .pptxWATERSHED ANALYSIS .pptx
WATERSHED ANALYSIS .pptx
 
Urban areas
Urban areasUrban areas
Urban areas
 
Paper
PaperPaper
Paper
 
Analysis of stability of rock column between cut & cover Metro Station and NA...
Analysis of stability of rock column between cut & cover Metro Station and NA...Analysis of stability of rock column between cut & cover Metro Station and NA...
Analysis of stability of rock column between cut & cover Metro Station and NA...
 
Civilex Presentation Laser Scanning And Gpr March 2009 Ices
Civilex Presentation Laser Scanning And Gpr  March 2009  IcesCivilex Presentation Laser Scanning And Gpr  March 2009  Ices
Civilex Presentation Laser Scanning And Gpr March 2009 Ices
 
Large Eddy Simulation of Turbulence Modeling for wind Flow past Wall Mounted ...
Large Eddy Simulation of Turbulence Modeling for wind Flow past Wall Mounted ...Large Eddy Simulation of Turbulence Modeling for wind Flow past Wall Mounted ...
Large Eddy Simulation of Turbulence Modeling for wind Flow past Wall Mounted ...
 
Satellite Traffic Simulator.pptx
Satellite Traffic Simulator.pptxSatellite Traffic Simulator.pptx
Satellite Traffic Simulator.pptx
 
B04920920
B04920920B04920920
B04920920
 
A Fully Automated System for Monitoring Pit Wall Displacements
 A Fully Automated System for Monitoring Pit Wall Displacements A Fully Automated System for Monitoring Pit Wall Displacements
A Fully Automated System for Monitoring Pit Wall Displacements
 
ENABLING RAY TRACING FOR 5G
ENABLING RAY TRACING FOR 5GENABLING RAY TRACING FOR 5G
ENABLING RAY TRACING FOR 5G
 

More from 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
 

More from 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
 

Recently uploaded

Call Girls Navi Mumbai Just Call 9907093804 Top Class Call Girl Service Avail...
Call Girls Navi Mumbai Just Call 9907093804 Top Class Call Girl Service Avail...Call Girls Navi Mumbai Just Call 9907093804 Top Class Call Girl Service Avail...
Call Girls Navi Mumbai Just Call 9907093804 Top Class Call Girl Service Avail...Dipal Arora
 
Russian Faridabad Call Girls(Badarpur) : ☎ 8168257667, @4999
Russian Faridabad Call Girls(Badarpur) : ☎ 8168257667, @4999Russian Faridabad Call Girls(Badarpur) : ☎ 8168257667, @4999
Russian Faridabad Call Girls(Badarpur) : ☎ 8168257667, @4999Tina Ji
 
Regression analysis: Simple Linear Regression Multiple Linear Regression
Regression analysis:  Simple Linear Regression Multiple Linear RegressionRegression analysis:  Simple Linear Regression Multiple Linear Regression
Regression analysis: Simple Linear Regression Multiple Linear RegressionRavindra Nath Shukla
 
Yaroslav Rozhankivskyy: Три складові і три передумови максимальної продуктивн...
Yaroslav Rozhankivskyy: Три складові і три передумови максимальної продуктивн...Yaroslav Rozhankivskyy: Три складові і три передумови максимальної продуктивн...
Yaroslav Rozhankivskyy: Три складові і три передумови максимальної продуктивн...Lviv Startup Club
 
The Coffee Bean & Tea Leaf(CBTL), Business strategy case study
The Coffee Bean & Tea Leaf(CBTL), Business strategy case studyThe Coffee Bean & Tea Leaf(CBTL), Business strategy case study
The Coffee Bean & Tea Leaf(CBTL), Business strategy case studyEthan lee
 
Boost the utilization of your HCL environment by reevaluating use cases and f...
Boost the utilization of your HCL environment by reevaluating use cases and f...Boost the utilization of your HCL environment by reevaluating use cases and f...
Boost the utilization of your HCL environment by reevaluating use cases and f...Roland Driesen
 
Mondelez State of Snacking and Future Trends 2023
Mondelez State of Snacking and Future Trends 2023Mondelez State of Snacking and Future Trends 2023
Mondelez State of Snacking and Future Trends 2023Neil Kimberley
 
Call Girls In Panjim North Goa 9971646499 Genuine Service
Call Girls In Panjim North Goa 9971646499 Genuine ServiceCall Girls In Panjim North Goa 9971646499 Genuine Service
Call Girls In Panjim North Goa 9971646499 Genuine Serviceritikaroy0888
 
Understanding the Pakistan Budgeting Process: Basics and Key Insights
Understanding the Pakistan Budgeting Process: Basics and Key InsightsUnderstanding the Pakistan Budgeting Process: Basics and Key Insights
Understanding the Pakistan Budgeting Process: Basics and Key Insightsseribangash
 
Call Girls in Gomti Nagar - 7388211116 - With room Service
Call Girls in Gomti Nagar - 7388211116  - With room ServiceCall Girls in Gomti Nagar - 7388211116  - With room Service
Call Girls in Gomti Nagar - 7388211116 - With room Servicediscovermytutordmt
 
Event mailer assignment progress report .pdf
Event mailer assignment progress report .pdfEvent mailer assignment progress report .pdf
Event mailer assignment progress report .pdftbatkhuu1
 
Mysore Call Girls 8617370543 WhatsApp Number 24x7 Best Services
Mysore Call Girls 8617370543 WhatsApp Number 24x7 Best ServicesMysore Call Girls 8617370543 WhatsApp Number 24x7 Best Services
Mysore Call Girls 8617370543 WhatsApp Number 24x7 Best ServicesDipal Arora
 
Best Basmati Rice Manufacturers in India
Best Basmati Rice Manufacturers in IndiaBest Basmati Rice Manufacturers in India
Best Basmati Rice Manufacturers in IndiaShree Krishna Exports
 
BEST ✨ Call Girls In Indirapuram Ghaziabad ✔️ 9871031762 ✔️ Escorts Service...
BEST ✨ Call Girls In  Indirapuram Ghaziabad  ✔️ 9871031762 ✔️ Escorts Service...BEST ✨ Call Girls In  Indirapuram Ghaziabad  ✔️ 9871031762 ✔️ Escorts Service...
BEST ✨ Call Girls In Indirapuram Ghaziabad ✔️ 9871031762 ✔️ Escorts Service...noida100girls
 
0183760ssssssssssssssssssssssssssss00101011 (27).pdf
0183760ssssssssssssssssssssssssssss00101011 (27).pdf0183760ssssssssssssssssssssssssssss00101011 (27).pdf
0183760ssssssssssssssssssssssssssss00101011 (27).pdfRenandantas16
 
9599632723 Top Call Girls in Delhi at your Door Step Available 24x7 Delhi
9599632723 Top Call Girls in Delhi at your Door Step Available 24x7 Delhi9599632723 Top Call Girls in Delhi at your Door Step Available 24x7 Delhi
9599632723 Top Call Girls in Delhi at your Door Step Available 24x7 DelhiCall Girls in Delhi
 
Monte Carlo simulation : Simulation using MCSM
Monte Carlo simulation : Simulation using MCSMMonte Carlo simulation : Simulation using MCSM
Monte Carlo simulation : Simulation using MCSMRavindra Nath Shukla
 
Unlocking the Secrets of Affiliate Marketing.pdf
Unlocking the Secrets of Affiliate Marketing.pdfUnlocking the Secrets of Affiliate Marketing.pdf
Unlocking the Secrets of Affiliate Marketing.pdfOnline Income Engine
 
Tech Startup Growth Hacking 101 - Basics on Growth Marketing
Tech Startup Growth Hacking 101  - Basics on Growth MarketingTech Startup Growth Hacking 101  - Basics on Growth Marketing
Tech Startup Growth Hacking 101 - Basics on Growth MarketingShawn Pang
 

Recently uploaded (20)

Call Girls Navi Mumbai Just Call 9907093804 Top Class Call Girl Service Avail...
Call Girls Navi Mumbai Just Call 9907093804 Top Class Call Girl Service Avail...Call Girls Navi Mumbai Just Call 9907093804 Top Class Call Girl Service Avail...
Call Girls Navi Mumbai Just Call 9907093804 Top Class Call Girl Service Avail...
 
Russian Faridabad Call Girls(Badarpur) : ☎ 8168257667, @4999
Russian Faridabad Call Girls(Badarpur) : ☎ 8168257667, @4999Russian Faridabad Call Girls(Badarpur) : ☎ 8168257667, @4999
Russian Faridabad Call Girls(Badarpur) : ☎ 8168257667, @4999
 
Forklift Operations: Safety through Cartoons
Forklift Operations: Safety through CartoonsForklift Operations: Safety through Cartoons
Forklift Operations: Safety through Cartoons
 
Regression analysis: Simple Linear Regression Multiple Linear Regression
Regression analysis:  Simple Linear Regression Multiple Linear RegressionRegression analysis:  Simple Linear Regression Multiple Linear Regression
Regression analysis: Simple Linear Regression Multiple Linear Regression
 
Yaroslav Rozhankivskyy: Три складові і три передумови максимальної продуктивн...
Yaroslav Rozhankivskyy: Три складові і три передумови максимальної продуктивн...Yaroslav Rozhankivskyy: Три складові і три передумови максимальної продуктивн...
Yaroslav Rozhankivskyy: Три складові і три передумови максимальної продуктивн...
 
The Coffee Bean & Tea Leaf(CBTL), Business strategy case study
The Coffee Bean & Tea Leaf(CBTL), Business strategy case studyThe Coffee Bean & Tea Leaf(CBTL), Business strategy case study
The Coffee Bean & Tea Leaf(CBTL), Business strategy case study
 
Boost the utilization of your HCL environment by reevaluating use cases and f...
Boost the utilization of your HCL environment by reevaluating use cases and f...Boost the utilization of your HCL environment by reevaluating use cases and f...
Boost the utilization of your HCL environment by reevaluating use cases and f...
 
Mondelez State of Snacking and Future Trends 2023
Mondelez State of Snacking and Future Trends 2023Mondelez State of Snacking and Future Trends 2023
Mondelez State of Snacking and Future Trends 2023
 
Call Girls In Panjim North Goa 9971646499 Genuine Service
Call Girls In Panjim North Goa 9971646499 Genuine ServiceCall Girls In Panjim North Goa 9971646499 Genuine Service
Call Girls In Panjim North Goa 9971646499 Genuine Service
 
Understanding the Pakistan Budgeting Process: Basics and Key Insights
Understanding the Pakistan Budgeting Process: Basics and Key InsightsUnderstanding the Pakistan Budgeting Process: Basics and Key Insights
Understanding the Pakistan Budgeting Process: Basics and Key Insights
 
Call Girls in Gomti Nagar - 7388211116 - With room Service
Call Girls in Gomti Nagar - 7388211116  - With room ServiceCall Girls in Gomti Nagar - 7388211116  - With room Service
Call Girls in Gomti Nagar - 7388211116 - With room Service
 
Event mailer assignment progress report .pdf
Event mailer assignment progress report .pdfEvent mailer assignment progress report .pdf
Event mailer assignment progress report .pdf
 
Mysore Call Girls 8617370543 WhatsApp Number 24x7 Best Services
Mysore Call Girls 8617370543 WhatsApp Number 24x7 Best ServicesMysore Call Girls 8617370543 WhatsApp Number 24x7 Best Services
Mysore Call Girls 8617370543 WhatsApp Number 24x7 Best Services
 
Best Basmati Rice Manufacturers in India
Best Basmati Rice Manufacturers in IndiaBest Basmati Rice Manufacturers in India
Best Basmati Rice Manufacturers in India
 
BEST ✨ Call Girls In Indirapuram Ghaziabad ✔️ 9871031762 ✔️ Escorts Service...
BEST ✨ Call Girls In  Indirapuram Ghaziabad  ✔️ 9871031762 ✔️ Escorts Service...BEST ✨ Call Girls In  Indirapuram Ghaziabad  ✔️ 9871031762 ✔️ Escorts Service...
BEST ✨ Call Girls In Indirapuram Ghaziabad ✔️ 9871031762 ✔️ Escorts Service...
 
0183760ssssssssssssssssssssssssssss00101011 (27).pdf
0183760ssssssssssssssssssssssssssss00101011 (27).pdf0183760ssssssssssssssssssssssssssss00101011 (27).pdf
0183760ssssssssssssssssssssssssssss00101011 (27).pdf
 
9599632723 Top Call Girls in Delhi at your Door Step Available 24x7 Delhi
9599632723 Top Call Girls in Delhi at your Door Step Available 24x7 Delhi9599632723 Top Call Girls in Delhi at your Door Step Available 24x7 Delhi
9599632723 Top Call Girls in Delhi at your Door Step Available 24x7 Delhi
 
Monte Carlo simulation : Simulation using MCSM
Monte Carlo simulation : Simulation using MCSMMonte Carlo simulation : Simulation using MCSM
Monte Carlo simulation : Simulation using MCSM
 
Unlocking the Secrets of Affiliate Marketing.pdf
Unlocking the Secrets of Affiliate Marketing.pdfUnlocking the Secrets of Affiliate Marketing.pdf
Unlocking the Secrets of Affiliate Marketing.pdf
 
Tech Startup Growth Hacking 101 - Basics on Growth Marketing
Tech Startup Growth Hacking 101  - Basics on Growth MarketingTech Startup Growth Hacking 101  - Basics on Growth Marketing
Tech Startup Growth Hacking 101 - Basics on Growth Marketing
 

PS-INSAR-SHANGHAI METRO-2.ppt

  • 1. Subway Tunnels Identification Through COSMO-SkyMed PSINSAR Analysis in Shanghai Zhiying Wang - HITSZ Daniele Perissin - CUHK Hui Lin - CUHK
  • 2. Subway development in Shanghai 2008 2010 4 new lines and 2 extensions
  • 3. Subway development in Shanghai From 2010 to 2020: 5 extensions , 8 new lines Totally there will be more than 20 lines
  • 4.
  • 5. Previous subsidence studies in Shanghai D. Perissin and T. Wang,Time-Series InSAR Applications Over Urban Areas in China, IEEE J-STARS, 4(1):92 – 100, 2010 (a) PS technique (1993 – 2000) (b) optical leveling (1990-1998) ESA, 40 ERS data images
  • 6. New data availability in Shanghai: Cosmo-SkyMed 33 high resolution/frequency X-band SAR images
  • 7.
  • 8. Processing tool used in this study: SARPROZ http://ihome.cuhk.edu.hk/~b122066/index_files/download.htm Written in Matlab, graphical interface, advanced options, processing, data visual./export.
  • 9. Results and analysis Shanghai Huang Pu, Lu Wan, Jing An and Zha Bei, 600 sqkm ~1.5 Million PS’s
  • 10. Results and analysis Close up of subsidence map and superposition of Metro stations
  • 11. Deformation detail – localization The precise location of the subway tunnels is not public . With radar data, through the surface deformation, we can precisely track the new lines built recently.
  • 12.  
  • 13. Example of 3D visualization. The color indicates the PS Height
  • 14. Example of 3D visualization. The color indicates the PS Height
  • 15. Deformation detail – Xiaonanmen Subsidence happens mostly on the ground or on low buildings Near Xiaonanmen station – line 9 High buildings Metro tunnel SARPROZ visualization tool
  • 16. High buildings tunnel SARPROZ visualization tool
  • 17. Deformation detail Amplitude and phase time series
  • 18.
  • 19.
  • 20.